warning: commands will be executed using /bin/sh
job 1571 at Fri Jul 26 07:38:00 2013
FileBase	/isis4/andresg/Bud/buddy140_060113_reo/buddy140_060113_reo
ElecNo	5
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 1756689 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 585563 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 30878 members 
Mstep: Class 3 contains 30768 members 
Mstep: Class 4 contains 30705 members 
Mstep: Class 5 contains 30853 members 
Mstep: Class 6 contains 30959 members 
Mstep: Class 7 contains 30570 members 
Mstep: Class 8 contains 30774 members 
Mstep: Class 9 contains 30790 members 
Mstep: Class 10 contains 30921 members 
Mstep: Class 11 contains 30785 members 
Mstep: Class 12 contains 30661 members 
Mstep: Class 13 contains 30854 members 
Mstep: Class 14 contains 30877 members 
Mstep: Class 15 contains 30930 members 
Mstep: Class 16 contains 30810 members 
Mstep: Class 17 contains 30894 members 
Mstep: Class 18 contains 30791 members 
Mstep: Class 19 contains 30628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 772.227051 but Gain 2158.054688
Score: -26102216.000000 Penalty: 38844.960938
Iteration 0F: 19 clusters Score -2.610222e+07 nChanged 549613
Entering Unmasked Mstep 
Mstep: Class 0 contains 680 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 32232 members 
Mstep: Class 3 contains 22857 members 
Mstep: Class 5 contains 27917 members 
Mstep: Class 6 contains 29646 members 
Mstep: Class 7 contains 31929 members 
Mstep: Class 8 contains 45647 members 
Mstep: Class 9 contains 20679 members 
Mstep: Class 10 contains 34653 members 
Mstep: Class 11 contains 29584 members 
Mstep: Class 12 contains 25606 members 
Mstep: Class 13 contains 51448 members 
Mstep: Class 14 contains 27476 members 
Mstep: Class 15 contains 26720 members 
Mstep: Class 16 contains 23354 members 
Mstep: Class 17 contains 32610 members 
Mstep: Class 18 contains 36019 members 
Mstep: Class 19 contains 31874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27374928.000000 Penalty: 38844.960938
Iteration 1F: 19 clusters Score -2.737493e+07 nChanged 163007
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 76583 members 
Mstep: Class 2 contains 25650 members 
Mstep: Class 3 contains 18304 members 
Mstep: Class 5 contains 23819 members 
Mstep: Class 6 contains 27207 members 
Mstep: Class 7 contains 30153 members 
Mstep: Class 8 contains 55606 members 
Mstep: Class 9 contains 15930 members 
Mstep: Class 10 contains 33220 members 
Mstep: Class 11 contains 24775 members 
Mstep: Class 12 contains 22504 members 
Mstep: Class 13 contains 70009 members 
Mstep: Class 14 contains 23427 members 
Mstep: Class 15 contains 21161 members 
Mstep: Class 16 contains 18719 members 
Mstep: Class 17 contains 30163 members 
Mstep: Class 18 contains 35669 members 
Mstep: Class 19 contains 32530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27579498.000000 Penalty: 38844.960938
Iteration 2F: 19 clusters Score -2.75795e+07 nChanged 127437
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 95379 members 
Mstep: Class 2 contains 20437 members 
Mstep: Class 3 contains 15147 members 
Mstep: Class 5 contains 19418 members 
Mstep: Class 6 contains 23024 members 
Mstep: Class 7 contains 27247 members 
Mstep: Class 8 contains 62589 members 
Mstep: Class 9 contains 11253 members 
Mstep: Class 10 contains 33194 members 
Mstep: Class 11 contains 20186 members 
Mstep: Class 12 contains 22624 members 
Mstep: Class 13 contains 85052 members 
Mstep: Class 14 contains 20408 members 
Mstep: Class 15 contains 16023 members 
Mstep: Class 16 contains 15018 members 
Mstep: Class 17 contains 29198 members 
Mstep: Class 18 contains 34930 members 
Mstep: Class 19 contains 34407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27690906.000000 Penalty: 38844.960938
Iteration 3F: 19 clusters Score -2.769091e+07 nChanged 94876
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 111358 members 
Mstep: Class 2 contains 17168 members 
Mstep: Class 3 contains 12295 members 
Mstep: Class 5 contains 15209 members 
Mstep: Class 6 contains 18511 members 
Mstep: Class 7 contains 22900 members 
Mstep: Class 8 contains 65912 members 
Mstep: Class 9 contains 7570 members 
Mstep: Class 10 contains 33737 members 
Mstep: Class 11 contains 16690 members 
Mstep: Class 12 contains 23557 members 
Mstep: Class 13 contains 96756 members 
Mstep: Class 14 contains 18659 members 
Mstep: Class 15 contains 11874 members 
Mstep: Class 16 contains 12406 members 
Mstep: Class 17 contains 29220 members 
Mstep: Class 18 contains 35492 members 
Mstep: Class 19 contains 36240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27762876.000000 Penalty: 38844.960938
Iteration 4F: 19 clusters Score -2.776288e+07 nChanged 77954
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 126561 members 
Mstep: Class 2 contains 14840 members 
Mstep: Class 3 contains 9639 members 
Mstep: Class 5 contains 11333 members 
Mstep: Class 6 contains 14046 members 
Mstep: Class 7 contains 18114 members 
Mstep: Class 8 contains 66004 members 
Mstep: Class 9 contains 5127 members 
Mstep: Class 10 contains 33439 members 
Mstep: Class 11 contains 13960 members 
Mstep: Class 12 contains 25036 members 
Mstep: Class 13 contains 106384 members 
Mstep: Class 14 contains 17717 members 
Mstep: Class 15 contains 8519 members 
Mstep: Class 16 contains 10646 members 
Mstep: Class 17 contains 28921 members 
Mstep: Class 18 contains 37869 members 
Mstep: Class 19 contains 37402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27821214.000000 Penalty: 38844.960938
Iteration 5F: 19 clusters Score -2.782121e+07 nChanged 69561
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 141638 members 
Mstep: Class 2 contains 12847 members 
Mstep: Class 3 contains 7305 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 10114 members 
Mstep: Class 7 contains 13407 members 
Mstep: Class 8 contains 63472 members 
Mstep: Class 9 contains 3500 members 
Mstep: Class 10 contains 32335 members 
Mstep: Class 11 contains 11800 members 
Mstep: Class 12 contains 27093 members 
Mstep: Class 13 contains 113680 members 
Mstep: Class 14 contains 17389 members 
Mstep: Class 15 contains 5903 members 
Mstep: Class 16 contains 9501 members 
Mstep: Class 17 contains 28085 members 
Mstep: Class 18 contains 41740 members 
Mstep: Class 19 contains 37667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27873584.000000 Penalty: 38844.960938
Iteration 6F: 19 clusters Score -2.787358e+07 nChanged 64558
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 156552 members 
Mstep: Class 2 contains 11181 members 
Mstep: Class 3 contains 5408 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 9205 members 
Mstep: Class 8 contains 59518 members 
Mstep: Class 9 contains 2603 members 
Mstep: Class 10 contains 30424 members 
Mstep: Class 11 contains 10123 members 
Mstep: Class 12 contains 29725 members 
Mstep: Class 13 contains 117845 members 
Mstep: Class 14 contains 17403 members 
Mstep: Class 15 contains 3904 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 26878 members 
Mstep: Class 18 contains 46351 members 
Mstep: Class 19 contains 37124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27922472.000000 Penalty: 38844.960938
Iteration 7F: 19 clusters Score -2.792247e+07 nChanged 60052
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 171049 members 
Mstep: Class 2 contains 9838 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 5 contains 3892 members 
Mstep: Class 6 contains 5046 members 
Mstep: Class 7 contains 6024 members 
Mstep: Class 8 contains 55887 members 
Mstep: Class 9 contains 2170 members 
Mstep: Class 10 contains 28228 members 
Mstep: Class 11 contains 8840 members 
Mstep: Class 12 contains 32930 members 
Mstep: Class 13 contains 117708 members 
Mstep: Class 14 contains 17427 members 
Mstep: Class 15 contains 2608 members 
Mstep: Class 16 contains 8089 members 
Mstep: Class 17 contains 25267 members 
Mstep: Class 18 contains 50208 members 
Mstep: Class 19 contains 36433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27967758.000000 Penalty: 38844.960938
Iteration 8F: 19 clusters Score -2.796776e+07 nChanged 55632
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 185271 members 
Mstep: Class 2 contains 8805 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 5 contains 2862 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 3823 members 
Mstep: Class 8 contains 53679 members 
Mstep: Class 9 contains 1980 members 
Mstep: Class 10 contains 26384 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 36588 members 
Mstep: Class 13 contains 112920 members 
Mstep: Class 14 contains 17278 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 7658 members 
Mstep: Class 17 contains 23348 members 
Mstep: Class 18 contains 52106 members 
Mstep: Class 19 contains 36442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1980.056763 but Gain 2158.054688
Score: -28009520.000000 Penalty: 36686.906250
Iteration 9F: 18 clusters Score -2.800952e+07 nChanged 52438
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 199570 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 1912 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 2515 members 
Mstep: Class 8 contains 52834 members 
Mstep: Class 9 contains 1865 members 
Mstep: Class 10 contains 24993 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 40144 members 
Mstep: Class 13 contains 104778 members 
Mstep: Class 14 contains 16902 members 
Mstep: Class 16 contains 7320 members 
Mstep: Class 17 contains 21478 members 
Mstep: Class 18 contains 52691 members 
Mstep: Class 19 contains 37683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1681.144043 but Gain 2158.050781
Score: -28047436.000000 Penalty: 34528.855469
Iteration 10F: 17 clusters Score -2.804744e+07 nChanged 46772
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 212430 members 
Mstep: Class 2 contains 7191 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 1804 members 
Mstep: Class 8 contains 52439 members 
Mstep: Class 9 contains 1818 members 
Mstep: Class 10 contains 23642 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 12 contains 43601 members 
Mstep: Class 13 contains 95396 members 
Mstep: Class 14 contains 16414 members 
Mstep: Class 16 contains 7045 members 
Mstep: Class 17 contains 19734 members 
Mstep: Class 18 contains 52387 members 
Mstep: Class 19 contains 39587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1734.505981 but Gain 2158.054688
Score: -28079868.000000 Penalty: 32370.800781
Iteration 11F: 16 clusters Score -2.807987e+07 nChanged 39483
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 223240 members 
Mstep: Class 2 contains 6610 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 3553 members 
Mstep: Class 8 contains 52002 members 
Mstep: Class 9 contains 1785 members 
Mstep: Class 10 contains 22413 members 
Mstep: Class 11 contains 5892 members 
Mstep: Class 12 contains 46780 members 
Mstep: Class 13 contains 86932 members 
Mstep: Class 14 contains 15766 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 18289 members 
Mstep: Class 18 contains 51868 members 
Mstep: Class 19 contains 41320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28104404.000000 Penalty: 32370.800781
Iteration 12F: 16 clusters Score -2.81044e+07 nChanged 31145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 231511 members 
Mstep: Class 2 contains 5793 members 
Mstep: Class 5 contains 2965 members 
Mstep: Class 6 contains 3747 members 
Mstep: Class 8 contains 51240 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 21374 members 
Mstep: Class 11 contains 5440 members 
Mstep: Class 12 contains 49767 members 
Mstep: Class 13 contains 79958 members 
Mstep: Class 14 contains 15177 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 17083 members 
Mstep: Class 18 contains 51016 members 
Mstep: Class 19 contains 42321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28120266.000000 Penalty: 32370.800781
Iteration 13F: 16 clusters Score -2.812027e+07 nChanged 25013
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 238592 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 5 contains 3506 members 
Mstep: Class 6 contains 3953 members 
Mstep: Class 8 contains 50570 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 20489 members 
Mstep: Class 11 contains 5078 members 
Mstep: Class 12 contains 52553 members 
Mstep: Class 13 contains 73699 members 
Mstep: Class 14 contains 14715 members 
Mstep: Class 16 contains 6233 members 
Mstep: Class 17 contains 16187 members 
Mstep: Class 18 contains 50155 members 
Mstep: Class 19 contains 43059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28130952.000000 Penalty: 32370.800781
Iteration 14Q: 16 clusters Score -2.813095e+07 nChanged 20790
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 245253 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 5 contains 3954 members 
Mstep: Class 6 contains 4183 members 
Mstep: Class 8 contains 49873 members 
Mstep: Class 9 contains 1724 members 
Mstep: Class 10 contains 19812 members 
Mstep: Class 11 contains 4791 members 
Mstep: Class 12 contains 55227 members 
Mstep: Class 13 contains 67666 members 
Mstep: Class 14 contains 14373 members 
Mstep: Class 16 contains 6090 members 
Mstep: Class 17 contains 15537 members 
Mstep: Class 18 contains 49218 members 
Mstep: Class 19 contains 43443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28139178.000000 Penalty: 32370.800781
Iteration 15Q: 16 clusters Score -2.813918e+07 nChanged 17834
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 251390 members 
Mstep: Class 2 contains 3979 members 
Mstep: Class 5 contains 4320 members 
Mstep: Class 6 contains 4377 members 
Mstep: Class 8 contains 49286 members 
Mstep: Class 9 contains 1720 members 
Mstep: Class 10 contains 19248 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 57869 members 
Mstep: Class 13 contains 61720 members 
Mstep: Class 14 contains 14190 members 
Mstep: Class 16 contains 5978 members 
Mstep: Class 17 contains 15053 members 
Mstep: Class 18 contains 48326 members 
Mstep: Class 19 contains 43567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28145318.000000 Penalty: 32370.800781
Iteration 16Q: 16 clusters Score -2.814532e+07 nChanged 15785
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 257268 members 
Mstep: Class 2 contains 3681 members 
Mstep: Class 5 contains 4601 members 
Mstep: Class 6 contains 4571 members 
Mstep: Class 8 contains 48821 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 18772 members 
Mstep: Class 11 contains 4316 members 
Mstep: Class 12 contains 60333 members 
Mstep: Class 13 contains 55716 members 
Mstep: Class 14 contains 14165 members 
Mstep: Class 16 contains 5882 members 
Mstep: Class 17 contains 14665 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 43589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28150032.000000 Penalty: 32370.800781
Iteration 17Q: 16 clusters Score -2.815003e+07 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 262847 members 
Mstep: Class 2 contains 3439 members 
Mstep: Class 5 contains 4833 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 8 contains 48353 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 18356 members 
Mstep: Class 11 contains 4162 members 
Mstep: Class 12 contains 62663 members 
Mstep: Class 13 contains 49992 members 
Mstep: Class 14 contains 14236 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 17 contains 14329 members 
Mstep: Class 18 contains 46667 members 
Mstep: Class 19 contains 43478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28154052.000000 Penalty: 32370.800781
Iteration 18Q: 16 clusters Score -2.815405e+07 nChanged 12342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 268093 members 
Mstep: Class 2 contains 3266 members 
Mstep: Class 5 contains 5013 members 
Mstep: Class 6 contains 4899 members 
Mstep: Class 8 contains 47854 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 18008 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 64868 members 
Mstep: Class 13 contains 44580 members 
Mstep: Class 14 contains 14341 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 14034 members 
Mstep: Class 18 contains 45935 members 
Mstep: Class 19 contains 43267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28157970.000000 Penalty: 32370.800781
Iteration 19Q: 16 clusters Score -2.815797e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 273075 members 
Mstep: Class 2 contains 3136 members 
Mstep: Class 5 contains 5185 members 
Mstep: Class 6 contains 5072 members 
Mstep: Class 8 contains 47408 members 
Mstep: Class 9 contains 1718 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 67063 members 
Mstep: Class 13 contains 39370 members 
Mstep: Class 14 contains 14436 members 
Mstep: Class 16 contains 5508 members 
Mstep: Class 17 contains 13798 members 
Mstep: Class 18 contains 45234 members 
Mstep: Class 19 contains 42870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28161904.000000 Penalty: 32370.800781
Iteration 20F: 16 clusters Score -2.81619e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 277692 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 5 contains 5331 members 
Mstep: Class 6 contains 5208 members 
Mstep: Class 8 contains 47028 members 
Mstep: Class 9 contains 1723 members 
Mstep: Class 10 contains 17485 members 
Mstep: Class 11 contains 3872 members 
Mstep: Class 12 contains 69123 members 
Mstep: Class 13 contains 34517 members 
Mstep: Class 14 contains 14520 members 
Mstep: Class 16 contains 5360 members 
Mstep: Class 17 contains 13606 members 
Mstep: Class 18 contains 44643 members 
Mstep: Class 19 contains 42435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28165290.000000 Penalty: 32370.800781
Iteration 21Q: 16 clusters Score -2.816529e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 282089 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 5 contains 5444 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 8 contains 46537 members 
Mstep: Class 9 contains 1726 members 
Mstep: Class 10 contains 17235 members 
Mstep: Class 11 contains 3793 members 
Mstep: Class 12 contains 70988 members 
Mstep: Class 13 contains 30131 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 13456 members 
Mstep: Class 18 contains 44062 members 
Mstep: Class 19 contains 41941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28168586.000000 Penalty: 32370.800781
Iteration 22Q: 16 clusters Score -2.816859e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 286112 members 
Mstep: Class 2 contains 2848 members 
Mstep: Class 5 contains 5548 members 
Mstep: Class 6 contains 5532 members 
Mstep: Class 8 contains 46003 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 16990 members 
Mstep: Class 11 contains 3709 members 
Mstep: Class 12 contains 72673 members 
Mstep: Class 13 contains 26404 members 
Mstep: Class 14 contains 14847 members 
Mstep: Class 16 contains 5024 members 
Mstep: Class 17 contains 13319 members 
Mstep: Class 18 contains 43480 members 
Mstep: Class 19 contains 41341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28172182.000000 Penalty: 32370.800781
Iteration 23Q: 16 clusters Score -2.817218e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 289754 members 
Mstep: Class 2 contains 2769 members 
Mstep: Class 5 contains 5634 members 
Mstep: Class 6 contains 5688 members 
Mstep: Class 8 contains 45408 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 16746 members 
Mstep: Class 11 contains 3629 members 
Mstep: Class 12 contains 74124 members 
Mstep: Class 13 contains 23408 members 
Mstep: Class 14 contains 15033 members 
Mstep: Class 16 contains 4885 members 
Mstep: Class 17 contains 13198 members 
Mstep: Class 18 contains 42923 members 
Mstep: Class 19 contains 40624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28174852.000000 Penalty: 32370.800781
Iteration 24Q: 16 clusters Score -2.817485e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 292936 members 
Mstep: Class 2 contains 2710 members 
Mstep: Class 5 contains 5707 members 
Mstep: Class 6 contains 5813 members 
Mstep: Class 8 contains 44806 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 16527 members 
Mstep: Class 11 contains 3538 members 
Mstep: Class 12 contains 75463 members 
Mstep: Class 13 contains 21118 members 
Mstep: Class 14 contains 15193 members 
Mstep: Class 16 contains 4769 members 
Mstep: Class 17 contains 13093 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 39764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177144.000000 Penalty: 32370.800781
Iteration 25Q: 16 clusters Score -2.817714e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 295746 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 5 contains 5767 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 8 contains 44085 members 
Mstep: Class 9 contains 1743 members 
Mstep: Class 10 contains 16330 members 
Mstep: Class 11 contains 3452 members 
Mstep: Class 12 contains 76683 members 
Mstep: Class 13 contains 19455 members 
Mstep: Class 14 contains 15383 members 
Mstep: Class 16 contains 4640 members 
Mstep: Class 17 contains 12981 members 
Mstep: Class 18 contains 41847 members 
Mstep: Class 19 contains 38874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28178852.000000 Penalty: 32370.800781
Iteration 26Q: 16 clusters Score -2.817885e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 298192 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 5 contains 5806 members 
Mstep: Class 6 contains 6012 members 
Mstep: Class 8 contains 43361 members 
Mstep: Class 9 contains 1735 members 
Mstep: Class 10 contains 16132 members 
Mstep: Class 11 contains 3369 members 
Mstep: Class 12 contains 77813 members 
Mstep: Class 13 contains 18229 members 
Mstep: Class 14 contains 15568 members 
Mstep: Class 16 contains 4556 members 
Mstep: Class 17 contains 12874 members 
Mstep: Class 18 contains 41336 members 
Mstep: Class 19 contains 37971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28180276.000000 Penalty: 32370.800781
Iteration 27Q: 16 clusters Score -2.818028e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 300347 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 5 contains 5842 members 
Mstep: Class 6 contains 6100 members 
Mstep: Class 8 contains 42663 members 
Mstep: Class 9 contains 1732 members 
Mstep: Class 10 contains 15952 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 78841 members 
Mstep: Class 13 contains 17306 members 
Mstep: Class 14 contains 15758 members 
Mstep: Class 16 contains 4487 members 
Mstep: Class 17 contains 12796 members 
Mstep: Class 18 contains 40798 members 
Mstep: Class 19 contains 37083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28181412.000000 Penalty: 32370.800781
Iteration 28Q: 16 clusters Score -2.818141e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 302198 members 
Mstep: Class 2 contains 2517 members 
Mstep: Class 5 contains 5864 members 
Mstep: Class 6 contains 6163 members 
Mstep: Class 8 contains 41962 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 15805 members 
Mstep: Class 11 contains 3218 members 
Mstep: Class 12 contains 79829 members 
Mstep: Class 13 contains 16687 members 
Mstep: Class 14 contains 15936 members 
Mstep: Class 16 contains 4431 members 
Mstep: Class 17 contains 12704 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 36218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28182166.000000 Penalty: 32370.800781
Iteration 29Q: 16 clusters Score -2.818217e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 303828 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 6229 members 
Mstep: Class 8 contains 41288 members 
Mstep: Class 9 contains 1734 members 
Mstep: Class 10 contains 15643 members 
Mstep: Class 11 contains 3154 members 
Mstep: Class 12 contains 80758 members 
Mstep: Class 13 contains 16218 members 
Mstep: Class 14 contains 16118 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 12644 members 
Mstep: Class 18 contains 39803 members 
Mstep: Class 19 contains 35390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28182890.000000 Penalty: 32370.800781
Iteration 30Q: 16 clusters Score -2.818289e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 305299 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 5 contains 5881 members 
Mstep: Class 6 contains 6297 members 
Mstep: Class 8 contains 40646 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 15494 members 
Mstep: Class 11 contains 3071 members 
Mstep: Class 12 contains 81612 members 
Mstep: Class 13 contains 15847 members 
Mstep: Class 14 contains 16303 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 12607 members 
Mstep: Class 18 contains 39361 members 
Mstep: Class 19 contains 34605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28183330.000000 Penalty: 32370.800781
Iteration 31Q: 16 clusters Score -2.818333e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 306648 members 
Mstep: Class 2 contains 2382 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 8 contains 39977 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 15355 members 
Mstep: Class 11 contains 2974 members 
Mstep: Class 12 contains 82396 members 
Mstep: Class 13 contains 15534 members 
Mstep: Class 14 contains 16503 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 12564 members 
Mstep: Class 18 contains 38970 members 
Mstep: Class 19 contains 33891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28183758.000000 Penalty: 32370.800781
Iteration 32Q: 16 clusters Score -2.818376e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 307905 members 
Mstep: Class 2 contains 2338 members 
Mstep: Class 5 contains 5908 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 8 contains 39348 members 
Mstep: Class 9 contains 1733 members 
Mstep: Class 10 contains 15234 members 
Mstep: Class 11 contains 2888 members 
Mstep: Class 12 contains 83101 members 
Mstep: Class 13 contains 15238 members 
Mstep: Class 14 contains 16719 members 
Mstep: Class 16 contains 4339 members 
Mstep: Class 17 contains 12532 members 
Mstep: Class 18 contains 38628 members 
Mstep: Class 19 contains 33209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28184212.000000 Penalty: 32370.800781
Iteration 33Q: 16 clusters Score -2.818421e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 309076 members 
Mstep: Class 2 contains 2305 members 
Mstep: Class 5 contains 5919 members 
Mstep: Class 6 contains 6497 members 
Mstep: Class 8 contains 38747 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 15130 members 
Mstep: Class 11 contains 2824 members 
Mstep: Class 12 contains 83735 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 16903 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 12506 members 
Mstep: Class 18 contains 38328 members 
Mstep: Class 19 contains 32529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28184412.000000 Penalty: 32370.800781
Iteration 34Q: 16 clusters Score -2.818441e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 310126 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 5 contains 5929 members 
Mstep: Class 6 contains 6549 members 
Mstep: Class 8 contains 38149 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 15036 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 84382 members 
Mstep: Class 13 contains 14835 members 
Mstep: Class 14 contains 17061 members 
Mstep: Class 16 contains 4290 members 
Mstep: Class 17 contains 12478 members 
Mstep: Class 18 contains 38057 members 
Mstep: Class 19 contains 31890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28184620.000000 Penalty: 32370.800781
Iteration 35Q: 16 clusters Score -2.818462e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 311089 members 
Mstep: Class 2 contains 2256 members 
Mstep: Class 5 contains 5921 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 8 contains 37606 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 10 contains 14942 members 
Mstep: Class 11 contains 2694 members 
Mstep: Class 12 contains 85004 members 
Mstep: Class 13 contains 14696 members 
Mstep: Class 14 contains 17223 members 
Mstep: Class 16 contains 4273 members 
Mstep: Class 17 contains 12446 members 
Mstep: Class 18 contains 37790 members 
Mstep: Class 19 contains 31274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28184760.000000 Penalty: 32370.800781
Iteration 36Q: 16 clusters Score -2.818476e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 311919 members 
Mstep: Class 2 contains 2235 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 6677 members 
Mstep: Class 8 contains 37097 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 10 contains 14835 members 
Mstep: Class 11 contains 2625 members 
Mstep: Class 12 contains 85590 members 
Mstep: Class 13 contains 14565 members 
Mstep: Class 14 contains 17403 members 
Mstep: Class 16 contains 4255 members 
Mstep: Class 17 contains 12425 members 
Mstep: Class 18 contains 37584 members 
Mstep: Class 19 contains 30684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28184902.000000 Penalty: 32370.800781
Iteration 37Q: 16 clusters Score -2.81849e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 312652 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 5 contains 5914 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 8 contains 36663 members 
Mstep: Class 9 contains 1739 members 
Mstep: Class 10 contains 14750 members 
Mstep: Class 11 contains 2553 members 
Mstep: Class 12 contains 86159 members 
Mstep: Class 13 contains 14479 members 
Mstep: Class 14 contains 17562 members 
Mstep: Class 16 contains 4247 members 
Mstep: Class 17 contains 12412 members 
Mstep: Class 18 contains 37389 members 
Mstep: Class 19 contains 30099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28185258.000000 Penalty: 32370.800781
Iteration 38Q: 16 clusters Score -2.818526e+07 nChanged 1961
Entering ConstructFrom: 
Score: -28185258.000000 Penalty: 32370.800781
Entering ConstructFrom: 
Trying to split cluster 1 (313338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313338 members 
Entering Unmasked Estep 
Score: -15765827.000000 Penalty: 2056.443604
	Iteration 0F: 2 clusters Score -1.576583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156622 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -15554624.000000 Penalty: 4112.887207
	Iteration 0F: 3 clusters Score -1.555462e+07 nChanged 152536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162798 members 
Mstep: Class 2 contains 150540 members 
Entering Unmasked Estep 
Score: -15648366.000000 Penalty: 4112.887207
	Iteration 1F: 3 clusters Score -1.564837e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167642 members 
Mstep: Class 2 contains 145696 members 
Entering Unmasked Estep 
Score: -15652704.000000 Penalty: 4112.887207
	Iteration 2Q: 3 clusters Score -1.56527e+07 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175034 members 
Mstep: Class 2 contains 138304 members 
Entering Unmasked Estep 
Score: -15659178.000000 Penalty: 4112.887207
	Iteration 3Q: 3 clusters Score -1.565918e+07 nChanged 18446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185340 members 
Mstep: Class 2 contains 127998 members 
Entering Unmasked Estep 
Score: -15667972.000000 Penalty: 4112.887207
	Iteration 4F: 3 clusters Score -1.566797e+07 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198562 members 
Mstep: Class 2 contains 114776 members 
Entering Unmasked Estep 
Score: -15678380.000000 Penalty: 4112.887207
	Iteration 5F: 3 clusters Score -1.567838e+07 nChanged 20360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214300 members 
Mstep: Class 2 contains 99038 members 
Entering Unmasked Estep 
Score: -15689545.000000 Penalty: 4112.887207
	Iteration 6F: 3 clusters Score -1.568954e+07 nChanged 19975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232145 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -15701812.000000 Penalty: 4112.887207
	Iteration 7F: 3 clusters Score -1.570181e+07 nChanged 19023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250652 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -15714547.000000 Penalty: 4112.887207
	Iteration 8F: 3 clusters Score -1.571455e+07 nChanged 18057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268673 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -15728172.000000 Penalty: 4112.887207
	Iteration 9F: 3 clusters Score -1.572817e+07 nChanged 16223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284894 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -15741104.000000 Penalty: 4112.887207
	Iteration 10F: 3 clusters Score -1.57411e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297431 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -15751857.000000 Penalty: 4112.887207
	Iteration 11Q: 3 clusters Score -1.575186e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305379 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -15758487.000000 Penalty: 4112.887207
	Iteration 12Q: 3 clusters Score -1.575849e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309566 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -15761654.000000 Penalty: 4112.887207
	Iteration 13Q: 3 clusters Score -1.576165e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311464 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -15762935.000000 Penalty: 4112.887207
	Iteration 14Q: 3 clusters Score -1.576294e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312313 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -15763499.000000 Penalty: 4112.887207
	Iteration 15Q: 3 clusters Score -1.57635e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312670 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -15763756.000000 Penalty: 4112.887207
	Iteration 16Q: 3 clusters Score -1.576376e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312836 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -15763886.000000 Penalty: 4112.887207
	Iteration 17Q: 3 clusters Score -1.576389e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312911 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -15763935.000000 Penalty: 4112.887207
	Iteration 18Q: 3 clusters Score -1.576394e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312947 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -15763968.000000 Penalty: 4112.887207
	Iteration 19Q: 3 clusters Score -1.576397e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312972 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15763992.000000 Penalty: 4112.887207
	Iteration 20F: 3 clusters Score -1.576399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312990 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -15764012.000000 Penalty: 4112.887207
	Iteration 21Q: 3 clusters Score -1.576401e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312996 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -15764027.000000 Penalty: 4112.887207
	Iteration 22Q: 3 clusters Score -1.576403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313003 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -15764022.000000 Penalty: 4112.887207
	Iteration 23Q: 3 clusters Score -1.576402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313006 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -15764033.000000 Penalty: 4112.887207
	Iteration 24Q: 3 clusters Score -1.576403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313009 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -15764038.000000 Penalty: 4112.887207
	Iteration 25Q: 3 clusters Score -1.576404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313013 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -15764032.000000 Penalty: 4112.887207
	Iteration 26Q: 3 clusters Score -1.576403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313017 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -15764031.000000 Penalty: 4112.887207
	Iteration 27Q: 3 clusters Score -1.576403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313019 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15764031.000000 Penalty: 4112.887207
	Iteration 28Q: 3 clusters Score -1.576403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313020 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -15764043.000000 Penalty: 4112.887207
	Iteration 29Q: 3 clusters Score -1.576404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313023 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -15764040.000000 Penalty: 4112.887207
	Iteration 30Q: 3 clusters Score -1.576404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313022 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15764039.000000 Penalty: 4112.887207
	Iteration 31Q: 3 clusters Score -1.576404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313026 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15764052.000000 Penalty: 4112.887207
	Iteration 32Q: 3 clusters Score -1.576405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313027 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15764052.000000 Penalty: 4112.887207
	Iteration 33Q: 3 clusters Score -1.576405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313026 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15764050.000000 Penalty: 4112.887207
	Iteration 34Q: 3 clusters Score -1.576405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313025 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15764055.000000 Penalty: 4112.887207
	Iteration 35Q: 3 clusters Score -1.576406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313025 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15764055.000000 Penalty: 4112.887207
	Iteration 36F: 3 clusters Score -1.576406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -98033.070312 Penalty: 1250.338867
	Iteration 0F: 2 clusters Score -98033.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -95811.335938 Penalty: 2500.677734
	Iteration 0F: 3 clusters Score -95811.34 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -96358.640625 Penalty: 2500.677734
	Iteration 1F: 3 clusters Score -96358.64 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -96460.726562 Penalty: 2500.677734
	Iteration 2F: 3 clusters Score -96460.73 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -96519.406250 Penalty: 2500.677734
	Iteration 3Q: 3 clusters Score -96519.41 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -96560.468750 Penalty: 2500.677734
	Iteration 4Q: 3 clusters Score -96560.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -96587.468750 Penalty: 2500.677734
	Iteration 5Q: 3 clusters Score -96587.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -96604.960938 Penalty: 2500.677734
	Iteration 6Q: 3 clusters Score -96604.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -96620.054688 Penalty: 2500.677734
	Iteration 7Q: 3 clusters Score -96620.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -96632.632812 Penalty: 2500.677734
	Iteration 8Q: 3 clusters Score -96632.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -96647.773438 Penalty: 2500.677734
	Iteration 9Q: 3 clusters Score -96647.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -96660.250000 Penalty: 2500.677734
	Iteration 10Q: 3 clusters Score -96660.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -96667.585938 Penalty: 2500.677734
	Iteration 11Q: 3 clusters Score -96667.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -96673.937500 Penalty: 2500.677734
	Iteration 12Q: 3 clusters Score -96673.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -96681.070312 Penalty: 2500.677734
	Iteration 13Q: 3 clusters Score -96681.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -96686.992188 Penalty: 2500.677734
	Iteration 14Q: 3 clusters Score -96686.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -96697.531250 Penalty: 2500.677734
	Iteration 15Q: 3 clusters Score -96697.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -96706.023438 Penalty: 2500.677734
	Iteration 16Q: 3 clusters Score -96706.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -96718.328125 Penalty: 2500.677734
	Iteration 17Q: 3 clusters Score -96718.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -96736.039062 Penalty: 2500.677734
	Iteration 18Q: 3 clusters Score -96736.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -96751.195312 Penalty: 2500.677734
	Iteration 19Q: 3 clusters Score -96751.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -96766.171875 Penalty: 2500.677734
	Iteration 20F: 3 clusters Score -96766.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -96779.750000 Penalty: 2500.677734
	Iteration 21Q: 3 clusters Score -96779.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -96793.453125 Penalty: 2500.677734
	Iteration 22Q: 3 clusters Score -96793.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -96803.328125 Penalty: 2500.677734
	Iteration 23Q: 3 clusters Score -96803.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -96812.742188 Penalty: 2500.677734
	Iteration 24Q: 3 clusters Score -96812.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -96832.406250 Penalty: 2500.677734
	Iteration 25Q: 3 clusters Score -96832.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -96848.414062 Penalty: 2500.677734
	Iteration 26Q: 3 clusters Score -96848.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -96854.703125 Penalty: 2500.677734
	Iteration 27Q: 3 clusters Score -96854.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -96864.046875 Penalty: 2500.677734
	Iteration 28Q: 3 clusters Score -96864.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -96874.226562 Penalty: 2500.677734
	Iteration 29Q: 3 clusters Score -96874.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -96881.882812 Penalty: 2500.677734
	Iteration 30Q: 3 clusters Score -96881.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -96888.437500 Penalty: 2500.677734
	Iteration 31Q: 3 clusters Score -96888.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -96893.781250 Penalty: 2500.677734
	Iteration 32Q: 3 clusters Score -96893.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -96895.820312 Penalty: 2500.677734
	Iteration 33Q: 3 clusters Score -96895.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -96896.828125 Penalty: 2500.677734
	Iteration 34Q: 3 clusters Score -96896.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -96899.015625 Penalty: 2500.677734
	Iteration 35Q: 3 clusters Score -96899.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -96901.890625 Penalty: 2500.677734
	Iteration 36Q: 3 clusters Score -96901.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -96904.914062 Penalty: 2500.677734
	Iteration 37Q: 3 clusters Score -96904.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -96907.156250 Penalty: 2500.677734
	Iteration 38Q: 3 clusters Score -96907.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -96909.250000 Penalty: 2500.677734
	Iteration 39Q: 3 clusters Score -96909.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -96912.968750 Penalty: 2500.677734
	Iteration 40F: 3 clusters Score -96912.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -96917.101562 Penalty: 2500.677734
	Iteration 41Q: 3 clusters Score -96917.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -96919.648438 Penalty: 2500.677734
	Iteration 42Q: 3 clusters Score -96919.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -96923.273438 Penalty: 2500.677734
	Iteration 43Q: 3 clusters Score -96923.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -96925.640625 Penalty: 2500.677734
	Iteration 44Q: 3 clusters Score -96925.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -96926.507812 Penalty: 2500.677734
	Iteration 45Q: 3 clusters Score -96926.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -96926.945312 Penalty: 2500.677734
	Iteration 46Q: 3 clusters Score -96926.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -96927.000000 Penalty: 2500.677734
	Iteration 47Q: 3 clusters Score -96927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -96927.000000 Penalty: 2500.677734
	Iteration 48F: 3 clusters Score -96927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Entering Unmasked Estep 
Score: -305687.156250 Penalty: 1410.884888
	Iteration 0F: 2 clusters Score -305687.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -301096.906250 Penalty: 2821.769775
	Iteration 0F: 3 clusters Score -301096.9 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -302375.968750 Penalty: 2821.769775
	Iteration 1F: 3 clusters Score -302376 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -302562.906250 Penalty: 2821.769775
	Iteration 2F: 3 clusters Score -302562.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -302720.406250 Penalty: 2821.769775
	Iteration 3F: 3 clusters Score -302720.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -302876.593750 Penalty: 2821.769775
	Iteration 4Q: 3 clusters Score -302876.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -303003.281250 Penalty: 2821.769775
	Iteration 5Q: 3 clusters Score -303003.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -303111.750000 Penalty: 2821.769775
	Iteration 6Q: 3 clusters Score -303111.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -303228.562500 Penalty: 2821.769775
	Iteration 7Q: 3 clusters Score -303228.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -303355.281250 Penalty: 2821.769775
	Iteration 8Q: 3 clusters Score -303355.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -303477.406250 Penalty: 2821.769775
	Iteration 9Q: 3 clusters Score -303477.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -303605.656250 Penalty: 2821.769775
	Iteration 10Q: 3 clusters Score -303605.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -303731.531250 Penalty: 2821.769775
	Iteration 11Q: 3 clusters Score -303731.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -303851.843750 Penalty: 2821.769775
	Iteration 12Q: 3 clusters Score -303851.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -303975.000000 Penalty: 2821.769775
	Iteration 13Q: 3 clusters Score -303975 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -304092.656250 Penalty: 2821.769775
	Iteration 14Q: 3 clusters Score -304092.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -304174.000000 Penalty: 2821.769775
	Iteration 15Q: 3 clusters Score -304174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -304244.906250 Penalty: 2821.769775
	Iteration 16Q: 3 clusters Score -304244.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -304302.125000 Penalty: 2821.769775
	Iteration 17Q: 3 clusters Score -304302.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -304347.343750 Penalty: 2821.769775
	Iteration 18Q: 3 clusters Score -304347.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -304384.406250 Penalty: 2821.769775
	Iteration 19Q: 3 clusters Score -304384.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -304403.375000 Penalty: 2821.769775
	Iteration 20F: 3 clusters Score -304403.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -304414.812500 Penalty: 2821.769775
	Iteration 21Q: 3 clusters Score -304414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -304423.500000 Penalty: 2821.769775
	Iteration 22Q: 3 clusters Score -304423.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -304432.718750 Penalty: 2821.769775
	Iteration 23Q: 3 clusters Score -304432.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -304440.718750 Penalty: 2821.769775
	Iteration 24Q: 3 clusters Score -304440.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -304444.625000 Penalty: 2821.769775
	Iteration 25Q: 3 clusters Score -304444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -304449.968750 Penalty: 2821.769775
	Iteration 26Q: 3 clusters Score -304450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -304451.906250 Penalty: 2821.769775
	Iteration 27Q: 3 clusters Score -304451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -304452.968750 Penalty: 2821.769775
	Iteration 28Q: 3 clusters Score -304453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -304452.968750 Penalty: 2821.769775
	Iteration 29F: 3 clusters Score -304453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Entering Unmasked Estep 
Score: -318669.468750 Penalty: 1434.177246
	Iteration 0F: 2 clusters Score -318669.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -313586.593750 Penalty: 2868.354492
	Iteration 0F: 3 clusters Score -313586.6 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -315175.250000 Penalty: 2868.354492
	Iteration 1F: 3 clusters Score -315175.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -315540.125000 Penalty: 2868.354492
	Iteration 2F: 3 clusters Score -315540.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -315904.000000 Penalty: 2868.354492
	Iteration 3F: 3 clusters Score -315904 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -316267.750000 Penalty: 2868.354492
	Iteration 4F: 3 clusters Score -316267.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -316647.187500 Penalty: 2868.354492
	Iteration 5F: 3 clusters Score -316647.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -316964.187500 Penalty: 2868.354492
	Iteration 6F: 3 clusters Score -316964.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -317172.937500 Penalty: 2868.354492
	Iteration 7Q: 3 clusters Score -317172.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -317296.812500 Penalty: 2868.354492
	Iteration 8Q: 3 clusters Score -317296.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -317379.093750 Penalty: 2868.354492
	Iteration 9Q: 3 clusters Score -317379.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -317431.906250 Penalty: 2868.354492
	Iteration 10Q: 3 clusters Score -317431.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -317465.375000 Penalty: 2868.354492
	Iteration 11Q: 3 clusters Score -317465.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -317492.937500 Penalty: 2868.354492
	Iteration 12Q: 3 clusters Score -317492.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -317513.687500 Penalty: 2868.354492
	Iteration 13Q: 3 clusters Score -317513.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -317525.781250 Penalty: 2868.354492
	Iteration 14Q: 3 clusters Score -317525.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -317533.375000 Penalty: 2868.354492
	Iteration 15Q: 3 clusters Score -317533.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -317543.156250 Penalty: 2868.354492
	Iteration 16Q: 3 clusters Score -317543.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -317549.593750 Penalty: 2868.354492
	Iteration 17Q: 3 clusters Score -317549.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -317554.906250 Penalty: 2868.354492
	Iteration 18Q: 3 clusters Score -317554.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -317558.875000 Penalty: 2868.354492
	Iteration 19Q: 3 clusters Score -317558.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -317564.437500 Penalty: 2868.354492
	Iteration 20F: 3 clusters Score -317564.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -317572.187500 Penalty: 2868.354492
	Iteration 21Q: 3 clusters Score -317572.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -317581.281250 Penalty: 2868.354492
	Iteration 22Q: 3 clusters Score -317581.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -317586.562500 Penalty: 2868.354492
	Iteration 23Q: 3 clusters Score -317586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -317588.437500 Penalty: 2868.354492
	Iteration 24Q: 3 clusters Score -317588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -317588.781250 Penalty: 2868.354492
	Iteration 25Q: 3 clusters Score -317588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -317589.593750 Penalty: 2868.354492
	Iteration 26Q: 3 clusters Score -317589.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -317593.718750 Penalty: 2868.354492
	Iteration 27Q: 3 clusters Score -317593.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -317595.406250 Penalty: 2868.354492
	Iteration 28Q: 3 clusters Score -317595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -317596.156250 Penalty: 2868.354492
	Iteration 29Q: 3 clusters Score -317596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -317596.437500 Penalty: 2868.354492
	Iteration 30Q: 3 clusters Score -317596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -317596.781250 Penalty: 2868.354492
	Iteration 31Q: 3 clusters Score -317596.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -317596.781250 Penalty: 2868.354492
	Iteration 32F: 3 clusters Score -317596.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Entering Unmasked Estep 
Score: -1867746.625000 Penalty: 1705.786133
	Iteration 0F: 2 clusters Score -1867747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -1843506.625000 Penalty: 3411.572266
	Iteration 0F: 3 clusters Score -1843507 nChanged 16783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1852675.750000 Penalty: 3411.572266
	Iteration 1F: 3 clusters Score -1852676 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -1853080.125000 Penalty: 3411.572266
	Iteration 2Q: 3 clusters Score -1853080 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1853521.875000 Penalty: 3411.572266
	Iteration 3Q: 3 clusters Score -1853522 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -1854089.375000 Penalty: 3411.572266
	Iteration 4Q: 3 clusters Score -1854089 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1854868.625000 Penalty: 3411.572266
	Iteration 5Q: 3 clusters Score -1854869 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -1855998.250000 Penalty: 3411.572266
	Iteration 6F: 3 clusters Score -1855998 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1857571.750000 Penalty: 3411.572266
	Iteration 7F: 3 clusters Score -1857572 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1859721.500000 Penalty: 3411.572266
	Iteration 8F: 3 clusters Score -1859722 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1862102.500000 Penalty: 3411.572266
	Iteration 9F: 3 clusters Score -1862102 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1863848.750000 Penalty: 3411.572266
	Iteration 10F: 3 clusters Score -1863849 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1864864.125000 Penalty: 3411.572266
	Iteration 11Q: 3 clusters Score -1864864 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1865473.875000 Penalty: 3411.572266
	Iteration 12Q: 3 clusters Score -1865474 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1865846.875000 Penalty: 3411.572266
	Iteration 13Q: 3 clusters Score -1865847 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1866136.500000 Penalty: 3411.572266
	Iteration 14Q: 3 clusters Score -1866136 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1866299.375000 Penalty: 3411.572266
	Iteration 15Q: 3 clusters Score -1866299 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1866398.750000 Penalty: 3411.572266
	Iteration 16Q: 3 clusters Score -1866399 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1866483.750000 Penalty: 3411.572266
	Iteration 17Q: 3 clusters Score -1866484 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1866545.000000 Penalty: 3411.572266
	Iteration 18Q: 3 clusters Score -1866545 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1866608.000000 Penalty: 3411.572266
	Iteration 19Q: 3 clusters Score -1866608 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1866642.250000 Penalty: 3411.572266
	Iteration 20F: 3 clusters Score -1866642 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1866676.250000 Penalty: 3411.572266
	Iteration 21Q: 3 clusters Score -1866676 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1866698.125000 Penalty: 3411.572266
	Iteration 22Q: 3 clusters Score -1866698 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1866718.000000 Penalty: 3411.572266
	Iteration 23Q: 3 clusters Score -1866718 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1866735.125000 Penalty: 3411.572266
	Iteration 24Q: 3 clusters Score -1866735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1866751.125000 Penalty: 3411.572266
	Iteration 25Q: 3 clusters Score -1866751 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1866761.250000 Penalty: 3411.572266
	Iteration 26Q: 3 clusters Score -1866761 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1866769.125000 Penalty: 3411.572266
	Iteration 27Q: 3 clusters Score -1866769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1866775.625000 Penalty: 3411.572266
	Iteration 28Q: 3 clusters Score -1866776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1866782.000000 Penalty: 3411.572266
	Iteration 29Q: 3 clusters Score -1866782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1866792.375000 Penalty: 3411.572266
	Iteration 30Q: 3 clusters Score -1866792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1866810.250000 Penalty: 3411.572266
	Iteration 31Q: 3 clusters Score -1866810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1866812.375000 Penalty: 3411.572266
	Iteration 32Q: 3 clusters Score -1866812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1866823.875000 Penalty: 3411.572266
	Iteration 33Q: 3 clusters Score -1866824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1866833.625000 Penalty: 3411.572266
	Iteration 34Q: 3 clusters Score -1866834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1866837.750000 Penalty: 3411.572266
	Iteration 35Q: 3 clusters Score -1866838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1866849.125000 Penalty: 3411.572266
	Iteration 36Q: 3 clusters Score -1866849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1866848.875000 Penalty: 3411.572266
	Iteration 37Q: 3 clusters Score -1866849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1866848.500000 Penalty: 3411.572266
	Iteration 38Q: 3 clusters Score -1866848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1866846.625000 Penalty: 3411.572266
	Iteration 39Q: 3 clusters Score -1866847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1866850.125000 Penalty: 3411.572266
	Iteration 40F: 3 clusters Score -1866850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1866852.625000 Penalty: 3411.572266
	Iteration 41Q: 3 clusters Score -1866853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1866861.500000 Penalty: 3411.572266
	Iteration 42Q: 3 clusters Score -1866862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1866856.625000 Penalty: 3411.572266
	Iteration 43Q: 3 clusters Score -1866857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1866862.000000 Penalty: 3411.572266
	Iteration 44Q: 3 clusters Score -1866862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1866861.625000 Penalty: 3411.572266
	Iteration 45Q: 3 clusters Score -1866862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1866865.250000 Penalty: 3411.572266
	Iteration 46Q: 3 clusters Score -1866865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1866863.000000 Penalty: 3411.572266
	Iteration 47Q: 3 clusters Score -1866863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1866862.000000 Penalty: 3411.572266
	Iteration 48Q: 3 clusters Score -1866862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1866859.625000 Penalty: 3411.572266
	Iteration 49Q: 3 clusters Score -1866860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1866861.875000 Penalty: 3411.572266
	Iteration 50Q: 3 clusters Score -1866862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1866861.750000 Penalty: 3411.572266
	Iteration 51Q: 3 clusters Score -1866862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1866860.375000 Penalty: 3411.572266
	Iteration 52Q: 3 clusters Score -1866860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1866859.375000 Penalty: 3411.572266
	Iteration 53Q: 3 clusters Score -1866859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1866861.375000 Penalty: 3411.572266
	Iteration 54Q: 3 clusters Score -1866861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1866861.875000 Penalty: 3411.572266
	Iteration 55Q: 3 clusters Score -1866862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1866860.875000 Penalty: 3411.572266
	Iteration 56Q: 3 clusters Score -1866861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1866860.625000 Penalty: 3411.572266
	Iteration 57Q: 3 clusters Score -1866861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1866861.875000 Penalty: 3411.572266
	Iteration 58Q: 3 clusters Score -1866862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1866861.250000 Penalty: 3411.572266
	Iteration 59Q: 3 clusters Score -1866861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1866861.250000 Penalty: 3411.572266
	Iteration 60F: 3 clusters Score -1866861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -81557.937500 Penalty: 1212.142578
	Iteration 0F: 2 clusters Score -81557.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -79612.625000 Penalty: 2424.285156
	Iteration 0F: 3 clusters Score -79612.62 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -80081.007812 Penalty: 2424.285156
	Iteration 1F: 3 clusters Score -80081.01 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -80266.375000 Penalty: 2424.285156
	Iteration 2F: 3 clusters Score -80266.38 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -80475.578125 Penalty: 2424.285156
	Iteration 3F: 3 clusters Score -80475.58 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -80782.171875 Penalty: 2424.285156
	Iteration 4F: 3 clusters Score -80782.17 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -81065.937500 Penalty: 2424.285156
	Iteration 5F: 3 clusters Score -81065.94 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -81281.390625 Penalty: 2424.285156
	Iteration 6F: 3 clusters Score -81281.39 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -81428.515625 Penalty: 2424.285156
	Iteration 7Q: 3 clusters Score -81428.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81497.835938 Penalty: 2424.285156
	Iteration 8Q: 3 clusters Score -81497.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81516.242188 Penalty: 2424.285156
	Iteration 9Q: 3 clusters Score -81516.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -81526.695312 Penalty: 2424.285156
	Iteration 10Q: 3 clusters Score -81526.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81532.039062 Penalty: 2424.285156
	Iteration 11Q: 3 clusters Score -81532.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81534.039062 Penalty: 2424.285156
	Iteration 12Q: 3 clusters Score -81534.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81536.257812 Penalty: 2424.285156
	Iteration 13Q: 3 clusters Score -81536.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81536.750000 Penalty: 2424.285156
	Iteration 14Q: 3 clusters Score -81536.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81536.750000 Penalty: 2424.285156
	Iteration 15F: 3 clusters Score -81536.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Entering Unmasked Estep 
Score: -651029.687500 Penalty: 1558.920166
	Iteration 0F: 2 clusters Score -651029.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -640872.062500 Penalty: 3117.840332
	Iteration 0F: 3 clusters Score -640872.1 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -644678.062500 Penalty: 3117.840332
	Iteration 1F: 3 clusters Score -644678.1 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -645724.625000 Penalty: 3117.840332
	Iteration 2F: 3 clusters Score -645724.6 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -647548.375000 Penalty: 3117.840332
	Iteration 3F: 3 clusters Score -647548.4 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -649552.750000 Penalty: 3117.840332
	Iteration 4F: 3 clusters Score -649552.8 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -650740.812500 Penalty: 3117.840332
	Iteration 5F: 3 clusters Score -650740.8 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -651249.375000 Penalty: 3117.840332
	Iteration 6F: 3 clusters Score -651249.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -651545.562500 Penalty: 3117.840332
	Iteration 7Q: 3 clusters Score -651545.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -651780.437500 Penalty: 3117.840332
	Iteration 8Q: 3 clusters Score -651780.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -651982.187500 Penalty: 3117.840332
	Iteration 9Q: 3 clusters Score -651982.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -652136.000000 Penalty: 3117.840332
	Iteration 10Q: 3 clusters Score -652136 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -652270.187500 Penalty: 3117.840332
	Iteration 11Q: 3 clusters Score -652270.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -652366.062500 Penalty: 3117.840332
	Iteration 12Q: 3 clusters Score -652366.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -652451.250000 Penalty: 3117.840332
	Iteration 13Q: 3 clusters Score -652451.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -652514.625000 Penalty: 3117.840332
	Iteration 14Q: 3 clusters Score -652514.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -652552.062500 Penalty: 3117.840332
	Iteration 15Q: 3 clusters Score -652552.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -652575.937500 Penalty: 3117.840332
	Iteration 16Q: 3 clusters Score -652575.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -652599.062500 Penalty: 3117.840332
	Iteration 17Q: 3 clusters Score -652599.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -652611.312500 Penalty: 3117.840332
	Iteration 18Q: 3 clusters Score -652611.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -652624.437500 Penalty: 3117.840332
	Iteration 19Q: 3 clusters Score -652624.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -652634.875000 Penalty: 3117.840332
	Iteration 20F: 3 clusters Score -652634.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -652639.750000 Penalty: 3117.840332
	Iteration 21Q: 3 clusters Score -652639.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -652642.875000 Penalty: 3117.840332
	Iteration 22Q: 3 clusters Score -652642.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -652643.875000 Penalty: 3117.840332
	Iteration 23Q: 3 clusters Score -652643.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -652646.187500 Penalty: 3117.840332
	Iteration 24Q: 3 clusters Score -652646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -652646.750000 Penalty: 3117.840332
	Iteration 25Q: 3 clusters Score -652646.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -652649.062500 Penalty: 3117.840332
	Iteration 26Q: 3 clusters Score -652649.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -652652.875000 Penalty: 3117.840332
	Iteration 27Q: 3 clusters Score -652652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -652653.375000 Penalty: 3117.840332
	Iteration 28Q: 3 clusters Score -652653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -652655.000000 Penalty: 3117.840332
	Iteration 29Q: 3 clusters Score -652655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -652656.687500 Penalty: 3117.840332
	Iteration 30Q: 3 clusters Score -652656.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -652655.875000 Penalty: 3117.840332
	Iteration 31Q: 3 clusters Score -652655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -652656.250000 Penalty: 3117.840332
	Iteration 32Q: 3 clusters Score -652656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -652654.750000 Penalty: 3117.840332
	Iteration 33Q: 3 clusters Score -652654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -652655.437500 Penalty: 3117.840332
	Iteration 34Q: 3 clusters Score -652655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -652656.375000 Penalty: 3117.840332
	Iteration 35Q: 3 clusters Score -652656.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -652656.375000 Penalty: 3117.840332
	Iteration 36F: 3 clusters Score -652656.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 313338 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 8 contains 36212 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 12578 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 86684 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 17717 members 
Mstep: Class 16 contains 4233 members 
Mstep: Class 17 contains 12401 members 
Mstep: Class 18 contains 37206 members 
Mstep: Class 19 contains 29582 members 
Entering Unmasked Estep 
Score: -28186450.000000 Penalty: 34528.855469
Splitting cluster 10 changes total score from -28185258.000000 to -28186450.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 11 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -106273.000000 Penalty: 1269.708618
	Iteration 0F: 2 clusters Score -106273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -103862.593750 Penalty: 2539.417236
	Iteration 0F: 3 clusters Score -103862.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -104402.679688 Penalty: 2539.417236
	Iteration 1F: 3 clusters Score -104402.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -104547.882812 Penalty: 2539.417236
	Iteration 2F: 3 clusters Score -104547.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -104683.960938 Penalty: 2539.417236
	Iteration 3F: 3 clusters Score -104684 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -104810.179688 Penalty: 2539.417236
	Iteration 4Q: 3 clusters Score -104810.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -104935.265625 Penalty: 2539.417236
	Iteration 5Q: 3 clusters Score -104935.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -105043.789062 Penalty: 2539.417236
	Iteration 6Q: 3 clusters Score -105043.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -105145.648438 Penalty: 2539.417236
	Iteration 7Q: 3 clusters Score -105145.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -105235.414062 Penalty: 2539.417236
	Iteration 8Q: 3 clusters Score -105235.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -105339.023438 Penalty: 2539.417236
	Iteration 9Q: 3 clusters Score -105339 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -105441.695312 Penalty: 2539.417236
	Iteration 10Q: 3 clusters Score -105441.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -105543.921875 Penalty: 2539.417236
	Iteration 11Q: 3 clusters Score -105543.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -105632.906250 Penalty: 2539.417236
	Iteration 12Q: 3 clusters Score -105632.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -105727.992188 Penalty: 2539.417236
	Iteration 13Q: 3 clusters Score -105728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -105848.820312 Penalty: 2539.417236
	Iteration 14Q: 3 clusters Score -105848.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -105916.453125 Penalty: 2539.417236
	Iteration 15Q: 3 clusters Score -105916.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -105964.351562 Penalty: 2539.417236
	Iteration 16Q: 3 clusters Score -105964.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -105997.054688 Penalty: 2539.417236
	Iteration 17Q: 3 clusters Score -105997.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -106021.726562 Penalty: 2539.417236
	Iteration 18Q: 3 clusters Score -106021.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -106047.148438 Penalty: 2539.417236
	Iteration 19Q: 3 clusters Score -106047.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -106066.281250 Penalty: 2539.417236
	Iteration 20F: 3 clusters Score -106066.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -106081.242188 Penalty: 2539.417236
	Iteration 21Q: 3 clusters Score -106081.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -106089.960938 Penalty: 2539.417236
	Iteration 22Q: 3 clusters Score -106090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -106096.109375 Penalty: 2539.417236
	Iteration 23Q: 3 clusters Score -106096.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -106098.898438 Penalty: 2539.417236
	Iteration 24Q: 3 clusters Score -106098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -106102.109375 Penalty: 2539.417236
	Iteration 25Q: 3 clusters Score -106102.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -106103.484375 Penalty: 2539.417236
	Iteration 26Q: 3 clusters Score -106103.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -106104.570312 Penalty: 2539.417236
	Iteration 27Q: 3 clusters Score -106104.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -106107.148438 Penalty: 2539.417236
	Iteration 28Q: 3 clusters Score -106107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -106108.710938 Penalty: 2539.417236
	Iteration 29Q: 3 clusters Score -106108.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -106109.265625 Penalty: 2539.417236
	Iteration 30Q: 3 clusters Score -106109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -106110.843750 Penalty: 2539.417236
	Iteration 31Q: 3 clusters Score -106110.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -106111.179688 Penalty: 2539.417236
	Iteration 32Q: 3 clusters Score -106111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -106111.179688 Penalty: 2539.417236
	Iteration 33F: 3 clusters Score -106111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (86684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Entering Unmasked Estep 
Score: -4290085.000000 Penalty: 1847.629028
	Iteration 0F: 2 clusters Score -4290085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -4232145.500000 Penalty: 3695.258057
	Iteration 0F: 3 clusters Score -4232146 nChanged 41357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -4256245.500000 Penalty: 3695.258057
	Iteration 1F: 3 clusters Score -4256246 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -4257594.000000 Penalty: 3695.258057
	Iteration 2Q: 3 clusters Score -4257594 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -4259941.500000 Penalty: 3695.258057
	Iteration 3F: 3 clusters Score -4259942 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -4263662.000000 Penalty: 3695.258057
	Iteration 4F: 3 clusters Score -4263662 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -4268400.000000 Penalty: 3695.258057
	Iteration 5F: 3 clusters Score -4268400 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -4273403.000000 Penalty: 3695.258057
	Iteration 6F: 3 clusters Score -4273403 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -4277818.500000 Penalty: 3695.258057
	Iteration 7F: 3 clusters Score -4277818 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 68275 members 
Entering Unmasked Estep 
Score: -4280848.000000 Penalty: 3695.258057
	Iteration 8Q: 3 clusters Score -4280848 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -4282690.500000 Penalty: 3695.258057
	Iteration 9Q: 3 clusters Score -4282690 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -4283934.000000 Penalty: 3695.258057
	Iteration 10Q: 3 clusters Score -4283934 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 74045 members 
Entering Unmasked Estep 
Score: -4284803.500000 Penalty: 3695.258057
	Iteration 11Q: 3 clusters Score -4284804 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -4285579.000000 Penalty: 3695.258057
	Iteration 12Q: 3 clusters Score -4285579 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 76884 members 
Entering Unmasked Estep 
Score: -4286263.500000 Penalty: 3695.258057
	Iteration 13Q: 3 clusters Score -4286264 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 78101 members 
Entering Unmasked Estep 
Score: -4286865.000000 Penalty: 3695.258057
	Iteration 14Q: 3 clusters Score -4286865 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 79118 members 
Entering Unmasked Estep 
Score: -4287359.000000 Penalty: 3695.258057
	Iteration 15Q: 3 clusters Score -4287359 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 80012 members 
Entering Unmasked Estep 
Score: -4287812.000000 Penalty: 3695.258057
	Iteration 16Q: 3 clusters Score -4287812 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -4288215.000000 Penalty: 3695.258057
	Iteration 17Q: 3 clusters Score -4288215 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -4288560.000000 Penalty: 3695.258057
	Iteration 18Q: 3 clusters Score -4288560 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 82006 members 
Entering Unmasked Estep 
Score: -4288919.500000 Penalty: 3695.258057
	Iteration 19Q: 3 clusters Score -4288920 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -4289186.000000 Penalty: 3695.258057
	Iteration 20F: 3 clusters Score -4289186 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -4289426.000000 Penalty: 3695.258057
	Iteration 21Q: 3 clusters Score -4289426 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -4289627.000000 Penalty: 3695.258057
	Iteration 22Q: 3 clusters Score -4289627 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -4289750.500000 Penalty: 3695.258057
	Iteration 23Q: 3 clusters Score -4289750 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -4289857.000000 Penalty: 3695.258057
	Iteration 24Q: 3 clusters Score -4289857 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 83684 members 
Entering Unmasked Estep 
Score: -4289913.000000 Penalty: 3695.258057
	Iteration 25Q: 3 clusters Score -4289913 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -4289952.000000 Penalty: 3695.258057
	Iteration 26Q: 3 clusters Score -4289952 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -4289978.500000 Penalty: 3695.258057
	Iteration 27Q: 3 clusters Score -4289978 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 83920 members 
Entering Unmasked Estep 
Score: -4289999.000000 Penalty: 3695.258057
	Iteration 28Q: 3 clusters Score -4289999 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -4290021.000000 Penalty: 3695.258057
	Iteration 29Q: 3 clusters Score -4290021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 84000 members 
Entering Unmasked Estep 
Score: -4290029.500000 Penalty: 3695.258057
	Iteration 30Q: 3 clusters Score -4290030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -4290031.500000 Penalty: 3695.258057
	Iteration 31Q: 3 clusters Score -4290032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -4290035.000000 Penalty: 3695.258057
	Iteration 32Q: 3 clusters Score -4290035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -4290041.000000 Penalty: 3695.258057
	Iteration 33Q: 3 clusters Score -4290041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -4290044.000000 Penalty: 3695.258057
	Iteration 34Q: 3 clusters Score -4290044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -4290049.500000 Penalty: 3695.258057
	Iteration 35Q: 3 clusters Score -4290050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -4290053.000000 Penalty: 3695.258057
	Iteration 36Q: 3 clusters Score -4290053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -4290051.000000 Penalty: 3695.258057
	Iteration 37Q: 3 clusters Score -4290051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 84127 members 
Entering Unmasked Estep 
Score: -4290053.000000 Penalty: 3695.258057
	Iteration 38Q: 3 clusters Score -4290053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -4290056.000000 Penalty: 3695.258057
	Iteration 39Q: 3 clusters Score -4290056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -4290057.000000 Penalty: 3695.258057
	Iteration 40F: 3 clusters Score -4290057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -4290058.000000 Penalty: 3695.258057
	Iteration 41Q: 3 clusters Score -4290058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 84148 members 
Entering Unmasked Estep 
Score: -4290054.500000 Penalty: 3695.258057
	Iteration 42Q: 3 clusters Score -4290054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -4290059.000000 Penalty: 3695.258057
	Iteration 43Q: 3 clusters Score -4290059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 84161 members 
Entering Unmasked Estep 
Score: -4290061.000000 Penalty: 3695.258057
	Iteration 44Q: 3 clusters Score -4290061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 84169 members 
Entering Unmasked Estep 
Score: -4290053.000000 Penalty: 3695.258057
	Iteration 45Q: 3 clusters Score -4290053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -4290054.500000 Penalty: 3695.258057
	Iteration 46Q: 3 clusters Score -4290054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 84178 members 
Entering Unmasked Estep 
Score: -4290054.500000 Penalty: 3695.258057
	Iteration 47Q: 3 clusters Score -4290054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -4290059.000000 Penalty: 3695.258057
	Iteration 48Q: 3 clusters Score -4290059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -4290064.500000 Penalty: 3695.258057
	Iteration 49Q: 3 clusters Score -4290064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -4290061.500000 Penalty: 3695.258057
	Iteration 50Q: 3 clusters Score -4290062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -4290061.000000 Penalty: 3695.258057
	Iteration 51Q: 3 clusters Score -4290061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -4290065.000000 Penalty: 3695.258057
	Iteration 52Q: 3 clusters Score -4290065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -4290069.000000 Penalty: 3695.258057
	Iteration 53Q: 3 clusters Score -4290069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 84237 members 
Entering Unmasked Estep 
Score: -4290077.000000 Penalty: 3695.258057
	Iteration 54Q: 3 clusters Score -4290077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
Score: -4290073.500000 Penalty: 3695.258057
	Iteration 55Q: 3 clusters Score -4290074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -4290079.500000 Penalty: 3695.258057
	Iteration 56Q: 3 clusters Score -4290080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -4290083.000000 Penalty: 3695.258057
	Iteration 57Q: 3 clusters Score -4290083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 84272 members 
Entering Unmasked Estep 
Score: -4290084.000000 Penalty: 3695.258057
	Iteration 58Q: 3 clusters Score -4290084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 84275 members 
Entering Unmasked Estep 
Score: -4290085.500000 Penalty: 3695.258057
	Iteration 59Q: 3 clusters Score -4290086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -4290087.000000 Penalty: 3695.258057
	Iteration 60F: 3 clusters Score -4290087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -4290078.000000 Penalty: 3695.258057
	Iteration 61Q: 3 clusters Score -4290078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 84283 members 
Entering Unmasked Estep 
Score: -4290077.500000 Penalty: 3695.258057
	Iteration 62Q: 3 clusters Score -4290078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -4290077.000000 Penalty: 3695.258057
	Iteration 63Q: 3 clusters Score -4290077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 84294 members 
Entering Unmasked Estep 
Score: -4290074.500000 Penalty: 3695.258057
	Iteration 64Q: 3 clusters Score -4290074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -4290076.500000 Penalty: 3695.258057
	Iteration 65Q: 3 clusters Score -4290076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -4290074.500000 Penalty: 3695.258057
	Iteration 66Q: 3 clusters Score -4290074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -4290076.000000 Penalty: 3695.258057
	Iteration 67Q: 3 clusters Score -4290076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 84300 members 
Entering Unmasked Estep 
Score: -4290075.000000 Penalty: 3695.258057
	Iteration 68Q: 3 clusters Score -4290075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -4290075.000000 Penalty: 3695.258057
	Iteration 69Q: 3 clusters Score -4290075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -4290075.000000 Penalty: 3695.258057
	Iteration 70F: 3 clusters Score -4290075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Entering Unmasked Estep 
Score: -698980.500000 Penalty: 1556.002563
	Iteration 0F: 2 clusters Score -698980.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -689052.000000 Penalty: 3112.005127
	Iteration 0F: 3 clusters Score -689052 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -692364.000000 Penalty: 3112.005127
	Iteration 1F: 3 clusters Score -692364 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -692596.937500 Penalty: 3112.005127
	Iteration 2Q: 3 clusters Score -692596.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -692789.437500 Penalty: 3112.005127
	Iteration 3Q: 3 clusters Score -692789.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -692975.625000 Penalty: 3112.005127
	Iteration 4Q: 3 clusters Score -692975.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -693184.187500 Penalty: 3112.005127
	Iteration 5Q: 3 clusters Score -693184.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -693448.750000 Penalty: 3112.005127
	Iteration 6Q: 3 clusters Score -693448.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -693803.062500 Penalty: 3112.005127
	Iteration 7Q: 3 clusters Score -693803.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -694273.312500 Penalty: 3112.005127
	Iteration 8F: 3 clusters Score -694273.3 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -694900.250000 Penalty: 3112.005127
	Iteration 9F: 3 clusters Score -694900.2 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -695570.625000 Penalty: 3112.005127
	Iteration 10F: 3 clusters Score -695570.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -696177.062500 Penalty: 3112.005127
	Iteration 11Q: 3 clusters Score -696177.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -696613.562500 Penalty: 3112.005127
	Iteration 12Q: 3 clusters Score -696613.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -696909.812500 Penalty: 3112.005127
	Iteration 13Q: 3 clusters Score -696909.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -697099.812500 Penalty: 3112.005127
	Iteration 14Q: 3 clusters Score -697099.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -697234.250000 Penalty: 3112.005127
	Iteration 15Q: 3 clusters Score -697234.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -697334.562500 Penalty: 3112.005127
	Iteration 16Q: 3 clusters Score -697334.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -697416.000000 Penalty: 3112.005127
	Iteration 17Q: 3 clusters Score -697416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -697473.062500 Penalty: 3112.005127
	Iteration 18Q: 3 clusters Score -697473.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -697505.812500 Penalty: 3112.005127
	Iteration 19Q: 3 clusters Score -697505.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -697537.062500 Penalty: 3112.005127
	Iteration 20F: 3 clusters Score -697537.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -697563.562500 Penalty: 3112.005127
	Iteration 21Q: 3 clusters Score -697563.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -697576.500000 Penalty: 3112.005127
	Iteration 22Q: 3 clusters Score -697576.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -697585.437500 Penalty: 3112.005127
	Iteration 23Q: 3 clusters Score -697585.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -697589.437500 Penalty: 3112.005127
	Iteration 24Q: 3 clusters Score -697589.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -697595.500000 Penalty: 3112.005127
	Iteration 25Q: 3 clusters Score -697595.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -697603.000000 Penalty: 3112.005127
	Iteration 26Q: 3 clusters Score -697603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -697607.437500 Penalty: 3112.005127
	Iteration 27Q: 3 clusters Score -697607.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -697611.000000 Penalty: 3112.005127
	Iteration 28Q: 3 clusters Score -697611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -697614.062500 Penalty: 3112.005127
	Iteration 29Q: 3 clusters Score -697614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -697616.687500 Penalty: 3112.005127
	Iteration 30Q: 3 clusters Score -697616.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -697618.437500 Penalty: 3112.005127
	Iteration 31Q: 3 clusters Score -697618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -697619.062500 Penalty: 3112.005127
	Iteration 32Q: 3 clusters Score -697619.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -697619.937500 Penalty: 3112.005127
	Iteration 33Q: 3 clusters Score -697619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -697621.750000 Penalty: 3112.005127
	Iteration 34Q: 3 clusters Score -697621.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -697623.812500 Penalty: 3112.005127
	Iteration 35Q: 3 clusters Score -697623.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -697626.000000 Penalty: 3112.005127
	Iteration 36Q: 3 clusters Score -697626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -697627.250000 Penalty: 3112.005127
	Iteration 37Q: 3 clusters Score -697627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -697630.250000 Penalty: 3112.005127
	Iteration 38Q: 3 clusters Score -697630.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -697633.062500 Penalty: 3112.005127
	Iteration 39Q: 3 clusters Score -697633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -697633.875000 Penalty: 3112.005127
	Iteration 40F: 3 clusters Score -697633.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -697634.500000 Penalty: 3112.005127
	Iteration 41Q: 3 clusters Score -697634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -697636.437500 Penalty: 3112.005127
	Iteration 42Q: 3 clusters Score -697636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -697636.750000 Penalty: 3112.005127
	Iteration 43Q: 3 clusters Score -697636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -697639.875000 Penalty: 3112.005127
	Iteration 44Q: 3 clusters Score -697639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -697640.125000 Penalty: 3112.005127
	Iteration 45Q: 3 clusters Score -697640.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -697642.187500 Penalty: 3112.005127
	Iteration 46Q: 3 clusters Score -697642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -697642.062500 Penalty: 3112.005127
	Iteration 47Q: 3 clusters Score -697642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -697644.500000 Penalty: 3112.005127
	Iteration 48Q: 3 clusters Score -697644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -697645.312500 Penalty: 3112.005127
	Iteration 49Q: 3 clusters Score -697645.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -697645.437500 Penalty: 3112.005127
	Iteration 50Q: 3 clusters Score -697645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -697648.625000 Penalty: 3112.005127
	Iteration 51Q: 3 clusters Score -697648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -697648.625000 Penalty: 3112.005127
	Iteration 52F: 3 clusters Score -697648.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Entering Unmasked Estep 
Score: -867790.500000 Penalty: 1589.620483
	Iteration 0F: 2 clusters Score -867790.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -855579.812500 Penalty: 3179.240967
	Iteration 0F: 3 clusters Score -855579.8 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -859994.000000 Penalty: 3179.240967
	Iteration 1F: 3 clusters Score -859994 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -860478.875000 Penalty: 3179.240967
	Iteration 2F: 3 clusters Score -860478.9 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -861101.937500 Penalty: 3179.240967
	Iteration 3F: 3 clusters Score -861101.9 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -861940.312500 Penalty: 3179.240967
	Iteration 4F: 3 clusters Score -861940.3 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -862957.187500 Penalty: 3179.240967
	Iteration 5F: 3 clusters Score -862957.2 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -864032.937500 Penalty: 3179.240967
	Iteration 6F: 3 clusters Score -864032.9 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -864935.187500 Penalty: 3179.240967
	Iteration 7F: 3 clusters Score -864935.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -865577.562500 Penalty: 3179.240967
	Iteration 8Q: 3 clusters Score -865577.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -865940.687500 Penalty: 3179.240967
	Iteration 9Q: 3 clusters Score -865940.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -866160.750000 Penalty: 3179.240967
	Iteration 10Q: 3 clusters Score -866160.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -866299.937500 Penalty: 3179.240967
	Iteration 11Q: 3 clusters Score -866299.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -866408.437500 Penalty: 3179.240967
	Iteration 12Q: 3 clusters Score -866408.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -866489.500000 Penalty: 3179.240967
	Iteration 13Q: 3 clusters Score -866489.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -866546.437500 Penalty: 3179.240967
	Iteration 14Q: 3 clusters Score -866546.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -866597.000000 Penalty: 3179.240967
	Iteration 15Q: 3 clusters Score -866597 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -866631.625000 Penalty: 3179.240967
	Iteration 16Q: 3 clusters Score -866631.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -866655.187500 Penalty: 3179.240967
	Iteration 17Q: 3 clusters Score -866655.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -866678.750000 Penalty: 3179.240967
	Iteration 18Q: 3 clusters Score -866678.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -866694.875000 Penalty: 3179.240967
	Iteration 19Q: 3 clusters Score -866694.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -866702.500000 Penalty: 3179.240967
	Iteration 20F: 3 clusters Score -866702.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -866713.812500 Penalty: 3179.240967
	Iteration 21Q: 3 clusters Score -866713.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -866725.750000 Penalty: 3179.240967
	Iteration 22Q: 3 clusters Score -866725.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -866729.500000 Penalty: 3179.240967
	Iteration 23Q: 3 clusters Score -866729.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -866736.750000 Penalty: 3179.240967
	Iteration 24Q: 3 clusters Score -866736.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -866742.750000 Penalty: 3179.240967
	Iteration 25Q: 3 clusters Score -866742.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -866745.812500 Penalty: 3179.240967
	Iteration 26Q: 3 clusters Score -866745.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -866747.812500 Penalty: 3179.240967
	Iteration 27Q: 3 clusters Score -866747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -866751.062500 Penalty: 3179.240967
	Iteration 28Q: 3 clusters Score -866751.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -866753.250000 Penalty: 3179.240967
	Iteration 29Q: 3 clusters Score -866753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -866754.750000 Penalty: 3179.240967
	Iteration 30Q: 3 clusters Score -866754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -866756.312500 Penalty: 3179.240967
	Iteration 31Q: 3 clusters Score -866756.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -866766.125000 Penalty: 3179.240967
	Iteration 32Q: 3 clusters Score -866766.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -866767.750000 Penalty: 3179.240967
	Iteration 33Q: 3 clusters Score -866767.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -866770.062500 Penalty: 3179.240967
	Iteration 34Q: 3 clusters Score -866770.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -866769.875000 Penalty: 3179.240967
	Iteration 35Q: 3 clusters Score -866769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -866770.625000 Penalty: 3179.240967
	Iteration 36Q: 3 clusters Score -866770.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -866772.062500 Penalty: 3179.240967
	Iteration 37Q: 3 clusters Score -866772.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -866774.312500 Penalty: 3179.240967
	Iteration 38Q: 3 clusters Score -866774.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -866776.500000 Penalty: 3179.240967
	Iteration 39Q: 3 clusters Score -866776.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -866776.062500 Penalty: 3179.240967
	Iteration 40F: 3 clusters Score -866776.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -866780.187500 Penalty: 3179.240967
	Iteration 41Q: 3 clusters Score -866780.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -866785.937500 Penalty: 3179.240967
	Iteration 42Q: 3 clusters Score -866785.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -866790.687500 Penalty: 3179.240967
	Iteration 43Q: 3 clusters Score -866790.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -866792.875000 Penalty: 3179.240967
	Iteration 44Q: 3 clusters Score -866792.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -866796.250000 Penalty: 3179.240967
	Iteration 45Q: 3 clusters Score -866796.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -866801.187500 Penalty: 3179.240967
	Iteration 46Q: 3 clusters Score -866801.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -866804.437500 Penalty: 3179.240967
	Iteration 47Q: 3 clusters Score -866804.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -866807.500000 Penalty: 3179.240967
	Iteration 48Q: 3 clusters Score -866807.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -866810.937500 Penalty: 3179.240967
	Iteration 49Q: 3 clusters Score -866810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -866815.875000 Penalty: 3179.240967
	Iteration 50Q: 3 clusters Score -866815.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -866819.375000 Penalty: 3179.240967
	Iteration 51Q: 3 clusters Score -866819.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -866824.125000 Penalty: 3179.240967
	Iteration 52Q: 3 clusters Score -866824.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -866833.062500 Penalty: 3179.240967
	Iteration 53Q: 3 clusters Score -866833.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -866844.875000 Penalty: 3179.240967
	Iteration 54Q: 3 clusters Score -866844.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -866852.750000 Penalty: 3179.240967
	Iteration 55Q: 3 clusters Score -866852.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -866862.750000 Penalty: 3179.240967
	Iteration 56Q: 3 clusters Score -866862.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -866866.250000 Penalty: 3179.240967
	Iteration 57Q: 3 clusters Score -866866.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -866865.562500 Penalty: 3179.240967
	Iteration 58Q: 3 clusters Score -866865.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -866866.687500 Penalty: 3179.240967
	Iteration 59Q: 3 clusters Score -866866.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -866870.187500 Penalty: 3179.240967
	Iteration 60F: 3 clusters Score -866870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -866869.375000 Penalty: 3179.240967
	Iteration 61Q: 3 clusters Score -866869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -866870.625000 Penalty: 3179.240967
	Iteration 62Q: 3 clusters Score -866870.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -866872.687500 Penalty: 3179.240967
	Iteration 63Q: 3 clusters Score -866872.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -866873.250000 Penalty: 3179.240967
	Iteration 64Q: 3 clusters Score -866873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -866874.062500 Penalty: 3179.240967
	Iteration 65Q: 3 clusters Score -866874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -866874.687500 Penalty: 3179.240967
	Iteration 66Q: 3 clusters Score -866874.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -866874.750000 Penalty: 3179.240967
	Iteration 67Q: 3 clusters Score -866874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -866876.187500 Penalty: 3179.240967
	Iteration 68Q: 3 clusters Score -866876.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -866881.750000 Penalty: 3179.240967
	Iteration 69Q: 3 clusters Score -866881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -866880.875000 Penalty: 3179.240967
	Iteration 70Q: 3 clusters Score -866880.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -866882.437500 Penalty: 3179.240967
	Iteration 71Q: 3 clusters Score -866882.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -866881.125000 Penalty: 3179.240967
	Iteration 72Q: 3 clusters Score -866881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -866881.187500 Penalty: 3179.240967
	Iteration 73Q: 3 clusters Score -866881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -866881.687500 Penalty: 3179.240967
	Iteration 74Q: 3 clusters Score -866881.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -866881.687500 Penalty: 3179.240967
	Iteration 75F: 3 clusters Score -866881.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Entering Unmasked Estep 
Score: -181369.546875 Penalty: 1356.983276
	Iteration 0F: 2 clusters Score -181369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -177885.859375 Penalty: 2713.966553
	Iteration 0F: 3 clusters Score -177885.9 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -178958.703125 Penalty: 2713.966553
	Iteration 1F: 3 clusters Score -178958.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -179421.453125 Penalty: 2713.966553
	Iteration 2F: 3 clusters Score -179421.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -179934.890625 Penalty: 2713.966553
	Iteration 3F: 3 clusters Score -179934.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -180504.734375 Penalty: 2713.966553
	Iteration 4F: 3 clusters Score -180504.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -180852.843750 Penalty: 2713.966553
	Iteration 5F: 3 clusters Score -180852.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -181048.171875 Penalty: 2713.966553
	Iteration 6F: 3 clusters Score -181048.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -181196.875000 Penalty: 2713.966553
	Iteration 7Q: 3 clusters Score -181196.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -181303.656250 Penalty: 2713.966553
	Iteration 8Q: 3 clusters Score -181303.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -181364.578125 Penalty: 2713.966553
	Iteration 9Q: 3 clusters Score -181364.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -181412.359375 Penalty: 2713.966553
	Iteration 10Q: 3 clusters Score -181412.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -181449.390625 Penalty: 2713.966553
	Iteration 11Q: 3 clusters Score -181449.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -181493.203125 Penalty: 2713.966553
	Iteration 12Q: 3 clusters Score -181493.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -181548.328125 Penalty: 2713.966553
	Iteration 13Q: 3 clusters Score -181548.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -181647.203125 Penalty: 2713.966553
	Iteration 14Q: 3 clusters Score -181647.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -181838.015625 Penalty: 2713.966553
	Iteration 15Q: 3 clusters Score -181838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -182009.890625 Penalty: 2713.966553
	Iteration 16Q: 3 clusters Score -182009.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -182102.437500 Penalty: 2713.966553
	Iteration 17Q: 3 clusters Score -182102.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -182143.640625 Penalty: 2713.966553
	Iteration 18Q: 3 clusters Score -182143.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -182157.250000 Penalty: 2713.966553
	Iteration 19Q: 3 clusters Score -182157.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -182164.343750 Penalty: 2713.966553
	Iteration 20F: 3 clusters Score -182164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -182167.531250 Penalty: 2713.966553
	Iteration 21Q: 3 clusters Score -182167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -182170.421875 Penalty: 2713.966553
	Iteration 22Q: 3 clusters Score -182170.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -182171.406250 Penalty: 2713.966553
	Iteration 23Q: 3 clusters Score -182171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -182171.406250 Penalty: 2713.966553
	Iteration 24F: 3 clusters Score -182171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 313338 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 8 contains 36212 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 12578 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 86684 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 17717 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 12401 members 
Mstep: Class 18 contains 37206 members 
Mstep: Class 19 contains 29582 members 
Entering Unmasked Estep 
Score: -28186476.000000 Penalty: 36686.906250
Splitting cluster 16 changes total score from -28185258.000000 to -28186476.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 17 (12401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Entering Unmasked Estep 
Score: -586929.250000 Penalty: 1531.649048
	Iteration 0F: 2 clusters Score -586929.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -578296.937500 Penalty: 3063.298096
	Iteration 0F: 3 clusters Score -578296.9 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -581141.187500 Penalty: 3063.298096
	Iteration 1F: 3 clusters Score -581141.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -581506.187500 Penalty: 3063.298096
	Iteration 2F: 3 clusters Score -581506.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -581987.312500 Penalty: 3063.298096
	Iteration 3F: 3 clusters Score -581987.3 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -582547.125000 Penalty: 3063.298096
	Iteration 4F: 3 clusters Score -582547.1 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -583152.250000 Penalty: 3063.298096
	Iteration 5F: 3 clusters Score -583152.2 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -583751.000000 Penalty: 3063.298096
	Iteration 6F: 3 clusters Score -583751 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -584321.750000 Penalty: 3063.298096
	Iteration 7F: 3 clusters Score -584321.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -584772.625000 Penalty: 3063.298096
	Iteration 8F: 3 clusters Score -584772.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -585073.812500 Penalty: 3063.298096
	Iteration 9Q: 3 clusters Score -585073.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -585238.625000 Penalty: 3063.298096
	Iteration 10Q: 3 clusters Score -585238.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -585352.000000 Penalty: 3063.298096
	Iteration 11Q: 3 clusters Score -585352 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -585436.875000 Penalty: 3063.298096
	Iteration 12Q: 3 clusters Score -585436.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -585510.437500 Penalty: 3063.298096
	Iteration 13Q: 3 clusters Score -585510.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -585592.750000 Penalty: 3063.298096
	Iteration 14Q: 3 clusters Score -585592.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -585687.875000 Penalty: 3063.298096
	Iteration 15Q: 3 clusters Score -585687.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -585782.187500 Penalty: 3063.298096
	Iteration 16Q: 3 clusters Score -585782.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -585875.000000 Penalty: 3063.298096
	Iteration 17Q: 3 clusters Score -585875 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -585972.562500 Penalty: 3063.298096
	Iteration 18Q: 3 clusters Score -585972.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -586070.000000 Penalty: 3063.298096
	Iteration 19Q: 3 clusters Score -586070 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -586168.875000 Penalty: 3063.298096
	Iteration 20F: 3 clusters Score -586168.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -586253.812500 Penalty: 3063.298096
	Iteration 21Q: 3 clusters Score -586253.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -586330.125000 Penalty: 3063.298096
	Iteration 22Q: 3 clusters Score -586330.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -586403.937500 Penalty: 3063.298096
	Iteration 23Q: 3 clusters Score -586403.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -586479.812500 Penalty: 3063.298096
	Iteration 24Q: 3 clusters Score -586479.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -586538.687500 Penalty: 3063.298096
	Iteration 25Q: 3 clusters Score -586538.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -586593.562500 Penalty: 3063.298096
	Iteration 26Q: 3 clusters Score -586593.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -586635.312500 Penalty: 3063.298096
	Iteration 27Q: 3 clusters Score -586635.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -586675.812500 Penalty: 3063.298096
	Iteration 28Q: 3 clusters Score -586675.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -586710.125000 Penalty: 3063.298096
	Iteration 29Q: 3 clusters Score -586710.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -586740.812500 Penalty: 3063.298096
	Iteration 30Q: 3 clusters Score -586740.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -586772.000000 Penalty: 3063.298096
	Iteration 31Q: 3 clusters Score -586772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -586797.062500 Penalty: 3063.298096
	Iteration 32Q: 3 clusters Score -586797.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -586818.125000 Penalty: 3063.298096
	Iteration 33Q: 3 clusters Score -586818.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -586842.437500 Penalty: 3063.298096
	Iteration 34Q: 3 clusters Score -586842.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -586871.062500 Penalty: 3063.298096
	Iteration 35Q: 3 clusters Score -586871.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -586887.250000 Penalty: 3063.298096
	Iteration 36Q: 3 clusters Score -586887.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -586900.125000 Penalty: 3063.298096
	Iteration 37Q: 3 clusters Score -586900.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -586904.500000 Penalty: 3063.298096
	Iteration 38Q: 3 clusters Score -586904.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -586907.562500 Penalty: 3063.298096
	Iteration 39Q: 3 clusters Score -586907.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -586913.750000 Penalty: 3063.298096
	Iteration 40F: 3 clusters Score -586913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -586915.312500 Penalty: 3063.298096
	Iteration 41Q: 3 clusters Score -586915.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -586918.562500 Penalty: 3063.298096
	Iteration 42Q: 3 clusters Score -586918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -586922.812500 Penalty: 3063.298096
	Iteration 43Q: 3 clusters Score -586922.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -586926.812500 Penalty: 3063.298096
	Iteration 44Q: 3 clusters Score -586926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -586930.250000 Penalty: 3063.298096
	Iteration 45Q: 3 clusters Score -586930.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -586930.375000 Penalty: 3063.298096
	Iteration 46Q: 3 clusters Score -586930.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -586931.062500 Penalty: 3063.298096
	Iteration 47Q: 3 clusters Score -586931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -586931.500000 Penalty: 3063.298096
	Iteration 48Q: 3 clusters Score -586931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -586933.000000 Penalty: 3063.298096
	Iteration 49Q: 3 clusters Score -586933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -586934.375000 Penalty: 3063.298096
	Iteration 50Q: 3 clusters Score -586934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -586934.437500 Penalty: 3063.298096
	Iteration 51Q: 3 clusters Score -586934.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -586934.625000 Penalty: 3063.298096
	Iteration 52Q: 3 clusters Score -586934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -586934.687500 Penalty: 3063.298096
	Iteration 53Q: 3 clusters Score -586934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -586935.312500 Penalty: 3063.298096
	Iteration 54Q: 3 clusters Score -586935.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -586935.062500 Penalty: 3063.298096
	Iteration 55Q: 3 clusters Score -586935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -586935.437500 Penalty: 3063.298096
	Iteration 56Q: 3 clusters Score -586935.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -586934.812500 Penalty: 3063.298096
	Iteration 57Q: 3 clusters Score -586934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -586934.812500 Penalty: 3063.298096
	Iteration 58F: 3 clusters Score -586934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 313338 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 2089 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 11589 members 
Mstep: Class 8 contains 36212 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 12578 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 86684 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 17717 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 37206 members 
Mstep: Class 19 contains 29582 members 
Entering Unmasked Estep 
Score: -28185820.000000 Penalty: 38844.960938
Splitting cluster 17 changes total score from -28185258.000000 to -28185820.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 18 (37206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Entering Unmasked Estep 
Score: -1871618.125000 Penalty: 1710.186646
	Iteration 0F: 2 clusters Score -1871618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -1846684.375000 Penalty: 3420.373291
	Iteration 0F: 3 clusters Score -1846684 nChanged 17270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -1856186.500000 Penalty: 3420.373291
	Iteration 1F: 3 clusters Score -1856186 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -1856576.375000 Penalty: 3420.373291
	Iteration 2Q: 3 clusters Score -1856576 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -1857042.250000 Penalty: 3420.373291
	Iteration 3Q: 3 clusters Score -1857042 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -1857689.500000 Penalty: 3420.373291
	Iteration 4Q: 3 clusters Score -1857690 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -1858714.500000 Penalty: 3420.373291
	Iteration 5F: 3 clusters Score -1858714 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -1860327.000000 Penalty: 3420.373291
	Iteration 6F: 3 clusters Score -1860327 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -1862687.125000 Penalty: 3420.373291
	Iteration 7F: 3 clusters Score -1862687 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -1865473.625000 Penalty: 3420.373291
	Iteration 8F: 3 clusters Score -1865474 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -1867852.875000 Penalty: 3420.373291
	Iteration 9F: 3 clusters Score -1867853 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -1869145.375000 Penalty: 3420.373291
	Iteration 10Q: 3 clusters Score -1869145 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -1869704.375000 Penalty: 3420.373291
	Iteration 11Q: 3 clusters Score -1869704 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -1869940.375000 Penalty: 3420.373291
	Iteration 12Q: 3 clusters Score -1869940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -1870031.875000 Penalty: 3420.373291
	Iteration 13Q: 3 clusters Score -1870032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -1870076.250000 Penalty: 3420.373291
	Iteration 14Q: 3 clusters Score -1870076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -1870098.125000 Penalty: 3420.373291
	Iteration 15Q: 3 clusters Score -1870098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -1870106.000000 Penalty: 3420.373291
	Iteration 16Q: 3 clusters Score -1870106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -1870117.375000 Penalty: 3420.373291
	Iteration 17Q: 3 clusters Score -1870117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -1870122.875000 Penalty: 3420.373291
	Iteration 18Q: 3 clusters Score -1870123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -1870129.000000 Penalty: 3420.373291
	Iteration 19Q: 3 clusters Score -1870129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -1870132.500000 Penalty: 3420.373291
	Iteration 20F: 3 clusters Score -1870132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -1870134.250000 Penalty: 3420.373291
	Iteration 21Q: 3 clusters Score -1870134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -1870138.250000 Penalty: 3420.373291
	Iteration 22Q: 3 clusters Score -1870138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -1870141.375000 Penalty: 3420.373291
	Iteration 23Q: 3 clusters Score -1870141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -1870142.750000 Penalty: 3420.373291
	Iteration 24Q: 3 clusters Score -1870143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -1870142.750000 Penalty: 3420.373291
	Iteration 25F: 3 clusters Score -1870143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Entering Unmasked Estep 
Score: -1487368.375000 Penalty: 1672.924683
	Iteration 0F: 2 clusters Score -1487368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -1467519.625000 Penalty: 3345.849365
	Iteration 0F: 3 clusters Score -1467520 nChanged 13497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1475153.875000 Penalty: 3345.849365
	Iteration 1F: 3 clusters Score -1475154 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1475565.750000 Penalty: 3345.849365
	Iteration 2Q: 3 clusters Score -1475566 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1475940.375000 Penalty: 3345.849365
	Iteration 3Q: 3 clusters Score -1475940 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -1476311.125000 Penalty: 3345.849365
	Iteration 4Q: 3 clusters Score -1476311 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -1476754.125000 Penalty: 3345.849365
	Iteration 5Q: 3 clusters Score -1476754 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1477269.000000 Penalty: 3345.849365
	Iteration 6Q: 3 clusters Score -1477269 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -1477884.125000 Penalty: 3345.849365
	Iteration 7Q: 3 clusters Score -1477884 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -1478618.500000 Penalty: 3345.849365
	Iteration 8Q: 3 clusters Score -1478618 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1479530.875000 Penalty: 3345.849365
	Iteration 9Q: 3 clusters Score -1479531 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1480461.000000 Penalty: 3345.849365
	Iteration 10Q: 3 clusters Score -1480461 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -1481264.625000 Penalty: 3345.849365
	Iteration 11Q: 3 clusters Score -1481265 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -1481845.500000 Penalty: 3345.849365
	Iteration 12Q: 3 clusters Score -1481846 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -1482208.250000 Penalty: 3345.849365
	Iteration 13Q: 3 clusters Score -1482208 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -1482458.875000 Penalty: 3345.849365
	Iteration 14Q: 3 clusters Score -1482459 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1482627.000000 Penalty: 3345.849365
	Iteration 15Q: 3 clusters Score -1482627 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -1482784.000000 Penalty: 3345.849365
	Iteration 16Q: 3 clusters Score -1482784 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -1482940.375000 Penalty: 3345.849365
	Iteration 17Q: 3 clusters Score -1482940 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -1483126.125000 Penalty: 3345.849365
	Iteration 18Q: 3 clusters Score -1483126 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -1483319.000000 Penalty: 3345.849365
	Iteration 19Q: 3 clusters Score -1483319 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -1483553.250000 Penalty: 3345.849365
	Iteration 20F: 3 clusters Score -1483553 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -1483768.750000 Penalty: 3345.849365
	Iteration 21Q: 3 clusters Score -1483769 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -1483994.500000 Penalty: 3345.849365
	Iteration 22Q: 3 clusters Score -1483994 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -1484210.625000 Penalty: 3345.849365
	Iteration 23Q: 3 clusters Score -1484211 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -1484412.250000 Penalty: 3345.849365
	Iteration 24Q: 3 clusters Score -1484412 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -1484613.250000 Penalty: 3345.849365
	Iteration 25Q: 3 clusters Score -1484613 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -1484792.875000 Penalty: 3345.849365
	Iteration 26Q: 3 clusters Score -1484793 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -1484951.625000 Penalty: 3345.849365
	Iteration 27Q: 3 clusters Score -1484952 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -1485124.750000 Penalty: 3345.849365
	Iteration 28Q: 3 clusters Score -1485125 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -1485265.125000 Penalty: 3345.849365
	Iteration 29Q: 3 clusters Score -1485265 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -1485384.875000 Penalty: 3345.849365
	Iteration 30Q: 3 clusters Score -1485385 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -1485472.125000 Penalty: 3345.849365
	Iteration 31Q: 3 clusters Score -1485472 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -1485544.000000 Penalty: 3345.849365
	Iteration 32Q: 3 clusters Score -1485544 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -1485600.375000 Penalty: 3345.849365
	Iteration 33Q: 3 clusters Score -1485600 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -1485653.125000 Penalty: 3345.849365
	Iteration 34Q: 3 clusters Score -1485653 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -1485695.125000 Penalty: 3345.849365
	Iteration 35Q: 3 clusters Score -1485695 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -1485721.625000 Penalty: 3345.849365
	Iteration 36Q: 3 clusters Score -1485722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -1485744.125000 Penalty: 3345.849365
	Iteration 37Q: 3 clusters Score -1485744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -1485768.250000 Penalty: 3345.849365
	Iteration 38Q: 3 clusters Score -1485768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -1485787.375000 Penalty: 3345.849365
	Iteration 39Q: 3 clusters Score -1485787 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -1485800.750000 Penalty: 3345.849365
	Iteration 40F: 3 clusters Score -1485801 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -1485815.500000 Penalty: 3345.849365
	Iteration 41Q: 3 clusters Score -1485816 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -1485829.750000 Penalty: 3345.849365
	Iteration 42Q: 3 clusters Score -1485830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -1485848.000000 Penalty: 3345.849365
	Iteration 43Q: 3 clusters Score -1485848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -1485863.500000 Penalty: 3345.849365
	Iteration 44Q: 3 clusters Score -1485864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -1485869.000000 Penalty: 3345.849365
	Iteration 45Q: 3 clusters Score -1485869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -1485875.375000 Penalty: 3345.849365
	Iteration 46Q: 3 clusters Score -1485875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -1485880.500000 Penalty: 3345.849365
	Iteration 47Q: 3 clusters Score -1485880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -1485887.625000 Penalty: 3345.849365
	Iteration 48Q: 3 clusters Score -1485888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -1485890.750000 Penalty: 3345.849365
	Iteration 49Q: 3 clusters Score -1485891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -1485892.250000 Penalty: 3345.849365
	Iteration 50Q: 3 clusters Score -1485892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -1485894.125000 Penalty: 3345.849365
	Iteration 51Q: 3 clusters Score -1485894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -1485896.875000 Penalty: 3345.849365
	Iteration 52Q: 3 clusters Score -1485897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -1485897.750000 Penalty: 3345.849365
	Iteration 53Q: 3 clusters Score -1485898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -1485902.500000 Penalty: 3345.849365
	Iteration 54Q: 3 clusters Score -1485902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -1485906.375000 Penalty: 3345.849365
	Iteration 55Q: 3 clusters Score -1485906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -1485910.125000 Penalty: 3345.849365
	Iteration 56Q: 3 clusters Score -1485910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -1485910.625000 Penalty: 3345.849365
	Iteration 57Q: 3 clusters Score -1485911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -1485908.500000 Penalty: 3345.849365
	Iteration 58Q: 3 clusters Score -1485908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -1485911.250000 Penalty: 3345.849365
	Iteration 59Q: 3 clusters Score -1485911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -1485913.875000 Penalty: 3345.849365
	Iteration 60F: 3 clusters Score -1485914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -1485913.875000 Penalty: 3345.849365
	Iteration 61Q: 3 clusters Score -1485914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -1485914.750000 Penalty: 3345.849365
	Iteration 62Q: 3 clusters Score -1485915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -1485916.000000 Penalty: 3345.849365
	Iteration 63Q: 3 clusters Score -1485916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -1485915.000000 Penalty: 3345.849365
	Iteration 64Q: 3 clusters Score -1485915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -1485915.000000 Penalty: 3345.849365
	Iteration 65F: 3 clusters Score -1485915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 313338 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 5 contains 5898 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 8 contains 36212 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 12578 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 86684 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 17717 members 
Mstep: Class 16 contains 2447 members 
Mstep: Class 17 contains 812 members 
Mstep: Class 18 contains 37206 members 
Mstep: Class 19 contains 29582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28186616.000000 Penalty: 38844.960938
Iteration 39Q: 19 clusters Score -2.818662e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 314010 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 2053 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 5893 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 11394 members 
Mstep: Class 8 contains 35785 members 
Mstep: Class 9 contains 1727 members 
Mstep: Class 10 contains 12758 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 87210 members 
Mstep: Class 13 contains 14297 members 
Mstep: Class 14 contains 17938 members 
Mstep: Class 16 contains 2514 members 
Mstep: Class 17 contains 816 members 
Mstep: Class 18 contains 36727 members 
Mstep: Class 19 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28187608.000000 Penalty: 38844.960938
Iteration 40F: 19 clusters Score -2.818761e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 314585 members 
Mstep: Class 2 contains 2185 members 
Mstep: Class 3 contains 2060 members 
Mstep: Class 4 contains 1848 members 
Mstep: Class 5 contains 5876 members 
Mstep: Class 6 contains 6985 members 
Mstep: Class 7 contains 11760 members 
Mstep: Class 8 contains 35365 members 
Mstep: Class 9 contains 1722 members 
Mstep: Class 10 contains 12805 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 87476 members 
Mstep: Class 13 contains 14240 members 
Mstep: Class 14 contains 18099 members 
Mstep: Class 16 contains 2604 members 
Mstep: Class 17 contains 816 members 
Mstep: Class 18 contains 36322 members 
Mstep: Class 19 contains 28506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28188052.000000 Penalty: 38844.960938
Iteration 41Q: 19 clusters Score -2.818805e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 315175 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 3 contains 2084 members 
Mstep: Class 4 contains 1882 members 
Mstep: Class 5 contains 5868 members 
Mstep: Class 6 contains 7077 members 
Mstep: Class 7 contains 12023 members 
Mstep: Class 8 contains 34965 members 
Mstep: Class 9 contains 1715 members 
Mstep: Class 10 contains 12817 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 87762 members 
Mstep: Class 13 contains 14178 members 
Mstep: Class 14 contains 18252 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 819 members 
Mstep: Class 18 contains 35968 members 
Mstep: Class 19 contains 27901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28188670.000000 Penalty: 38844.960938
Iteration 42Q: 19 clusters Score -2.818867e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 315795 members 
Mstep: Class 2 contains 2134 members 
Mstep: Class 3 contains 2101 members 
Mstep: Class 4 contains 1905 members 
Mstep: Class 5 contains 5855 members 
Mstep: Class 6 contains 7157 members 
Mstep: Class 7 contains 12246 members 
Mstep: Class 8 contains 34560 members 
Mstep: Class 9 contains 1714 members 
Mstep: Class 10 contains 12833 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 88110 members 
Mstep: Class 13 contains 14114 members 
Mstep: Class 14 contains 18375 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 837 members 
Mstep: Class 18 contains 35640 members 
Mstep: Class 19 contains 27251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28189162.000000 Penalty: 38844.960938
Iteration 43Q: 19 clusters Score -2.818916e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316351 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 1929 members 
Mstep: Class 5 contains 5838 members 
Mstep: Class 6 contains 7229 members 
Mstep: Class 7 contains 12400 members 
Mstep: Class 8 contains 34212 members 
Mstep: Class 9 contains 1709 members 
Mstep: Class 10 contains 12830 members 
Mstep: Class 11 contains 2086 members 
Mstep: Class 12 contains 88458 members 
Mstep: Class 13 contains 14075 members 
Mstep: Class 14 contains 18469 members 
Mstep: Class 16 contains 2874 members 
Mstep: Class 17 contains 855 members 
Mstep: Class 18 contains 35379 members 
Mstep: Class 19 contains 26645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28189582.000000 Penalty: 38844.960938
Iteration 44Q: 19 clusters Score -2.818958e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 316868 members 
Mstep: Class 2 contains 2088 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 5824 members 
Mstep: Class 6 contains 7279 members 
Mstep: Class 7 contains 12524 members 
Mstep: Class 8 contains 33868 members 
Mstep: Class 9 contains 1706 members 
Mstep: Class 10 contains 12836 members 
Mstep: Class 11 contains 2038 members 
Mstep: Class 12 contains 88829 members 
Mstep: Class 13 contains 14039 members 
Mstep: Class 14 contains 18545 members 
Mstep: Class 16 contains 2963 members 
Mstep: Class 17 contains 871 members 
Mstep: Class 18 contains 35149 members 
Mstep: Class 19 contains 26056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28189784.000000 Penalty: 38844.960938
Iteration 45Q: 19 clusters Score -2.818978e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317376 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 1967 members 
Mstep: Class 5 contains 5818 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 12649 members 
Mstep: Class 8 contains 33540 members 
Mstep: Class 9 contains 1705 members 
Mstep: Class 10 contains 12819 members 
Mstep: Class 11 contains 1996 members 
Mstep: Class 12 contains 89157 members 
Mstep: Class 13 contains 14018 members 
Mstep: Class 14 contains 18619 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 887 members 
Mstep: Class 18 contains 34931 members 
Mstep: Class 19 contains 25495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190012.000000 Penalty: 38844.960938
Iteration 46Q: 19 clusters Score -2.819001e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 317837 members 
Mstep: Class 2 contains 2086 members 
Mstep: Class 3 contains 2144 members 
Mstep: Class 4 contains 1975 members 
Mstep: Class 5 contains 5799 members 
Mstep: Class 6 contains 7346 members 
Mstep: Class 7 contains 12754 members 
Mstep: Class 8 contains 33222 members 
Mstep: Class 9 contains 1704 members 
Mstep: Class 10 contains 12794 members 
Mstep: Class 11 contains 1964 members 
Mstep: Class 12 contains 89502 members 
Mstep: Class 13 contains 14015 members 
Mstep: Class 14 contains 18686 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 901 members 
Mstep: Class 18 contains 34748 members 
Mstep: Class 19 contains 24947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190126.000000 Penalty: 38844.960938
Iteration 47Q: 19 clusters Score -2.819013e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 318345 members 
Mstep: Class 2 contains 2078 members 
Mstep: Class 3 contains 2151 members 
Mstep: Class 4 contains 1982 members 
Mstep: Class 5 contains 5791 members 
Mstep: Class 6 contains 7376 members 
Mstep: Class 7 contains 12871 members 
Mstep: Class 8 contains 32891 members 
Mstep: Class 9 contains 1702 members 
Mstep: Class 10 contains 12753 members 
Mstep: Class 11 contains 1935 members 
Mstep: Class 12 contains 89812 members 
Mstep: Class 13 contains 14019 members 
Mstep: Class 14 contains 18724 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 911 members 
Mstep: Class 18 contains 34586 members 
Mstep: Class 19 contains 24423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190412.000000 Penalty: 38844.960938
Iteration 48Q: 19 clusters Score -2.819041e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 318787 members 
Mstep: Class 2 contains 2079 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 1989 members 
Mstep: Class 5 contains 5770 members 
Mstep: Class 6 contains 7403 members 
Mstep: Class 7 contains 12974 members 
Mstep: Class 8 contains 32595 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 12718 members 
Mstep: Class 11 contains 1904 members 
Mstep: Class 12 contains 90153 members 
Mstep: Class 13 contains 14012 members 
Mstep: Class 14 contains 18770 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 34454 members 
Mstep: Class 19 contains 23890 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 19 clusters Score -2.819056e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 319174 members 
Mstep: Class 2 contains 2073 members 
Mstep: Class 3 contains 2163 members 
Mstep: Class 4 contains 1996 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 7429 members 
Mstep: Class 7 contains 13049 members 
Mstep: Class 8 contains 32325 members 
Mstep: Class 9 contains 1697 members 
Mstep: Class 10 contains 12690 members 
Mstep: Class 11 contains 1889 members 
Mstep: Class 12 contains 90526 members 
Mstep: Class 13 contains 13999 members 
Mstep: Class 14 contains 18809 members 
Mstep: Class 16 contains 3363 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 34325 members 
Mstep: Class 19 contains 23363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190664.000000 Penalty: 38844.960938
Iteration 50Q: 19 clusters Score -2.819066e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 319554 members 
Mstep: Class 2 contains 2062 members 
Mstep: Class 3 contains 2172 members 
Mstep: Class 4 contains 2004 members 
Mstep: Class 5 contains 5737 members 
Mstep: Class 6 contains 7449 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 32063 members 
Mstep: Class 9 contains 1696 members 
Mstep: Class 10 contains 12673 members 
Mstep: Class 11 contains 1877 members 
Mstep: Class 12 contains 90872 members 
Mstep: Class 13 contains 13991 members 
Mstep: Class 14 contains 18813 members 
Mstep: Class 16 contains 3422 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 34199 members 
Mstep: Class 19 contains 22899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190788.000000 Penalty: 38844.960938
Iteration 51Q: 19 clusters Score -2.819079e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 319910 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 2185 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 5 contains 5720 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 13195 members 
Mstep: Class 8 contains 31795 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 12658 members 
Mstep: Class 11 contains 1866 members 
Mstep: Class 12 contains 91178 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 18826 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 977 members 
Mstep: Class 18 contains 34054 members 
Mstep: Class 19 contains 22468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190868.000000 Penalty: 38844.960938
Iteration 52Q: 19 clusters Score -2.819087e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 320275 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 2014 members 
Mstep: Class 5 contains 5697 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 13264 members 
Mstep: Class 8 contains 31520 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 12647 members 
Mstep: Class 11 contains 1856 members 
Mstep: Class 12 contains 91507 members 
Mstep: Class 13 contains 13967 members 
Mstep: Class 14 contains 18843 members 
Mstep: Class 16 contains 3545 members 
Mstep: Class 17 contains 997 members 
Mstep: Class 18 contains 33925 members 
Mstep: Class 19 contains 22032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190978.000000 Penalty: 38844.960938
Iteration 53Q: 19 clusters Score -2.819098e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 320655 members 
Mstep: Class 2 contains 2063 members 
Mstep: Class 3 contains 2209 members 
Mstep: Class 4 contains 2021 members 
Mstep: Class 5 contains 5666 members 
Mstep: Class 6 contains 7520 members 
Mstep: Class 7 contains 13315 members 
Mstep: Class 8 contains 31253 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 12626 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 91820 members 
Mstep: Class 13 contains 13969 members 
Mstep: Class 14 contains 18862 members 
Mstep: Class 16 contains 3583 members 
Mstep: Class 17 contains 1017 members 
Mstep: Class 18 contains 33805 members 
Mstep: Class 19 contains 21624 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 19 clusters Score -2.819113e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 321015 members 
Mstep: Class 2 contains 2051 members 
Mstep: Class 3 contains 2221 members 
Mstep: Class 4 contains 2028 members 
Mstep: Class 5 contains 5636 members 
Mstep: Class 6 contains 7543 members 
Mstep: Class 7 contains 13370 members 
Mstep: Class 8 contains 31016 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 12597 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 12 contains 92120 members 
Mstep: Class 13 contains 13942 members 
Mstep: Class 14 contains 18885 members 
Mstep: Class 16 contains 3627 members 
Mstep: Class 17 contains 1037 members 
Mstep: Class 18 contains 33707 members 
Mstep: Class 19 contains 21217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191080.000000 Penalty: 38844.960938
Iteration 55Q: 19 clusters Score -2.819108e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 321379 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 2227 members 
Mstep: Class 4 contains 2030 members 
Mstep: Class 5 contains 5606 members 
Mstep: Class 6 contains 7585 members 
Mstep: Class 7 contains 13421 members 
Mstep: Class 8 contains 30786 members 
Mstep: Class 9 contains 1699 members 
Mstep: Class 10 contains 12568 members 
Mstep: Class 11 contains 1836 members 
Mstep: Class 12 contains 92430 members 
Mstep: Class 13 contains 13914 members 
Mstep: Class 14 contains 18893 members 
Mstep: Class 16 contains 3675 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 18 contains 33612 members 
Mstep: Class 19 contains 20799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191146.000000 Penalty: 38844.960938
Iteration 56Q: 19 clusters Score -2.819115e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 321715 members 
Mstep: Class 2 contains 2040 members 
Mstep: Class 3 contains 2230 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 5584 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 13473 members 
Mstep: Class 8 contains 30561 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 12551 members 
Mstep: Class 11 contains 1833 members 
Mstep: Class 12 contains 92706 members 
Mstep: Class 13 contains 13896 members 
Mstep: Class 14 contains 18897 members 
Mstep: Class 16 contains 3708 members 
Mstep: Class 17 contains 1071 members 
Mstep: Class 18 contains 33516 members 
Mstep: Class 19 contains 20407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191212.000000 Penalty: 38844.960938
Iteration 57Q: 19 clusters Score -2.819121e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 322027 members 
Mstep: Class 2 contains 2021 members 
Mstep: Class 3 contains 2241 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 5 contains 5559 members 
Mstep: Class 6 contains 7697 members 
Mstep: Class 7 contains 13513 members 
Mstep: Class 8 contains 30344 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 12530 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 93006 members 
Mstep: Class 13 contains 13858 members 
Mstep: Class 14 contains 18911 members 
Mstep: Class 16 contains 3758 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 18 contains 33420 members 
Mstep: Class 19 contains 20024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191392.000000 Penalty: 38844.960938
Iteration 58Q: 19 clusters Score -2.819139e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 322332 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 2037 members 
Mstep: Class 5 contains 5536 members 
Mstep: Class 6 contains 7740 members 
Mstep: Class 7 contains 13538 members 
Mstep: Class 8 contains 30102 members 
Mstep: Class 9 contains 1697 members 
Mstep: Class 10 contains 12527 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 93299 members 
Mstep: Class 13 contains 13830 members 
Mstep: Class 14 contains 18919 members 
Mstep: Class 16 contains 3798 members 
Mstep: Class 17 contains 1109 members 
Mstep: Class 18 contains 33333 members 
Mstep: Class 19 contains 19678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191426.000000 Penalty: 38844.960938
Iteration 59Q: 19 clusters Score -2.819143e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 322655 members 
Mstep: Class 2 contains 2005 members 
Mstep: Class 3 contains 2256 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 7775 members 
Mstep: Class 7 contains 13570 members 
Mstep: Class 8 contains 29874 members 
Mstep: Class 9 contains 1695 members 
Mstep: Class 10 contains 12510 members 
Mstep: Class 11 contains 1820 members 
Mstep: Class 12 contains 93570 members 
Mstep: Class 13 contains 13811 members 
Mstep: Class 14 contains 18932 members 
Mstep: Class 16 contains 3838 members 
Mstep: Class 17 contains 1118 members 
Mstep: Class 18 contains 33257 members 
Mstep: Class 19 contains 19332 members 
Entering Unmasked Estep 
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Score: -28191540.000000 Penalty: 38844.960938
Iteration 60F: 19 clusters Score -2.819154e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 322987 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 7802 members 
Mstep: Class 7 contains 13595 members 
Mstep: Class 8 contains 29622 members 
Mstep: Class 9 contains 1695 members 
Mstep: Class 10 contains 12498 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 93846 members 
Mstep: Class 13 contains 13795 members 
Mstep: Class 14 contains 18943 members 
Mstep: Class 16 contains 3884 members 
Mstep: Class 17 contains 1131 members 
Mstep: Class 18 contains 33179 members 
Mstep: Class 19 contains 19007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191654.000000 Penalty: 38844.960938
Iteration 61Q: 19 clusters Score -2.819165e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 323267 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 2272 members 
Mstep: Class 4 contains 2043 members 
Mstep: Class 5 contains 5437 members 
Mstep: Class 6 contains 7841 members 
Mstep: Class 7 contains 13600 members 
Mstep: Class 8 contains 29380 members 
Mstep: Class 9 contains 1693 members 
Mstep: Class 10 contains 12483 members 
Mstep: Class 11 contains 1815 members 
Mstep: Class 12 contains 94119 members 
Mstep: Class 13 contains 13786 members 
Mstep: Class 14 contains 18941 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 33128 members 
Mstep: Class 19 contains 18701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191754.000000 Penalty: 38844.960938
Iteration 62Q: 19 clusters Score -2.819175e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 323499 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 2047 members 
Mstep: Class 5 contains 5417 members 
Mstep: Class 6 contains 7869 members 
Mstep: Class 7 contains 13617 members 
Mstep: Class 8 contains 29149 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 12475 members 
Mstep: Class 11 contains 1811 members 
Mstep: Class 12 contains 94432 members 
Mstep: Class 13 contains 13783 members 
Mstep: Class 14 contains 18934 members 
Mstep: Class 16 contains 3945 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 33087 members 
Mstep: Class 19 contains 18387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191684.000000 Penalty: 38844.960938
Iteration 63Q: 19 clusters Score -2.819168e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 323756 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 2279 members 
Mstep: Class 4 contains 2054 members 
Mstep: Class 5 contains 5392 members 
Mstep: Class 6 contains 7889 members 
Mstep: Class 7 contains 13623 members 
Mstep: Class 8 contains 28925 members 
Mstep: Class 9 contains 1691 members 
Mstep: Class 10 contains 12472 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 12 contains 94770 members 
Mstep: Class 13 contains 13767 members 
Mstep: Class 14 contains 18926 members 
Mstep: Class 16 contains 3968 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 33058 members 
Mstep: Class 19 contains 18045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191694.000000 Penalty: 38844.960938
Iteration 64Q: 19 clusters Score -2.819169e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 324006 members 
Mstep: Class 2 contains 1967 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 5366 members 
Mstep: Class 6 contains 7920 members 
Mstep: Class 7 contains 13634 members 
Mstep: Class 8 contains 28716 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 12469 members 
Mstep: Class 11 contains 1809 members 
Mstep: Class 12 contains 95051 members 
Mstep: Class 13 contains 13748 members 
Mstep: Class 14 contains 18918 members 
Mstep: Class 16 contains 3985 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 18 contains 33035 members 
Mstep: Class 19 contains 17722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191768.000000 Penalty: 38844.960938
Iteration 65Q: 19 clusters Score -2.819177e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 324251 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 2063 members 
Mstep: Class 5 contains 5339 members 
Mstep: Class 6 contains 7941 members 
Mstep: Class 7 contains 13635 members 
Mstep: Class 8 contains 28513 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 12466 members 
Mstep: Class 11 contains 1808 members 
Mstep: Class 12 contains 95329 members 
Mstep: Class 13 contains 13728 members 
Mstep: Class 14 contains 18922 members 
Mstep: Class 16 contains 3999 members 
Mstep: Class 17 contains 1193 members 
Mstep: Class 18 contains 33011 members 
Mstep: Class 19 contains 17425 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -2.819181e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 324476 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 5317 members 
Mstep: Class 6 contains 7954 members 
Mstep: Class 7 contains 13635 members 
Mstep: Class 8 contains 28313 members 
Mstep: Class 9 contains 1692 members 
Mstep: Class 10 contains 12465 members 
Mstep: Class 11 contains 1808 members 
Mstep: Class 12 contains 95627 members 
Mstep: Class 13 contains 13707 members 
Mstep: Class 14 contains 18917 members 
Mstep: Class 16 contains 4021 members 
Mstep: Class 17 contains 1209 members 
Mstep: Class 18 contains 32996 members 
Mstep: Class 19 contains 17114 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -2.819186e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 324679 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 5288 members 
Mstep: Class 6 contains 7975 members 
Mstep: Class 7 contains 13624 members 
Mstep: Class 8 contains 28138 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 10 contains 12454 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 12 contains 95884 members 
Mstep: Class 13 contains 13692 members 
Mstep: Class 14 contains 18908 members 
Mstep: Class 16 contains 4041 members 
Mstep: Class 17 contains 1232 members 
Mstep: Class 18 contains 32983 members 
Mstep: Class 19 contains 16856 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -2.819194e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 324878 members 
Mstep: Class 2 contains 1949 members 
Mstep: Class 3 contains 2284 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 5262 members 
Mstep: Class 6 contains 7993 members 
Mstep: Class 7 contains 13613 members 
Mstep: Class 8 contains 27970 members 
Mstep: Class 9 contains 1689 members 
Mstep: Class 10 contains 12448 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 96152 members 
Mstep: Class 13 contains 13683 members 
Mstep: Class 14 contains 18897 members 
Mstep: Class 16 contains 4061 members 
Mstep: Class 17 contains 1245 members 
Mstep: Class 18 contains 32965 members 
Mstep: Class 19 contains 16603 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -2.819204e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 325086 members 
Mstep: Class 2 contains 1940 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 2064 members 
Mstep: Class 5 contains 5243 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 7 contains 13607 members 
Mstep: Class 8 contains 27813 members 
Mstep: Class 9 contains 1688 members 
Mstep: Class 10 contains 12435 members 
Mstep: Class 11 contains 1798 members 
Mstep: Class 12 contains 96403 members 
Mstep: Class 13 contains 13674 members 
Mstep: Class 14 contains 18893 members 
Mstep: Class 16 contains 4078 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 32942 members 
Mstep: Class 19 contains 16340 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -2.819204e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 325296 members 
Mstep: Class 2 contains 1929 members 
Mstep: Class 3 contains 2296 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 5227 members 
Mstep: Class 6 contains 8028 members 
Mstep: Class 7 contains 13609 members 
Mstep: Class 8 contains 27640 members 
Mstep: Class 9 contains 1688 members 
Mstep: Class 10 contains 12428 members 
Mstep: Class 11 contains 1795 members 
Mstep: Class 12 contains 96651 members 
Mstep: Class 13 contains 13666 members 
Mstep: Class 14 contains 18886 members 
Mstep: Class 16 contains 4092 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 32921 members 
Mstep: Class 19 contains 16078 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -2.819208e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 325463 members 
Mstep: Class 2 contains 1920 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 5203 members 
Mstep: Class 6 contains 8056 members 
Mstep: Class 7 contains 13609 members 
Mstep: Class 8 contains 27489 members 
Mstep: Class 9 contains 1688 members 
Mstep: Class 10 contains 12427 members 
Mstep: Class 11 contains 1788 members 
Mstep: Class 12 contains 96899 members 
Mstep: Class 13 contains 13659 members 
Mstep: Class 14 contains 18882 members 
Mstep: Class 16 contains 4107 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 32888 members 
Mstep: Class 19 contains 15843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192186.000000 Penalty: 38844.960938
Iteration 72Q: 19 clusters Score -2.819219e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 325638 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 5166 members 
Mstep: Class 6 contains 8089 members 
Mstep: Class 7 contains 13612 members 
Mstep: Class 8 contains 27329 members 
Mstep: Class 9 contains 1688 members 
Mstep: Class 10 contains 12429 members 
Mstep: Class 11 contains 1786 members 
Mstep: Class 12 contains 97163 members 
Mstep: Class 13 contains 13647 members 
Mstep: Class 14 contains 18876 members 
Mstep: Class 16 contains 4120 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 32848 members 
Mstep: Class 19 contains 15598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192296.000000 Penalty: 38844.960938
Iteration 73Q: 19 clusters Score -2.81923e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 325799 members 
Mstep: Class 2 contains 1917 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 2065 members 
Mstep: Class 5 contains 5141 members 
Mstep: Class 6 contains 8113 members 
Mstep: Class 7 contains 13616 members 
Mstep: Class 8 contains 27191 members 
Mstep: Class 9 contains 1686 members 
Mstep: Class 10 contains 12420 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 97416 members 
Mstep: Class 13 contains 13641 members 
Mstep: Class 14 contains 18868 members 
Mstep: Class 16 contains 4135 members 
Mstep: Class 17 contains 1300 members 
Mstep: Class 18 contains 32820 members 
Mstep: Class 19 contains 15346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192332.000000 Penalty: 38844.960938
Iteration 74Q: 19 clusters Score -2.819233e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 325938 members 
Mstep: Class 2 contains 1925 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 5117 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 13617 members 
Mstep: Class 8 contains 27064 members 
Mstep: Class 9 contains 1686 members 
Mstep: Class 10 contains 12408 members 
Mstep: Class 11 contains 1777 members 
Mstep: Class 12 contains 97677 members 
Mstep: Class 13 contains 13631 members 
Mstep: Class 14 contains 18868 members 
Mstep: Class 16 contains 4158 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 32799 members 
Mstep: Class 19 contains 15088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192354.000000 Penalty: 38844.960938
Iteration 75Q: 19 clusters Score -2.819235e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326076 members 
Mstep: Class 2 contains 1934 members 
Mstep: Class 3 contains 2306 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 5102 members 
Mstep: Class 6 contains 8139 members 
Mstep: Class 7 contains 13632 members 
Mstep: Class 8 contains 26952 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 12398 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 12 contains 97921 members 
Mstep: Class 13 contains 13625 members 
Mstep: Class 14 contains 18865 members 
Mstep: Class 16 contains 4177 members 
Mstep: Class 17 contains 1315 members 
Mstep: Class 18 contains 32777 members 
Mstep: Class 19 contains 14813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192376.000000 Penalty: 38844.960938
Iteration 76Q: 19 clusters Score -2.819238e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326189 members 
Mstep: Class 2 contains 1941 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 5094 members 
Mstep: Class 6 contains 8152 members 
Mstep: Class 7 contains 13648 members 
Mstep: Class 8 contains 26843 members 
Mstep: Class 9 contains 1682 members 
Mstep: Class 10 contains 12390 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 12 contains 98175 members 
Mstep: Class 13 contains 13621 members 
Mstep: Class 14 contains 18855 members 
Mstep: Class 16 contains 4189 members 
Mstep: Class 17 contains 1322 members 
Mstep: Class 18 contains 32746 members 
Mstep: Class 19 contains 14560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192436.000000 Penalty: 38844.960938
Iteration 77Q: 19 clusters Score -2.819244e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326314 members 
Mstep: Class 2 contains 1952 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 5087 members 
Mstep: Class 6 contains 8167 members 
Mstep: Class 7 contains 13645 members 
Mstep: Class 8 contains 26723 members 
Mstep: Class 9 contains 1681 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 98429 members 
Mstep: Class 13 contains 13617 members 
Mstep: Class 14 contains 18851 members 
Mstep: Class 16 contains 4204 members 
Mstep: Class 17 contains 1333 members 
Mstep: Class 18 contains 32714 members 
Mstep: Class 19 contains 14308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192506.000000 Penalty: 38844.960938
Iteration 78Q: 19 clusters Score -2.819251e+07 nChanged 716
Entering ConstructFrom: 
Score: -28192506.000000 Penalty: 38844.960938
Entering ConstructFrom: 
Trying to split cluster 1 (326426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326426 members 
Entering Unmasked Estep 
Score: -16397805.000000 Penalty: 2063.093262
	Iteration 0F: 2 clusters Score -1.63978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 163160 members 
Entering Unmasked Estep 
Score: -16177605.000000 Penalty: 4126.186523
	Iteration 0F: 3 clusters Score -1.61776e+07 nChanged 159374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163988 members 
Mstep: Class 2 contains 162438 members 
Entering Unmasked Estep 
Score: -16272233.000000 Penalty: 4126.186523
	Iteration 1F: 3 clusters Score -1.627223e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -16273345.000000 Penalty: 4126.186523
	Iteration 2Q: 3 clusters Score -1.627334e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165174 members 
Mstep: Class 2 contains 161252 members 
Entering Unmasked Estep 
Score: -16274514.000000 Penalty: 4126.186523
	Iteration 3Q: 3 clusters Score -1.627451e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166441 members 
Mstep: Class 2 contains 159985 members 
Entering Unmasked Estep 
Score: -16275978.000000 Penalty: 4126.186523
	Iteration 4Q: 3 clusters Score -1.627598e+07 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 158049 members 
Entering Unmasked Estep 
Score: -16278015.000000 Penalty: 4126.186523
	Iteration 5Q: 3 clusters Score -1.627802e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171443 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -16281163.000000 Penalty: 4126.186523
	Iteration 6Q: 3 clusters Score -1.628116e+07 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175950 members 
Mstep: Class 2 contains 150476 members 
Entering Unmasked Estep 
Score: -16286105.000000 Penalty: 4126.186523
	Iteration 7Q: 3 clusters Score -1.62861e+07 nChanged 15301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182107 members 
Mstep: Class 2 contains 144319 members 
Entering Unmasked Estep 
Score: -16294897.000000 Penalty: 4126.186523
	Iteration 8Q: 3 clusters Score -1.62949e+07 nChanged 19026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189565 members 
Mstep: Class 2 contains 136861 members 
Entering Unmasked Estep 
Score: -16308831.000000 Penalty: 4126.186523
	Iteration 9F: 3 clusters Score -1.630883e+07 nChanged 21099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196728 members 
Mstep: Class 2 contains 129698 members 
Entering Unmasked Estep 
Score: -16324619.000000 Penalty: 4126.186523
	Iteration 10F: 3 clusters Score -1.632462e+07 nChanged 18588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202326 members 
Mstep: Class 2 contains 124100 members 
Entering Unmasked Estep 
Score: -16334734.000000 Penalty: 4126.186523
	Iteration 11F: 3 clusters Score -1.633473e+07 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207069 members 
Mstep: Class 2 contains 119357 members 
Entering Unmasked Estep 
Score: -16338411.000000 Penalty: 4126.186523
	Iteration 12Q: 3 clusters Score -1.633841e+07 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211694 members 
Mstep: Class 2 contains 114732 members 
Entering Unmasked Estep 
Score: -16340137.000000 Penalty: 4126.186523
	Iteration 13Q: 3 clusters Score -1.634014e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216678 members 
Mstep: Class 2 contains 109748 members 
Entering Unmasked Estep 
Score: -16341552.000000 Penalty: 4126.186523
	Iteration 14Q: 3 clusters Score -1.634155e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221976 members 
Mstep: Class 2 contains 104450 members 
Entering Unmasked Estep 
Score: -16342666.000000 Penalty: 4126.186523
	Iteration 15Q: 3 clusters Score -1.634267e+07 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227713 members 
Mstep: Class 2 contains 98713 members 
Entering Unmasked Estep 
Score: -16344171.000000 Penalty: 4126.186523
	Iteration 16Q: 3 clusters Score -1.634417e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233870 members 
Mstep: Class 2 contains 92556 members 
Entering Unmasked Estep 
Score: -16345821.000000 Penalty: 4126.186523
	Iteration 17Q: 3 clusters Score -1.634582e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240310 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -16347903.000000 Penalty: 4126.186523
	Iteration 18Q: 3 clusters Score -1.63479e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247099 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -16350231.000000 Penalty: 4126.186523
	Iteration 19Q: 3 clusters Score -1.635023e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254384 members 
Mstep: Class 2 contains 72042 members 
Entering Unmasked Estep 
Score: -16352917.000000 Penalty: 4126.186523
	Iteration 20F: 3 clusters Score -1.635292e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262090 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -16356301.000000 Penalty: 4126.186523
	Iteration 21Q: 3 clusters Score -1.63563e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269943 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -16359955.000000 Penalty: 4126.186523
	Iteration 22Q: 3 clusters Score -1.635996e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277788 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -16363644.000000 Penalty: 4126.186523
	Iteration 23Q: 3 clusters Score -1.636364e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285509 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -16367865.000000 Penalty: 4126.186523
	Iteration 24Q: 3 clusters Score -1.636786e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292969 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -16372202.000000 Penalty: 4126.186523
	Iteration 25Q: 3 clusters Score -1.63722e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299985 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -16376778.000000 Penalty: 4126.186523
	Iteration 26Q: 3 clusters Score -1.637678e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306258 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -16381026.000000 Penalty: 4126.186523
	Iteration 27Q: 3 clusters Score -1.638103e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311747 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -16385220.000000 Penalty: 4126.186523
	Iteration 28Q: 3 clusters Score -1.638522e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316292 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -16388527.000000 Penalty: 4126.186523
	Iteration 29Q: 3 clusters Score -1.638853e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319768 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -16391116.000000 Penalty: 4126.186523
	Iteration 30Q: 3 clusters Score -1.639112e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322396 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -16393105.000000 Penalty: 4126.186523
	Iteration 31Q: 3 clusters Score -1.63931e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324195 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -16394516.000000 Penalty: 4126.186523
	Iteration 32Q: 3 clusters Score -1.639452e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325240 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -16395280.000000 Penalty: 4126.186523
	Iteration 33Q: 3 clusters Score -1.639528e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325742 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16395617.000000 Penalty: 4126.186523
	Iteration 34Q: 3 clusters Score -1.639562e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325952 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -16395739.000000 Penalty: 4126.186523
	Iteration 35Q: 3 clusters Score -1.639574e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326060 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -16395826.000000 Penalty: 4126.186523
	Iteration 36Q: 3 clusters Score -1.639583e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326107 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -16395866.000000 Penalty: 4126.186523
	Iteration 37Q: 3 clusters Score -1.639587e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326138 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16395914.000000 Penalty: 4126.186523
	Iteration 38Q: 3 clusters Score -1.639591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326155 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16395958.000000 Penalty: 4126.186523
	Iteration 39Q: 3 clusters Score -1.639596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326168 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -16395985.000000 Penalty: 4126.186523
	Iteration 40F: 3 clusters Score -1.639598e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326178 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -16395985.000000 Penalty: 4126.186523
	Iteration 41Q: 3 clusters Score -1.639598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326186 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -16395988.000000 Penalty: 4126.186523
	Iteration 42Q: 3 clusters Score -1.639599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326189 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -16395997.000000 Penalty: 4126.186523
	Iteration 43Q: 3 clusters Score -1.6396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16396007.000000 Penalty: 4126.186523
	Iteration 44Q: 3 clusters Score -1.639601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16396016.000000 Penalty: 4126.186523
	Iteration 45Q: 3 clusters Score -1.639602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326193 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -16396008.000000 Penalty: 4126.186523
	Iteration 46Q: 3 clusters Score -1.639601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326192 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16396007.000000 Penalty: 4126.186523
	Iteration 47Q: 3 clusters Score -1.639601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326191 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -16396014.000000 Penalty: 4126.186523
	Iteration 48Q: 3 clusters Score -1.639601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326194 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16396024.000000 Penalty: 4126.186523
	Iteration 49Q: 3 clusters Score -1.639602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326196 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16396022.000000 Penalty: 4126.186523
	Iteration 50Q: 3 clusters Score -1.639602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326196 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16396036.000000 Penalty: 4126.186523
	Iteration 51Q: 3 clusters Score -1.639604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326197 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16396030.000000 Penalty: 4126.186523
	Iteration 52Q: 3 clusters Score -1.639603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326197 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16396039.000000 Penalty: 4126.186523
	Iteration 53Q: 3 clusters Score -1.639604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326197 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16396039.000000 Penalty: 4126.186523
	Iteration 54F: 3 clusters Score -1.639604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -88259.437500 Penalty: 1231.448608
	Iteration 0F: 2 clusters Score -88259.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -86177.882812 Penalty: 2462.897217
	Iteration 0F: 3 clusters Score -86177.88 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -86592.054688 Penalty: 2462.897217
	Iteration 1F: 3 clusters Score -86592.05 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -86721.250000 Penalty: 2462.897217
	Iteration 2F: 3 clusters Score -86721.25 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -86779.921875 Penalty: 2462.897217
	Iteration 3Q: 3 clusters Score -86779.92 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -86815.742188 Penalty: 2462.897217
	Iteration 4Q: 3 clusters Score -86815.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -86845.500000 Penalty: 2462.897217
	Iteration 5Q: 3 clusters Score -86845.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -86863.820312 Penalty: 2462.897217
	Iteration 6Q: 3 clusters Score -86863.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -86876.960938 Penalty: 2462.897217
	Iteration 7Q: 3 clusters Score -86876.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -86893.789062 Penalty: 2462.897217
	Iteration 8Q: 3 clusters Score -86893.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -86914.820312 Penalty: 2462.897217
	Iteration 9Q: 3 clusters Score -86914.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -86934.562500 Penalty: 2462.897217
	Iteration 10Q: 3 clusters Score -86934.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -86955.367188 Penalty: 2462.897217
	Iteration 11Q: 3 clusters Score -86955.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -86971.226562 Penalty: 2462.897217
	Iteration 12Q: 3 clusters Score -86971.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -86991.203125 Penalty: 2462.897217
	Iteration 13Q: 3 clusters Score -86991.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -87007.625000 Penalty: 2462.897217
	Iteration 14Q: 3 clusters Score -87007.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -87022.796875 Penalty: 2462.897217
	Iteration 15Q: 3 clusters Score -87022.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -87035.593750 Penalty: 2462.897217
	Iteration 16Q: 3 clusters Score -87035.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -87049.062500 Penalty: 2462.897217
	Iteration 17Q: 3 clusters Score -87049.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -87058.968750 Penalty: 2462.897217
	Iteration 18Q: 3 clusters Score -87058.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -87072.718750 Penalty: 2462.897217
	Iteration 19Q: 3 clusters Score -87072.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -87085.929688 Penalty: 2462.897217
	Iteration 20F: 3 clusters Score -87085.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -87096.960938 Penalty: 2462.897217
	Iteration 21Q: 3 clusters Score -87096.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -87114.468750 Penalty: 2462.897217
	Iteration 22Q: 3 clusters Score -87114.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -87132.734375 Penalty: 2462.897217
	Iteration 23Q: 3 clusters Score -87132.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -87155.929688 Penalty: 2462.897217
	Iteration 24Q: 3 clusters Score -87155.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -87167.546875 Penalty: 2462.897217
	Iteration 25Q: 3 clusters Score -87167.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -87184.046875 Penalty: 2462.897217
	Iteration 26Q: 3 clusters Score -87184.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -87199.023438 Penalty: 2462.897217
	Iteration 27Q: 3 clusters Score -87199.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -87212.867188 Penalty: 2462.897217
	Iteration 28Q: 3 clusters Score -87212.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -87223.687500 Penalty: 2462.897217
	Iteration 29Q: 3 clusters Score -87223.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -87235.437500 Penalty: 2462.897217
	Iteration 30Q: 3 clusters Score -87235.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -87245.640625 Penalty: 2462.897217
	Iteration 31Q: 3 clusters Score -87245.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -87258.023438 Penalty: 2462.897217
	Iteration 32Q: 3 clusters Score -87258.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -87266.179688 Penalty: 2462.897217
	Iteration 33Q: 3 clusters Score -87266.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -87272.109375 Penalty: 2462.897217
	Iteration 34Q: 3 clusters Score -87272.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -87276.757812 Penalty: 2462.897217
	Iteration 35Q: 3 clusters Score -87276.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -87283.593750 Penalty: 2462.897217
	Iteration 36Q: 3 clusters Score -87283.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -87289.257812 Penalty: 2462.897217
	Iteration 37Q: 3 clusters Score -87289.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -87297.492188 Penalty: 2462.897217
	Iteration 38Q: 3 clusters Score -87297.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -87304.750000 Penalty: 2462.897217
	Iteration 39Q: 3 clusters Score -87304.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -87311.757812 Penalty: 2462.897217
	Iteration 40F: 3 clusters Score -87311.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -87319.726562 Penalty: 2462.897217
	Iteration 41Q: 3 clusters Score -87319.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -87328.734375 Penalty: 2462.897217
	Iteration 42Q: 3 clusters Score -87328.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -87337.914062 Penalty: 2462.897217
	Iteration 43Q: 3 clusters Score -87337.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -87343.617188 Penalty: 2462.897217
	Iteration 44Q: 3 clusters Score -87343.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -87347.921875 Penalty: 2462.897217
	Iteration 45Q: 3 clusters Score -87347.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -87352.492188 Penalty: 2462.897217
	Iteration 46Q: 3 clusters Score -87352.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -87356.429688 Penalty: 2462.897217
	Iteration 47Q: 3 clusters Score -87356.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -87359.539062 Penalty: 2462.897217
	Iteration 48Q: 3 clusters Score -87359.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -87359.968750 Penalty: 2462.897217
	Iteration 49Q: 3 clusters Score -87359.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -87360.421875 Penalty: 2462.897217
	Iteration 50Q: 3 clusters Score -87360.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -87361.117188 Penalty: 2462.897217
	Iteration 51Q: 3 clusters Score -87361.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -87361.453125 Penalty: 2462.897217
	Iteration 52Q: 3 clusters Score -87361.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -87361.632812 Penalty: 2462.897217
	Iteration 53Q: 3 clusters Score -87361.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -87361.632812 Penalty: 2462.897217
	Iteration 54F: 3 clusters Score -87361.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -100857.687500 Penalty: 1258.773804
	Iteration 0F: 2 clusters Score -100857.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -98602.992188 Penalty: 2517.547607
	Iteration 0F: 3 clusters Score -98602.99 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -99130.460938 Penalty: 2517.547607
	Iteration 1F: 3 clusters Score -99130.46 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -99323.710938 Penalty: 2517.547607
	Iteration 2F: 3 clusters Score -99323.71 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -99497.375000 Penalty: 2517.547607
	Iteration 3F: 3 clusters Score -99497.38 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -99731.179688 Penalty: 2517.547607
	Iteration 4F: 3 clusters Score -99731.18 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -100039.093750 Penalty: 2517.547607
	Iteration 5F: 3 clusters Score -100039.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -100351.585938 Penalty: 2517.547607
	Iteration 6F: 3 clusters Score -100351.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -100605.046875 Penalty: 2517.547607
	Iteration 7F: 3 clusters Score -100605 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -100726.585938 Penalty: 2517.547607
	Iteration 8Q: 3 clusters Score -100726.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -100781.312500 Penalty: 2517.547607
	Iteration 9Q: 3 clusters Score -100781.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -100797.195312 Penalty: 2517.547607
	Iteration 10Q: 3 clusters Score -100797.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -100805.007812 Penalty: 2517.547607
	Iteration 11Q: 3 clusters Score -100805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -100811.914062 Penalty: 2517.547607
	Iteration 12Q: 3 clusters Score -100811.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -100817.164062 Penalty: 2517.547607
	Iteration 13Q: 3 clusters Score -100817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -100822.117188 Penalty: 2517.547607
	Iteration 14Q: 3 clusters Score -100822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -100825.554688 Penalty: 2517.547607
	Iteration 15Q: 3 clusters Score -100825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -100828.093750 Penalty: 2517.547607
	Iteration 16Q: 3 clusters Score -100828.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -100829.804688 Penalty: 2517.547607
	Iteration 17Q: 3 clusters Score -100829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -100831.203125 Penalty: 2517.547607
	Iteration 18Q: 3 clusters Score -100831.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -100832.773438 Penalty: 2517.547607
	Iteration 19Q: 3 clusters Score -100832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -100834.867188 Penalty: 2517.547607
	Iteration 20F: 3 clusters Score -100834.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -100835.765625 Penalty: 2517.547607
	Iteration 21Q: 3 clusters Score -100835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -100836.476562 Penalty: 2517.547607
	Iteration 22Q: 3 clusters Score -100836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -100837.617188 Penalty: 2517.547607
	Iteration 23Q: 3 clusters Score -100837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -100837.617188 Penalty: 2517.547607
	Iteration 24F: 3 clusters Score -100837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Entering Unmasked Estep 
Score: -96205.546875 Penalty: 1240.972168
	Iteration 0F: 2 clusters Score -96205.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -94035.953125 Penalty: 2481.944336
	Iteration 0F: 3 clusters Score -94035.95 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -94439.359375 Penalty: 2481.944336
	Iteration 1F: 3 clusters Score -94439.36 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -94541.414062 Penalty: 2481.944336
	Iteration 2F: 3 clusters Score -94541.41 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -94606.937500 Penalty: 2481.944336
	Iteration 3Q: 3 clusters Score -94606.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -94656.117188 Penalty: 2481.944336
	Iteration 4Q: 3 clusters Score -94656.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -94708.273438 Penalty: 2481.944336
	Iteration 5Q: 3 clusters Score -94708.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -94748.289062 Penalty: 2481.944336
	Iteration 6Q: 3 clusters Score -94748.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -94787.976562 Penalty: 2481.944336
	Iteration 7Q: 3 clusters Score -94787.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -94813.679688 Penalty: 2481.944336
	Iteration 8Q: 3 clusters Score -94813.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -94834.296875 Penalty: 2481.944336
	Iteration 9Q: 3 clusters Score -94834.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -94852.515625 Penalty: 2481.944336
	Iteration 10Q: 3 clusters Score -94852.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -94863.976562 Penalty: 2481.944336
	Iteration 11Q: 3 clusters Score -94863.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -94879.445312 Penalty: 2481.944336
	Iteration 12Q: 3 clusters Score -94879.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -94889.984375 Penalty: 2481.944336
	Iteration 13Q: 3 clusters Score -94889.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -94895.437500 Penalty: 2481.944336
	Iteration 14Q: 3 clusters Score -94895.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -94898.664062 Penalty: 2481.944336
	Iteration 15Q: 3 clusters Score -94898.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -94902.968750 Penalty: 2481.944336
	Iteration 16Q: 3 clusters Score -94902.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -94911.460938 Penalty: 2481.944336
	Iteration 17Q: 3 clusters Score -94911.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -94915.625000 Penalty: 2481.944336
	Iteration 18Q: 3 clusters Score -94915.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -94919.929688 Penalty: 2481.944336
	Iteration 19Q: 3 clusters Score -94919.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -94921.351562 Penalty: 2481.944336
	Iteration 20F: 3 clusters Score -94921.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -94925.164062 Penalty: 2481.944336
	Iteration 21Q: 3 clusters Score -94925.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -94929.218750 Penalty: 2481.944336
	Iteration 22Q: 3 clusters Score -94929.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -94932.398438 Penalty: 2481.944336
	Iteration 23Q: 3 clusters Score -94932.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -94938.765625 Penalty: 2481.944336
	Iteration 24Q: 3 clusters Score -94938.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -94941.101562 Penalty: 2481.944336
	Iteration 25Q: 3 clusters Score -94941.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -94943.765625 Penalty: 2481.944336
	Iteration 26Q: 3 clusters Score -94943.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -94946.117188 Penalty: 2481.944336
	Iteration 27Q: 3 clusters Score -94946.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -94946.656250 Penalty: 2481.944336
	Iteration 28Q: 3 clusters Score -94946.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -94947.328125 Penalty: 2481.944336
	Iteration 29Q: 3 clusters Score -94947.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -94947.656250 Penalty: 2481.944336
	Iteration 30Q: 3 clusters Score -94947.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -94947.851562 Penalty: 2481.944336
	Iteration 31Q: 3 clusters Score -94947.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -94947.851562 Penalty: 2481.944336
	Iteration 32F: 3 clusters Score -94947.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Entering Unmasked Estep 
Score: -262934.781250 Penalty: 1386.623291
	Iteration 0F: 2 clusters Score -262934.8 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 2531 members 
Entering Unmasked Estep 
Score: -258873.234375 Penalty: 2773.246582
	Iteration 0F: 3 clusters Score -258873.2 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -259987.734375 Penalty: 2773.246582
	Iteration 1F: 3 clusters Score -259987.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -260170.125000 Penalty: 2773.246582
	Iteration 2F: 3 clusters Score -260170.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -260299.031250 Penalty: 2773.246582
	Iteration 3F: 3 clusters Score -260299 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -260386.890625 Penalty: 2773.246582
	Iteration 4Q: 3 clusters Score -260386.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -260445.515625 Penalty: 2773.246582
	Iteration 5Q: 3 clusters Score -260445.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -260485.359375 Penalty: 2773.246582
	Iteration 6Q: 3 clusters Score -260485.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -260524.171875 Penalty: 2773.246582
	Iteration 7Q: 3 clusters Score -260524.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -260565.343750 Penalty: 2773.246582
	Iteration 8Q: 3 clusters Score -260565.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -260603.187500 Penalty: 2773.246582
	Iteration 9Q: 3 clusters Score -260603.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -260642.687500 Penalty: 2773.246582
	Iteration 10Q: 3 clusters Score -260642.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -260670.296875 Penalty: 2773.246582
	Iteration 11Q: 3 clusters Score -260670.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -260693.921875 Penalty: 2773.246582
	Iteration 12Q: 3 clusters Score -260693.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -260722.640625 Penalty: 2773.246582
	Iteration 13Q: 3 clusters Score -260722.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -260749.984375 Penalty: 2773.246582
	Iteration 14Q: 3 clusters Score -260750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -260788.562500 Penalty: 2773.246582
	Iteration 15Q: 3 clusters Score -260788.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -260839.265625 Penalty: 2773.246582
	Iteration 16Q: 3 clusters Score -260839.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -260899.671875 Penalty: 2773.246582
	Iteration 17Q: 3 clusters Score -260899.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -260985.625000 Penalty: 2773.246582
	Iteration 18Q: 3 clusters Score -260985.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -261072.281250 Penalty: 2773.246582
	Iteration 19Q: 3 clusters Score -261072.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -261151.046875 Penalty: 2773.246582
	Iteration 20F: 3 clusters Score -261151 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -261227.171875 Penalty: 2773.246582
	Iteration 21Q: 3 clusters Score -261227.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -261310.921875 Penalty: 2773.246582
	Iteration 22Q: 3 clusters Score -261310.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -261400.171875 Penalty: 2773.246582
	Iteration 23Q: 3 clusters Score -261400.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -261485.406250 Penalty: 2773.246582
	Iteration 24Q: 3 clusters Score -261485.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -261546.421875 Penalty: 2773.246582
	Iteration 25Q: 3 clusters Score -261546.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -261576.671875 Penalty: 2773.246582
	Iteration 26Q: 3 clusters Score -261576.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -261592.281250 Penalty: 2773.246582
	Iteration 27Q: 3 clusters Score -261592.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -261603.828125 Penalty: 2773.246582
	Iteration 28Q: 3 clusters Score -261603.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -261618.625000 Penalty: 2773.246582
	Iteration 29Q: 3 clusters Score -261618.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -261629.750000 Penalty: 2773.246582
	Iteration 30Q: 3 clusters Score -261629.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -261641.796875 Penalty: 2773.246582
	Iteration 31Q: 3 clusters Score -261641.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -261655.312500 Penalty: 2773.246582
	Iteration 32Q: 3 clusters Score -261655.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -261667.281250 Penalty: 2773.246582
	Iteration 33Q: 3 clusters Score -261667.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -261677.984375 Penalty: 2773.246582
	Iteration 34Q: 3 clusters Score -261678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -261687.687500 Penalty: 2773.246582
	Iteration 35Q: 3 clusters Score -261687.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -261695.859375 Penalty: 2773.246582
	Iteration 36Q: 3 clusters Score -261695.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -261702.468750 Penalty: 2773.246582
	Iteration 37Q: 3 clusters Score -261702.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -261709.234375 Penalty: 2773.246582
	Iteration 38Q: 3 clusters Score -261709.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -261715.812500 Penalty: 2773.246582
	Iteration 39Q: 3 clusters Score -261715.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -261722.953125 Penalty: 2773.246582
	Iteration 40F: 3 clusters Score -261723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -261732.984375 Penalty: 2773.246582
	Iteration 41Q: 3 clusters Score -261733 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -261739.890625 Penalty: 2773.246582
	Iteration 42Q: 3 clusters Score -261739.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -261744.046875 Penalty: 2773.246582
	Iteration 43Q: 3 clusters Score -261744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -261748.250000 Penalty: 2773.246582
	Iteration 44Q: 3 clusters Score -261748.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -261750.734375 Penalty: 2773.246582
	Iteration 45Q: 3 clusters Score -261750.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -261751.062500 Penalty: 2773.246582
	Iteration 46Q: 3 clusters Score -261751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -261751.062500 Penalty: 2773.246582
	Iteration 47F: 3 clusters Score -261751.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Entering Unmasked Estep 
Score: -390419.468750 Penalty: 1464.114624
	Iteration 0F: 2 clusters Score -390419.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -384456.718750 Penalty: 2928.229248
	Iteration 0F: 3 clusters Score -384456.7 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -386276.718750 Penalty: 2928.229248
	Iteration 1F: 3 clusters Score -386276.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -386486.781250 Penalty: 2928.229248
	Iteration 2F: 3 clusters Score -386486.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -386638.500000 Penalty: 2928.229248
	Iteration 3Q: 3 clusters Score -386638.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -386762.750000 Penalty: 2928.229248
	Iteration 4Q: 3 clusters Score -386762.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -386870.562500 Penalty: 2928.229248
	Iteration 5Q: 3 clusters Score -386870.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -386982.625000 Penalty: 2928.229248
	Iteration 6Q: 3 clusters Score -386982.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -387078.031250 Penalty: 2928.229248
	Iteration 7Q: 3 clusters Score -387078 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -387170.843750 Penalty: 2928.229248
	Iteration 8Q: 3 clusters Score -387170.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -387285.875000 Penalty: 2928.229248
	Iteration 9Q: 3 clusters Score -387285.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -387409.093750 Penalty: 2928.229248
	Iteration 10Q: 3 clusters Score -387409.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -387545.843750 Penalty: 2928.229248
	Iteration 11Q: 3 clusters Score -387545.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -387720.031250 Penalty: 2928.229248
	Iteration 12Q: 3 clusters Score -387720 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -387883.281250 Penalty: 2928.229248
	Iteration 13Q: 3 clusters Score -387883.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -388077.968750 Penalty: 2928.229248
	Iteration 14Q: 3 clusters Score -388078 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -388286.031250 Penalty: 2928.229248
	Iteration 15Q: 3 clusters Score -388286 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -388490.375000 Penalty: 2928.229248
	Iteration 16Q: 3 clusters Score -388490.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -388668.968750 Penalty: 2928.229248
	Iteration 17Q: 3 clusters Score -388669 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -388830.718750 Penalty: 2928.229248
	Iteration 18Q: 3 clusters Score -388830.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -388941.437500 Penalty: 2928.229248
	Iteration 19Q: 3 clusters Score -388941.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -389041.218750 Penalty: 2928.229248
	Iteration 20F: 3 clusters Score -389041.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -389116.406250 Penalty: 2928.229248
	Iteration 21Q: 3 clusters Score -389116.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -389166.218750 Penalty: 2928.229248
	Iteration 22Q: 3 clusters Score -389166.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -389199.687500 Penalty: 2928.229248
	Iteration 23Q: 3 clusters Score -389199.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -389222.093750 Penalty: 2928.229248
	Iteration 24Q: 3 clusters Score -389222.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -389238.718750 Penalty: 2928.229248
	Iteration 25Q: 3 clusters Score -389238.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -389254.812500 Penalty: 2928.229248
	Iteration 26Q: 3 clusters Score -389254.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -389278.468750 Penalty: 2928.229248
	Iteration 27Q: 3 clusters Score -389278.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -389297.375000 Penalty: 2928.229248
	Iteration 28Q: 3 clusters Score -389297.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -389307.218750 Penalty: 2928.229248
	Iteration 29Q: 3 clusters Score -389307.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -389315.187500 Penalty: 2928.229248
	Iteration 30Q: 3 clusters Score -389315.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -389322.343750 Penalty: 2928.229248
	Iteration 31Q: 3 clusters Score -389322.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -389325.656250 Penalty: 2928.229248
	Iteration 32Q: 3 clusters Score -389325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -389328.031250 Penalty: 2928.229248
	Iteration 33Q: 3 clusters Score -389328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -389329.062500 Penalty: 2928.229248
	Iteration 34Q: 3 clusters Score -389329.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -389331.468750 Penalty: 2928.229248
	Iteration 35Q: 3 clusters Score -389331.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -389332.312500 Penalty: 2928.229248
	Iteration 36Q: 3 clusters Score -389332.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -389334.718750 Penalty: 2928.229248
	Iteration 37Q: 3 clusters Score -389334.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -389337.843750 Penalty: 2928.229248
	Iteration 38Q: 3 clusters Score -389337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -389341.781250 Penalty: 2928.229248
	Iteration 39Q: 3 clusters Score -389341.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -389343.218750 Penalty: 2928.229248
	Iteration 40F: 3 clusters Score -389343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -389344.625000 Penalty: 2928.229248
	Iteration 41Q: 3 clusters Score -389344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -389345.781250 Penalty: 2928.229248
	Iteration 42Q: 3 clusters Score -389345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -389349.218750 Penalty: 2928.229248
	Iteration 43Q: 3 clusters Score -389349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -389353.875000 Penalty: 2928.229248
	Iteration 44Q: 3 clusters Score -389353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -389358.531250 Penalty: 2928.229248
	Iteration 45Q: 3 clusters Score -389358.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -389363.812500 Penalty: 2928.229248
	Iteration 46Q: 3 clusters Score -389363.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -389364.968750 Penalty: 2928.229248
	Iteration 47Q: 3 clusters Score -389365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -389365.906250 Penalty: 2928.229248
	Iteration 48Q: 3 clusters Score -389365.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -389365.281250 Penalty: 2928.229248
	Iteration 49Q: 3 clusters Score -389365.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -389365.531250 Penalty: 2928.229248
	Iteration 50Q: 3 clusters Score -389365.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -389367.593750 Penalty: 2928.229248
	Iteration 51Q: 3 clusters Score -389367.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -389367.593750 Penalty: 2928.229248
	Iteration 52F: 3 clusters Score -389367.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Entering Unmasked Estep 
Score: -665023.687500 Penalty: 1547.183350
	Iteration 0F: 2 clusters Score -665023.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -655635.875000 Penalty: 3094.366699
	Iteration 0F: 3 clusters Score -655635.9 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -658861.687500 Penalty: 3094.366699
	Iteration 1F: 3 clusters Score -658861.7 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -659206.062500 Penalty: 3094.366699
	Iteration 2F: 3 clusters Score -659206.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -659540.562500 Penalty: 3094.366699
	Iteration 3F: 3 clusters Score -659540.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -659892.562500 Penalty: 3094.366699
	Iteration 4F: 3 clusters Score -659892.6 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -660287.812500 Penalty: 3094.366699
	Iteration 5F: 3 clusters Score -660287.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -660744.625000 Penalty: 3094.366699
	Iteration 6F: 3 clusters Score -660744.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -661196.625000 Penalty: 3094.366699
	Iteration 7F: 3 clusters Score -661196.6 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -661577.437500 Penalty: 3094.366699
	Iteration 8Q: 3 clusters Score -661577.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -661819.062500 Penalty: 3094.366699
	Iteration 9Q: 3 clusters Score -661819.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -661999.750000 Penalty: 3094.366699
	Iteration 10Q: 3 clusters Score -661999.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -662133.125000 Penalty: 3094.366699
	Iteration 11Q: 3 clusters Score -662133.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -662262.687500 Penalty: 3094.366699
	Iteration 12Q: 3 clusters Score -662262.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -662369.125000 Penalty: 3094.366699
	Iteration 13Q: 3 clusters Score -662369.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -662476.750000 Penalty: 3094.366699
	Iteration 14Q: 3 clusters Score -662476.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -662577.812500 Penalty: 3094.366699
	Iteration 15Q: 3 clusters Score -662577.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -662657.062500 Penalty: 3094.366699
	Iteration 16Q: 3 clusters Score -662657.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -662748.750000 Penalty: 3094.366699
	Iteration 17Q: 3 clusters Score -662748.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -662856.875000 Penalty: 3094.366699
	Iteration 18Q: 3 clusters Score -662856.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -662968.000000 Penalty: 3094.366699
	Iteration 19Q: 3 clusters Score -662968 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -663072.500000 Penalty: 3094.366699
	Iteration 20F: 3 clusters Score -663072.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -663172.750000 Penalty: 3094.366699
	Iteration 21Q: 3 clusters Score -663172.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -663277.562500 Penalty: 3094.366699
	Iteration 22Q: 3 clusters Score -663277.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -663367.562500 Penalty: 3094.366699
	Iteration 23Q: 3 clusters Score -663367.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -663441.312500 Penalty: 3094.366699
	Iteration 24Q: 3 clusters Score -663441.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -663513.125000 Penalty: 3094.366699
	Iteration 25Q: 3 clusters Score -663513.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -663573.125000 Penalty: 3094.366699
	Iteration 26Q: 3 clusters Score -663573.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -663616.125000 Penalty: 3094.366699
	Iteration 27Q: 3 clusters Score -663616.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -663640.937500 Penalty: 3094.366699
	Iteration 28Q: 3 clusters Score -663640.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -663659.562500 Penalty: 3094.366699
	Iteration 29Q: 3 clusters Score -663659.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -663676.875000 Penalty: 3094.366699
	Iteration 30Q: 3 clusters Score -663676.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -663691.250000 Penalty: 3094.366699
	Iteration 31Q: 3 clusters Score -663691.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -663704.687500 Penalty: 3094.366699
	Iteration 32Q: 3 clusters Score -663704.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -663711.000000 Penalty: 3094.366699
	Iteration 33Q: 3 clusters Score -663711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -663715.375000 Penalty: 3094.366699
	Iteration 34Q: 3 clusters Score -663715.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -663720.000000 Penalty: 3094.366699
	Iteration 35Q: 3 clusters Score -663720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -663720.500000 Penalty: 3094.366699
	Iteration 36Q: 3 clusters Score -663720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -663722.625000 Penalty: 3094.366699
	Iteration 37Q: 3 clusters Score -663722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -663722.000000 Penalty: 3094.366699
	Iteration 38Q: 3 clusters Score -663722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -663722.125000 Penalty: 3094.366699
	Iteration 39Q: 3 clusters Score -663722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -663722.125000 Penalty: 3094.366699
	Iteration 40F: 3 clusters Score -663722.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Entering Unmasked Estep 
Score: -1376143.000000 Penalty: 1655.688843
	Iteration 0F: 2 clusters Score -1376143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1358103.125000 Penalty: 3311.377686
	Iteration 0F: 3 clusters Score -1358103 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1364721.875000 Penalty: 3311.377686
	Iteration 1F: 3 clusters Score -1364722 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1365164.000000 Penalty: 3311.377686
	Iteration 2Q: 3 clusters Score -1365164 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1365747.125000 Penalty: 3311.377686
	Iteration 3F: 3 clusters Score -1365747 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1366606.125000 Penalty: 3311.377686
	Iteration 4F: 3 clusters Score -1366606 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1367947.750000 Penalty: 3311.377686
	Iteration 5F: 3 clusters Score -1367948 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1369788.250000 Penalty: 3311.377686
	Iteration 6F: 3 clusters Score -1369788 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1371774.375000 Penalty: 3311.377686
	Iteration 7F: 3 clusters Score -1371774 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1373386.750000 Penalty: 3311.377686
	Iteration 8F: 3 clusters Score -1373387 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -1374247.125000 Penalty: 3311.377686
	Iteration 9Q: 3 clusters Score -1374247 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -1374628.750000 Penalty: 3311.377686
	Iteration 10Q: 3 clusters Score -1374629 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -1374795.500000 Penalty: 3311.377686
	Iteration 11Q: 3 clusters Score -1374796 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -1374903.375000 Penalty: 3311.377686
	Iteration 12Q: 3 clusters Score -1374903 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -1374967.875000 Penalty: 3311.377686
	Iteration 13Q: 3 clusters Score -1374968 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -1375022.375000 Penalty: 3311.377686
	Iteration 14Q: 3 clusters Score -1375022 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1375055.625000 Penalty: 3311.377686
	Iteration 15Q: 3 clusters Score -1375056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -1375082.375000 Penalty: 3311.377686
	Iteration 16Q: 3 clusters Score -1375082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -1375107.625000 Penalty: 3311.377686
	Iteration 17Q: 3 clusters Score -1375108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -1375123.000000 Penalty: 3311.377686
	Iteration 18Q: 3 clusters Score -1375123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -1375138.125000 Penalty: 3311.377686
	Iteration 19Q: 3 clusters Score -1375138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -1375144.125000 Penalty: 3311.377686
	Iteration 20F: 3 clusters Score -1375144 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -1375154.375000 Penalty: 3311.377686
	Iteration 21Q: 3 clusters Score -1375154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -1375163.500000 Penalty: 3311.377686
	Iteration 22Q: 3 clusters Score -1375164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -1375172.000000 Penalty: 3311.377686
	Iteration 23Q: 3 clusters Score -1375172 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -1375181.875000 Penalty: 3311.377686
	Iteration 24Q: 3 clusters Score -1375182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -1375182.125000 Penalty: 3311.377686
	Iteration 25Q: 3 clusters Score -1375182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -1375186.750000 Penalty: 3311.377686
	Iteration 26Q: 3 clusters Score -1375187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -1375185.625000 Penalty: 3311.377686
	Iteration 27Q: 3 clusters Score -1375186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -1375190.500000 Penalty: 3311.377686
	Iteration 28Q: 3 clusters Score -1375190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -1375195.750000 Penalty: 3311.377686
	Iteration 29Q: 3 clusters Score -1375196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -1375198.500000 Penalty: 3311.377686
	Iteration 30Q: 3 clusters Score -1375198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -1375198.625000 Penalty: 3311.377686
	Iteration 31Q: 3 clusters Score -1375199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -1375201.125000 Penalty: 3311.377686
	Iteration 32Q: 3 clusters Score -1375201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -1375202.250000 Penalty: 3311.377686
	Iteration 33Q: 3 clusters Score -1375202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -1375207.500000 Penalty: 3311.377686
	Iteration 34Q: 3 clusters Score -1375208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -1375207.750000 Penalty: 3311.377686
	Iteration 35Q: 3 clusters Score -1375208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -1375210.625000 Penalty: 3311.377686
	Iteration 36Q: 3 clusters Score -1375211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -1375205.375000 Penalty: 3311.377686
	Iteration 37Q: 3 clusters Score -1375205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -1375215.125000 Penalty: 3311.377686
	Iteration 38Q: 3 clusters Score -1375215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -1375220.000000 Penalty: 3311.377686
	Iteration 39Q: 3 clusters Score -1375220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -1375220.250000 Penalty: 3311.377686
	Iteration 40F: 3 clusters Score -1375220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -1375223.500000 Penalty: 3311.377686
	Iteration 41Q: 3 clusters Score -1375224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -1375224.125000 Penalty: 3311.377686
	Iteration 42Q: 3 clusters Score -1375224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -1375226.250000 Penalty: 3311.377686
	Iteration 43Q: 3 clusters Score -1375226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -1375230.375000 Penalty: 3311.377686
	Iteration 44Q: 3 clusters Score -1375230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -1375232.125000 Penalty: 3311.377686
	Iteration 45Q: 3 clusters Score -1375232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -1375235.500000 Penalty: 3311.377686
	Iteration 46Q: 3 clusters Score -1375236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -1375243.000000 Penalty: 3311.377686
	Iteration 47Q: 3 clusters Score -1375243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -1375240.875000 Penalty: 3311.377686
	Iteration 48Q: 3 clusters Score -1375241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -1375245.375000 Penalty: 3311.377686
	Iteration 49Q: 3 clusters Score -1375245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -1375244.625000 Penalty: 3311.377686
	Iteration 50Q: 3 clusters Score -1375245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -1375249.125000 Penalty: 3311.377686
	Iteration 51Q: 3 clusters Score -1375249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -1375248.625000 Penalty: 3311.377686
	Iteration 52Q: 3 clusters Score -1375249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -1375250.125000 Penalty: 3311.377686
	Iteration 53Q: 3 clusters Score -1375250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -1375248.750000 Penalty: 3311.377686
	Iteration 54Q: 3 clusters Score -1375249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -1375249.000000 Penalty: 3311.377686
	Iteration 55Q: 3 clusters Score -1375249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -1375249.500000 Penalty: 3311.377686
	Iteration 56Q: 3 clusters Score -1375250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -1375249.875000 Penalty: 3311.377686
	Iteration 57Q: 3 clusters Score -1375250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -1375249.500000 Penalty: 3311.377686
	Iteration 58Q: 3 clusters Score -1375250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -1375248.750000 Penalty: 3311.377686
	Iteration 59Q: 3 clusters Score -1375249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -1375248.750000 Penalty: 3311.377686
	Iteration 60F: 3 clusters Score -1375249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -78926.273438 Penalty: 1206.910889
	Iteration 0F: 2 clusters Score -78926.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -77032.406250 Penalty: 2413.821777
	Iteration 0F: 3 clusters Score -77032.41 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -77620.734375 Penalty: 2413.821777
	Iteration 1F: 3 clusters Score -77620.73 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -77844.234375 Penalty: 2413.821777
	Iteration 2F: 3 clusters Score -77844.23 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -78006.054688 Penalty: 2413.821777
	Iteration 3F: 3 clusters Score -78006.05 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -78181.257812 Penalty: 2413.821777
	Iteration 4F: 3 clusters Score -78181.26 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -78333.695312 Penalty: 2413.821777
	Iteration 5F: 3 clusters Score -78333.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -78507.726562 Penalty: 2413.821777
	Iteration 6F: 3 clusters Score -78507.73 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -78675.375000 Penalty: 2413.821777
	Iteration 7F: 3 clusters Score -78675.38 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -78757.414062 Penalty: 2413.821777
	Iteration 8Q: 3 clusters Score -78757.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -78800.226562 Penalty: 2413.821777
	Iteration 9Q: 3 clusters Score -78800.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -78822.289062 Penalty: 2413.821777
	Iteration 10Q: 3 clusters Score -78822.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -78834.914062 Penalty: 2413.821777
	Iteration 11Q: 3 clusters Score -78834.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -78845.679688 Penalty: 2413.821777
	Iteration 12Q: 3 clusters Score -78845.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -78856.539062 Penalty: 2413.821777
	Iteration 13Q: 3 clusters Score -78856.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -78860.578125 Penalty: 2413.821777
	Iteration 14Q: 3 clusters Score -78860.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -78863.507812 Penalty: 2413.821777
	Iteration 15Q: 3 clusters Score -78863.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -78864.632812 Penalty: 2413.821777
	Iteration 16Q: 3 clusters Score -78864.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -78865.554688 Penalty: 2413.821777
	Iteration 17Q: 3 clusters Score -78865.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -78865.554688 Penalty: 2413.821777
	Iteration 18F: 3 clusters Score -78865.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Entering Unmasked Estep 
Score: -574781.125000 Penalty: 1531.452393
	Iteration 0F: 2 clusters Score -574781.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -566117.375000 Penalty: 3062.904785
	Iteration 0F: 3 clusters Score -566117.4 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -569070.625000 Penalty: 3062.904785
	Iteration 1F: 3 clusters Score -569070.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -569404.437500 Penalty: 3062.904785
	Iteration 2F: 3 clusters Score -569404.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -569705.812500 Penalty: 3062.904785
	Iteration 3F: 3 clusters Score -569705.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -569987.312500 Penalty: 3062.904785
	Iteration 4Q: 3 clusters Score -569987.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -570250.375000 Penalty: 3062.904785
	Iteration 5Q: 3 clusters Score -570250.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -570507.000000 Penalty: 3062.904785
	Iteration 6Q: 3 clusters Score -570507 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -570724.500000 Penalty: 3062.904785
	Iteration 7Q: 3 clusters Score -570724.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -570934.750000 Penalty: 3062.904785
	Iteration 8Q: 3 clusters Score -570934.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -571113.187500 Penalty: 3062.904785
	Iteration 9Q: 3 clusters Score -571113.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -571259.875000 Penalty: 3062.904785
	Iteration 10Q: 3 clusters Score -571259.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -571391.687500 Penalty: 3062.904785
	Iteration 11Q: 3 clusters Score -571391.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -571503.625000 Penalty: 3062.904785
	Iteration 12Q: 3 clusters Score -571503.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -571634.375000 Penalty: 3062.904785
	Iteration 13Q: 3 clusters Score -571634.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -571760.562500 Penalty: 3062.904785
	Iteration 14Q: 3 clusters Score -571760.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -571904.875000 Penalty: 3062.904785
	Iteration 15Q: 3 clusters Score -571904.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -572059.250000 Penalty: 3062.904785
	Iteration 16Q: 3 clusters Score -572059.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -572209.062500 Penalty: 3062.904785
	Iteration 17Q: 3 clusters Score -572209.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -572349.750000 Penalty: 3062.904785
	Iteration 18Q: 3 clusters Score -572349.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -572482.187500 Penalty: 3062.904785
	Iteration 19Q: 3 clusters Score -572482.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -572619.562500 Penalty: 3062.904785
	Iteration 20F: 3 clusters Score -572619.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -572766.500000 Penalty: 3062.904785
	Iteration 21Q: 3 clusters Score -572766.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -572885.312500 Penalty: 3062.904785
	Iteration 22Q: 3 clusters Score -572885.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -572999.125000 Penalty: 3062.904785
	Iteration 23Q: 3 clusters Score -572999.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -573109.937500 Penalty: 3062.904785
	Iteration 24Q: 3 clusters Score -573109.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -573203.750000 Penalty: 3062.904785
	Iteration 25Q: 3 clusters Score -573203.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -573282.062500 Penalty: 3062.904785
	Iteration 26Q: 3 clusters Score -573282.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -573346.750000 Penalty: 3062.904785
	Iteration 27Q: 3 clusters Score -573346.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -573415.125000 Penalty: 3062.904785
	Iteration 28Q: 3 clusters Score -573415.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -573471.562500 Penalty: 3062.904785
	Iteration 29Q: 3 clusters Score -573471.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -573514.312500 Penalty: 3062.904785
	Iteration 30Q: 3 clusters Score -573514.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -573547.437500 Penalty: 3062.904785
	Iteration 31Q: 3 clusters Score -573547.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -573566.125000 Penalty: 3062.904785
	Iteration 32Q: 3 clusters Score -573566.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -573581.687500 Penalty: 3062.904785
	Iteration 33Q: 3 clusters Score -573581.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -573597.625000 Penalty: 3062.904785
	Iteration 34Q: 3 clusters Score -573597.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -573609.625000 Penalty: 3062.904785
	Iteration 35Q: 3 clusters Score -573609.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -573619.687500 Penalty: 3062.904785
	Iteration 36Q: 3 clusters Score -573619.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -573629.750000 Penalty: 3062.904785
	Iteration 37Q: 3 clusters Score -573629.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -573639.437500 Penalty: 3062.904785
	Iteration 38Q: 3 clusters Score -573639.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -573650.250000 Penalty: 3062.904785
	Iteration 39Q: 3 clusters Score -573650.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -573654.187500 Penalty: 3062.904785
	Iteration 40F: 3 clusters Score -573654.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -573657.500000 Penalty: 3062.904785
	Iteration 41Q: 3 clusters Score -573657.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -573662.000000 Penalty: 3062.904785
	Iteration 42Q: 3 clusters Score -573662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -573665.937500 Penalty: 3062.904785
	Iteration 43Q: 3 clusters Score -573665.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -573672.562500 Penalty: 3062.904785
	Iteration 44Q: 3 clusters Score -573672.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -573678.875000 Penalty: 3062.904785
	Iteration 45Q: 3 clusters Score -573678.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -573687.250000 Penalty: 3062.904785
	Iteration 46Q: 3 clusters Score -573687.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -573695.437500 Penalty: 3062.904785
	Iteration 47Q: 3 clusters Score -573695.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -573703.437500 Penalty: 3062.904785
	Iteration 48Q: 3 clusters Score -573703.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -573707.500000 Penalty: 3062.904785
	Iteration 49Q: 3 clusters Score -573707.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -573711.812500 Penalty: 3062.904785
	Iteration 50Q: 3 clusters Score -573711.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -573715.937500 Penalty: 3062.904785
	Iteration 51Q: 3 clusters Score -573715.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -573720.687500 Penalty: 3062.904785
	Iteration 52Q: 3 clusters Score -573720.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -573725.125000 Penalty: 3062.904785
	Iteration 53Q: 3 clusters Score -573725.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -573734.250000 Penalty: 3062.904785
	Iteration 54Q: 3 clusters Score -573734.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -573740.062500 Penalty: 3062.904785
	Iteration 55Q: 3 clusters Score -573740.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -573750.000000 Penalty: 3062.904785
	Iteration 56Q: 3 clusters Score -573750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -573758.937500 Penalty: 3062.904785
	Iteration 57Q: 3 clusters Score -573758.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -573768.812500 Penalty: 3062.904785
	Iteration 58Q: 3 clusters Score -573768.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -573780.375000 Penalty: 3062.904785
	Iteration 59Q: 3 clusters Score -573780.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -573787.687500 Penalty: 3062.904785
	Iteration 60F: 3 clusters Score -573787.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -573793.062500 Penalty: 3062.904785
	Iteration 61Q: 3 clusters Score -573793.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -573798.812500 Penalty: 3062.904785
	Iteration 62Q: 3 clusters Score -573798.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -573804.125000 Penalty: 3062.904785
	Iteration 63Q: 3 clusters Score -573804.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -573810.875000 Penalty: 3062.904785
	Iteration 64Q: 3 clusters Score -573810.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -573816.062500 Penalty: 3062.904785
	Iteration 65Q: 3 clusters Score -573816.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -573827.375000 Penalty: 3062.904785
	Iteration 66Q: 3 clusters Score -573827.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -573834.500000 Penalty: 3062.904785
	Iteration 67Q: 3 clusters Score -573834.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -573844.812500 Penalty: 3062.904785
	Iteration 68Q: 3 clusters Score -573844.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -573853.687500 Penalty: 3062.904785
	Iteration 69Q: 3 clusters Score -573853.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -573862.375000 Penalty: 3062.904785
	Iteration 70Q: 3 clusters Score -573862.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -573872.750000 Penalty: 3062.904785
	Iteration 71Q: 3 clusters Score -573872.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -573883.500000 Penalty: 3062.904785
	Iteration 72Q: 3 clusters Score -573883.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -573893.375000 Penalty: 3062.904785
	Iteration 73Q: 3 clusters Score -573893.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -573902.000000 Penalty: 3062.904785
	Iteration 74Q: 3 clusters Score -573902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -573916.187500 Penalty: 3062.904785
	Iteration 75Q: 3 clusters Score -573916.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -573924.000000 Penalty: 3062.904785
	Iteration 76Q: 3 clusters Score -573924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -573929.812500 Penalty: 3062.904785
	Iteration 77Q: 3 clusters Score -573929.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -573931.562500 Penalty: 3062.904785
	Iteration 78Q: 3 clusters Score -573931.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -573932.312500 Penalty: 3062.904785
	Iteration 79Q: 3 clusters Score -573932.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -573935.000000 Penalty: 3062.904785
	Iteration 80F: 3 clusters Score -573935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -573939.875000 Penalty: 3062.904785
	Iteration 81Q: 3 clusters Score -573939.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -573943.812500 Penalty: 3062.904785
	Iteration 82Q: 3 clusters Score -573943.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -573944.000000 Penalty: 3062.904785
	Iteration 83Q: 3 clusters Score -573944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -573946.250000 Penalty: 3062.904785
	Iteration 84Q: 3 clusters Score -573946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -573943.875000 Penalty: 3062.904785
	Iteration 85Q: 3 clusters Score -573943.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -573947.000000 Penalty: 3062.904785
	Iteration 86Q: 3 clusters Score -573947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -573950.000000 Penalty: 3062.904785
	Iteration 87Q: 3 clusters Score -573950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -573953.312500 Penalty: 3062.904785
	Iteration 88Q: 3 clusters Score -573953.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -573954.687500 Penalty: 3062.904785
	Iteration 89Q: 3 clusters Score -573954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -573955.312500 Penalty: 3062.904785
	Iteration 90Q: 3 clusters Score -573955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -573956.187500 Penalty: 3062.904785
	Iteration 91Q: 3 clusters Score -573956.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -573957.062500 Penalty: 3062.904785
	Iteration 92Q: 3 clusters Score -573957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -573958.437500 Penalty: 3062.904785
	Iteration 93Q: 3 clusters Score -573958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -573959.000000 Penalty: 3062.904785
	Iteration 94Q: 3 clusters Score -573959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -573960.500000 Penalty: 3062.904785
	Iteration 95Q: 3 clusters Score -573960.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -573961.000000 Penalty: 3062.904785
	Iteration 96Q: 3 clusters Score -573961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -573961.812500 Penalty: 3062.904785
	Iteration 97Q: 3 clusters Score -573961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -573963.125000 Penalty: 3062.904785
	Iteration 98Q: 3 clusters Score -573963.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -573965.500000 Penalty: 3062.904785
	Iteration 99Q: 3 clusters Score -573965.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -573969.812500 Penalty: 3062.904785
	Iteration 100F: 3 clusters Score -573969.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -573973.437500 Penalty: 3062.904785
	Iteration 101Q: 3 clusters Score -573973.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -573979.687500 Penalty: 3062.904785
	Iteration 102Q: 3 clusters Score -573979.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -573984.125000 Penalty: 3062.904785
	Iteration 103Q: 3 clusters Score -573984.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -573989.500000 Penalty: 3062.904785
	Iteration 104Q: 3 clusters Score -573989.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -574000.687500 Penalty: 3062.904785
	Iteration 105Q: 3 clusters Score -574000.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -574007.312500 Penalty: 3062.904785
	Iteration 106Q: 3 clusters Score -574007.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -574015.750000 Penalty: 3062.904785
	Iteration 107Q: 3 clusters Score -574015.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -574016.875000 Penalty: 3062.904785
	Iteration 108Q: 3 clusters Score -574016.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -574021.312500 Penalty: 3062.904785
	Iteration 109Q: 3 clusters Score -574021.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -574025.750000 Penalty: 3062.904785
	Iteration 110Q: 3 clusters Score -574025.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -574026.500000 Penalty: 3062.904785
	Iteration 111Q: 3 clusters Score -574026.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -574028.937500 Penalty: 3062.904785
	Iteration 112Q: 3 clusters Score -574028.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -574034.125000 Penalty: 3062.904785
	Iteration 113Q: 3 clusters Score -574034.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -574041.750000 Penalty: 3062.904785
	Iteration 114Q: 3 clusters Score -574041.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -574045.187500 Penalty: 3062.904785
	Iteration 115Q: 3 clusters Score -574045.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -574052.250000 Penalty: 3062.904785
	Iteration 116Q: 3 clusters Score -574052.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -574058.750000 Penalty: 3062.904785
	Iteration 117Q: 3 clusters Score -574058.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -574062.875000 Penalty: 3062.904785
	Iteration 118Q: 3 clusters Score -574062.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -574068.375000 Penalty: 3062.904785
	Iteration 119Q: 3 clusters Score -574068.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -574074.187500 Penalty: 3062.904785
	Iteration 120F: 3 clusters Score -574074.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -574077.937500 Penalty: 3062.904785
	Iteration 121Q: 3 clusters Score -574077.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -574079.250000 Penalty: 3062.904785
	Iteration 122Q: 3 clusters Score -574079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -574080.000000 Penalty: 3062.904785
	Iteration 123Q: 3 clusters Score -574080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -574081.500000 Penalty: 3062.904785
	Iteration 124Q: 3 clusters Score -574081.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -574083.375000 Penalty: 3062.904785
	Iteration 125Q: 3 clusters Score -574083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -574085.375000 Penalty: 3062.904785
	Iteration 126Q: 3 clusters Score -574085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -574088.437500 Penalty: 3062.904785
	Iteration 127Q: 3 clusters Score -574088.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -574089.125000 Penalty: 3062.904785
	Iteration 128Q: 3 clusters Score -574089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -574091.875000 Penalty: 3062.904785
	Iteration 129Q: 3 clusters Score -574091.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -574092.500000 Penalty: 3062.904785
	Iteration 130Q: 3 clusters Score -574092.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -574092.562500 Penalty: 3062.904785
	Iteration 131Q: 3 clusters Score -574092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -574093.250000 Penalty: 3062.904785
	Iteration 132Q: 3 clusters Score -574093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -574093.187500 Penalty: 3062.904785
	Iteration 133Q: 3 clusters Score -574093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -574093.500000 Penalty: 3062.904785
	Iteration 134Q: 3 clusters Score -574093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -574094.437500 Penalty: 3062.904785
	Iteration 135Q: 3 clusters Score -574094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -574094.750000 Penalty: 3062.904785
	Iteration 136Q: 3 clusters Score -574094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -574095.937500 Penalty: 3062.904785
	Iteration 137Q: 3 clusters Score -574095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -574094.875000 Penalty: 3062.904785
	Iteration 138Q: 3 clusters Score -574094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -574094.875000 Penalty: 3062.904785
	Iteration 139F: 3 clusters Score -574094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Entering Unmasked Estep 
Score: -73874.085938 Penalty: 1214.926758
	Iteration 0F: 2 clusters Score -73874.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -71929.148438 Penalty: 2429.853516
	Iteration 0F: 3 clusters Score -71929.15 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -72323.375000 Penalty: 2429.853516
	Iteration 1F: 3 clusters Score -72323.38 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -72445.937500 Penalty: 2429.853516
	Iteration 2F: 3 clusters Score -72445.94 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -72525.718750 Penalty: 2429.853516
	Iteration 3F: 3 clusters Score -72525.72 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -72598.578125 Penalty: 2429.853516
	Iteration 4Q: 3 clusters Score -72598.58 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -72672.226562 Penalty: 2429.853516
	Iteration 5Q: 3 clusters Score -72672.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -72725.742188 Penalty: 2429.853516
	Iteration 6Q: 3 clusters Score -72725.74 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -72777.875000 Penalty: 2429.853516
	Iteration 7Q: 3 clusters Score -72777.88 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -72834.789062 Penalty: 2429.853516
	Iteration 8Q: 3 clusters Score -72834.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -72895.023438 Penalty: 2429.853516
	Iteration 9Q: 3 clusters Score -72895.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -72955.351562 Penalty: 2429.853516
	Iteration 10Q: 3 clusters Score -72955.35 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -72999.140625 Penalty: 2429.853516
	Iteration 11Q: 3 clusters Score -72999.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -73043.656250 Penalty: 2429.853516
	Iteration 12Q: 3 clusters Score -73043.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -73081.367188 Penalty: 2429.853516
	Iteration 13Q: 3 clusters Score -73081.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -73108.375000 Penalty: 2429.853516
	Iteration 14Q: 3 clusters Score -73108.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -73123.375000 Penalty: 2429.853516
	Iteration 15Q: 3 clusters Score -73123.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -73140.468750 Penalty: 2429.853516
	Iteration 16Q: 3 clusters Score -73140.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -73143.750000 Penalty: 2429.853516
	Iteration 17Q: 3 clusters Score -73143.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -73145.140625 Penalty: 2429.853516
	Iteration 18Q: 3 clusters Score -73145.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -73145.640625 Penalty: 2429.853516
	Iteration 19Q: 3 clusters Score -73145.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -73146.585938 Penalty: 2429.853516
	Iteration 20F: 3 clusters Score -73146.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -73151.921875 Penalty: 2429.853516
	Iteration 21Q: 3 clusters Score -73151.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -73156.679688 Penalty: 2429.853516
	Iteration 22Q: 3 clusters Score -73156.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -73157.031250 Penalty: 2429.853516
	Iteration 23Q: 3 clusters Score -73157.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -73157.375000 Penalty: 2429.853516
	Iteration 24Q: 3 clusters Score -73157.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -73157.375000 Penalty: 2429.853516
	Iteration 25F: 3 clusters Score -73157.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (98718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Entering Unmasked Estep 
Score: -4876816.000000 Penalty: 1868.753662
	Iteration 0F: 2 clusters Score -4876816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -4810651.500000 Penalty: 3737.507324
	Iteration 0F: 3 clusters Score -4810652 nChanged 47157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -4838129.000000 Penalty: 3737.507324
	Iteration 1F: 3 clusters Score -4838129 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -4838878.000000 Penalty: 3737.507324
	Iteration 2Q: 3 clusters Score -4838878 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -4839906.000000 Penalty: 3737.507324
	Iteration 3Q: 3 clusters Score -4839906 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -4841113.000000 Penalty: 3737.507324
	Iteration 4Q: 3 clusters Score -4841113 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -4842812.000000 Penalty: 3737.507324
	Iteration 5Q: 3 clusters Score -4842812 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -4845090.000000 Penalty: 3737.507324
	Iteration 6Q: 3 clusters Score -4845090 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -4848071.500000 Penalty: 3737.507324
	Iteration 7F: 3 clusters Score -4848072 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -4851629.000000 Penalty: 3737.507324
	Iteration 8F: 3 clusters Score -4851629 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -4855485.500000 Penalty: 3737.507324
	Iteration 9F: 3 clusters Score -4855486 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -4859136.000000 Penalty: 3737.507324
	Iteration 10F: 3 clusters Score -4859136 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 59467 members 
Entering Unmasked Estep 
Score: -4861807.000000 Penalty: 3737.507324
	Iteration 11Q: 3 clusters Score -4861807 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 60258 members 
Entering Unmasked Estep 
Score: -4863280.000000 Penalty: 3737.507324
	Iteration 12Q: 3 clusters Score -4863280 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -4863913.500000 Penalty: 3737.507324
	Iteration 13Q: 3 clusters Score -4863914 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -4864270.000000 Penalty: 3737.507324
	Iteration 14Q: 3 clusters Score -4864270 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 62780 members 
Entering Unmasked Estep 
Score: -4864507.500000 Penalty: 3737.507324
	Iteration 15Q: 3 clusters Score -4864508 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -4864725.500000 Penalty: 3737.507324
	Iteration 16Q: 3 clusters Score -4864726 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 64448 members 
Entering Unmasked Estep 
Score: -4864891.500000 Penalty: 3737.507324
	Iteration 17Q: 3 clusters Score -4864892 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 65289 members 
Entering Unmasked Estep 
Score: -4864992.500000 Penalty: 3737.507324
	Iteration 18Q: 3 clusters Score -4864992 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -4865128.000000 Penalty: 3737.507324
	Iteration 19Q: 3 clusters Score -4865128 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -4865292.500000 Penalty: 3737.507324
	Iteration 20F: 3 clusters Score -4865292 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -4865486.000000 Penalty: 3737.507324
	Iteration 21Q: 3 clusters Score -4865486 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 68876 members 
Entering Unmasked Estep 
Score: -4865646.500000 Penalty: 3737.507324
	Iteration 22Q: 3 clusters Score -4865646 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -4865837.500000 Penalty: 3737.507324
	Iteration 23Q: 3 clusters Score -4865838 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -4866065.500000 Penalty: 3737.507324
	Iteration 24Q: 3 clusters Score -4866066 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -4866281.500000 Penalty: 3737.507324
	Iteration 25Q: 3 clusters Score -4866282 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -4866586.500000 Penalty: 3737.507324
	Iteration 26Q: 3 clusters Score -4866586 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 74377 members 
Entering Unmasked Estep 
Score: -4866948.500000 Penalty: 3737.507324
	Iteration 27Q: 3 clusters Score -4866948 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 75689 members 
Entering Unmasked Estep 
Score: -4867342.000000 Penalty: 3737.507324
	Iteration 28Q: 3 clusters Score -4867342 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -4867759.000000 Penalty: 3737.507324
	Iteration 29Q: 3 clusters Score -4867759 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 78444 members 
Entering Unmasked Estep 
Score: -4868208.000000 Penalty: 3737.507324
	Iteration 30Q: 3 clusters Score -4868208 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -4868725.500000 Penalty: 3737.507324
	Iteration 31Q: 3 clusters Score -4868726 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
Score: -4869234.000000 Penalty: 3737.507324
	Iteration 32Q: 3 clusters Score -4869234 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -4869778.000000 Penalty: 3737.507324
	Iteration 33Q: 3 clusters Score -4869778 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -4870294.500000 Penalty: 3737.507324
	Iteration 34Q: 3 clusters Score -4870294 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 85281 members 
Entering Unmasked Estep 
Score: -4870842.000000 Penalty: 3737.507324
	Iteration 35Q: 3 clusters Score -4870842 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -4871421.000000 Penalty: 3737.507324
	Iteration 36Q: 3 clusters Score -4871421 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 87825 members 
Entering Unmasked Estep 
Score: -4872027.000000 Penalty: 3737.507324
	Iteration 37Q: 3 clusters Score -4872027 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -4872600.500000 Penalty: 3737.507324
	Iteration 38Q: 3 clusters Score -4872600 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -4873170.000000 Penalty: 3737.507324
	Iteration 39Q: 3 clusters Score -4873170 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -4873693.000000 Penalty: 3737.507324
	Iteration 40F: 3 clusters Score -4873693 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -4874142.000000 Penalty: 3737.507324
	Iteration 41Q: 3 clusters Score -4874142 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 92721 members 
Entering Unmasked Estep 
Score: -4874544.500000 Penalty: 3737.507324
	Iteration 42Q: 3 clusters Score -4874544 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -4874939.500000 Penalty: 3737.507324
	Iteration 43Q: 3 clusters Score -4874940 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 93972 members 
Entering Unmasked Estep 
Score: -4875263.500000 Penalty: 3737.507324
	Iteration 44Q: 3 clusters Score -4875264 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -4875508.500000 Penalty: 3737.507324
	Iteration 45Q: 3 clusters Score -4875508 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 94862 members 
Entering Unmasked Estep 
Score: -4875741.000000 Penalty: 3737.507324
	Iteration 46Q: 3 clusters Score -4875741 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -4875922.000000 Penalty: 3737.507324
	Iteration 47Q: 3 clusters Score -4875922 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -4876104.000000 Penalty: 3737.507324
	Iteration 48Q: 3 clusters Score -4876104 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -4876296.000000 Penalty: 3737.507324
	Iteration 49Q: 3 clusters Score -4876296 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -4876420.000000 Penalty: 3737.507324
	Iteration 50Q: 3 clusters Score -4876420 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -4876510.500000 Penalty: 3737.507324
	Iteration 51Q: 3 clusters Score -4876510 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 96080 members 
Entering Unmasked Estep 
Score: -4876583.500000 Penalty: 3737.507324
	Iteration 52Q: 3 clusters Score -4876584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 96148 members 
Entering Unmasked Estep 
Score: -4876658.000000 Penalty: 3737.507324
	Iteration 53Q: 3 clusters Score -4876658 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 96187 members 
Entering Unmasked Estep 
Score: -4876679.500000 Penalty: 3737.507324
	Iteration 54Q: 3 clusters Score -4876680 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 96221 members 
Entering Unmasked Estep 
Score: -4876723.000000 Penalty: 3737.507324
	Iteration 55Q: 3 clusters Score -4876723 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 96249 members 
Entering Unmasked Estep 
Score: -4876750.000000 Penalty: 3737.507324
	Iteration 56Q: 3 clusters Score -4876750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -4876754.000000 Penalty: 3737.507324
	Iteration 57Q: 3 clusters Score -4876754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 96284 members 
Entering Unmasked Estep 
Score: -4876765.000000 Penalty: 3737.507324
	Iteration 58Q: 3 clusters Score -4876765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 96297 members 
Entering Unmasked Estep 
Score: -4876780.500000 Penalty: 3737.507324
	Iteration 59Q: 3 clusters Score -4876780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -4876787.500000 Penalty: 3737.507324
	Iteration 60F: 3 clusters Score -4876788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 96319 members 
Entering Unmasked Estep 
Score: -4876795.000000 Penalty: 3737.507324
	Iteration 61Q: 3 clusters Score -4876795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 96322 members 
Entering Unmasked Estep 
Score: -4876783.000000 Penalty: 3737.507324
	Iteration 62Q: 3 clusters Score -4876783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 96329 members 
Entering Unmasked Estep 
Score: -4876784.000000 Penalty: 3737.507324
	Iteration 63Q: 3 clusters Score -4876784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -4876787.500000 Penalty: 3737.507324
	Iteration 64Q: 3 clusters Score -4876788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 96334 members 
Entering Unmasked Estep 
Score: -4876790.000000 Penalty: 3737.507324
	Iteration 65Q: 3 clusters Score -4876790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 96337 members 
Entering Unmasked Estep 
Score: -4876787.000000 Penalty: 3737.507324
	Iteration 66Q: 3 clusters Score -4876787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 96336 members 
Entering Unmasked Estep 
Score: -4876790.000000 Penalty: 3737.507324
	Iteration 67Q: 3 clusters Score -4876790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 96341 members 
Entering Unmasked Estep 
Score: -4876792.500000 Penalty: 3737.507324
	Iteration 68Q: 3 clusters Score -4876792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 96346 members 
Entering Unmasked Estep 
Score: -4876794.500000 Penalty: 3737.507324
	Iteration 69Q: 3 clusters Score -4876794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -4876796.500000 Penalty: 3737.507324
	Iteration 70Q: 3 clusters Score -4876796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 96346 members 
Entering Unmasked Estep 
Score: -4876794.500000 Penalty: 3737.507324
	Iteration 71Q: 3 clusters Score -4876794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 96348 members 
Entering Unmasked Estep 
Score: -4876792.000000 Penalty: 3737.507324
	Iteration 72Q: 3 clusters Score -4876792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -4876793.500000 Penalty: 3737.507324
	Iteration 73Q: 3 clusters Score -4876794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 96349 members 
Entering Unmasked Estep 
Score: -4876793.500000 Penalty: 3737.507324
	Iteration 74F: 3 clusters Score -4876794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Entering Unmasked Estep 
Score: -661172.937500 Penalty: 1546.813843
	Iteration 0F: 2 clusters Score -661172.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -651761.625000 Penalty: 3093.627686
	Iteration 0F: 3 clusters Score -651761.6 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -654899.375000 Penalty: 3093.627686
	Iteration 1F: 3 clusters Score -654899.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -655160.625000 Penalty: 3093.627686
	Iteration 2F: 3 clusters Score -655160.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -655382.500000 Penalty: 3093.627686
	Iteration 3Q: 3 clusters Score -655382.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -655621.500000 Penalty: 3093.627686
	Iteration 4Q: 3 clusters Score -655621.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -655937.625000 Penalty: 3093.627686
	Iteration 5Q: 3 clusters Score -655937.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -656407.875000 Penalty: 3093.627686
	Iteration 6F: 3 clusters Score -656407.9 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -657027.250000 Penalty: 3093.627686
	Iteration 7F: 3 clusters Score -657027.2 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -657712.187500 Penalty: 3093.627686
	Iteration 8F: 3 clusters Score -657712.2 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -658374.750000 Penalty: 3093.627686
	Iteration 9F: 3 clusters Score -658374.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -658968.937500 Penalty: 3093.627686
	Iteration 10Q: 3 clusters Score -658968.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -659350.312500 Penalty: 3093.627686
	Iteration 11Q: 3 clusters Score -659350.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -659551.625000 Penalty: 3093.627686
	Iteration 12Q: 3 clusters Score -659551.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -659683.375000 Penalty: 3093.627686
	Iteration 13Q: 3 clusters Score -659683.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -659810.125000 Penalty: 3093.627686
	Iteration 14Q: 3 clusters Score -659810.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -659910.562500 Penalty: 3093.627686
	Iteration 15Q: 3 clusters Score -659910.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -659997.875000 Penalty: 3093.627686
	Iteration 16Q: 3 clusters Score -659997.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -660053.000000 Penalty: 3093.627686
	Iteration 17Q: 3 clusters Score -660053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -660090.375000 Penalty: 3093.627686
	Iteration 18Q: 3 clusters Score -660090.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -660125.250000 Penalty: 3093.627686
	Iteration 19Q: 3 clusters Score -660125.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -660154.375000 Penalty: 3093.627686
	Iteration 20F: 3 clusters Score -660154.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -660167.500000 Penalty: 3093.627686
	Iteration 21Q: 3 clusters Score -660167.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -660174.250000 Penalty: 3093.627686
	Iteration 22Q: 3 clusters Score -660174.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -660183.562500 Penalty: 3093.627686
	Iteration 23Q: 3 clusters Score -660183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -660191.000000 Penalty: 3093.627686
	Iteration 24Q: 3 clusters Score -660191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -660192.187500 Penalty: 3093.627686
	Iteration 25Q: 3 clusters Score -660192.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -660194.312500 Penalty: 3093.627686
	Iteration 26Q: 3 clusters Score -660194.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -660195.375000 Penalty: 3093.627686
	Iteration 27Q: 3 clusters Score -660195.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -660195.562500 Penalty: 3093.627686
	Iteration 28Q: 3 clusters Score -660195.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -660195.562500 Penalty: 3093.627686
	Iteration 29F: 3 clusters Score -660195.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Entering Unmasked Estep 
Score: -916747.687500 Penalty: 1599.624512
	Iteration 0F: 2 clusters Score -916747.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -903826.500000 Penalty: 3199.249023
	Iteration 0F: 3 clusters Score -903826.5 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -908590.312500 Penalty: 3199.249023
	Iteration 1F: 3 clusters Score -908590.3 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -908928.312500 Penalty: 3199.249023
	Iteration 2Q: 3 clusters Score -908928.3 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -909239.000000 Penalty: 3199.249023
	Iteration 3Q: 3 clusters Score -909239 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -909564.812500 Penalty: 3199.249023
	Iteration 4Q: 3 clusters Score -909564.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -909922.812500 Penalty: 3199.249023
	Iteration 5Q: 3 clusters Score -909922.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -910315.562500 Penalty: 3199.249023
	Iteration 6Q: 3 clusters Score -910315.6 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -910788.375000 Penalty: 3199.249023
	Iteration 7Q: 3 clusters Score -910788.4 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -911343.687500 Penalty: 3199.249023
	Iteration 8Q: 3 clusters Score -911343.7 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -911985.687500 Penalty: 3199.249023
	Iteration 9F: 3 clusters Score -911985.7 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -912531.562500 Penalty: 3199.249023
	Iteration 10Q: 3 clusters Score -912531.6 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -912882.000000 Penalty: 3199.249023
	Iteration 11Q: 3 clusters Score -912882 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -913078.312500 Penalty: 3199.249023
	Iteration 12Q: 3 clusters Score -913078.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -913193.500000 Penalty: 3199.249023
	Iteration 13Q: 3 clusters Score -913193.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -913283.625000 Penalty: 3199.249023
	Iteration 14Q: 3 clusters Score -913283.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -913353.875000 Penalty: 3199.249023
	Iteration 15Q: 3 clusters Score -913353.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -913412.187500 Penalty: 3199.249023
	Iteration 16Q: 3 clusters Score -913412.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -913473.062500 Penalty: 3199.249023
	Iteration 17Q: 3 clusters Score -913473.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -913528.312500 Penalty: 3199.249023
	Iteration 18Q: 3 clusters Score -913528.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -913580.562500 Penalty: 3199.249023
	Iteration 19Q: 3 clusters Score -913580.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -913633.250000 Penalty: 3199.249023
	Iteration 20F: 3 clusters Score -913633.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -913687.937500 Penalty: 3199.249023
	Iteration 21Q: 3 clusters Score -913687.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -913746.125000 Penalty: 3199.249023
	Iteration 22Q: 3 clusters Score -913746.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -913790.125000 Penalty: 3199.249023
	Iteration 23Q: 3 clusters Score -913790.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -913844.812500 Penalty: 3199.249023
	Iteration 24Q: 3 clusters Score -913844.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -913895.812500 Penalty: 3199.249023
	Iteration 25Q: 3 clusters Score -913895.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -913939.937500 Penalty: 3199.249023
	Iteration 26Q: 3 clusters Score -913939.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -913980.187500 Penalty: 3199.249023
	Iteration 27Q: 3 clusters Score -913980.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -914013.687500 Penalty: 3199.249023
	Iteration 28Q: 3 clusters Score -914013.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -914037.812500 Penalty: 3199.249023
	Iteration 29Q: 3 clusters Score -914037.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -914062.250000 Penalty: 3199.249023
	Iteration 30Q: 3 clusters Score -914062.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -914081.687500 Penalty: 3199.249023
	Iteration 31Q: 3 clusters Score -914081.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -914099.062500 Penalty: 3199.249023
	Iteration 32Q: 3 clusters Score -914099.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -914114.187500 Penalty: 3199.249023
	Iteration 33Q: 3 clusters Score -914114.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -914133.312500 Penalty: 3199.249023
	Iteration 34Q: 3 clusters Score -914133.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -914146.937500 Penalty: 3199.249023
	Iteration 35Q: 3 clusters Score -914146.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -914157.937500 Penalty: 3199.249023
	Iteration 36Q: 3 clusters Score -914157.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -914170.000000 Penalty: 3199.249023
	Iteration 37Q: 3 clusters Score -914170 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -914185.000000 Penalty: 3199.249023
	Iteration 38Q: 3 clusters Score -914185 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -914197.687500 Penalty: 3199.249023
	Iteration 39Q: 3 clusters Score -914197.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -914208.937500 Penalty: 3199.249023
	Iteration 40F: 3 clusters Score -914208.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -914214.937500 Penalty: 3199.249023
	Iteration 41Q: 3 clusters Score -914214.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -914223.937500 Penalty: 3199.249023
	Iteration 42Q: 3 clusters Score -914223.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -914233.187500 Penalty: 3199.249023
	Iteration 43Q: 3 clusters Score -914233.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -914246.312500 Penalty: 3199.249023
	Iteration 44Q: 3 clusters Score -914246.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -914252.625000 Penalty: 3199.249023
	Iteration 45Q: 3 clusters Score -914252.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -914266.687500 Penalty: 3199.249023
	Iteration 46Q: 3 clusters Score -914266.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -914272.187500 Penalty: 3199.249023
	Iteration 47Q: 3 clusters Score -914272.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -914282.000000 Penalty: 3199.249023
	Iteration 48Q: 3 clusters Score -914282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -914284.500000 Penalty: 3199.249023
	Iteration 49Q: 3 clusters Score -914284.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -914291.937500 Penalty: 3199.249023
	Iteration 50Q: 3 clusters Score -914291.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -914294.750000 Penalty: 3199.249023
	Iteration 51Q: 3 clusters Score -914294.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -914294.812500 Penalty: 3199.249023
	Iteration 52Q: 3 clusters Score -914294.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -914297.750000 Penalty: 3199.249023
	Iteration 53Q: 3 clusters Score -914297.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -914297.750000 Penalty: 3199.249023
	Iteration 54Q: 3 clusters Score -914297.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -914301.375000 Penalty: 3199.249023
	Iteration 55Q: 3 clusters Score -914301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -914302.937500 Penalty: 3199.249023
	Iteration 56Q: 3 clusters Score -914302.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -914304.937500 Penalty: 3199.249023
	Iteration 57Q: 3 clusters Score -914304.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -914302.812500 Penalty: 3199.249023
	Iteration 58Q: 3 clusters Score -914302.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -914304.375000 Penalty: 3199.249023
	Iteration 59Q: 3 clusters Score -914304.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -914309.000000 Penalty: 3199.249023
	Iteration 60F: 3 clusters Score -914309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -914308.812500 Penalty: 3199.249023
	Iteration 61Q: 3 clusters Score -914308.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -914305.312500 Penalty: 3199.249023
	Iteration 62Q: 3 clusters Score -914305.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -914307.187500 Penalty: 3199.249023
	Iteration 63Q: 3 clusters Score -914307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -914307.750000 Penalty: 3199.249023
	Iteration 64Q: 3 clusters Score -914307.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -914307.750000 Penalty: 3199.249023
	Iteration 65Q: 3 clusters Score -914307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -914309.312500 Penalty: 3199.249023
	Iteration 66Q: 3 clusters Score -914309.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -914308.375000 Penalty: 3199.249023
	Iteration 67Q: 3 clusters Score -914308.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -914306.937500 Penalty: 3199.249023
	Iteration 68Q: 3 clusters Score -914306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -914306.500000 Penalty: 3199.249023
	Iteration 69Q: 3 clusters Score -914306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -914306.562500 Penalty: 3199.249023
	Iteration 70Q: 3 clusters Score -914306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -914306.562500 Penalty: 3199.249023
	Iteration 71F: 3 clusters Score -914306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Entering Unmasked Estep 
Score: -171068.406250 Penalty: 1356.097900
	Iteration 0F: 2 clusters Score -171068.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -167533.953125 Penalty: 2712.195801
	Iteration 0F: 3 clusters Score -167534 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -168456.140625 Penalty: 2712.195801
	Iteration 1F: 3 clusters Score -168456.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -168662.359375 Penalty: 2712.195801
	Iteration 2F: 3 clusters Score -168662.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -168787.343750 Penalty: 2712.195801
	Iteration 3F: 3 clusters Score -168787.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -168878.515625 Penalty: 2712.195801
	Iteration 4Q: 3 clusters Score -168878.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -168951.984375 Penalty: 2712.195801
	Iteration 5Q: 3 clusters Score -168952 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -169016.953125 Penalty: 2712.195801
	Iteration 6Q: 3 clusters Score -169017 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -169086.265625 Penalty: 2712.195801
	Iteration 7Q: 3 clusters Score -169086.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -169177.546875 Penalty: 2712.195801
	Iteration 8Q: 3 clusters Score -169177.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -169274.234375 Penalty: 2712.195801
	Iteration 9Q: 3 clusters Score -169274.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -169370.296875 Penalty: 2712.195801
	Iteration 10Q: 3 clusters Score -169370.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -169461.875000 Penalty: 2712.195801
	Iteration 11Q: 3 clusters Score -169461.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -169544.062500 Penalty: 2712.195801
	Iteration 12Q: 3 clusters Score -169544.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -169638.031250 Penalty: 2712.195801
	Iteration 13Q: 3 clusters Score -169638 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -169711.515625 Penalty: 2712.195801
	Iteration 14Q: 3 clusters Score -169711.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -169780.125000 Penalty: 2712.195801
	Iteration 15Q: 3 clusters Score -169780.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -169831.000000 Penalty: 2712.195801
	Iteration 16Q: 3 clusters Score -169831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -169894.343750 Penalty: 2712.195801
	Iteration 17Q: 3 clusters Score -169894.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -169939.968750 Penalty: 2712.195801
	Iteration 18Q: 3 clusters Score -169940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -169969.765625 Penalty: 2712.195801
	Iteration 19Q: 3 clusters Score -169969.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -169993.000000 Penalty: 2712.195801
	Iteration 20F: 3 clusters Score -169993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -170016.171875 Penalty: 2712.195801
	Iteration 21Q: 3 clusters Score -170016.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -170034.343750 Penalty: 2712.195801
	Iteration 22Q: 3 clusters Score -170034.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -170051.031250 Penalty: 2712.195801
	Iteration 23Q: 3 clusters Score -170051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -170061.000000 Penalty: 2712.195801
	Iteration 24Q: 3 clusters Score -170061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -170070.968750 Penalty: 2712.195801
	Iteration 25Q: 3 clusters Score -170071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -170076.703125 Penalty: 2712.195801
	Iteration 26Q: 3 clusters Score -170076.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -170080.125000 Penalty: 2712.195801
	Iteration 27Q: 3 clusters Score -170080.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -170084.812500 Penalty: 2712.195801
	Iteration 28Q: 3 clusters Score -170084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -170088.515625 Penalty: 2712.195801
	Iteration 29Q: 3 clusters Score -170088.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -170093.218750 Penalty: 2712.195801
	Iteration 30Q: 3 clusters Score -170093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -170096.484375 Penalty: 2712.195801
	Iteration 31Q: 3 clusters Score -170096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -170102.281250 Penalty: 2712.195801
	Iteration 32Q: 3 clusters Score -170102.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -170109.171875 Penalty: 2712.195801
	Iteration 33Q: 3 clusters Score -170109.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -170114.406250 Penalty: 2712.195801
	Iteration 34Q: 3 clusters Score -170114.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -170120.234375 Penalty: 2712.195801
	Iteration 35Q: 3 clusters Score -170120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -170123.265625 Penalty: 2712.195801
	Iteration 36Q: 3 clusters Score -170123.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -170126.031250 Penalty: 2712.195801
	Iteration 37Q: 3 clusters Score -170126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -170127.640625 Penalty: 2712.195801
	Iteration 38Q: 3 clusters Score -170127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -170132.656250 Penalty: 2712.195801
	Iteration 39Q: 3 clusters Score -170132.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -170134.875000 Penalty: 2712.195801
	Iteration 40F: 3 clusters Score -170134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -170137.062500 Penalty: 2712.195801
	Iteration 41Q: 3 clusters Score -170137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -170137.062500 Penalty: 2712.195801
	Iteration 42F: 3 clusters Score -170137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -61372.941406 Penalty: 1170.553345
	Iteration 0F: 2 clusters Score -61372.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -59709.898438 Penalty: 2341.106689
	Iteration 0F: 3 clusters Score -59709.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -59995.183594 Penalty: 2341.106689
	Iteration 1F: 3 clusters Score -59995.18 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -60065.769531 Penalty: 2341.106689
	Iteration 2F: 3 clusters Score -60065.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -60117.332031 Penalty: 2341.106689
	Iteration 3Q: 3 clusters Score -60117.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -60162.355469 Penalty: 2341.106689
	Iteration 4Q: 3 clusters Score -60162.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -60200.207031 Penalty: 2341.106689
	Iteration 5Q: 3 clusters Score -60200.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -60221.167969 Penalty: 2341.106689
	Iteration 6Q: 3 clusters Score -60221.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -60232.562500 Penalty: 2341.106689
	Iteration 7Q: 3 clusters Score -60232.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -60246.140625 Penalty: 2341.106689
	Iteration 8Q: 3 clusters Score -60246.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -60250.621094 Penalty: 2341.106689
	Iteration 9Q: 3 clusters Score -60250.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -60255.062500 Penalty: 2341.106689
	Iteration 10Q: 3 clusters Score -60255.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -60258.171875 Penalty: 2341.106689
	Iteration 11Q: 3 clusters Score -60258.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -60259.214844 Penalty: 2341.106689
	Iteration 12Q: 3 clusters Score -60259.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -60261.519531 Penalty: 2341.106689
	Iteration 13Q: 3 clusters Score -60261.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -60262.515625 Penalty: 2341.106689
	Iteration 14Q: 3 clusters Score -60262.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -60262.636719 Penalty: 2341.106689
	Iteration 15Q: 3 clusters Score -60262.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -60262.636719 Penalty: 2341.106689
	Iteration 16F: 3 clusters Score -60262.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Entering Unmasked Estep 
Score: -1657327.500000 Penalty: 1689.134155
	Iteration 0F: 2 clusters Score -1657328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1635310.375000 Penalty: 3378.268311
	Iteration 0F: 3 clusters Score -1635310 nChanged 15072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -1643956.375000 Penalty: 3378.268311
	Iteration 1F: 3 clusters Score -1643956 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -1644488.625000 Penalty: 3378.268311
	Iteration 2Q: 3 clusters Score -1644489 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -1645221.250000 Penalty: 3378.268311
	Iteration 3Q: 3 clusters Score -1645221 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -1646312.375000 Penalty: 3378.268311
	Iteration 4F: 3 clusters Score -1646312 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -1647950.125000 Penalty: 3378.268311
	Iteration 5F: 3 clusters Score -1647950 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -1650193.750000 Penalty: 3378.268311
	Iteration 6F: 3 clusters Score -1650194 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -1652493.750000 Penalty: 3378.268311
	Iteration 7F: 3 clusters Score -1652494 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -1654226.375000 Penalty: 3378.268311
	Iteration 8F: 3 clusters Score -1654226 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -1655131.875000 Penalty: 3378.268311
	Iteration 9Q: 3 clusters Score -1655132 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -1655511.125000 Penalty: 3378.268311
	Iteration 10Q: 3 clusters Score -1655511 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -1655679.750000 Penalty: 3378.268311
	Iteration 11Q: 3 clusters Score -1655680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -1655759.000000 Penalty: 3378.268311
	Iteration 12Q: 3 clusters Score -1655759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -1655812.750000 Penalty: 3378.268311
	Iteration 13Q: 3 clusters Score -1655813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -1655854.625000 Penalty: 3378.268311
	Iteration 14Q: 3 clusters Score -1655855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -1655873.375000 Penalty: 3378.268311
	Iteration 15Q: 3 clusters Score -1655873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -1655888.125000 Penalty: 3378.268311
	Iteration 16Q: 3 clusters Score -1655888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -1655890.000000 Penalty: 3378.268311
	Iteration 17Q: 3 clusters Score -1655890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -1655892.125000 Penalty: 3378.268311
	Iteration 18Q: 3 clusters Score -1655892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -1655900.750000 Penalty: 3378.268311
	Iteration 19Q: 3 clusters Score -1655901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -1655903.250000 Penalty: 3378.268311
	Iteration 20F: 3 clusters Score -1655903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Entering Unmasked Estep 
Score: -709109.250000 Penalty: 1551.728149
	Iteration 0F: 2 clusters Score -709109.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -699358.875000 Penalty: 3103.456299
	Iteration 0F: 3 clusters Score -699358.9 nChanged 6201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -702792.750000 Penalty: 3103.456299
	Iteration 1F: 3 clusters Score -702792.8 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -703166.687500 Penalty: 3103.456299
	Iteration 2F: 3 clusters Score -703166.7 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -703488.375000 Penalty: 3103.456299
	Iteration 3F: 3 clusters Score -703488.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -703855.875000 Penalty: 3103.456299
	Iteration 4F: 3 clusters Score -703855.9 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -704283.812500 Penalty: 3103.456299
	Iteration 5F: 3 clusters Score -704283.8 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -704844.687500 Penalty: 3103.456299
	Iteration 6F: 3 clusters Score -704844.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -705513.250000 Penalty: 3103.456299
	Iteration 7F: 3 clusters Score -705513.2 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -706210.312500 Penalty: 3103.456299
	Iteration 8F: 3 clusters Score -706210.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -706777.312500 Penalty: 3103.456299
	Iteration 9F: 3 clusters Score -706777.3 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -707103.125000 Penalty: 3103.456299
	Iteration 10Q: 3 clusters Score -707103.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -707269.000000 Penalty: 3103.456299
	Iteration 11Q: 3 clusters Score -707269 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -707368.875000 Penalty: 3103.456299
	Iteration 12Q: 3 clusters Score -707368.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -707443.250000 Penalty: 3103.456299
	Iteration 13Q: 3 clusters Score -707443.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -707498.937500 Penalty: 3103.456299
	Iteration 14Q: 3 clusters Score -707498.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -707545.312500 Penalty: 3103.456299
	Iteration 15Q: 3 clusters Score -707545.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -707584.500000 Penalty: 3103.456299
	Iteration 16Q: 3 clusters Score -707584.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -707627.312500 Penalty: 3103.456299
	Iteration 17Q: 3 clusters Score -707627.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -707656.500000 Penalty: 3103.456299
	Iteration 18Q: 3 clusters Score -707656.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -707674.750000 Penalty: 3103.456299
	Iteration 19Q: 3 clusters Score -707674.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -707693.375000 Penalty: 3103.456299
	Iteration 20F: 3 clusters Score -707693.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -707704.437500 Penalty: 3103.456299
	Iteration 21Q: 3 clusters Score -707704.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -707712.250000 Penalty: 3103.456299
	Iteration 22Q: 3 clusters Score -707712.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -707720.437500 Penalty: 3103.456299
	Iteration 23Q: 3 clusters Score -707720.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -707726.875000 Penalty: 3103.456299
	Iteration 24Q: 3 clusters Score -707726.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -707733.187500 Penalty: 3103.456299
	Iteration 25Q: 3 clusters Score -707733.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -707739.875000 Penalty: 3103.456299
	Iteration 26Q: 3 clusters Score -707739.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -707742.625000 Penalty: 3103.456299
	Iteration 27Q: 3 clusters Score -707742.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -707748.375000 Penalty: 3103.456299
	Iteration 28Q: 3 clusters Score -707748.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -707755.562500 Penalty: 3103.456299
	Iteration 29Q: 3 clusters Score -707755.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -707757.250000 Penalty: 3103.456299
	Iteration 30Q: 3 clusters Score -707757.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -707763.875000 Penalty: 3103.456299
	Iteration 31Q: 3 clusters Score -707763.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -707767.375000 Penalty: 3103.456299
	Iteration 32Q: 3 clusters Score -707767.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -707772.812500 Penalty: 3103.456299
	Iteration 33Q: 3 clusters Score -707772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -707775.062500 Penalty: 3103.456299
	Iteration 34Q: 3 clusters Score -707775.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -707778.250000 Penalty: 3103.456299
	Iteration 35Q: 3 clusters Score -707778.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -707783.312500 Penalty: 3103.456299
	Iteration 36Q: 3 clusters Score -707783.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -707786.562500 Penalty: 3103.456299
	Iteration 37Q: 3 clusters Score -707786.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -707789.562500 Penalty: 3103.456299
	Iteration 38Q: 3 clusters Score -707789.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -707797.312500 Penalty: 3103.456299
	Iteration 39Q: 3 clusters Score -707797.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -707800.312500 Penalty: 3103.456299
	Iteration 40F: 3 clusters Score -707800.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -707802.812500 Penalty: 3103.456299
	Iteration 41Q: 3 clusters Score -707802.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -707805.250000 Penalty: 3103.456299
	Iteration 42Q: 3 clusters Score -707805.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -707809.250000 Penalty: 3103.456299
	Iteration 43Q: 3 clusters Score -707809.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -707812.625000 Penalty: 3103.456299
	Iteration 44Q: 3 clusters Score -707812.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -707815.500000 Penalty: 3103.456299
	Iteration 45Q: 3 clusters Score -707815.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -707819.000000 Penalty: 3103.456299
	Iteration 46Q: 3 clusters Score -707819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -707824.187500 Penalty: 3103.456299
	Iteration 47Q: 3 clusters Score -707824.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -707829.187500 Penalty: 3103.456299
	Iteration 48Q: 3 clusters Score -707829.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -707831.687500 Penalty: 3103.456299
	Iteration 49Q: 3 clusters Score -707831.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -707832.937500 Penalty: 3103.456299
	Iteration 50Q: 3 clusters Score -707832.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -707839.375000 Penalty: 3103.456299
	Iteration 51Q: 3 clusters Score -707839.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -707841.375000 Penalty: 3103.456299
	Iteration 52Q: 3 clusters Score -707841.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -707843.812500 Penalty: 3103.456299
	Iteration 53Q: 3 clusters Score -707843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -707847.312500 Penalty: 3103.456299
	Iteration 54Q: 3 clusters Score -707847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -707849.812500 Penalty: 3103.456299
	Iteration 55Q: 3 clusters Score -707849.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -707853.687500 Penalty: 3103.456299
	Iteration 56Q: 3 clusters Score -707853.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -707856.125000 Penalty: 3103.456299
	Iteration 57Q: 3 clusters Score -707856.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -707857.437500 Penalty: 3103.456299
	Iteration 58Q: 3 clusters Score -707857.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -707857.625000 Penalty: 3103.456299
	Iteration 59Q: 3 clusters Score -707857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -707860.375000 Penalty: 3103.456299
	Iteration 60F: 3 clusters Score -707860.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -707859.187500 Penalty: 3103.456299
	Iteration 61Q: 3 clusters Score -707859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -707861.375000 Penalty: 3103.456299
	Iteration 62Q: 3 clusters Score -707861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -707861.687500 Penalty: 3103.456299
	Iteration 63Q: 3 clusters Score -707861.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -707863.562500 Penalty: 3103.456299
	Iteration 64Q: 3 clusters Score -707863.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -707865.687500 Penalty: 3103.456299
	Iteration 65Q: 3 clusters Score -707865.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -707867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -707869.062500 Penalty: 3103.456299
	Iteration 67Q: 3 clusters Score -707869.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -707870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -707870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -707870.062500 Penalty: 3103.456299
	Iteration 70F: 3 clusters Score -707870.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326426 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 5080 members 
Mstep: Class 6 contains 8184 members 
Mstep: Class 7 contains 13645 members 
Mstep: Class 8 contains 26605 members 
Mstep: Class 9 contains 1681 members 
Mstep: Class 10 contains 12386 members 
Mstep: Class 11 contains 1766 members 
Mstep: Class 12 contains 98718 members 
Mstep: Class 13 contains 13614 members 
Mstep: Class 14 contains 18842 members 
Mstep: Class 16 contains 4210 members 
Mstep: Class 17 contains 1344 members 
Mstep: Class 18 contains 32685 members 
Mstep: Class 19 contains 14032 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 19 clusters Score -2.819266e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326494 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 8205 members 
Mstep: Class 7 contains 13649 members 
Mstep: Class 8 contains 26487 members 
Mstep: Class 9 contains 1681 members 
Mstep: Class 10 contains 12385 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 98984 members 
Mstep: Class 13 contains 13613 members 
Mstep: Class 14 contains 18833 members 
Mstep: Class 16 contains 4221 members 
Mstep: Class 17 contains 1355 members 
Mstep: Class 18 contains 32655 members 
Mstep: Class 19 contains 13817 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 19 clusters Score -2.819264e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326547 members 
Mstep: Class 2 contains 1971 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 13664 members 
Mstep: Class 8 contains 26386 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 12390 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 99235 members 
Mstep: Class 13 contains 13609 members 
Mstep: Class 14 contains 18827 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 32619 members 
Mstep: Class 19 contains 13616 members 
Entering Unmasked Estep 
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Iteration 81Q: 19 clusters Score -2.819267e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326595 members 
Mstep: Class 2 contains 1977 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 8244 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 26296 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 12390 members 
Mstep: Class 11 contains 1765 members 
Mstep: Class 12 contains 99468 members 
Mstep: Class 13 contains 13606 members 
Mstep: Class 14 contains 18818 members 
Mstep: Class 16 contains 4233 members 
Mstep: Class 17 contains 1386 members 
Mstep: Class 18 contains 32590 members 
Mstep: Class 19 contains 13417 members 
Entering Unmasked Estep 
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Iteration 82Q: 19 clusters Score -2.819272e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326623 members 
Mstep: Class 2 contains 1975 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 8264 members 
Mstep: Class 7 contains 13672 members 
Mstep: Class 8 contains 26208 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 12392 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 12 contains 99705 members 
Mstep: Class 13 contains 13608 members 
Mstep: Class 14 contains 18808 members 
Mstep: Class 16 contains 4240 members 
Mstep: Class 17 contains 1405 members 
Mstep: Class 18 contains 32571 members 
Mstep: Class 19 contains 13224 members 
Entering Unmasked Estep 
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Iteration 83Q: 19 clusters Score -2.819275e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326709 members 
Mstep: Class 2 contains 1971 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 5024 members 
Mstep: Class 6 contains 8282 members 
Mstep: Class 7 contains 13679 members 
Mstep: Class 8 contains 26106 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 12391 members 
Mstep: Class 11 contains 1763 members 
Mstep: Class 12 contains 99919 members 
Mstep: Class 13 contains 13608 members 
Mstep: Class 14 contains 18802 members 
Mstep: Class 16 contains 4247 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 32552 members 
Mstep: Class 19 contains 13015 members 
Entering Unmasked Estep 
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Iteration 84Q: 19 clusters Score -2.819273e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326795 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 5018 members 
Mstep: Class 6 contains 8312 members 
Mstep: Class 7 contains 13689 members 
Mstep: Class 8 contains 26006 members 
Mstep: Class 9 contains 1678 members 
Mstep: Class 10 contains 12389 members 
Mstep: Class 11 contains 1759 members 
Mstep: Class 12 contains 100134 members 
Mstep: Class 13 contains 13608 members 
Mstep: Class 14 contains 18788 members 
Mstep: Class 16 contains 4257 members 
Mstep: Class 17 contains 1437 members 
Mstep: Class 18 contains 32532 members 
Mstep: Class 19 contains 12806 members 
Entering Unmasked Estep 
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Iteration 85Q: 19 clusters Score -2.819276e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326860 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 5009 members 
Mstep: Class 6 contains 8341 members 
Mstep: Class 7 contains 13703 members 
Mstep: Class 8 contains 25924 members 
Mstep: Class 9 contains 1673 members 
Mstep: Class 10 contains 12387 members 
Mstep: Class 11 contains 1759 members 
Mstep: Class 12 contains 100328 members 
Mstep: Class 13 contains 13608 members 
Mstep: Class 14 contains 18773 members 
Mstep: Class 16 contains 4264 members 
Mstep: Class 17 contains 1454 members 
Mstep: Class 18 contains 32518 members 
Mstep: Class 19 contains 12605 members 
Entering Unmasked Estep 
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Iteration 86Q: 19 clusters Score -2.819282e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326919 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 4999 members 
Mstep: Class 6 contains 8367 members 
Mstep: Class 7 contains 13708 members 
Mstep: Class 8 contains 25828 members 
Mstep: Class 9 contains 1670 members 
Mstep: Class 10 contains 12385 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 100576 members 
Mstep: Class 13 contains 13602 members 
Mstep: Class 14 contains 18752 members 
Mstep: Class 16 contains 4279 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 32504 members 
Mstep: Class 19 contains 12393 members 
Entering Unmasked Estep 
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Iteration 87Q: 19 clusters Score -2.819283e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326967 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 4990 members 
Mstep: Class 6 contains 8397 members 
Mstep: Class 7 contains 13713 members 
Mstep: Class 8 contains 25724 members 
Mstep: Class 9 contains 1668 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 12 contains 100819 members 
Mstep: Class 13 contains 13600 members 
Mstep: Class 14 contains 18738 members 
Mstep: Class 16 contains 4295 members 
Mstep: Class 17 contains 1475 members 
Mstep: Class 18 contains 32492 members 
Mstep: Class 19 contains 12195 members 
Entering Unmasked Estep 
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Iteration 88Q: 19 clusters Score -2.819289e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327028 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 4985 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 13709 members 
Mstep: Class 8 contains 25627 members 
Mstep: Class 9 contains 1668 members 
Mstep: Class 10 contains 12383 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 101047 members 
Mstep: Class 13 contains 13590 members 
Mstep: Class 14 contains 18724 members 
Mstep: Class 16 contains 4303 members 
Mstep: Class 17 contains 1483 members 
Mstep: Class 18 contains 32476 members 
Mstep: Class 19 contains 12008 members 
Entering Unmasked Estep 
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Iteration 89Q: 19 clusters Score -2.819301e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327073 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 4979 members 
Mstep: Class 6 contains 8445 members 
Mstep: Class 7 contains 13695 members 
Mstep: Class 8 contains 25521 members 
Mstep: Class 9 contains 1666 members 
Mstep: Class 10 contains 12383 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 101295 members 
Mstep: Class 13 contains 13585 members 
Mstep: Class 14 contains 18727 members 
Mstep: Class 16 contains 4316 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 32462 members 
Mstep: Class 19 contains 11814 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 19 clusters Score -2.819304e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327119 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 4976 members 
Mstep: Class 6 contains 8477 members 
Mstep: Class 7 contains 13696 members 
Mstep: Class 8 contains 25417 members 
Mstep: Class 9 contains 1666 members 
Mstep: Class 10 contains 12382 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 101545 members 
Mstep: Class 13 contains 13582 members 
Mstep: Class 14 contains 18713 members 
Mstep: Class 16 contains 4325 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 32444 members 
Mstep: Class 19 contains 11607 members 
Entering Unmasked Estep 
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Iteration 91Q: 19 clusters Score -2.819314e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327167 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 4965 members 
Mstep: Class 6 contains 8511 members 
Mstep: Class 7 contains 13692 members 
Mstep: Class 8 contains 25330 members 
Mstep: Class 9 contains 1666 members 
Mstep: Class 10 contains 12376 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 101848 members 
Mstep: Class 13 contains 13579 members 
Mstep: Class 14 contains 18695 members 
Mstep: Class 16 contains 4336 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 32428 members 
Mstep: Class 19 contains 11351 members 
Entering Unmasked Estep 
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Iteration 92Q: 19 clusters Score -2.819317e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327235 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 4960 members 
Mstep: Class 6 contains 8521 members 
Mstep: Class 7 contains 13685 members 
Mstep: Class 8 contains 25243 members 
Mstep: Class 9 contains 1666 members 
Mstep: Class 10 contains 12373 members 
Mstep: Class 11 contains 1746 members 
Mstep: Class 12 contains 102152 members 
Mstep: Class 13 contains 13575 members 
Mstep: Class 14 contains 18690 members 
Mstep: Class 16 contains 4348 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 32410 members 
Mstep: Class 19 contains 11079 members 
Entering Unmasked Estep 
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Iteration 93Q: 19 clusters Score -2.819332e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327258 members 
Mstep: Class 2 contains 1972 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 4959 members 
Mstep: Class 6 contains 8540 members 
Mstep: Class 7 contains 13679 members 
Mstep: Class 8 contains 25147 members 
Mstep: Class 9 contains 1665 members 
Mstep: Class 10 contains 12372 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 102486 members 
Mstep: Class 13 contains 13567 members 
Mstep: Class 14 contains 18684 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 32397 members 
Mstep: Class 19 contains 10813 members 
Entering Unmasked Estep 
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Iteration 94Q: 19 clusters Score -2.819335e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327294 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 4953 members 
Mstep: Class 6 contains 8561 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 25052 members 
Mstep: Class 9 contains 1664 members 
Mstep: Class 10 contains 12367 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 102829 members 
Mstep: Class 13 contains 13558 members 
Mstep: Class 14 contains 18669 members 
Mstep: Class 16 contains 4377 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 32384 members 
Mstep: Class 19 contains 10550 members 
Entering Unmasked Estep 
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Score: -28193450.000000 Penalty: 38844.960938
Iteration 95Q: 19 clusters Score -2.819345e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327334 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 2073 members 
Mstep: Class 5 contains 4946 members 
Mstep: Class 6 contains 8591 members 
Mstep: Class 7 contains 13648 members 
Mstep: Class 8 contains 24945 members 
Mstep: Class 9 contains 1664 members 
Mstep: Class 10 contains 12364 members 
Mstep: Class 11 contains 1746 members 
Mstep: Class 12 contains 103167 members 
Mstep: Class 13 contains 13554 members 
Mstep: Class 14 contains 18660 members 
Mstep: Class 16 contains 4387 members 
Mstep: Class 17 contains 1546 members 
Mstep: Class 18 contains 32373 members 
Mstep: Class 19 contains 10283 members 
Entering Unmasked Estep 
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Iteration 96Q: 19 clusters Score -2.819368e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327364 members 
Mstep: Class 2 contains 1968 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 8616 members 
Mstep: Class 7 contains 13632 members 
Mstep: Class 8 contains 24844 members 
Mstep: Class 9 contains 1665 members 
Mstep: Class 10 contains 12360 members 
Mstep: Class 11 contains 1745 members 
Mstep: Class 12 contains 103562 members 
Mstep: Class 13 contains 13546 members 
Mstep: Class 14 contains 18646 members 
Mstep: Class 16 contains 4392 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 32367 members 
Mstep: Class 19 contains 9978 members 
Entering Unmasked Estep 
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Iteration 97Q: 19 clusters Score -2.819387e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327355 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 2075 members 
Mstep: Class 5 contains 4927 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 13619 members 
Mstep: Class 8 contains 24742 members 
Mstep: Class 9 contains 1665 members 
Mstep: Class 10 contains 12361 members 
Mstep: Class 11 contains 1746 members 
Mstep: Class 12 contains 103986 members 
Mstep: Class 13 contains 13547 members 
Mstep: Class 14 contains 18630 members 
Mstep: Class 16 contains 4398 members 
Mstep: Class 17 contains 1558 members 
Mstep: Class 18 contains 32351 members 
Mstep: Class 19 contains 9682 members 
Entering Unmasked Estep 
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Iteration 98Q: 19 clusters Score -2.819412e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327294 members 
Mstep: Class 2 contains 1969 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 2075 members 
Mstep: Class 5 contains 4918 members 
Mstep: Class 6 contains 8650 members 
Mstep: Class 7 contains 13597 members 
Mstep: Class 8 contains 24663 members 
Mstep: Class 9 contains 1664 members 
Mstep: Class 10 contains 12358 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 104432 members 
Mstep: Class 13 contains 13546 members 
Mstep: Class 14 contains 18604 members 
Mstep: Class 16 contains 4404 members 
Mstep: Class 17 contains 1561 members 
Mstep: Class 18 contains 32340 members 
Mstep: Class 19 contains 9425 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -2.819449e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327206 members 
Mstep: Class 2 contains 1974 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 2075 members 
Mstep: Class 5 contains 4898 members 
Mstep: Class 6 contains 8652 members 
Mstep: Class 7 contains 13567 members 
Mstep: Class 8 contains 24578 members 
Mstep: Class 9 contains 1663 members 
Mstep: Class 10 contains 12354 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 104877 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 18585 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 32329 members 
Mstep: Class 19 contains 9218 members 
Entering Unmasked Estep 
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Iteration 100F: 19 clusters Score -2.819484e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327144 members 
Mstep: Class 2 contains 1978 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 2075 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 8642 members 
Mstep: Class 7 contains 13522 members 
Mstep: Class 8 contains 24499 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 12352 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 12 contains 105276 members 
Mstep: Class 13 contains 13547 members 
Mstep: Class 14 contains 18566 members 
Mstep: Class 16 contains 4422 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 32313 members 
Mstep: Class 19 contains 9068 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -2.819518e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327094 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 2075 members 
Mstep: Class 5 contains 4853 members 
Mstep: Class 6 contains 8630 members 
Mstep: Class 7 contains 13481 members 
Mstep: Class 8 contains 24412 members 
Mstep: Class 9 contains 1655 members 
Mstep: Class 10 contains 12353 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 105574 members 
Mstep: Class 13 contains 13545 members 
Mstep: Class 14 contains 18539 members 
Mstep: Class 16 contains 4428 members 
Mstep: Class 17 contains 1564 members 
Mstep: Class 18 contains 32305 members 
Mstep: Class 19 contains 9008 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -2.819539e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327031 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 8625 members 
Mstep: Class 7 contains 13428 members 
Mstep: Class 8 contains 24344 members 
Mstep: Class 9 contains 1654 members 
Mstep: Class 10 contains 12353 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 105854 members 
Mstep: Class 13 contains 13541 members 
Mstep: Class 14 contains 18515 members 
Mstep: Class 16 contains 4437 members 
Mstep: Class 17 contains 1566 members 
Mstep: Class 18 contains 32291 members 
Mstep: Class 19 contains 8961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195534.000000 Penalty: 38844.960938
Iteration 103Q: 19 clusters Score -2.819553e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326963 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 8626 members 
Mstep: Class 7 contains 13400 members 
Mstep: Class 8 contains 24284 members 
Mstep: Class 9 contains 1653 members 
Mstep: Class 10 contains 12352 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 106072 members 
Mstep: Class 13 contains 13541 members 
Mstep: Class 14 contains 18494 members 
Mstep: Class 16 contains 4438 members 
Mstep: Class 17 contains 1568 members 
Mstep: Class 18 contains 32286 members 
Mstep: Class 19 contains 8932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195656.000000 Penalty: 38844.960938
Iteration 104Q: 19 clusters Score -2.819566e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326905 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 2077 members 
Mstep: Class 5 contains 4832 members 
Mstep: Class 6 contains 8631 members 
Mstep: Class 7 contains 13370 members 
Mstep: Class 8 contains 24200 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12350 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 106305 members 
Mstep: Class 13 contains 13544 members 
Mstep: Class 14 contains 18467 members 
Mstep: Class 16 contains 4445 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 32273 members 
Mstep: Class 19 contains 8900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195718.000000 Penalty: 38844.960938
Iteration 105Q: 19 clusters Score -2.819572e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326870 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 2078 members 
Mstep: Class 5 contains 4831 members 
Mstep: Class 6 contains 8636 members 
Mstep: Class 7 contains 13345 members 
Mstep: Class 8 contains 24126 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 12343 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 106502 members 
Mstep: Class 13 contains 13541 members 
Mstep: Class 14 contains 18436 members 
Mstep: Class 16 contains 4455 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 32262 members 
Mstep: Class 19 contains 8870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195864.000000 Penalty: 38844.960938
Iteration 106Q: 19 clusters Score -2.819586e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326851 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 8646 members 
Mstep: Class 7 contains 13327 members 
Mstep: Class 8 contains 24053 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 12334 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 106673 members 
Mstep: Class 13 contains 13544 members 
Mstep: Class 14 contains 18407 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 17 contains 1576 members 
Mstep: Class 18 contains 32256 members 
Mstep: Class 19 contains 8841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195966.000000 Penalty: 38844.960938
Iteration 107Q: 19 clusters Score -2.819597e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326829 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 2312 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 4820 members 
Mstep: Class 6 contains 8654 members 
Mstep: Class 7 contains 13308 members 
Mstep: Class 8 contains 23979 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 12324 members 
Mstep: Class 11 contains 1739 members 
Mstep: Class 12 contains 106841 members 
Mstep: Class 13 contains 13549 members 
Mstep: Class 14 contains 18382 members 
Mstep: Class 16 contains 4460 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 32254 members 
Mstep: Class 19 contains 8804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195958.000000 Penalty: 38844.960938
Iteration 108Q: 19 clusters Score -2.819596e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326799 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 2080 members 
Mstep: Class 5 contains 4816 members 
Mstep: Class 6 contains 8661 members 
Mstep: Class 7 contains 13299 members 
Mstep: Class 8 contains 23904 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 12318 members 
Mstep: Class 11 contains 1738 members 
Mstep: Class 12 contains 106994 members 
Mstep: Class 13 contains 13559 members 
Mstep: Class 14 contains 18364 members 
Mstep: Class 16 contains 4457 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 32253 members 
Mstep: Class 19 contains 8777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195978.000000 Penalty: 38844.960938
Iteration 109Q: 19 clusters Score -2.819598e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326771 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 2315 members 
Mstep: Class 4 contains 2079 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 8671 members 
Mstep: Class 7 contains 13288 members 
Mstep: Class 8 contains 23838 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 12312 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 107130 members 
Mstep: Class 13 contains 13564 members 
Mstep: Class 14 contains 18349 members 
Mstep: Class 16 contains 4465 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 32244 members 
Mstep: Class 19 contains 8754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195968.000000 Penalty: 38844.960938
Iteration 110Q: 19 clusters Score -2.819597e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326763 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 2080 members 
Mstep: Class 5 contains 4814 members 
Mstep: Class 6 contains 8692 members 
Mstep: Class 7 contains 13282 members 
Mstep: Class 8 contains 23771 members 
Mstep: Class 9 contains 1652 members 
Mstep: Class 10 contains 12303 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107229 members 
Mstep: Class 13 contains 13568 members 
Mstep: Class 14 contains 18339 members 
Mstep: Class 16 contains 4466 members 
Mstep: Class 17 contains 1587 members 
Mstep: Class 18 contains 32240 members 
Mstep: Class 19 contains 8728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195978.000000 Penalty: 38844.960938
Iteration 111Q: 19 clusters Score -2.819598e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326783 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 4812 members 
Mstep: Class 6 contains 8710 members 
Mstep: Class 7 contains 13279 members 
Mstep: Class 8 contains 23695 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12291 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107311 members 
Mstep: Class 13 contains 13576 members 
Mstep: Class 14 contains 18324 members 
Mstep: Class 16 contains 4471 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 32235 members 
Mstep: Class 19 contains 8701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196050.000000 Penalty: 38844.960938
Iteration 112Q: 19 clusters Score -2.819605e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326831 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 4808 members 
Mstep: Class 6 contains 8741 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 23615 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12287 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 107372 members 
Mstep: Class 13 contains 13580 members 
Mstep: Class 14 contains 18308 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 32229 members 
Mstep: Class 19 contains 8670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195956.000000 Penalty: 38844.960938
Iteration 113Q: 19 clusters Score -2.819596e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326870 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 4805 members 
Mstep: Class 6 contains 8756 members 
Mstep: Class 7 contains 13278 members 
Mstep: Class 8 contains 23545 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12285 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 107441 members 
Mstep: Class 13 contains 13578 members 
Mstep: Class 14 contains 18293 members 
Mstep: Class 16 contains 4479 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 32222 members 
Mstep: Class 19 contains 8643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195994.000000 Penalty: 38844.960938
Iteration 114Q: 19 clusters Score -2.819599e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326916 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 2322 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 4799 members 
Mstep: Class 6 contains 8767 members 
Mstep: Class 7 contains 13270 members 
Mstep: Class 8 contains 23488 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 107492 members 
Mstep: Class 13 contains 13577 members 
Mstep: Class 14 contains 18272 members 
Mstep: Class 16 contains 4487 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 32218 members 
Mstep: Class 19 contains 8629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196004.000000 Penalty: 38844.960938
Iteration 115Q: 19 clusters Score -2.8196e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 326969 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 4791 members 
Mstep: Class 6 contains 8774 members 
Mstep: Class 7 contains 13265 members 
Mstep: Class 8 contains 23436 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12280 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 107535 members 
Mstep: Class 13 contains 13575 members 
Mstep: Class 14 contains 18258 members 
Mstep: Class 16 contains 4489 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 32204 members 
Mstep: Class 19 contains 8614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196090.000000 Penalty: 38844.960938
Iteration 116Q: 19 clusters Score -2.819609e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327021 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 8782 members 
Mstep: Class 7 contains 13269 members 
Mstep: Class 8 contains 23388 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 107556 members 
Mstep: Class 13 contains 13573 members 
Mstep: Class 14 contains 18249 members 
Mstep: Class 16 contains 4494 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 32195 members 
Mstep: Class 19 contains 8597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196086.000000 Penalty: 38844.960938
Iteration 117Q: 19 clusters Score -2.819609e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327056 members 
Mstep: Class 2 contains 1996 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 8800 members 
Mstep: Class 7 contains 13271 members 
Mstep: Class 8 contains 23343 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107583 members 
Mstep: Class 13 contains 13573 members 
Mstep: Class 14 contains 18233 members 
Mstep: Class 16 contains 4497 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 32193 members 
Mstep: Class 19 contains 8577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196126.000000 Penalty: 38844.960938
Iteration 118Q: 19 clusters Score -2.819613e+07 nChanged 168
Entering ConstructFrom: 
Score: -28196126.000000 Penalty: 38844.960938
Entering ConstructFrom: 
Trying to split cluster 1 (327089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327089 members 
Entering Unmasked Estep 
Score: -16434207.000000 Penalty: 2063.423096
	Iteration 0F: 2 clusters Score -1.643421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163906 members 
Mstep: Class 2 contains 163183 members 
Entering Unmasked Estep 
Score: -16213224.000000 Penalty: 4126.846191
	Iteration 0F: 3 clusters Score -1.621322e+07 nChanged 159851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173077 members 
Mstep: Class 2 contains 154012 members 
Entering Unmasked Estep 
Score: -16308678.000000 Penalty: 4126.846191
	Iteration 1F: 3 clusters Score -1.630868e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180532 members 
Mstep: Class 2 contains 146557 members 
Entering Unmasked Estep 
Score: -16311241.000000 Penalty: 4126.846191
	Iteration 2Q: 3 clusters Score -1.631124e+07 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192741 members 
Mstep: Class 2 contains 134348 members 
Entering Unmasked Estep 
Score: -16316453.000000 Penalty: 4126.846191
	Iteration 3Q: 3 clusters Score -1.631645e+07 nChanged 19685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211100 members 
Mstep: Class 2 contains 115989 members 
Entering Unmasked Estep 
Score: -16327417.000000 Penalty: 4126.846191
	Iteration 4F: 3 clusters Score -1.632742e+07 nChanged 26469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236771 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -16346670.000000 Penalty: 4126.846191
	Iteration 5F: 3 clusters Score -1.634667e+07 nChanged 30606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266923 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -16374142.000000 Penalty: 4126.846191
	Iteration 6F: 3 clusters Score -1.637414e+07 nChanged 27808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294525 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -16401519.000000 Penalty: 4126.846191
	Iteration 7F: 3 clusters Score -1.640152e+07 nChanged 18178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312659 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -16419293.000000 Penalty: 4126.846191
	Iteration 8F: 3 clusters Score -1.641929e+07 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321610 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -16427752.000000 Penalty: 4126.846191
	Iteration 9Q: 3 clusters Score -1.642775e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325137 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -16430776.000000 Penalty: 4126.846191
	Iteration 10Q: 3 clusters Score -1.643078e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326300 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -16431673.000000 Penalty: 4126.846191
	Iteration 11Q: 3 clusters Score -1.643167e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326668 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -16432063.000000 Penalty: 4126.846191
	Iteration 12Q: 3 clusters Score -1.643206e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326789 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -16432193.000000 Penalty: 4126.846191
	Iteration 13Q: 3 clusters Score -1.643219e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326834 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -16432275.000000 Penalty: 4126.846191
	Iteration 14Q: 3 clusters Score -1.643228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326845 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -16432293.000000 Penalty: 4126.846191
	Iteration 15Q: 3 clusters Score -1.643229e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326855 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16432303.000000 Penalty: 4126.846191
	Iteration 16Q: 3 clusters Score -1.64323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326859 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -16432323.000000 Penalty: 4126.846191
	Iteration 17Q: 3 clusters Score -1.643232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326864 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -16432323.000000 Penalty: 4126.846191
	Iteration 18Q: 3 clusters Score -1.643232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326867 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -16432326.000000 Penalty: 4126.846191
	Iteration 19Q: 3 clusters Score -1.643233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326871 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -16432335.000000 Penalty: 4126.846191
	Iteration 20F: 3 clusters Score -1.643234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326873 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -16432336.000000 Penalty: 4126.846191
	Iteration 21Q: 3 clusters Score -1.643234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326875 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -16432329.000000 Penalty: 4126.846191
	Iteration 22Q: 3 clusters Score -1.643233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326874 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -16432332.000000 Penalty: 4126.846191
	Iteration 23Q: 3 clusters Score -1.643233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326876 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16432339.000000 Penalty: 4126.846191
	Iteration 24Q: 3 clusters Score -1.643234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326876 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -16432339.000000 Penalty: 4126.846191
	Iteration 25F: 3 clusters Score -1.643234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Entering Unmasked Estep 
Score: -90992.070312 Penalty: 1234.984131
	Iteration 0F: 2 clusters Score -90992.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -88906.453125 Penalty: 2469.968262
	Iteration 0F: 3 clusters Score -88906.45 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -89355.023438 Penalty: 2469.968262
	Iteration 1F: 3 clusters Score -89355.02 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -89479.562500 Penalty: 2469.968262
	Iteration 2F: 3 clusters Score -89479.56 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -89544.218750 Penalty: 2469.968262
	Iteration 3Q: 3 clusters Score -89544.22 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -89581.468750 Penalty: 2469.968262
	Iteration 4Q: 3 clusters Score -89581.47 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -89610.148438 Penalty: 2469.968262
	Iteration 5Q: 3 clusters Score -89610.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -89633.414062 Penalty: 2469.968262
	Iteration 6Q: 3 clusters Score -89633.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -89652.437500 Penalty: 2469.968262
	Iteration 7Q: 3 clusters Score -89652.44 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -89671.242188 Penalty: 2469.968262
	Iteration 8Q: 3 clusters Score -89671.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -89686.531250 Penalty: 2469.968262
	Iteration 9Q: 3 clusters Score -89686.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -89704.351562 Penalty: 2469.968262
	Iteration 10Q: 3 clusters Score -89704.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -89717.000000 Penalty: 2469.968262
	Iteration 11Q: 3 clusters Score -89717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -89724.617188 Penalty: 2469.968262
	Iteration 12Q: 3 clusters Score -89724.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -89730.765625 Penalty: 2469.968262
	Iteration 13Q: 3 clusters Score -89730.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -89738.976562 Penalty: 2469.968262
	Iteration 14Q: 3 clusters Score -89738.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -89745.078125 Penalty: 2469.968262
	Iteration 15Q: 3 clusters Score -89745.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -89751.906250 Penalty: 2469.968262
	Iteration 16Q: 3 clusters Score -89751.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -89758.195312 Penalty: 2469.968262
	Iteration 17Q: 3 clusters Score -89758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -89763.500000 Penalty: 2469.968262
	Iteration 18Q: 3 clusters Score -89763.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -89769.179688 Penalty: 2469.968262
	Iteration 19Q: 3 clusters Score -89769.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -89774.265625 Penalty: 2469.968262
	Iteration 20F: 3 clusters Score -89774.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -89779.867188 Penalty: 2469.968262
	Iteration 21Q: 3 clusters Score -89779.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -89785.078125 Penalty: 2469.968262
	Iteration 22Q: 3 clusters Score -89785.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -89788.398438 Penalty: 2469.968262
	Iteration 23Q: 3 clusters Score -89788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -89791.734375 Penalty: 2469.968262
	Iteration 24Q: 3 clusters Score -89791.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -89793.281250 Penalty: 2469.968262
	Iteration 25Q: 3 clusters Score -89793.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -89793.281250 Penalty: 2469.968262
	Iteration 26F: 3 clusters Score -89793.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -101302.218750 Penalty: 1259.474854
	Iteration 0F: 2 clusters Score -101302.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -99017.195312 Penalty: 2518.949707
	Iteration 0F: 3 clusters Score -99017.2 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -99584.875000 Penalty: 2518.949707
	Iteration 1F: 3 clusters Score -99584.88 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -99742.109375 Penalty: 2518.949707
	Iteration 2F: 3 clusters Score -99742.11 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -99879.750000 Penalty: 2518.949707
	Iteration 3F: 3 clusters Score -99879.75 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -100044.234375 Penalty: 2518.949707
	Iteration 4F: 3 clusters Score -100044.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -100241.421875 Penalty: 2518.949707
	Iteration 5F: 3 clusters Score -100241.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -100424.640625 Penalty: 2518.949707
	Iteration 6F: 3 clusters Score -100424.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -100584.703125 Penalty: 2518.949707
	Iteration 7F: 3 clusters Score -100584.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -100719.031250 Penalty: 2518.949707
	Iteration 8Q: 3 clusters Score -100719 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -100820.937500 Penalty: 2518.949707
	Iteration 9Q: 3 clusters Score -100820.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -100902.468750 Penalty: 2518.949707
	Iteration 10Q: 3 clusters Score -100902.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -100972.304688 Penalty: 2518.949707
	Iteration 11Q: 3 clusters Score -100972.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -101027.265625 Penalty: 2518.949707
	Iteration 12Q: 3 clusters Score -101027.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -101070.726562 Penalty: 2518.949707
	Iteration 13Q: 3 clusters Score -101070.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -101123.015625 Penalty: 2518.949707
	Iteration 14Q: 3 clusters Score -101123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -101165.726562 Penalty: 2518.949707
	Iteration 15Q: 3 clusters Score -101165.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -101196.601562 Penalty: 2518.949707
	Iteration 16Q: 3 clusters Score -101196.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -101224.421875 Penalty: 2518.949707
	Iteration 17Q: 3 clusters Score -101224.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -101243.453125 Penalty: 2518.949707
	Iteration 18Q: 3 clusters Score -101243.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -101256.953125 Penalty: 2518.949707
	Iteration 19Q: 3 clusters Score -101257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -101269.078125 Penalty: 2518.949707
	Iteration 20F: 3 clusters Score -101269.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -101279.507812 Penalty: 2518.949707
	Iteration 21Q: 3 clusters Score -101279.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -101287.976562 Penalty: 2518.949707
	Iteration 22Q: 3 clusters Score -101288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -101292.289062 Penalty: 2518.949707
	Iteration 23Q: 3 clusters Score -101292.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -101292.507812 Penalty: 2518.949707
	Iteration 24Q: 3 clusters Score -101292.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -101294.671875 Penalty: 2518.949707
	Iteration 25Q: 3 clusters Score -101294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -101294.671875 Penalty: 2518.949707
	Iteration 26F: 3 clusters Score -101294.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Entering Unmasked Estep 
Score: -96542.156250 Penalty: 1241.598145
	Iteration 0F: 2 clusters Score -96542.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -94418.929688 Penalty: 2483.196289
	Iteration 0F: 3 clusters Score -94418.93 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -94874.148438 Penalty: 2483.196289
	Iteration 1F: 3 clusters Score -94874.15 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -94968.023438 Penalty: 2483.196289
	Iteration 2F: 3 clusters Score -94968.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -95022.085938 Penalty: 2483.196289
	Iteration 3Q: 3 clusters Score -95022.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -95063.320312 Penalty: 2483.196289
	Iteration 4Q: 3 clusters Score -95063.32 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -95092.039062 Penalty: 2483.196289
	Iteration 5Q: 3 clusters Score -95092.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -95116.414062 Penalty: 2483.196289
	Iteration 6Q: 3 clusters Score -95116.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -95142.195312 Penalty: 2483.196289
	Iteration 7Q: 3 clusters Score -95142.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -95160.953125 Penalty: 2483.196289
	Iteration 8Q: 3 clusters Score -95160.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -95181.992188 Penalty: 2483.196289
	Iteration 9Q: 3 clusters Score -95181.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -95206.585938 Penalty: 2483.196289
	Iteration 10Q: 3 clusters Score -95206.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -95224.335938 Penalty: 2483.196289
	Iteration 11Q: 3 clusters Score -95224.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -95233.851562 Penalty: 2483.196289
	Iteration 12Q: 3 clusters Score -95233.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -95243.257812 Penalty: 2483.196289
	Iteration 13Q: 3 clusters Score -95243.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -95267.023438 Penalty: 2483.196289
	Iteration 14Q: 3 clusters Score -95267.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -95280.312500 Penalty: 2483.196289
	Iteration 15Q: 3 clusters Score -95280.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -95291.312500 Penalty: 2483.196289
	Iteration 16Q: 3 clusters Score -95291.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -95303.117188 Penalty: 2483.196289
	Iteration 17Q: 3 clusters Score -95303.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -95317.976562 Penalty: 2483.196289
	Iteration 18Q: 3 clusters Score -95317.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -95334.179688 Penalty: 2483.196289
	Iteration 19Q: 3 clusters Score -95334.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -95351.593750 Penalty: 2483.196289
	Iteration 20F: 3 clusters Score -95351.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -95363.710938 Penalty: 2483.196289
	Iteration 21Q: 3 clusters Score -95363.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -95372.984375 Penalty: 2483.196289
	Iteration 22Q: 3 clusters Score -95372.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -95381.929688 Penalty: 2483.196289
	Iteration 23Q: 3 clusters Score -95381.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -95387.734375 Penalty: 2483.196289
	Iteration 24Q: 3 clusters Score -95387.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -95390.664062 Penalty: 2483.196289
	Iteration 25Q: 3 clusters Score -95390.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -95394.164062 Penalty: 2483.196289
	Iteration 26Q: 3 clusters Score -95394.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -95401.757812 Penalty: 2483.196289
	Iteration 27Q: 3 clusters Score -95401.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -95409.320312 Penalty: 2483.196289
	Iteration 28Q: 3 clusters Score -95409.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -95417.148438 Penalty: 2483.196289
	Iteration 29Q: 3 clusters Score -95417.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -95423.375000 Penalty: 2483.196289
	Iteration 30Q: 3 clusters Score -95423.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -95430.289062 Penalty: 2483.196289
	Iteration 31Q: 3 clusters Score -95430.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -95432.718750 Penalty: 2483.196289
	Iteration 32Q: 3 clusters Score -95432.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -95435.203125 Penalty: 2483.196289
	Iteration 33Q: 3 clusters Score -95435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -95439.312500 Penalty: 2483.196289
	Iteration 34Q: 3 clusters Score -95439.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -95441.828125 Penalty: 2483.196289
	Iteration 35Q: 3 clusters Score -95441.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -95443.117188 Penalty: 2483.196289
	Iteration 36Q: 3 clusters Score -95443.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -95443.812500 Penalty: 2483.196289
	Iteration 37Q: 3 clusters Score -95443.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -95445.765625 Penalty: 2483.196289
	Iteration 38Q: 3 clusters Score -95445.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -95447.320312 Penalty: 2483.196289
	Iteration 39Q: 3 clusters Score -95447.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -95448.656250 Penalty: 2483.196289
	Iteration 40F: 3 clusters Score -95448.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -95450.265625 Penalty: 2483.196289
	Iteration 41Q: 3 clusters Score -95450.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -95451.093750 Penalty: 2483.196289
	Iteration 42Q: 3 clusters Score -95451.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -95452.664062 Penalty: 2483.196289
	Iteration 43Q: 3 clusters Score -95452.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -95452.664062 Penalty: 2483.196289
	Iteration 44F: 3 clusters Score -95452.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Entering Unmasked Estep 
Score: -247249.078125 Penalty: 1376.459717
	Iteration 0F: 2 clusters Score -247249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -243344.125000 Penalty: 2752.919434
	Iteration 0F: 3 clusters Score -243344.1 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -244410.265625 Penalty: 2752.919434
	Iteration 1F: 3 clusters Score -244410.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -244577.906250 Penalty: 2752.919434
	Iteration 2F: 3 clusters Score -244577.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -244694.796875 Penalty: 2752.919434
	Iteration 3F: 3 clusters Score -244694.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -244772.078125 Penalty: 2752.919434
	Iteration 4Q: 3 clusters Score -244772.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -244845.671875 Penalty: 2752.919434
	Iteration 5Q: 3 clusters Score -244845.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -244902.718750 Penalty: 2752.919434
	Iteration 6Q: 3 clusters Score -244902.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -244972.375000 Penalty: 2752.919434
	Iteration 7Q: 3 clusters Score -244972.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -245053.734375 Penalty: 2752.919434
	Iteration 8Q: 3 clusters Score -245053.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -245148.171875 Penalty: 2752.919434
	Iteration 9Q: 3 clusters Score -245148.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -245238.828125 Penalty: 2752.919434
	Iteration 10Q: 3 clusters Score -245238.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -245324.890625 Penalty: 2752.919434
	Iteration 11Q: 3 clusters Score -245324.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -245393.500000 Penalty: 2752.919434
	Iteration 12Q: 3 clusters Score -245393.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -245442.484375 Penalty: 2752.919434
	Iteration 13Q: 3 clusters Score -245442.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -245489.109375 Penalty: 2752.919434
	Iteration 14Q: 3 clusters Score -245489.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -245533.109375 Penalty: 2752.919434
	Iteration 15Q: 3 clusters Score -245533.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -245579.000000 Penalty: 2752.919434
	Iteration 16Q: 3 clusters Score -245579 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -245620.359375 Penalty: 2752.919434
	Iteration 17Q: 3 clusters Score -245620.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -245654.859375 Penalty: 2752.919434
	Iteration 18Q: 3 clusters Score -245654.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -245677.031250 Penalty: 2752.919434
	Iteration 19Q: 3 clusters Score -245677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -245688.953125 Penalty: 2752.919434
	Iteration 20F: 3 clusters Score -245689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -245699.968750 Penalty: 2752.919434
	Iteration 21Q: 3 clusters Score -245700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -245709.890625 Penalty: 2752.919434
	Iteration 22Q: 3 clusters Score -245709.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -245719.000000 Penalty: 2752.919434
	Iteration 23Q: 3 clusters Score -245719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -245725.203125 Penalty: 2752.919434
	Iteration 24Q: 3 clusters Score -245725.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -245731.031250 Penalty: 2752.919434
	Iteration 25Q: 3 clusters Score -245731 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -245735.156250 Penalty: 2752.919434
	Iteration 26Q: 3 clusters Score -245735.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -245739.062500 Penalty: 2752.919434
	Iteration 27Q: 3 clusters Score -245739.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -245741.421875 Penalty: 2752.919434
	Iteration 28Q: 3 clusters Score -245741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -245744.093750 Penalty: 2752.919434
	Iteration 29Q: 3 clusters Score -245744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -245745.921875 Penalty: 2752.919434
	Iteration 30Q: 3 clusters Score -245745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -245748.796875 Penalty: 2752.919434
	Iteration 31Q: 3 clusters Score -245748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -245751.500000 Penalty: 2752.919434
	Iteration 32Q: 3 clusters Score -245751.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -245754.281250 Penalty: 2752.919434
	Iteration 33Q: 3 clusters Score -245754.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -245757.421875 Penalty: 2752.919434
	Iteration 34Q: 3 clusters Score -245757.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -245762.828125 Penalty: 2752.919434
	Iteration 35Q: 3 clusters Score -245762.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -245766.843750 Penalty: 2752.919434
	Iteration 36Q: 3 clusters Score -245766.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -245769.453125 Penalty: 2752.919434
	Iteration 37Q: 3 clusters Score -245769.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -245771.484375 Penalty: 2752.919434
	Iteration 38Q: 3 clusters Score -245771.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -245774.625000 Penalty: 2752.919434
	Iteration 39Q: 3 clusters Score -245774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -245775.687500 Penalty: 2752.919434
	Iteration 40F: 3 clusters Score -245775.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -245777.750000 Penalty: 2752.919434
	Iteration 41Q: 3 clusters Score -245777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -245779.343750 Penalty: 2752.919434
	Iteration 42Q: 3 clusters Score -245779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -245781.078125 Penalty: 2752.919434
	Iteration 43Q: 3 clusters Score -245781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -245783.562500 Penalty: 2752.919434
	Iteration 44Q: 3 clusters Score -245783.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -245786.625000 Penalty: 2752.919434
	Iteration 45Q: 3 clusters Score -245786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -245789.328125 Penalty: 2752.919434
	Iteration 46Q: 3 clusters Score -245789.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -245791.968750 Penalty: 2752.919434
	Iteration 47Q: 3 clusters Score -245792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -245793.375000 Penalty: 2752.919434
	Iteration 48Q: 3 clusters Score -245793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -245794.531250 Penalty: 2752.919434
	Iteration 49Q: 3 clusters Score -245794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -245797.328125 Penalty: 2752.919434
	Iteration 50Q: 3 clusters Score -245797.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -245799.062500 Penalty: 2752.919434
	Iteration 51Q: 3 clusters Score -245799.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -245802.750000 Penalty: 2752.919434
	Iteration 52Q: 3 clusters Score -245802.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -245804.812500 Penalty: 2752.919434
	Iteration 53Q: 3 clusters Score -245804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -245807.859375 Penalty: 2752.919434
	Iteration 54Q: 3 clusters Score -245807.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -245809.656250 Penalty: 2752.919434
	Iteration 55Q: 3 clusters Score -245809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -245811.671875 Penalty: 2752.919434
	Iteration 56Q: 3 clusters Score -245811.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -245814.421875 Penalty: 2752.919434
	Iteration 57Q: 3 clusters Score -245814.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -245816.046875 Penalty: 2752.919434
	Iteration 58Q: 3 clusters Score -245816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -245818.906250 Penalty: 2752.919434
	Iteration 59Q: 3 clusters Score -245818.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -245821.343750 Penalty: 2752.919434
	Iteration 60F: 3 clusters Score -245821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -245823.406250 Penalty: 2752.919434
	Iteration 61Q: 3 clusters Score -245823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -245825.812500 Penalty: 2752.919434
	Iteration 62Q: 3 clusters Score -245825.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -245828.421875 Penalty: 2752.919434
	Iteration 63Q: 3 clusters Score -245828.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -245830.078125 Penalty: 2752.919434
	Iteration 64Q: 3 clusters Score -245830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -245831.593750 Penalty: 2752.919434
	Iteration 65Q: 3 clusters Score -245831.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -245833.421875 Penalty: 2752.919434
	Iteration 66Q: 3 clusters Score -245833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -245836.953125 Penalty: 2752.919434
	Iteration 67Q: 3 clusters Score -245837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -245838.593750 Penalty: 2752.919434
	Iteration 68Q: 3 clusters Score -245838.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -245840.468750 Penalty: 2752.919434
	Iteration 69Q: 3 clusters Score -245840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -245841.906250 Penalty: 2752.919434
	Iteration 70Q: 3 clusters Score -245841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -245842.953125 Penalty: 2752.919434
	Iteration 71Q: 3 clusters Score -245843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -245845.671875 Penalty: 2752.919434
	Iteration 72Q: 3 clusters Score -245845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -245846.000000 Penalty: 2752.919434
	Iteration 73Q: 3 clusters Score -245846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -245846.984375 Penalty: 2752.919434
	Iteration 74Q: 3 clusters Score -245847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -245848.156250 Penalty: 2752.919434
	Iteration 75Q: 3 clusters Score -245848.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -245850.125000 Penalty: 2752.919434
	Iteration 76Q: 3 clusters Score -245850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -245851.125000 Penalty: 2752.919434
	Iteration 77Q: 3 clusters Score -245851.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -245852.312500 Penalty: 2752.919434
	Iteration 78Q: 3 clusters Score -245852.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -245852.703125 Penalty: 2752.919434
	Iteration 79Q: 3 clusters Score -245852.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -245853.171875 Penalty: 2752.919434
	Iteration 80F: 3 clusters Score -245853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245854.250000 Penalty: 2752.919434
	Iteration 81Q: 3 clusters Score -245854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -245854.437500 Penalty: 2752.919434
	Iteration 82Q: 3 clusters Score -245854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -245855.203125 Penalty: 2752.919434
	Iteration 83Q: 3 clusters Score -245855.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -245855.203125 Penalty: 2752.919434
	Iteration 84F: 3 clusters Score -245855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Entering Unmasked Estep 
Score: -421991.468750 Penalty: 1476.110474
	Iteration 0F: 2 clusters Score -421991.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -415598.406250 Penalty: 2952.220947
	Iteration 0F: 3 clusters Score -415598.4 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -417767.218750 Penalty: 2952.220947
	Iteration 1F: 3 clusters Score -417767.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -418119.750000 Penalty: 2952.220947
	Iteration 2F: 3 clusters Score -418119.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -418430.343750 Penalty: 2952.220947
	Iteration 3F: 3 clusters Score -418430.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -418706.625000 Penalty: 2952.220947
	Iteration 4F: 3 clusters Score -418706.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -418971.156250 Penalty: 2952.220947
	Iteration 5Q: 3 clusters Score -418971.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -419197.218750 Penalty: 2952.220947
	Iteration 6Q: 3 clusters Score -419197.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -419394.500000 Penalty: 2952.220947
	Iteration 7Q: 3 clusters Score -419394.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -419575.625000 Penalty: 2952.220947
	Iteration 8Q: 3 clusters Score -419575.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -419722.937500 Penalty: 2952.220947
	Iteration 9Q: 3 clusters Score -419722.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -419835.593750 Penalty: 2952.220947
	Iteration 10Q: 3 clusters Score -419835.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -419941.437500 Penalty: 2952.220947
	Iteration 11Q: 3 clusters Score -419941.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -420035.656250 Penalty: 2952.220947
	Iteration 12Q: 3 clusters Score -420035.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -420106.718750 Penalty: 2952.220947
	Iteration 13Q: 3 clusters Score -420106.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -420159.750000 Penalty: 2952.220947
	Iteration 14Q: 3 clusters Score -420159.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -420206.531250 Penalty: 2952.220947
	Iteration 15Q: 3 clusters Score -420206.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -420252.250000 Penalty: 2952.220947
	Iteration 16Q: 3 clusters Score -420252.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -420285.250000 Penalty: 2952.220947
	Iteration 17Q: 3 clusters Score -420285.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -420312.437500 Penalty: 2952.220947
	Iteration 18Q: 3 clusters Score -420312.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -420340.406250 Penalty: 2952.220947
	Iteration 19Q: 3 clusters Score -420340.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -420367.812500 Penalty: 2952.220947
	Iteration 20F: 3 clusters Score -420367.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -420385.531250 Penalty: 2952.220947
	Iteration 21Q: 3 clusters Score -420385.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -420401.812500 Penalty: 2952.220947
	Iteration 22Q: 3 clusters Score -420401.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -420413.312500 Penalty: 2952.220947
	Iteration 23Q: 3 clusters Score -420413.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -420428.562500 Penalty: 2952.220947
	Iteration 24Q: 3 clusters Score -420428.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -420441.750000 Penalty: 2952.220947
	Iteration 25Q: 3 clusters Score -420441.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -420456.156250 Penalty: 2952.220947
	Iteration 26Q: 3 clusters Score -420456.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -420474.125000 Penalty: 2952.220947
	Iteration 27Q: 3 clusters Score -420474.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -420497.843750 Penalty: 2952.220947
	Iteration 28Q: 3 clusters Score -420497.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -420523.375000 Penalty: 2952.220947
	Iteration 29Q: 3 clusters Score -420523.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -420541.687500 Penalty: 2952.220947
	Iteration 30Q: 3 clusters Score -420541.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -420561.062500 Penalty: 2952.220947
	Iteration 31Q: 3 clusters Score -420561.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -420586.156250 Penalty: 2952.220947
	Iteration 32Q: 3 clusters Score -420586.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -420609.687500 Penalty: 2952.220947
	Iteration 33Q: 3 clusters Score -420609.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -420634.062500 Penalty: 2952.220947
	Iteration 34Q: 3 clusters Score -420634.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -420663.375000 Penalty: 2952.220947
	Iteration 35Q: 3 clusters Score -420663.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -420684.718750 Penalty: 2952.220947
	Iteration 36Q: 3 clusters Score -420684.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -420704.218750 Penalty: 2952.220947
	Iteration 37Q: 3 clusters Score -420704.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -420728.093750 Penalty: 2952.220947
	Iteration 38Q: 3 clusters Score -420728.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -420747.937500 Penalty: 2952.220947
	Iteration 39Q: 3 clusters Score -420747.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -420765.062500 Penalty: 2952.220947
	Iteration 40F: 3 clusters Score -420765.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -420785.156250 Penalty: 2952.220947
	Iteration 41Q: 3 clusters Score -420785.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -420801.031250 Penalty: 2952.220947
	Iteration 42Q: 3 clusters Score -420801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -420814.062500 Penalty: 2952.220947
	Iteration 43Q: 3 clusters Score -420814.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -420822.781250 Penalty: 2952.220947
	Iteration 44Q: 3 clusters Score -420822.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -420832.031250 Penalty: 2952.220947
	Iteration 45Q: 3 clusters Score -420832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -420837.250000 Penalty: 2952.220947
	Iteration 46Q: 3 clusters Score -420837.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -420845.125000 Penalty: 2952.220947
	Iteration 47Q: 3 clusters Score -420845.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -420854.468750 Penalty: 2952.220947
	Iteration 48Q: 3 clusters Score -420854.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -420859.468750 Penalty: 2952.220947
	Iteration 49Q: 3 clusters Score -420859.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -420864.812500 Penalty: 2952.220947
	Iteration 50Q: 3 clusters Score -420864.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -420869.343750 Penalty: 2952.220947
	Iteration 51Q: 3 clusters Score -420869.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -420875.062500 Penalty: 2952.220947
	Iteration 52Q: 3 clusters Score -420875.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -420880.031250 Penalty: 2952.220947
	Iteration 53Q: 3 clusters Score -420880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -420886.343750 Penalty: 2952.220947
	Iteration 54Q: 3 clusters Score -420886.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -420891.750000 Penalty: 2952.220947
	Iteration 55Q: 3 clusters Score -420891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -420893.687500 Penalty: 2952.220947
	Iteration 56Q: 3 clusters Score -420893.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -420896.312500 Penalty: 2952.220947
	Iteration 57Q: 3 clusters Score -420896.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -420899.500000 Penalty: 2952.220947
	Iteration 58Q: 3 clusters Score -420899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -420899.218750 Penalty: 2952.220947
	Iteration 59Q: 3 clusters Score -420899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -420902.687500 Penalty: 2952.220947
	Iteration 60F: 3 clusters Score -420902.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -420904.156250 Penalty: 2952.220947
	Iteration 61Q: 3 clusters Score -420904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -420908.593750 Penalty: 2952.220947
	Iteration 62Q: 3 clusters Score -420908.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -420914.875000 Penalty: 2952.220947
	Iteration 63Q: 3 clusters Score -420914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -420917.875000 Penalty: 2952.220947
	Iteration 64Q: 3 clusters Score -420917.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -420923.062500 Penalty: 2952.220947
	Iteration 65Q: 3 clusters Score -420923.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -420929.718750 Penalty: 2952.220947
	Iteration 66Q: 3 clusters Score -420929.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -420934.906250 Penalty: 2952.220947
	Iteration 67Q: 3 clusters Score -420934.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -420939.062500 Penalty: 2952.220947
	Iteration 68Q: 3 clusters Score -420939.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -420943.250000 Penalty: 2952.220947
	Iteration 69Q: 3 clusters Score -420943.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -420948.750000 Penalty: 2952.220947
	Iteration 70Q: 3 clusters Score -420948.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -420954.906250 Penalty: 2952.220947
	Iteration 71Q: 3 clusters Score -420954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -420956.625000 Penalty: 2952.220947
	Iteration 72Q: 3 clusters Score -420956.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -420958.281250 Penalty: 2952.220947
	Iteration 73Q: 3 clusters Score -420958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -420960.156250 Penalty: 2952.220947
	Iteration 74Q: 3 clusters Score -420960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -420961.625000 Penalty: 2952.220947
	Iteration 75Q: 3 clusters Score -420961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -420963.781250 Penalty: 2952.220947
	Iteration 76Q: 3 clusters Score -420963.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -420967.375000 Penalty: 2952.220947
	Iteration 77Q: 3 clusters Score -420967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -420969.062500 Penalty: 2952.220947
	Iteration 78Q: 3 clusters Score -420969.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -420972.937500 Penalty: 2952.220947
	Iteration 79Q: 3 clusters Score -420972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -420973.125000 Penalty: 2952.220947
	Iteration 80F: 3 clusters Score -420973.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Entering Unmasked Estep 
Score: -649352.500000 Penalty: 1542.679443
	Iteration 0F: 2 clusters Score -649352.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -640080.937500 Penalty: 3085.358887
	Iteration 0F: 3 clusters Score -640080.9 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -643189.437500 Penalty: 3085.358887
	Iteration 1F: 3 clusters Score -643189.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -643411.187500 Penalty: 3085.358887
	Iteration 2Q: 3 clusters Score -643411.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -643596.312500 Penalty: 3085.358887
	Iteration 3Q: 3 clusters Score -643596.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -643766.062500 Penalty: 3085.358887
	Iteration 4Q: 3 clusters Score -643766.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -643927.562500 Penalty: 3085.358887
	Iteration 5Q: 3 clusters Score -643927.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -644087.937500 Penalty: 3085.358887
	Iteration 6Q: 3 clusters Score -644087.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -644271.250000 Penalty: 3085.358887
	Iteration 7Q: 3 clusters Score -644271.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -644458.375000 Penalty: 3085.358887
	Iteration 8Q: 3 clusters Score -644458.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -644708.500000 Penalty: 3085.358887
	Iteration 9Q: 3 clusters Score -644708.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -644988.625000 Penalty: 3085.358887
	Iteration 10Q: 3 clusters Score -644988.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -645265.062500 Penalty: 3085.358887
	Iteration 11Q: 3 clusters Score -645265.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -645538.687500 Penalty: 3085.358887
	Iteration 12Q: 3 clusters Score -645538.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -645783.750000 Penalty: 3085.358887
	Iteration 13Q: 3 clusters Score -645783.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -646022.187500 Penalty: 3085.358887
	Iteration 14Q: 3 clusters Score -646022.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -646253.000000 Penalty: 3085.358887
	Iteration 15Q: 3 clusters Score -646253 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -646453.875000 Penalty: 3085.358887
	Iteration 16Q: 3 clusters Score -646453.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -646614.625000 Penalty: 3085.358887
	Iteration 17Q: 3 clusters Score -646614.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -646761.687500 Penalty: 3085.358887
	Iteration 18Q: 3 clusters Score -646761.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -646908.250000 Penalty: 3085.358887
	Iteration 19Q: 3 clusters Score -646908.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -647064.187500 Penalty: 3085.358887
	Iteration 20F: 3 clusters Score -647064.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -647197.250000 Penalty: 3085.358887
	Iteration 21Q: 3 clusters Score -647197.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -647328.937500 Penalty: 3085.358887
	Iteration 22Q: 3 clusters Score -647328.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -647435.812500 Penalty: 3085.358887
	Iteration 23Q: 3 clusters Score -647435.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -647541.875000 Penalty: 3085.358887
	Iteration 24Q: 3 clusters Score -647541.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -647627.250000 Penalty: 3085.358887
	Iteration 25Q: 3 clusters Score -647627.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -647715.250000 Penalty: 3085.358887
	Iteration 26Q: 3 clusters Score -647715.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -647789.750000 Penalty: 3085.358887
	Iteration 27Q: 3 clusters Score -647789.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -647847.312500 Penalty: 3085.358887
	Iteration 28Q: 3 clusters Score -647847.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -647889.875000 Penalty: 3085.358887
	Iteration 29Q: 3 clusters Score -647889.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -647919.125000 Penalty: 3085.358887
	Iteration 30Q: 3 clusters Score -647919.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -647952.937500 Penalty: 3085.358887
	Iteration 31Q: 3 clusters Score -647952.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -647975.687500 Penalty: 3085.358887
	Iteration 32Q: 3 clusters Score -647975.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -648004.125000 Penalty: 3085.358887
	Iteration 33Q: 3 clusters Score -648004.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -648026.812500 Penalty: 3085.358887
	Iteration 34Q: 3 clusters Score -648026.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -648045.250000 Penalty: 3085.358887
	Iteration 35Q: 3 clusters Score -648045.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -648057.500000 Penalty: 3085.358887
	Iteration 36Q: 3 clusters Score -648057.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -648072.750000 Penalty: 3085.358887
	Iteration 37Q: 3 clusters Score -648072.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -648081.500000 Penalty: 3085.358887
	Iteration 38Q: 3 clusters Score -648081.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -648091.187500 Penalty: 3085.358887
	Iteration 39Q: 3 clusters Score -648091.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -648098.000000 Penalty: 3085.358887
	Iteration 40F: 3 clusters Score -648098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -648104.812500 Penalty: 3085.358887
	Iteration 41Q: 3 clusters Score -648104.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -648110.125000 Penalty: 3085.358887
	Iteration 42Q: 3 clusters Score -648110.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -648117.687500 Penalty: 3085.358887
	Iteration 43Q: 3 clusters Score -648117.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -648122.750000 Penalty: 3085.358887
	Iteration 44Q: 3 clusters Score -648122.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -648129.187500 Penalty: 3085.358887
	Iteration 45Q: 3 clusters Score -648129.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -648133.937500 Penalty: 3085.358887
	Iteration 46Q: 3 clusters Score -648133.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -648139.250000 Penalty: 3085.358887
	Iteration 47Q: 3 clusters Score -648139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -648141.062500 Penalty: 3085.358887
	Iteration 48Q: 3 clusters Score -648141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -648142.125000 Penalty: 3085.358887
	Iteration 49Q: 3 clusters Score -648142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -648143.187500 Penalty: 3085.358887
	Iteration 50Q: 3 clusters Score -648143.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -648144.062500 Penalty: 3085.358887
	Iteration 51Q: 3 clusters Score -648144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -648145.062500 Penalty: 3085.358887
	Iteration 52Q: 3 clusters Score -648145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -648145.375000 Penalty: 3085.358887
	Iteration 53Q: 3 clusters Score -648145.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -648145.375000 Penalty: 3085.358887
	Iteration 54F: 3 clusters Score -648145.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Entering Unmasked Estep 
Score: -1207387.125000 Penalty: 1634.203613
	Iteration 0F: 2 clusters Score -1207387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1191674.125000 Penalty: 3268.407227
	Iteration 0F: 3 clusters Score -1191674 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1197843.750000 Penalty: 3268.407227
	Iteration 1F: 3 clusters Score -1197844 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1198555.625000 Penalty: 3268.407227
	Iteration 2F: 3 clusters Score -1198556 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1199332.625000 Penalty: 3268.407227
	Iteration 3F: 3 clusters Score -1199333 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1200240.500000 Penalty: 3268.407227
	Iteration 4F: 3 clusters Score -1200240 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1201462.625000 Penalty: 3268.407227
	Iteration 5F: 3 clusters Score -1201463 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1202922.875000 Penalty: 3268.407227
	Iteration 6F: 3 clusters Score -1202923 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1204232.125000 Penalty: 3268.407227
	Iteration 7F: 3 clusters Score -1204232 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -1205071.625000 Penalty: 3268.407227
	Iteration 8Q: 3 clusters Score -1205072 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1205522.875000 Penalty: 3268.407227
	Iteration 9Q: 3 clusters Score -1205523 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -1205824.250000 Penalty: 3268.407227
	Iteration 10Q: 3 clusters Score -1205824 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -1206002.750000 Penalty: 3268.407227
	Iteration 11Q: 3 clusters Score -1206003 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1206121.000000 Penalty: 3268.407227
	Iteration 12Q: 3 clusters Score -1206121 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1206208.125000 Penalty: 3268.407227
	Iteration 13Q: 3 clusters Score -1206208 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -1206257.375000 Penalty: 3268.407227
	Iteration 14Q: 3 clusters Score -1206257 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -1206290.500000 Penalty: 3268.407227
	Iteration 15Q: 3 clusters Score -1206290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1206318.500000 Penalty: 3268.407227
	Iteration 16Q: 3 clusters Score -1206318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1206341.625000 Penalty: 3268.407227
	Iteration 17Q: 3 clusters Score -1206342 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1206362.750000 Penalty: 3268.407227
	Iteration 18Q: 3 clusters Score -1206363 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1206377.500000 Penalty: 3268.407227
	Iteration 19Q: 3 clusters Score -1206378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -1206391.875000 Penalty: 3268.407227
	Iteration 20F: 3 clusters Score -1206392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1206406.000000 Penalty: 3268.407227
	Iteration 21Q: 3 clusters Score -1206406 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1206415.125000 Penalty: 3268.407227
	Iteration 22Q: 3 clusters Score -1206415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -1206421.500000 Penalty: 3268.407227
	Iteration 23Q: 3 clusters Score -1206422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -1206423.875000 Penalty: 3268.407227
	Iteration 24Q: 3 clusters Score -1206424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -1206427.250000 Penalty: 3268.407227
	Iteration 25Q: 3 clusters Score -1206427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1206423.375000 Penalty: 3268.407227
	Iteration 26Q: 3 clusters Score -1206423 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -1206434.500000 Penalty: 3268.407227
	Iteration 27Q: 3 clusters Score -1206434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1206435.125000 Penalty: 3268.407227
	Iteration 28Q: 3 clusters Score -1206435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -1206436.625000 Penalty: 3268.407227
	Iteration 29Q: 3 clusters Score -1206437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -1206439.125000 Penalty: 3268.407227
	Iteration 30Q: 3 clusters Score -1206439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -1206440.625000 Penalty: 3268.407227
	Iteration 31Q: 3 clusters Score -1206441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -1206440.000000 Penalty: 3268.407227
	Iteration 32Q: 3 clusters Score -1206440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -1206443.750000 Penalty: 3268.407227
	Iteration 33Q: 3 clusters Score -1206444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1206438.500000 Penalty: 3268.407227
	Iteration 34Q: 3 clusters Score -1206438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -1206443.375000 Penalty: 3268.407227
	Iteration 35Q: 3 clusters Score -1206443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -1206444.250000 Penalty: 3268.407227
	Iteration 36Q: 3 clusters Score -1206444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -1206443.000000 Penalty: 3268.407227
	Iteration 37Q: 3 clusters Score -1206443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -1206446.000000 Penalty: 3268.407227
	Iteration 38Q: 3 clusters Score -1206446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1206452.250000 Penalty: 3268.407227
	Iteration 39Q: 3 clusters Score -1206452 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -1206454.625000 Penalty: 3268.407227
	Iteration 40F: 3 clusters Score -1206455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -1206453.375000 Penalty: 3268.407227
	Iteration 41Q: 3 clusters Score -1206453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1206454.000000 Penalty: 3268.407227
	Iteration 42Q: 3 clusters Score -1206454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1206458.000000 Penalty: 3268.407227
	Iteration 43Q: 3 clusters Score -1206458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -1206462.500000 Penalty: 3268.407227
	Iteration 44Q: 3 clusters Score -1206462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -1206461.375000 Penalty: 3268.407227
	Iteration 45Q: 3 clusters Score -1206461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -1206463.125000 Penalty: 3268.407227
	Iteration 46Q: 3 clusters Score -1206463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -1206463.250000 Penalty: 3268.407227
	Iteration 47Q: 3 clusters Score -1206463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1206464.875000 Penalty: 3268.407227
	Iteration 48Q: 3 clusters Score -1206465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -1206466.750000 Penalty: 3268.407227
	Iteration 49Q: 3 clusters Score -1206467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -1206465.375000 Penalty: 3268.407227
	Iteration 50Q: 3 clusters Score -1206465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -1206466.625000 Penalty: 3268.407227
	Iteration 51Q: 3 clusters Score -1206467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1206469.875000 Penalty: 3268.407227
	Iteration 52Q: 3 clusters Score -1206470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1206470.875000 Penalty: 3268.407227
	Iteration 53Q: 3 clusters Score -1206471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -1206472.625000 Penalty: 3268.407227
	Iteration 54Q: 3 clusters Score -1206473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1206471.375000 Penalty: 3268.407227
	Iteration 55Q: 3 clusters Score -1206471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -1206475.500000 Penalty: 3268.407227
	Iteration 56Q: 3 clusters Score -1206476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -1206473.375000 Penalty: 3268.407227
	Iteration 57Q: 3 clusters Score -1206473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -1206472.750000 Penalty: 3268.407227
	Iteration 58Q: 3 clusters Score -1206473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -1206472.125000 Penalty: 3268.407227
	Iteration 59Q: 3 clusters Score -1206472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -1206469.125000 Penalty: 3268.407227
	Iteration 60F: 3 clusters Score -1206469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -1206471.125000 Penalty: 3268.407227
	Iteration 61Q: 3 clusters Score -1206471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -1206470.500000 Penalty: 3268.407227
	Iteration 62Q: 3 clusters Score -1206470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1206471.875000 Penalty: 3268.407227
	Iteration 63Q: 3 clusters Score -1206472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1206471.875000 Penalty: 3268.407227
	Iteration 64F: 3 clusters Score -1206472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -77469.468750 Penalty: 1203.984619
	Iteration 0F: 2 clusters Score -77469.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -75637.140625 Penalty: 2407.969238
	Iteration 0F: 3 clusters Score -75637.14 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -76069.679688 Penalty: 2407.969238
	Iteration 1F: 3 clusters Score -76069.68 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -76213.632812 Penalty: 2407.969238
	Iteration 2F: 3 clusters Score -76213.63 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -76373.484375 Penalty: 2407.969238
	Iteration 3F: 3 clusters Score -76373.48 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -76569.125000 Penalty: 2407.969238
	Iteration 4F: 3 clusters Score -76569.12 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76820.484375 Penalty: 2407.969238
	Iteration 5F: 3 clusters Score -76820.48 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -77100.156250 Penalty: 2407.969238
	Iteration 6F: 3 clusters Score -77100.16 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77275.656250 Penalty: 2407.969238
	Iteration 7F: 3 clusters Score -77275.66 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77349.976562 Penalty: 2407.969238
	Iteration 8Q: 3 clusters Score -77349.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -77381.210938 Penalty: 2407.969238
	Iteration 9Q: 3 clusters Score -77381.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -77397.015625 Penalty: 2407.969238
	Iteration 10Q: 3 clusters Score -77397.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77401.500000 Penalty: 2407.969238
	Iteration 11Q: 3 clusters Score -77401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77402.000000 Penalty: 2407.969238
	Iteration 12Q: 3 clusters Score -77402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77402.000000 Penalty: 2407.969238
	Iteration 13F: 3 clusters Score -77402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -570440.375000 Penalty: 1530.042358
	Iteration 0F: 2 clusters Score -570440.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -561759.187500 Penalty: 3060.084717
	Iteration 0F: 3 clusters Score -561759.2 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -564672.875000 Penalty: 3060.084717
	Iteration 1F: 3 clusters Score -564672.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -564926.437500 Penalty: 3060.084717
	Iteration 2F: 3 clusters Score -564926.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -565155.812500 Penalty: 3060.084717
	Iteration 3Q: 3 clusters Score -565155.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -565423.062500 Penalty: 3060.084717
	Iteration 4Q: 3 clusters Score -565423.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -565777.750000 Penalty: 3060.084717
	Iteration 5F: 3 clusters Score -565777.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -566252.312500 Penalty: 3060.084717
	Iteration 6F: 3 clusters Score -566252.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -566858.187500 Penalty: 3060.084717
	Iteration 7F: 3 clusters Score -566858.2 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -567575.812500 Penalty: 3060.084717
	Iteration 8F: 3 clusters Score -567575.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -568215.750000 Penalty: 3060.084717
	Iteration 9F: 3 clusters Score -568215.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -568636.375000 Penalty: 3060.084717
	Iteration 10Q: 3 clusters Score -568636.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -568913.125000 Penalty: 3060.084717
	Iteration 11Q: 3 clusters Score -568913.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -569108.250000 Penalty: 3060.084717
	Iteration 12Q: 3 clusters Score -569108.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -569268.500000 Penalty: 3060.084717
	Iteration 13Q: 3 clusters Score -569268.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -569361.187500 Penalty: 3060.084717
	Iteration 14Q: 3 clusters Score -569361.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -569425.250000 Penalty: 3060.084717
	Iteration 15Q: 3 clusters Score -569425.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -569481.000000 Penalty: 3060.084717
	Iteration 16Q: 3 clusters Score -569481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -569533.187500 Penalty: 3060.084717
	Iteration 17Q: 3 clusters Score -569533.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -569561.125000 Penalty: 3060.084717
	Iteration 18Q: 3 clusters Score -569561.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -569576.937500 Penalty: 3060.084717
	Iteration 19Q: 3 clusters Score -569576.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -569591.187500 Penalty: 3060.084717
	Iteration 20F: 3 clusters Score -569591.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -569597.250000 Penalty: 3060.084717
	Iteration 21Q: 3 clusters Score -569597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -569601.750000 Penalty: 3060.084717
	Iteration 22Q: 3 clusters Score -569601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -569604.437500 Penalty: 3060.084717
	Iteration 23Q: 3 clusters Score -569604.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -569605.375000 Penalty: 3060.084717
	Iteration 24Q: 3 clusters Score -569605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -569609.000000 Penalty: 3060.084717
	Iteration 25Q: 3 clusters Score -569609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -569608.625000 Penalty: 3060.084717
	Iteration 26Q: 3 clusters Score -569608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -569608.375000 Penalty: 3060.084717
	Iteration 27Q: 3 clusters Score -569608.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -569608.375000 Penalty: 3060.084717
	Iteration 28F: 3 clusters Score -569608.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -72563.156250 Penalty: 1212.048950
	Iteration 0F: 2 clusters Score -72563.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -70646.601562 Penalty: 2424.097900
	Iteration 0F: 3 clusters Score -70646.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -71072.117188 Penalty: 2424.097900
	Iteration 1F: 3 clusters Score -71072.12 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -71187.070312 Penalty: 2424.097900
	Iteration 2F: 3 clusters Score -71187.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -71235.007812 Penalty: 2424.097900
	Iteration 3Q: 3 clusters Score -71235.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -71266.960938 Penalty: 2424.097900
	Iteration 4Q: 3 clusters Score -71266.96 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -71298.078125 Penalty: 2424.097900
	Iteration 5Q: 3 clusters Score -71298.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71325.328125 Penalty: 2424.097900
	Iteration 6Q: 3 clusters Score -71325.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -71347.054688 Penalty: 2424.097900
	Iteration 7Q: 3 clusters Score -71347.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -71368.570312 Penalty: 2424.097900
	Iteration 8Q: 3 clusters Score -71368.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -71384.945312 Penalty: 2424.097900
	Iteration 9Q: 3 clusters Score -71384.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -71396.007812 Penalty: 2424.097900
	Iteration 10Q: 3 clusters Score -71396.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -71412.320312 Penalty: 2424.097900
	Iteration 11Q: 3 clusters Score -71412.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -71428.187500 Penalty: 2424.097900
	Iteration 12Q: 3 clusters Score -71428.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -71443.046875 Penalty: 2424.097900
	Iteration 13Q: 3 clusters Score -71443.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -71456.445312 Penalty: 2424.097900
	Iteration 14Q: 3 clusters Score -71456.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -71466.585938 Penalty: 2424.097900
	Iteration 15Q: 3 clusters Score -71466.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -71481.250000 Penalty: 2424.097900
	Iteration 16Q: 3 clusters Score -71481.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71492.117188 Penalty: 2424.097900
	Iteration 17Q: 3 clusters Score -71492.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71497.781250 Penalty: 2424.097900
	Iteration 18Q: 3 clusters Score -71497.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71500.898438 Penalty: 2424.097900
	Iteration 19Q: 3 clusters Score -71500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71503.734375 Penalty: 2424.097900
	Iteration 20F: 3 clusters Score -71503.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -71507.757812 Penalty: 2424.097900
	Iteration 21Q: 3 clusters Score -71507.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -71508.953125 Penalty: 2424.097900
	Iteration 22Q: 3 clusters Score -71508.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -71509.929688 Penalty: 2424.097900
	Iteration 23Q: 3 clusters Score -71509.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -71512.437500 Penalty: 2424.097900
	Iteration 24Q: 3 clusters Score -71512.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -71514.648438 Penalty: 2424.097900
	Iteration 25Q: 3 clusters Score -71514.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -71520.398438 Penalty: 2424.097900
	Iteration 26Q: 3 clusters Score -71520.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -71525.507812 Penalty: 2424.097900
	Iteration 27Q: 3 clusters Score -71525.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71528.164062 Penalty: 2424.097900
	Iteration 28Q: 3 clusters Score -71528.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71529.460938 Penalty: 2424.097900
	Iteration 29Q: 3 clusters Score -71529.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -71530.695312 Penalty: 2424.097900
	Iteration 30Q: 3 clusters Score -71530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71531.132812 Penalty: 2424.097900
	Iteration 31Q: 3 clusters Score -71531.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71531.867188 Penalty: 2424.097900
	Iteration 32Q: 3 clusters Score -71531.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71532.289062 Penalty: 2424.097900
	Iteration 33Q: 3 clusters Score -71532.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -71532.289062 Penalty: 2424.097900
	Iteration 34F: 3 clusters Score -71532.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (107605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107605 members 
Entering Unmasked Estep 
Score: -5304138.500000 Penalty: 1882.761230
	Iteration 0F: 2 clusters Score -5304138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -5232181.000000 Penalty: 3765.522461
	Iteration 0F: 3 clusters Score -5232181 nChanged 51470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 57371 members 
Entering Unmasked Estep 
Score: -5262759.000000 Penalty: 3765.522461
	Iteration 1F: 3 clusters Score -5262759 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -5264403.000000 Penalty: 3765.522461
	Iteration 2Q: 3 clusters Score -5264403 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 62913 members 
Entering Unmasked Estep 
Score: -5266846.500000 Penalty: 3765.522461
	Iteration 3F: 3 clusters Score -5266846 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -5270976.000000 Penalty: 3765.522461
	Iteration 4F: 3 clusters Score -5270976 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 74111 members 
Entering Unmasked Estep 
Score: -5277207.500000 Penalty: 3765.522461
	Iteration 5F: 3 clusters Score -5277208 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -5284643.500000 Penalty: 3765.522461
	Iteration 6F: 3 clusters Score -5284644 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 86997 members 
Entering Unmasked Estep 
Score: -5291836.000000 Penalty: 3765.522461
	Iteration 7F: 3 clusters Score -5291836 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -5296934.500000 Penalty: 3765.522461
	Iteration 8Q: 3 clusters Score -5296934 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -5299416.000000 Penalty: 3765.522461
	Iteration 9Q: 3 clusters Score -5299416 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -5300560.000000 Penalty: 3765.522461
	Iteration 10Q: 3 clusters Score -5300560 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -5301214.500000 Penalty: 3765.522461
	Iteration 11Q: 3 clusters Score -5301214 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -5301677.500000 Penalty: 3765.522461
	Iteration 12Q: 3 clusters Score -5301678 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 98682 members 
Entering Unmasked Estep 
Score: -5302047.500000 Penalty: 3765.522461
	Iteration 13Q: 3 clusters Score -5302048 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -5302338.500000 Penalty: 3765.522461
	Iteration 14Q: 3 clusters Score -5302338 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 100336 members 
Entering Unmasked Estep 
Score: -5302599.000000 Penalty: 3765.522461
	Iteration 15Q: 3 clusters Score -5302599 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -5302819.000000 Penalty: 3765.522461
	Iteration 16Q: 3 clusters Score -5302819 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -5302957.500000 Penalty: 3765.522461
	Iteration 17Q: 3 clusters Score -5302958 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 102045 members 
Entering Unmasked Estep 
Score: -5303100.500000 Penalty: 3765.522461
	Iteration 18Q: 3 clusters Score -5303100 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 102489 members 
Entering Unmasked Estep 
Score: -5303249.000000 Penalty: 3765.522461
	Iteration 19Q: 3 clusters Score -5303249 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 102858 members 
Entering Unmasked Estep 
Score: -5303362.500000 Penalty: 3765.522461
	Iteration 20F: 3 clusters Score -5303362 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -5303483.500000 Penalty: 3765.522461
	Iteration 21Q: 3 clusters Score -5303484 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 103472 members 
Entering Unmasked Estep 
Score: -5303580.000000 Penalty: 3765.522461
	Iteration 22Q: 3 clusters Score -5303580 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -5303669.000000 Penalty: 3765.522461
	Iteration 23Q: 3 clusters Score -5303669 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -5303734.000000 Penalty: 3765.522461
	Iteration 24Q: 3 clusters Score -5303734 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 104136 members 
Entering Unmasked Estep 
Score: -5303832.500000 Penalty: 3765.522461
	Iteration 25Q: 3 clusters Score -5303832 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -5303890.500000 Penalty: 3765.522461
	Iteration 26Q: 3 clusters Score -5303890 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 104460 members 
Entering Unmasked Estep 
Score: -5303915.000000 Penalty: 3765.522461
	Iteration 27Q: 3 clusters Score -5303915 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 104589 members 
Entering Unmasked Estep 
Score: -5303971.000000 Penalty: 3765.522461
	Iteration 28Q: 3 clusters Score -5303971 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 104710 members 
Entering Unmasked Estep 
Score: -5304025.500000 Penalty: 3765.522461
	Iteration 29Q: 3 clusters Score -5304026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -5304069.500000 Penalty: 3765.522461
	Iteration 30Q: 3 clusters Score -5304070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -5304097.000000 Penalty: 3765.522461
	Iteration 31Q: 3 clusters Score -5304097 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 104963 members 
Entering Unmasked Estep 
Score: -5304114.500000 Penalty: 3765.522461
	Iteration 32Q: 3 clusters Score -5304114 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -5304156.500000 Penalty: 3765.522461
	Iteration 33Q: 3 clusters Score -5304156 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 105105 members 
Entering Unmasked Estep 
Score: -5304179.000000 Penalty: 3765.522461
	Iteration 34Q: 3 clusters Score -5304179 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 105172 members 
Entering Unmasked Estep 
Score: -5304200.000000 Penalty: 3765.522461
	Iteration 35Q: 3 clusters Score -5304200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 105221 members 
Entering Unmasked Estep 
Score: -5304217.000000 Penalty: 3765.522461
	Iteration 36Q: 3 clusters Score -5304217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 105249 members 
Entering Unmasked Estep 
Score: -5304228.500000 Penalty: 3765.522461
	Iteration 37Q: 3 clusters Score -5304228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 105277 members 
Entering Unmasked Estep 
Score: -5304226.000000 Penalty: 3765.522461
	Iteration 38Q: 3 clusters Score -5304226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 105304 members 
Entering Unmasked Estep 
Score: -5304239.500000 Penalty: 3765.522461
	Iteration 39Q: 3 clusters Score -5304240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 105326 members 
Entering Unmasked Estep 
Score: -5304250.000000 Penalty: 3765.522461
	Iteration 40F: 3 clusters Score -5304250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -5304248.000000 Penalty: 3765.522461
	Iteration 41Q: 3 clusters Score -5304248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 105339 members 
Entering Unmasked Estep 
Score: -5304246.500000 Penalty: 3765.522461
	Iteration 42Q: 3 clusters Score -5304246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 105343 members 
Entering Unmasked Estep 
Score: -5304255.000000 Penalty: 3765.522461
	Iteration 43Q: 3 clusters Score -5304255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 105347 members 
Entering Unmasked Estep 
Score: -5304258.500000 Penalty: 3765.522461
	Iteration 44Q: 3 clusters Score -5304258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 105350 members 
Entering Unmasked Estep 
Score: -5304255.500000 Penalty: 3765.522461
	Iteration 45Q: 3 clusters Score -5304256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 105349 members 
Entering Unmasked Estep 
Score: -5304255.000000 Penalty: 3765.522461
	Iteration 46Q: 3 clusters Score -5304255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 105350 members 
Entering Unmasked Estep 
Score: -5304256.500000 Penalty: 3765.522461
	Iteration 47Q: 3 clusters Score -5304256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 105353 members 
Entering Unmasked Estep 
Score: -5304256.500000 Penalty: 3765.522461
	Iteration 48Q: 3 clusters Score -5304256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 105353 members 
Entering Unmasked Estep 
Score: -5304257.000000 Penalty: 3765.522461
	Iteration 49Q: 3 clusters Score -5304257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -5304256.500000 Penalty: 3765.522461
	Iteration 50Q: 3 clusters Score -5304256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 105353 members 
Entering Unmasked Estep 
Score: -5304261.000000 Penalty: 3765.522461
	Iteration 51Q: 3 clusters Score -5304261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 105356 members 
Entering Unmasked Estep 
Score: -5304259.500000 Penalty: 3765.522461
	Iteration 52Q: 3 clusters Score -5304260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 105358 members 
Entering Unmasked Estep 
Score: -5304259.500000 Penalty: 3765.522461
	Iteration 53Q: 3 clusters Score -5304260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -5304264.500000 Penalty: 3765.522461
	Iteration 54Q: 3 clusters Score -5304264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -5304264.500000 Penalty: 3765.522461
	Iteration 55F: 3 clusters Score -5304264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327089 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 8811 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 23310 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 13576 members 
Mstep: Class 14 contains 18216 members 
Mstep: Class 15 contains 105359 members 
Mstep: Class 16 contains 4504 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 32186 members 
Mstep: Class 19 contains 8563 members 
Entering Unmasked Estep 
Score: -28195928.000000 Penalty: 41003.015625
Splitting cluster 12 changes total score from -28196126.000000 to -28195928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (13576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Entering Unmasked Estep 
Score: -660020.375000 Penalty: 1546.359619
	Iteration 0F: 2 clusters Score -660020.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -650509.437500 Penalty: 3092.719238
	Iteration 0F: 3 clusters Score -650509.4 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -653812.562500 Penalty: 3092.719238
	Iteration 1F: 3 clusters Score -653812.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -654085.687500 Penalty: 3092.719238
	Iteration 2F: 3 clusters Score -654085.7 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -654353.125000 Penalty: 3092.719238
	Iteration 3Q: 3 clusters Score -654353.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -654660.625000 Penalty: 3092.719238
	Iteration 4Q: 3 clusters Score -654660.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -655059.125000 Penalty: 3092.719238
	Iteration 5F: 3 clusters Score -655059.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -655609.937500 Penalty: 3092.719238
	Iteration 6F: 3 clusters Score -655609.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -656310.375000 Penalty: 3092.719238
	Iteration 7F: 3 clusters Score -656310.4 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -657069.937500 Penalty: 3092.719238
	Iteration 8F: 3 clusters Score -657069.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -657723.437500 Penalty: 3092.719238
	Iteration 9F: 3 clusters Score -657723.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -658116.625000 Penalty: 3092.719238
	Iteration 10Q: 3 clusters Score -658116.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -658352.937500 Penalty: 3092.719238
	Iteration 11Q: 3 clusters Score -658352.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -658484.937500 Penalty: 3092.719238
	Iteration 12Q: 3 clusters Score -658484.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -658572.812500 Penalty: 3092.719238
	Iteration 13Q: 3 clusters Score -658572.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -658624.000000 Penalty: 3092.719238
	Iteration 14Q: 3 clusters Score -658624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -658639.187500 Penalty: 3092.719238
	Iteration 15Q: 3 clusters Score -658639.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -658659.000000 Penalty: 3092.719238
	Iteration 16Q: 3 clusters Score -658659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -658677.187500 Penalty: 3092.719238
	Iteration 17Q: 3 clusters Score -658677.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -658694.750000 Penalty: 3092.719238
	Iteration 18Q: 3 clusters Score -658694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -658706.062500 Penalty: 3092.719238
	Iteration 19Q: 3 clusters Score -658706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -658710.937500 Penalty: 3092.719238
	Iteration 20F: 3 clusters Score -658710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -658714.187500 Penalty: 3092.719238
	Iteration 21Q: 3 clusters Score -658714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -658713.562500 Penalty: 3092.719238
	Iteration 22Q: 3 clusters Score -658713.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -658713.562500 Penalty: 3092.719238
	Iteration 23F: 3 clusters Score -658713.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Entering Unmasked Estep 
Score: -887031.687500 Penalty: 1594.134033
	Iteration 0F: 2 clusters Score -887031.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -874645.125000 Penalty: 3188.268066
	Iteration 0F: 3 clusters Score -874645.1 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -879066.250000 Penalty: 3188.268066
	Iteration 1F: 3 clusters Score -879066.2 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -879373.625000 Penalty: 3188.268066
	Iteration 2Q: 3 clusters Score -879373.6 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -879675.250000 Penalty: 3188.268066
	Iteration 3Q: 3 clusters Score -879675.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -879988.875000 Penalty: 3188.268066
	Iteration 4Q: 3 clusters Score -879988.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -880327.750000 Penalty: 3188.268066
	Iteration 5Q: 3 clusters Score -880327.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -880732.062500 Penalty: 3188.268066
	Iteration 6Q: 3 clusters Score -880732.1 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -881190.250000 Penalty: 3188.268066
	Iteration 7Q: 3 clusters Score -881190.2 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -881698.687500 Penalty: 3188.268066
	Iteration 8Q: 3 clusters Score -881698.7 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -882233.687500 Penalty: 3188.268066
	Iteration 9Q: 3 clusters Score -882233.7 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -882719.437500 Penalty: 3188.268066
	Iteration 10Q: 3 clusters Score -882719.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -883096.812500 Penalty: 3188.268066
	Iteration 11Q: 3 clusters Score -883096.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -883400.625000 Penalty: 3188.268066
	Iteration 12Q: 3 clusters Score -883400.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -883639.687500 Penalty: 3188.268066
	Iteration 13Q: 3 clusters Score -883639.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -883843.687500 Penalty: 3188.268066
	Iteration 14Q: 3 clusters Score -883843.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -883998.062500 Penalty: 3188.268066
	Iteration 15Q: 3 clusters Score -883998.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -884128.062500 Penalty: 3188.268066
	Iteration 16Q: 3 clusters Score -884128.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -884245.750000 Penalty: 3188.268066
	Iteration 17Q: 3 clusters Score -884245.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -884335.812500 Penalty: 3188.268066
	Iteration 18Q: 3 clusters Score -884335.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -884414.500000 Penalty: 3188.268066
	Iteration 19Q: 3 clusters Score -884414.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -884496.562500 Penalty: 3188.268066
	Iteration 20F: 3 clusters Score -884496.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -884574.312500 Penalty: 3188.268066
	Iteration 21Q: 3 clusters Score -884574.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -884632.437500 Penalty: 3188.268066
	Iteration 22Q: 3 clusters Score -884632.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -884694.687500 Penalty: 3188.268066
	Iteration 23Q: 3 clusters Score -884694.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -884748.812500 Penalty: 3188.268066
	Iteration 24Q: 3 clusters Score -884748.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -884821.187500 Penalty: 3188.268066
	Iteration 25Q: 3 clusters Score -884821.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -884889.437500 Penalty: 3188.268066
	Iteration 26Q: 3 clusters Score -884889.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -884983.562500 Penalty: 3188.268066
	Iteration 27Q: 3 clusters Score -884983.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -885080.000000 Penalty: 3188.268066
	Iteration 28Q: 3 clusters Score -885080 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -885159.500000 Penalty: 3188.268066
	Iteration 29Q: 3 clusters Score -885159.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -885227.062500 Penalty: 3188.268066
	Iteration 30Q: 3 clusters Score -885227.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -885289.875000 Penalty: 3188.268066
	Iteration 31Q: 3 clusters Score -885289.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -885336.937500 Penalty: 3188.268066
	Iteration 32Q: 3 clusters Score -885336.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -885381.312500 Penalty: 3188.268066
	Iteration 33Q: 3 clusters Score -885381.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -885430.625000 Penalty: 3188.268066
	Iteration 34Q: 3 clusters Score -885430.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -885462.500000 Penalty: 3188.268066
	Iteration 35Q: 3 clusters Score -885462.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -885494.062500 Penalty: 3188.268066
	Iteration 36Q: 3 clusters Score -885494.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -885524.250000 Penalty: 3188.268066
	Iteration 37Q: 3 clusters Score -885524.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -885543.187500 Penalty: 3188.268066
	Iteration 38Q: 3 clusters Score -885543.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -885570.312500 Penalty: 3188.268066
	Iteration 39Q: 3 clusters Score -885570.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -885591.437500 Penalty: 3188.268066
	Iteration 40F: 3 clusters Score -885591.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -885614.187500 Penalty: 3188.268066
	Iteration 41Q: 3 clusters Score -885614.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -885638.187500 Penalty: 3188.268066
	Iteration 42Q: 3 clusters Score -885638.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -885656.250000 Penalty: 3188.268066
	Iteration 43Q: 3 clusters Score -885656.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -885676.625000 Penalty: 3188.268066
	Iteration 44Q: 3 clusters Score -885676.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -885693.062500 Penalty: 3188.268066
	Iteration 45Q: 3 clusters Score -885693.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -885709.437500 Penalty: 3188.268066
	Iteration 46Q: 3 clusters Score -885709.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -885720.875000 Penalty: 3188.268066
	Iteration 47Q: 3 clusters Score -885720.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -885726.937500 Penalty: 3188.268066
	Iteration 48Q: 3 clusters Score -885726.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -885729.750000 Penalty: 3188.268066
	Iteration 49Q: 3 clusters Score -885729.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -885734.250000 Penalty: 3188.268066
	Iteration 50Q: 3 clusters Score -885734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -885736.375000 Penalty: 3188.268066
	Iteration 51Q: 3 clusters Score -885736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -885737.437500 Penalty: 3188.268066
	Iteration 52Q: 3 clusters Score -885737.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -885737.875000 Penalty: 3188.268066
	Iteration 53Q: 3 clusters Score -885737.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -885738.562500 Penalty: 3188.268066
	Iteration 54Q: 3 clusters Score -885738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -885740.062500 Penalty: 3188.268066
	Iteration 55Q: 3 clusters Score -885740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -885741.125000 Penalty: 3188.268066
	Iteration 56Q: 3 clusters Score -885741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -885741.000000 Penalty: 3188.268066
	Iteration 57Q: 3 clusters Score -885741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -885741.937500 Penalty: 3188.268066
	Iteration 58Q: 3 clusters Score -885741.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -885746.125000 Penalty: 3188.268066
	Iteration 59Q: 3 clusters Score -885746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -885746.250000 Penalty: 3188.268066
	Iteration 60F: 3 clusters Score -885746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -885746.625000 Penalty: 3188.268066
	Iteration 61Q: 3 clusters Score -885746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -885749.250000 Penalty: 3188.268066
	Iteration 62Q: 3 clusters Score -885749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -885750.000000 Penalty: 3188.268066
	Iteration 63Q: 3 clusters Score -885750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -885751.250000 Penalty: 3188.268066
	Iteration 64Q: 3 clusters Score -885751.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -885751.250000 Penalty: 3188.268066
	Iteration 65F: 3 clusters Score -885751.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Entering Unmasked Estep 
Score: -183028.421875 Penalty: 1367.067261
	Iteration 0F: 2 clusters Score -183028.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -179330.828125 Penalty: 2734.134521
	Iteration 0F: 3 clusters Score -179330.8 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -180311.406250 Penalty: 2734.134521
	Iteration 1F: 3 clusters Score -180311.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -180478.484375 Penalty: 2734.134521
	Iteration 2F: 3 clusters Score -180478.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -180594.796875 Penalty: 2734.134521
	Iteration 3F: 3 clusters Score -180594.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -180689.906250 Penalty: 2734.134521
	Iteration 4Q: 3 clusters Score -180689.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -180780.812500 Penalty: 2734.134521
	Iteration 5Q: 3 clusters Score -180780.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -180859.390625 Penalty: 2734.134521
	Iteration 6Q: 3 clusters Score -180859.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -180942.796875 Penalty: 2734.134521
	Iteration 7Q: 3 clusters Score -180942.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -181029.421875 Penalty: 2734.134521
	Iteration 8Q: 3 clusters Score -181029.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -181114.953125 Penalty: 2734.134521
	Iteration 9Q: 3 clusters Score -181115 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -181222.500000 Penalty: 2734.134521
	Iteration 10Q: 3 clusters Score -181222.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -181338.046875 Penalty: 2734.134521
	Iteration 11Q: 3 clusters Score -181338 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -181443.312500 Penalty: 2734.134521
	Iteration 12Q: 3 clusters Score -181443.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -181521.062500 Penalty: 2734.134521
	Iteration 13Q: 3 clusters Score -181521.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -181580.171875 Penalty: 2734.134521
	Iteration 14Q: 3 clusters Score -181580.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -181644.921875 Penalty: 2734.134521
	Iteration 15Q: 3 clusters Score -181644.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -181701.671875 Penalty: 2734.134521
	Iteration 16Q: 3 clusters Score -181701.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -181746.015625 Penalty: 2734.134521
	Iteration 17Q: 3 clusters Score -181746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -181783.906250 Penalty: 2734.134521
	Iteration 18Q: 3 clusters Score -181783.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -181827.578125 Penalty: 2734.134521
	Iteration 19Q: 3 clusters Score -181827.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -181885.375000 Penalty: 2734.134521
	Iteration 20F: 3 clusters Score -181885.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -181939.750000 Penalty: 2734.134521
	Iteration 21Q: 3 clusters Score -181939.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -181981.578125 Penalty: 2734.134521
	Iteration 22Q: 3 clusters Score -181981.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -182017.015625 Penalty: 2734.134521
	Iteration 23Q: 3 clusters Score -182017 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -182041.625000 Penalty: 2734.134521
	Iteration 24Q: 3 clusters Score -182041.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -182057.203125 Penalty: 2734.134521
	Iteration 25Q: 3 clusters Score -182057.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -182069.187500 Penalty: 2734.134521
	Iteration 26Q: 3 clusters Score -182069.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -182073.453125 Penalty: 2734.134521
	Iteration 27Q: 3 clusters Score -182073.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -182076.156250 Penalty: 2734.134521
	Iteration 28Q: 3 clusters Score -182076.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -182077.265625 Penalty: 2734.134521
	Iteration 29Q: 3 clusters Score -182077.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -182078.671875 Penalty: 2734.134521
	Iteration 30Q: 3 clusters Score -182078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -182081.015625 Penalty: 2734.134521
	Iteration 31Q: 3 clusters Score -182081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -182082.390625 Penalty: 2734.134521
	Iteration 32Q: 3 clusters Score -182082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -182082.828125 Penalty: 2734.134521
	Iteration 33Q: 3 clusters Score -182082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -182082.703125 Penalty: 2734.134521
	Iteration 34Q: 3 clusters Score -182082.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -182083.250000 Penalty: 2734.134521
	Iteration 35Q: 3 clusters Score -182083.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -182083.625000 Penalty: 2734.134521
	Iteration 36Q: 3 clusters Score -182083.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -182084.078125 Penalty: 2734.134521
	Iteration 37Q: 3 clusters Score -182084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -182084.843750 Penalty: 2734.134521
	Iteration 38Q: 3 clusters Score -182084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -182085.515625 Penalty: 2734.134521
	Iteration 39Q: 3 clusters Score -182085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -182085.859375 Penalty: 2734.134521
	Iteration 40F: 3 clusters Score -182085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -182086.218750 Penalty: 2734.134521
	Iteration 41Q: 3 clusters Score -182086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -182086.359375 Penalty: 2734.134521
	Iteration 42Q: 3 clusters Score -182086.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -182086.921875 Penalty: 2734.134521
	Iteration 43Q: 3 clusters Score -182086.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -182087.328125 Penalty: 2734.134521
	Iteration 44Q: 3 clusters Score -182087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -182087.343750 Penalty: 2734.134521
	Iteration 45Q: 3 clusters Score -182087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -182087.343750 Penalty: 2734.134521
	Iteration 46F: 3 clusters Score -182087.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -72780.046875 Penalty: 1197.662476
	Iteration 0F: 2 clusters Score -72780.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -70964.953125 Penalty: 2395.324951
	Iteration 0F: 3 clusters Score -70964.95 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -71333.757812 Penalty: 2395.324951
	Iteration 1F: 3 clusters Score -71333.76 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -71456.625000 Penalty: 2395.324951
	Iteration 2F: 3 clusters Score -71456.62 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -71520.218750 Penalty: 2395.324951
	Iteration 3Q: 3 clusters Score -71520.22 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -71553.281250 Penalty: 2395.324951
	Iteration 4Q: 3 clusters Score -71553.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -71578.585938 Penalty: 2395.324951
	Iteration 5Q: 3 clusters Score -71578.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -71604.875000 Penalty: 2395.324951
	Iteration 6Q: 3 clusters Score -71604.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -71624.468750 Penalty: 2395.324951
	Iteration 7Q: 3 clusters Score -71624.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71643.125000 Penalty: 2395.324951
	Iteration 8Q: 3 clusters Score -71643.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -71659.000000 Penalty: 2395.324951
	Iteration 9Q: 3 clusters Score -71659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -71670.992188 Penalty: 2395.324951
	Iteration 10Q: 3 clusters Score -71670.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -71681.445312 Penalty: 2395.324951
	Iteration 11Q: 3 clusters Score -71681.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -71690.140625 Penalty: 2395.324951
	Iteration 12Q: 3 clusters Score -71690.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -71695.265625 Penalty: 2395.324951
	Iteration 13Q: 3 clusters Score -71695.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -71700.640625 Penalty: 2395.324951
	Iteration 14Q: 3 clusters Score -71700.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -71704.679688 Penalty: 2395.324951
	Iteration 15Q: 3 clusters Score -71704.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -71711.046875 Penalty: 2395.324951
	Iteration 16Q: 3 clusters Score -71711.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -71719.171875 Penalty: 2395.324951
	Iteration 17Q: 3 clusters Score -71719.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -71729.000000 Penalty: 2395.324951
	Iteration 18Q: 3 clusters Score -71729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -71734.382812 Penalty: 2395.324951
	Iteration 19Q: 3 clusters Score -71734.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -71739.648438 Penalty: 2395.324951
	Iteration 20F: 3 clusters Score -71739.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -71745.140625 Penalty: 2395.324951
	Iteration 21Q: 3 clusters Score -71745.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71751.085938 Penalty: 2395.324951
	Iteration 22Q: 3 clusters Score -71751.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -71761.515625 Penalty: 2395.324951
	Iteration 23Q: 3 clusters Score -71761.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -71774.546875 Penalty: 2395.324951
	Iteration 24Q: 3 clusters Score -71774.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -71790.312500 Penalty: 2395.324951
	Iteration 25Q: 3 clusters Score -71790.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -71800.078125 Penalty: 2395.324951
	Iteration 26Q: 3 clusters Score -71800.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -71804.718750 Penalty: 2395.324951
	Iteration 27Q: 3 clusters Score -71804.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -71807.390625 Penalty: 2395.324951
	Iteration 28Q: 3 clusters Score -71807.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71807.875000 Penalty: 2395.324951
	Iteration 29Q: 3 clusters Score -71807.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71808.398438 Penalty: 2395.324951
	Iteration 30Q: 3 clusters Score -71808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71808.398438 Penalty: 2395.324951
	Iteration 31F: 3 clusters Score -71808.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Entering Unmasked Estep 
Score: -1633370.000000 Penalty: 1686.634155
	Iteration 0F: 2 clusters Score -1633370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1611728.875000 Penalty: 3373.268311
	Iteration 0F: 3 clusters Score -1611729 nChanged 14868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1619896.750000 Penalty: 3373.268311
	Iteration 1F: 3 clusters Score -1619897 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -1620183.500000 Penalty: 3373.268311
	Iteration 2Q: 3 clusters Score -1620184 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -1620449.875000 Penalty: 3373.268311
	Iteration 3Q: 3 clusters Score -1620450 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1620717.375000 Penalty: 3373.268311
	Iteration 4Q: 3 clusters Score -1620717 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1620965.000000 Penalty: 3373.268311
	Iteration 5Q: 3 clusters Score -1620965 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -1621260.125000 Penalty: 3373.268311
	Iteration 6Q: 3 clusters Score -1621260 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1621595.000000 Penalty: 3373.268311
	Iteration 7Q: 3 clusters Score -1621595 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1622036.125000 Penalty: 3373.268311
	Iteration 8Q: 3 clusters Score -1622036 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1622732.125000 Penalty: 3373.268311
	Iteration 9Q: 3 clusters Score -1622732 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1623823.000000 Penalty: 3373.268311
	Iteration 10F: 3 clusters Score -1623823 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -1625200.000000 Penalty: 3373.268311
	Iteration 11F: 3 clusters Score -1625200 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -1626507.000000 Penalty: 3373.268311
	Iteration 12F: 3 clusters Score -1626507 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -1627413.375000 Penalty: 3373.268311
	Iteration 13Q: 3 clusters Score -1627413 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -1627875.125000 Penalty: 3373.268311
	Iteration 14Q: 3 clusters Score -1627875 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -1628087.375000 Penalty: 3373.268311
	Iteration 15Q: 3 clusters Score -1628087 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1628241.750000 Penalty: 3373.268311
	Iteration 16Q: 3 clusters Score -1628242 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -1628358.375000 Penalty: 3373.268311
	Iteration 17Q: 3 clusters Score -1628358 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -1628453.875000 Penalty: 3373.268311
	Iteration 18Q: 3 clusters Score -1628454 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1628540.000000 Penalty: 3373.268311
	Iteration 19Q: 3 clusters Score -1628540 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -1628612.250000 Penalty: 3373.268311
	Iteration 20F: 3 clusters Score -1628612 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -1628679.875000 Penalty: 3373.268311
	Iteration 21Q: 3 clusters Score -1628680 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -1628734.875000 Penalty: 3373.268311
	Iteration 22Q: 3 clusters Score -1628735 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -1628786.000000 Penalty: 3373.268311
	Iteration 23Q: 3 clusters Score -1628786 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -1628840.625000 Penalty: 3373.268311
	Iteration 24Q: 3 clusters Score -1628841 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -1628872.625000 Penalty: 3373.268311
	Iteration 25Q: 3 clusters Score -1628873 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -1628922.125000 Penalty: 3373.268311
	Iteration 26Q: 3 clusters Score -1628922 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -1628987.375000 Penalty: 3373.268311
	Iteration 27Q: 3 clusters Score -1628987 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -1629027.375000 Penalty: 3373.268311
	Iteration 28Q: 3 clusters Score -1629027 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -1629073.375000 Penalty: 3373.268311
	Iteration 29Q: 3 clusters Score -1629073 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -1629144.250000 Penalty: 3373.268311
	Iteration 30Q: 3 clusters Score -1629144 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -1629204.000000 Penalty: 3373.268311
	Iteration 31Q: 3 clusters Score -1629204 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -1629253.500000 Penalty: 3373.268311
	Iteration 32Q: 3 clusters Score -1629254 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -1629317.250000 Penalty: 3373.268311
	Iteration 33Q: 3 clusters Score -1629317 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -1629367.875000 Penalty: 3373.268311
	Iteration 34Q: 3 clusters Score -1629368 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -1629413.750000 Penalty: 3373.268311
	Iteration 35Q: 3 clusters Score -1629414 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -1629448.500000 Penalty: 3373.268311
	Iteration 36Q: 3 clusters Score -1629448 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -1629487.125000 Penalty: 3373.268311
	Iteration 37Q: 3 clusters Score -1629487 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -1629542.000000 Penalty: 3373.268311
	Iteration 38Q: 3 clusters Score -1629542 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -1629598.000000 Penalty: 3373.268311
	Iteration 39Q: 3 clusters Score -1629598 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1629650 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1629706 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1629769 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1629849 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1629921 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1629996 nChanged 257
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1630082 nChanged 257
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Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1630178 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1630262 nChanged 258
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Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1630352 nChanged 264
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Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1630454 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1630545 nChanged 228
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Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1630616 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1630676 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1630751 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1630809 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1630868 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1630918 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1630970 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1631027 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1631083 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1631149 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1631195 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -1631238.875000 Penalty: 3373.268311
	Iteration 63Q: 3 clusters Score -1631239 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1631277 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1631319 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1631356 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1631396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1631423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1631451 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1631480 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1631504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1631523 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1631545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1631560 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1631571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1631585 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1631595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1631610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1631624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1631638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1631657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -1631673.000000 Penalty: 3373.268311
	Iteration 82Q: 3 clusters Score -1631673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -1631688.250000 Penalty: 3373.268311
	Iteration 83Q: 3 clusters Score -1631688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -1631698.750000 Penalty: 3373.268311
	Iteration 84Q: 3 clusters Score -1631699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -1631709.125000 Penalty: 3373.268311
	Iteration 85Q: 3 clusters Score -1631709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -1631713.750000 Penalty: 3373.268311
	Iteration 86Q: 3 clusters Score -1631714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -1631718.000000 Penalty: 3373.268311
	Iteration 87Q: 3 clusters Score -1631718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -1631723.000000 Penalty: 3373.268311
	Iteration 88Q: 3 clusters Score -1631723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -1631729.875000 Penalty: 3373.268311
	Iteration 89Q: 3 clusters Score -1631730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -1631739.625000 Penalty: 3373.268311
	Iteration 90Q: 3 clusters Score -1631740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -1631741.125000 Penalty: 3373.268311
	Iteration 91Q: 3 clusters Score -1631741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -1631752.750000 Penalty: 3373.268311
	Iteration 92Q: 3 clusters Score -1631753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -1631754.875000 Penalty: 3373.268311
	Iteration 93Q: 3 clusters Score -1631755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -1631755.500000 Penalty: 3373.268311
	Iteration 94Q: 3 clusters Score -1631756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -1631762.875000 Penalty: 3373.268311
	Iteration 95Q: 3 clusters Score -1631763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -1631762.875000 Penalty: 3373.268311
	Iteration 96Q: 3 clusters Score -1631763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -1631766.250000 Penalty: 3373.268311
	Iteration 97Q: 3 clusters Score -1631766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -1631771.875000 Penalty: 3373.268311
	Iteration 98Q: 3 clusters Score -1631772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -1631777.125000 Penalty: 3373.268311
	Iteration 99Q: 3 clusters Score -1631777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -1631775.750000 Penalty: 3373.268311
	Iteration 100F: 3 clusters Score -1631776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -1631778.250000 Penalty: 3373.268311
	Iteration 101Q: 3 clusters Score -1631778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -1631784.625000 Penalty: 3373.268311
	Iteration 102Q: 3 clusters Score -1631785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -1631789.125000 Penalty: 3373.268311
	Iteration 103Q: 3 clusters Score -1631789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -1631787.500000 Penalty: 3373.268311
	Iteration 104Q: 3 clusters Score -1631788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -1631790.250000 Penalty: 3373.268311
	Iteration 105Q: 3 clusters Score -1631790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -1631792.500000 Penalty: 3373.268311
	Iteration 106Q: 3 clusters Score -1631792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -1631794.625000 Penalty: 3373.268311
	Iteration 107Q: 3 clusters Score -1631795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -1631795.875000 Penalty: 3373.268311
	Iteration 108Q: 3 clusters Score -1631796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -1631795.125000 Penalty: 3373.268311
	Iteration 109Q: 3 clusters Score -1631795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -1631799.375000 Penalty: 3373.268311
	Iteration 110Q: 3 clusters Score -1631799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -1631798.125000 Penalty: 3373.268311
	Iteration 111Q: 3 clusters Score -1631798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -1631799.250000 Penalty: 3373.268311
	Iteration 112Q: 3 clusters Score -1631799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -1631801.000000 Penalty: 3373.268311
	Iteration 113Q: 3 clusters Score -1631801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -1631798.000000 Penalty: 3373.268311
	Iteration 114Q: 3 clusters Score -1631798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -1631800.750000 Penalty: 3373.268311
	Iteration 115Q: 3 clusters Score -1631801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -1631798.500000 Penalty: 3373.268311
	Iteration 116Q: 3 clusters Score -1631798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -1631803.750000 Penalty: 3373.268311
	Iteration 117Q: 3 clusters Score -1631804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -1631806.500000 Penalty: 3373.268311
	Iteration 118Q: 3 clusters Score -1631806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -1631804.375000 Penalty: 3373.268311
	Iteration 119Q: 3 clusters Score -1631804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -1631804.625000 Penalty: 3373.268311
	Iteration 120F: 3 clusters Score -1631805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -1631807.000000 Penalty: 3373.268311
	Iteration 121Q: 3 clusters Score -1631807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -1631810.375000 Penalty: 3373.268311
	Iteration 122Q: 3 clusters Score -1631810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -1631812.000000 Penalty: 3373.268311
	Iteration 123Q: 3 clusters Score -1631812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -1631813.875000 Penalty: 3373.268311
	Iteration 124Q: 3 clusters Score -1631814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -1631813.500000 Penalty: 3373.268311
	Iteration 125Q: 3 clusters Score -1631814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -1631814.000000 Penalty: 3373.268311
	Iteration 126Q: 3 clusters Score -1631814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -1631816.000000 Penalty: 3373.268311
	Iteration 127Q: 3 clusters Score -1631816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -1631816.375000 Penalty: 3373.268311
	Iteration 128Q: 3 clusters Score -1631816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -1631816.375000 Penalty: 3373.268311
	Iteration 129F: 3 clusters Score -1631816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Entering Unmasked Estep 
Score: -434969.000000 Penalty: 1471.471069
	Iteration 0F: 2 clusters Score -434969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -428740.812500 Penalty: 2942.942139
	Iteration 0F: 3 clusters Score -428740.8 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -430686.187500 Penalty: 2942.942139
	Iteration 1F: 3 clusters Score -430686.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -430893.031250 Penalty: 2942.942139
	Iteration 2F: 3 clusters Score -430893 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -431045.125000 Penalty: 2942.942139
	Iteration 3Q: 3 clusters Score -431045.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -431161.687500 Penalty: 2942.942139
	Iteration 4Q: 3 clusters Score -431161.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -431287.031250 Penalty: 2942.942139
	Iteration 5Q: 3 clusters Score -431287 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -431402.156250 Penalty: 2942.942139
	Iteration 6Q: 3 clusters Score -431402.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -431504.562500 Penalty: 2942.942139
	Iteration 7Q: 3 clusters Score -431504.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -431604.687500 Penalty: 2942.942139
	Iteration 8Q: 3 clusters Score -431604.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -431715.156250 Penalty: 2942.942139
	Iteration 9Q: 3 clusters Score -431715.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -431825.500000 Penalty: 2942.942139
	Iteration 10Q: 3 clusters Score -431825.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -431930.343750 Penalty: 2942.942139
	Iteration 11Q: 3 clusters Score -431930.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -432038.968750 Penalty: 2942.942139
	Iteration 12Q: 3 clusters Score -432039 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -432169.343750 Penalty: 2942.942139
	Iteration 13Q: 3 clusters Score -432169.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -432307.343750 Penalty: 2942.942139
	Iteration 14Q: 3 clusters Score -432307.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -432465.125000 Penalty: 2942.942139
	Iteration 15Q: 3 clusters Score -432465.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -432590.031250 Penalty: 2942.942139
	Iteration 16Q: 3 clusters Score -432590 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -432708.593750 Penalty: 2942.942139
	Iteration 17Q: 3 clusters Score -432708.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -432791.343750 Penalty: 2942.942139
	Iteration 18Q: 3 clusters Score -432791.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -432857.281250 Penalty: 2942.942139
	Iteration 19Q: 3 clusters Score -432857.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -432900.500000 Penalty: 2942.942139
	Iteration 20F: 3 clusters Score -432900.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -432935.406250 Penalty: 2942.942139
	Iteration 21Q: 3 clusters Score -432935.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -432965.156250 Penalty: 2942.942139
	Iteration 22Q: 3 clusters Score -432965.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -432996.343750 Penalty: 2942.942139
	Iteration 23Q: 3 clusters Score -432996.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -433022.937500 Penalty: 2942.942139
	Iteration 24Q: 3 clusters Score -433022.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -433043.937500 Penalty: 2942.942139
	Iteration 25Q: 3 clusters Score -433043.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -433064.000000 Penalty: 2942.942139
	Iteration 26Q: 3 clusters Score -433064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -433085.718750 Penalty: 2942.942139
	Iteration 27Q: 3 clusters Score -433085.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -433101.593750 Penalty: 2942.942139
	Iteration 28Q: 3 clusters Score -433101.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -433124.687500 Penalty: 2942.942139
	Iteration 29Q: 3 clusters Score -433124.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -433146.781250 Penalty: 2942.942139
	Iteration 30Q: 3 clusters Score -433146.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -433170.406250 Penalty: 2942.942139
	Iteration 31Q: 3 clusters Score -433170.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -433198.812500 Penalty: 2942.942139
	Iteration 32Q: 3 clusters Score -433198.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -433229.156250 Penalty: 2942.942139
	Iteration 33Q: 3 clusters Score -433229.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -433260.562500 Penalty: 2942.942139
	Iteration 34Q: 3 clusters Score -433260.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -433290.187500 Penalty: 2942.942139
	Iteration 35Q: 3 clusters Score -433290.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -433310.937500 Penalty: 2942.942139
	Iteration 36Q: 3 clusters Score -433310.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -433334.875000 Penalty: 2942.942139
	Iteration 37Q: 3 clusters Score -433334.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -433357.031250 Penalty: 2942.942139
	Iteration 38Q: 3 clusters Score -433357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -433376.250000 Penalty: 2942.942139
	Iteration 39Q: 3 clusters Score -433376.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -433397.812500 Penalty: 2942.942139
	Iteration 40F: 3 clusters Score -433397.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -433422.625000 Penalty: 2942.942139
	Iteration 41Q: 3 clusters Score -433422.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -433444.437500 Penalty: 2942.942139
	Iteration 42Q: 3 clusters Score -433444.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -433468.937500 Penalty: 2942.942139
	Iteration 43Q: 3 clusters Score -433468.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -433482.437500 Penalty: 2942.942139
	Iteration 44Q: 3 clusters Score -433482.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -433497.250000 Penalty: 2942.942139
	Iteration 45Q: 3 clusters Score -433497.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -433506.968750 Penalty: 2942.942139
	Iteration 46Q: 3 clusters Score -433507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -433516.687500 Penalty: 2942.942139
	Iteration 47Q: 3 clusters Score -433516.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -433526.562500 Penalty: 2942.942139
	Iteration 48Q: 3 clusters Score -433526.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -433532.750000 Penalty: 2942.942139
	Iteration 49Q: 3 clusters Score -433532.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -433536.812500 Penalty: 2942.942139
	Iteration 50Q: 3 clusters Score -433536.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -433543.468750 Penalty: 2942.942139
	Iteration 51Q: 3 clusters Score -433543.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -433549.281250 Penalty: 2942.942139
	Iteration 52Q: 3 clusters Score -433549.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -433556.187500 Penalty: 2942.942139
	Iteration 53Q: 3 clusters Score -433556.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -433561.593750 Penalty: 2942.942139
	Iteration 54Q: 3 clusters Score -433561.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -433565.031250 Penalty: 2942.942139
	Iteration 55Q: 3 clusters Score -433565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -433570.062500 Penalty: 2942.942139
	Iteration 56Q: 3 clusters Score -433570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -433573.000000 Penalty: 2942.942139
	Iteration 57Q: 3 clusters Score -433573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -433580.625000 Penalty: 2942.942139
	Iteration 58Q: 3 clusters Score -433580.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -433582.437500 Penalty: 2942.942139
	Iteration 59Q: 3 clusters Score -433582.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -433585.781250 Penalty: 2942.942139
	Iteration 60F: 3 clusters Score -433585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -433590.187500 Penalty: 2942.942139
	Iteration 61Q: 3 clusters Score -433590.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -433596.156250 Penalty: 2942.942139
	Iteration 62Q: 3 clusters Score -433596.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -433602.312500 Penalty: 2942.942139
	Iteration 63Q: 3 clusters Score -433602.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -433611.031250 Penalty: 2942.942139
	Iteration 64Q: 3 clusters Score -433611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -433617.843750 Penalty: 2942.942139
	Iteration 65Q: 3 clusters Score -433617.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -433622.875000 Penalty: 2942.942139
	Iteration 66Q: 3 clusters Score -433622.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -433629.906250 Penalty: 2942.942139
	Iteration 67Q: 3 clusters Score -433629.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -433634.125000 Penalty: 2942.942139
	Iteration 68Q: 3 clusters Score -433634.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -433638.781250 Penalty: 2942.942139
	Iteration 69Q: 3 clusters Score -433638.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -433639.937500 Penalty: 2942.942139
	Iteration 70Q: 3 clusters Score -433639.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -433641.218750 Penalty: 2942.942139
	Iteration 71Q: 3 clusters Score -433641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -433642.343750 Penalty: 2942.942139
	Iteration 72Q: 3 clusters Score -433642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -433642.343750 Penalty: 2942.942139
	Iteration 73F: 3 clusters Score -433642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327089 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 8811 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 8 contains 23310 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107605 members 
Mstep: Class 13 contains 13576 members 
Mstep: Class 14 contains 18216 members 
Mstep: Class 16 contains 4504 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 32186 members 
Mstep: Class 19 contains 8563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196160.000000 Penalty: 38844.960938
Iteration 119Q: 19 clusters Score -2.819616e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327124 members 
Mstep: Class 2 contains 1997 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 8822 members 
Mstep: Class 7 contains 13275 members 
Mstep: Class 8 contains 23272 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12280 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 107631 members 
Mstep: Class 13 contains 13578 members 
Mstep: Class 14 contains 18202 members 
Mstep: Class 16 contains 4508 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 32176 members 
Mstep: Class 19 contains 8550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196156.000000 Penalty: 38844.960938
Iteration 120F: 19 clusters Score -2.819616e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327167 members 
Mstep: Class 2 contains 1993 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2082 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 8828 members 
Mstep: Class 7 contains 13273 members 
Mstep: Class 8 contains 23245 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12278 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 107645 members 
Mstep: Class 13 contains 13578 members 
Mstep: Class 14 contains 18190 members 
Mstep: Class 16 contains 4510 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 32173 members 
Mstep: Class 19 contains 8536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196192.000000 Penalty: 38844.960938
Iteration 121Q: 19 clusters Score -2.819619e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327204 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 8837 members 
Mstep: Class 7 contains 13273 members 
Mstep: Class 8 contains 23220 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12279 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 107655 members 
Mstep: Class 13 contains 13581 members 
Mstep: Class 14 contains 18181 members 
Mstep: Class 16 contains 4513 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 32162 members 
Mstep: Class 19 contains 8520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196116.000000 Penalty: 38844.960938
Iteration 122Q: 19 clusters Score -2.819612e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327230 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2083 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 8849 members 
Mstep: Class 7 contains 13275 members 
Mstep: Class 8 contains 23188 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 107671 members 
Mstep: Class 13 contains 13583 members 
Mstep: Class 14 contains 18174 members 
Mstep: Class 16 contains 4516 members 
Mstep: Class 17 contains 1590 members 
Mstep: Class 18 contains 32151 members 
Mstep: Class 19 contains 8510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196162.000000 Penalty: 38844.960938
Iteration 123Q: 19 clusters Score -2.819616e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327253 members 
Mstep: Class 2 contains 1989 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 8861 members 
Mstep: Class 7 contains 13271 members 
Mstep: Class 8 contains 23163 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 1734 members 
Mstep: Class 12 contains 107685 members 
Mstep: Class 13 contains 13582 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 16 contains 4519 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32143 members 
Mstep: Class 19 contains 8501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196156.000000 Penalty: 38844.960938
Iteration 124Q: 19 clusters Score -2.819616e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327273 members 
Mstep: Class 2 contains 1990 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 8863 members 
Mstep: Class 7 contains 13271 members 
Mstep: Class 8 contains 23138 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12281 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107696 members 
Mstep: Class 13 contains 13581 members 
Mstep: Class 14 contains 18160 members 
Mstep: Class 16 contains 4525 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32138 members 
Mstep: Class 19 contains 8495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196104.000000 Penalty: 38844.960938
Iteration 125Q: 19 clusters Score -2.81961e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327305 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 8869 members 
Mstep: Class 7 contains 13271 members 
Mstep: Class 8 contains 23104 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12280 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107705 members 
Mstep: Class 13 contains 13583 members 
Mstep: Class 14 contains 18157 members 
Mstep: Class 16 contains 4526 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32133 members 
Mstep: Class 19 contains 8487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196124.000000 Penalty: 38844.960938
Iteration 126Q: 19 clusters Score -2.819612e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327351 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 8871 members 
Mstep: Class 7 contains 13274 members 
Mstep: Class 8 contains 23074 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107706 members 
Mstep: Class 13 contains 13583 members 
Mstep: Class 14 contains 18154 members 
Mstep: Class 16 contains 4526 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32132 members 
Mstep: Class 19 contains 8472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196116.000000 Penalty: 38844.960938
Iteration 127Q: 19 clusters Score -2.819612e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327376 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 8873 members 
Mstep: Class 7 contains 13277 members 
Mstep: Class 8 contains 23057 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107707 members 
Mstep: Class 13 contains 13581 members 
Mstep: Class 14 contains 18149 members 
Mstep: Class 16 contains 4528 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32129 members 
Mstep: Class 19 contains 8465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196122.000000 Penalty: 38844.960938
Iteration 128Q: 19 clusters Score -2.819612e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327398 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 4764 members 
Mstep: Class 6 contains 8875 members 
Mstep: Class 7 contains 13282 members 
Mstep: Class 8 contains 23039 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107704 members 
Mstep: Class 13 contains 13579 members 
Mstep: Class 14 contains 18145 members 
Mstep: Class 16 contains 4530 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32128 members 
Mstep: Class 19 contains 8461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196094.000000 Penalty: 38844.960938
Iteration 129Q: 19 clusters Score -2.819609e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327423 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 2084 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 8873 members 
Mstep: Class 7 contains 13285 members 
Mstep: Class 8 contains 23024 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12275 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107705 members 
Mstep: Class 13 contains 13577 members 
Mstep: Class 14 contains 18143 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32126 members 
Mstep: Class 19 contains 8457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196072.000000 Penalty: 38844.960938
Iteration 130Q: 19 clusters Score -2.819607e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327443 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 8872 members 
Mstep: Class 7 contains 13288 members 
Mstep: Class 8 contains 23006 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12273 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107710 members 
Mstep: Class 13 contains 13577 members 
Mstep: Class 14 contains 18140 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32123 members 
Mstep: Class 19 contains 8454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196082.000000 Penalty: 38844.960938
Iteration 131Q: 19 clusters Score -2.819608e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327455 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 8876 members 
Mstep: Class 7 contains 13289 members 
Mstep: Class 8 contains 22999 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12271 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107709 members 
Mstep: Class 13 contains 13577 members 
Mstep: Class 14 contains 18138 members 
Mstep: Class 16 contains 4534 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32117 members 
Mstep: Class 19 contains 8454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196094.000000 Penalty: 38844.960938
Iteration 132Q: 19 clusters Score -2.819609e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327476 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 8879 members 
Mstep: Class 7 contains 13292 members 
Mstep: Class 8 contains 22987 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12270 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107704 members 
Mstep: Class 13 contains 13574 members 
Mstep: Class 14 contains 18136 members 
Mstep: Class 16 contains 4535 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32114 members 
Mstep: Class 19 contains 8452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196042.000000 Penalty: 38844.960938
Iteration 133Q: 19 clusters Score -2.819604e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327493 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 8881 members 
Mstep: Class 7 contains 13295 members 
Mstep: Class 8 contains 22975 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12269 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107701 members 
Mstep: Class 13 contains 13570 members 
Mstep: Class 14 contains 18136 members 
Mstep: Class 16 contains 4536 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32111 members 
Mstep: Class 19 contains 8452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196060.000000 Penalty: 38844.960938
Iteration 134Q: 19 clusters Score -2.819606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327516 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 8885 members 
Mstep: Class 7 contains 13296 members 
Mstep: Class 8 contains 22957 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12268 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107699 members 
Mstep: Class 13 contains 13568 members 
Mstep: Class 14 contains 18136 members 
Mstep: Class 16 contains 4537 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32106 members 
Mstep: Class 19 contains 8451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196084.000000 Penalty: 38844.960938
Iteration 135Q: 19 clusters Score -2.819608e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327548 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 8886 members 
Mstep: Class 7 contains 13297 members 
Mstep: Class 8 contains 22933 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12270 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107697 members 
Mstep: Class 13 contains 13568 members 
Mstep: Class 14 contains 18131 members 
Mstep: Class 16 contains 4538 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32102 members 
Mstep: Class 19 contains 8449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196088.000000 Penalty: 38844.960938
Iteration 136Q: 19 clusters Score -2.819609e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327576 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 8888 members 
Mstep: Class 7 contains 13297 members 
Mstep: Class 8 contains 22918 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12268 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107687 members 
Mstep: Class 13 contains 13567 members 
Mstep: Class 14 contains 18128 members 
Mstep: Class 16 contains 4538 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32102 members 
Mstep: Class 19 contains 8450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196074.000000 Penalty: 38844.960938
Iteration 137Q: 19 clusters Score -2.819607e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327601 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 8890 members 
Mstep: Class 7 contains 13297 members 
Mstep: Class 8 contains 22902 members 
Mstep: Class 9 contains 1651 members 
Mstep: Class 10 contains 12267 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107678 members 
Mstep: Class 13 contains 13567 members 
Mstep: Class 14 contains 18125 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32101 members 
Mstep: Class 19 contains 8452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196094.000000 Penalty: 38844.960938
Iteration 138Q: 19 clusters Score -2.819609e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327620 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 8893 members 
Mstep: Class 7 contains 13298 members 
Mstep: Class 8 contains 22896 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107669 members 
Mstep: Class 13 contains 13567 members 
Mstep: Class 14 contains 18122 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32100 members 
Mstep: Class 19 contains 8450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196112.000000 Penalty: 38844.960938
Iteration 139Q: 19 clusters Score -2.819611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327638 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 8894 members 
Mstep: Class 7 contains 13299 members 
Mstep: Class 8 contains 22891 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107662 members 
Mstep: Class 13 contains 13566 members 
Mstep: Class 14 contains 18120 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32096 members 
Mstep: Class 19 contains 8449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196114.000000 Penalty: 38844.960938
Iteration 140F: 19 clusters Score -2.819611e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327651 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 13300 members 
Mstep: Class 8 contains 22885 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12266 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107658 members 
Mstep: Class 13 contains 13566 members 
Mstep: Class 14 contains 18117 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32095 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196104.000000 Penalty: 38844.960938
Iteration 141Q: 19 clusters Score -2.81961e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327661 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8899 members 
Mstep: Class 7 contains 13301 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12265 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107654 members 
Mstep: Class 13 contains 13566 members 
Mstep: Class 14 contains 18117 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32092 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196088.000000 Penalty: 38844.960938
Iteration 142Q: 19 clusters Score -2.819609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327672 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8905 members 
Mstep: Class 7 contains 13301 members 
Mstep: Class 8 contains 22875 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12262 members 
Mstep: Class 11 contains 1736 members 
Mstep: Class 12 contains 107651 members 
Mstep: Class 13 contains 13566 members 
Mstep: Class 14 contains 18114 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32087 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196132.000000 Penalty: 38844.960938
Iteration 143Q: 19 clusters Score -2.819613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327679 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 2086 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8911 members 
Mstep: Class 7 contains 13301 members 
Mstep: Class 8 contains 22873 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107650 members 
Mstep: Class 13 contains 13565 members 
Mstep: Class 14 contains 18112 members 
Mstep: Class 16 contains 4539 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32083 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196122.000000 Penalty: 38844.960938
Iteration 144Q: 19 clusters Score -2.819612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327689 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8913 members 
Mstep: Class 7 contains 13301 members 
Mstep: Class 8 contains 22870 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107647 members 
Mstep: Class 13 contains 13565 members 
Mstep: Class 14 contains 18110 members 
Mstep: Class 16 contains 4540 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32080 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196130.000000 Penalty: 38844.960938
Iteration 145Q: 19 clusters Score -2.819613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327693 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8917 members 
Mstep: Class 7 contains 13301 members 
Mstep: Class 8 contains 22867 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12259 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107644 members 
Mstep: Class 13 contains 13565 members 
Mstep: Class 14 contains 18113 members 
Mstep: Class 16 contains 4540 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32076 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196114.000000 Penalty: 38844.960938
Iteration 146Q: 19 clusters Score -2.819611e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327691 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8920 members 
Mstep: Class 7 contains 13304 members 
Mstep: Class 8 contains 22866 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107641 members 
Mstep: Class 13 contains 13565 members 
Mstep: Class 14 contains 18117 members 
Mstep: Class 16 contains 4540 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32071 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196126.000000 Penalty: 38844.960938
Iteration 147Q: 19 clusters Score -2.819613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327694 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8920 members 
Mstep: Class 7 contains 13305 members 
Mstep: Class 8 contains 22864 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107638 members 
Mstep: Class 13 contains 13565 members 
Mstep: Class 14 contains 18117 members 
Mstep: Class 16 contains 4541 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32071 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196118.000000 Penalty: 38844.960938
Iteration 148Q: 19 clusters Score -2.819612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327698 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8921 members 
Mstep: Class 7 contains 13306 members 
Mstep: Class 8 contains 22863 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107634 members 
Mstep: Class 13 contains 13564 members 
Mstep: Class 14 contains 18118 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32069 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196114.000000 Penalty: 38844.960938
Iteration 149Q: 19 clusters Score -2.819611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327702 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8921 members 
Mstep: Class 7 contains 13306 members 
Mstep: Class 8 contains 22862 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107633 members 
Mstep: Class 13 contains 13563 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32067 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196118.000000 Penalty: 38844.960938
Iteration 150Q: 19 clusters Score -2.819612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327704 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8921 members 
Mstep: Class 7 contains 13306 members 
Mstep: Class 8 contains 22862 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107632 members 
Mstep: Class 13 contains 13563 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32064 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196120.000000 Penalty: 38844.960938
Iteration 151Q: 19 clusters Score -2.819612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 327704 members 
Mstep: Class 2 contains 1991 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 8921 members 
Mstep: Class 7 contains 13306 members 
Mstep: Class 8 contains 22862 members 
Mstep: Class 9 contains 1650 members 
Mstep: Class 10 contains 12260 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 107632 members 
Mstep: Class 13 contains 13563 members 
Mstep: Class 14 contains 18121 members 
Mstep: Class 16 contains 4542 members 
Mstep: Class 17 contains 1592 members 
Mstep: Class 18 contains 32064 members 
Mstep: Class 19 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196120.000000 Penalty: 38844.960938
Iteration 152F: 19 clusters Score -2.819612e+07 nChanged 0
Entering ConstructFrom: 
Score: -28196120.000000 Penalty: 38844.960938
Entering ConstructFrom: 
Trying to split cluster 1 (327704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327704 members 
Entering Unmasked Estep 
Score: -16463927.000000 Penalty: 2063.728271
	Iteration 0F: 2 clusters Score -1.646393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163830 members 
Mstep: Class 2 contains 163874 members 
Entering Unmasked Estep 
Score: -16242380.000000 Penalty: 4127.456543
	Iteration 0F: 3 clusters Score -1.624238e+07 nChanged 160032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163880 members 
Mstep: Class 2 contains 163824 members 
Entering Unmasked Estep 
Score: -16338189.000000 Penalty: 4127.456543
	Iteration 1F: 3 clusters Score -1.633819e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 163664 members 
Entering Unmasked Estep 
Score: -16339897.000000 Penalty: 4127.456543
	Iteration 2Q: 3 clusters Score -1.63399e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164136 members 
Mstep: Class 2 contains 163568 members 
Entering Unmasked Estep 
Score: -16341971.000000 Penalty: 4127.456543
	Iteration 3Q: 3 clusters Score -1.634197e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164107 members 
Mstep: Class 2 contains 163597 members 
Entering Unmasked Estep 
Score: -16344455.000000 Penalty: 4127.456543
	Iteration 4Q: 3 clusters Score -1.634446e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164058 members 
Mstep: Class 2 contains 163646 members 
Entering Unmasked Estep 
Score: -16347554.000000 Penalty: 4127.456543
	Iteration 5Q: 3 clusters Score -1.634755e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164127 members 
Mstep: Class 2 contains 163577 members 
Entering Unmasked Estep 
Score: -16351944.000000 Penalty: 4127.456543
	Iteration 6Q: 3 clusters Score -1.635194e+07 nChanged 14018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164581 members 
Mstep: Class 2 contains 163123 members 
Entering Unmasked Estep 
Score: -16358037.000000 Penalty: 4127.456543
	Iteration 7Q: 3 clusters Score -1.635804e+07 nChanged 16001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165702 members 
Mstep: Class 2 contains 162002 members 
Entering Unmasked Estep 
Score: -16366433.000000 Penalty: 4127.456543
	Iteration 8Q: 3 clusters Score -1.636643e+07 nChanged 18075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167711 members 
Mstep: Class 2 contains 159993 members 
Entering Unmasked Estep 
Score: -16378109.000000 Penalty: 4127.456543
	Iteration 9F: 3 clusters Score -1.637811e+07 nChanged 18907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170488 members 
Mstep: Class 2 contains 157216 members 
Entering Unmasked Estep 
Score: -16390388.000000 Penalty: 4127.456543
	Iteration 10F: 3 clusters Score -1.639039e+07 nChanged 17099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173453 members 
Mstep: Class 2 contains 154251 members 
Entering Unmasked Estep 
Score: -16399526.000000 Penalty: 4127.456543
	Iteration 11F: 3 clusters Score -1.639953e+07 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175873 members 
Mstep: Class 2 contains 151831 members 
Entering Unmasked Estep 
Score: -16403947.000000 Penalty: 4127.456543
	Iteration 12Q: 3 clusters Score -1.640395e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178053 members 
Mstep: Class 2 contains 149651 members 
Entering Unmasked Estep 
Score: -16405885.000000 Penalty: 4127.456543
	Iteration 13Q: 3 clusters Score -1.640588e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180276 members 
Mstep: Class 2 contains 147428 members 
Entering Unmasked Estep 
Score: -16406898.000000 Penalty: 4127.456543
	Iteration 14Q: 3 clusters Score -1.64069e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182676 members 
Mstep: Class 2 contains 145028 members 
Entering Unmasked Estep 
Score: -16407733.000000 Penalty: 4127.456543
	Iteration 15Q: 3 clusters Score -1.640773e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185383 members 
Mstep: Class 2 contains 142321 members 
Entering Unmasked Estep 
Score: -16408573.000000 Penalty: 4127.456543
	Iteration 16Q: 3 clusters Score -1.640857e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188293 members 
Mstep: Class 2 contains 139411 members 
Entering Unmasked Estep 
Score: -16409512.000000 Penalty: 4127.456543
	Iteration 17Q: 3 clusters Score -1.640951e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191565 members 
Mstep: Class 2 contains 136139 members 
Entering Unmasked Estep 
Score: -16410776.000000 Penalty: 4127.456543
	Iteration 18Q: 3 clusters Score -1.641078e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195078 members 
Mstep: Class 2 contains 132626 members 
Entering Unmasked Estep 
Score: -16412116.000000 Penalty: 4127.456543
	Iteration 19Q: 3 clusters Score -1.641212e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198953 members 
Mstep: Class 2 contains 128751 members 
Entering Unmasked Estep 
Score: -16413839.000000 Penalty: 4127.456543
	Iteration 20F: 3 clusters Score -1.641384e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203194 members 
Mstep: Class 2 contains 124510 members 
Entering Unmasked Estep 
Score: -16415820.000000 Penalty: 4127.456543
	Iteration 21Q: 3 clusters Score -1.641582e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207969 members 
Mstep: Class 2 contains 119735 members 
Entering Unmasked Estep 
Score: -16418042.000000 Penalty: 4127.456543
	Iteration 22Q: 3 clusters Score -1.641804e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213042 members 
Mstep: Class 2 contains 114662 members 
Entering Unmasked Estep 
Score: -16420663.000000 Penalty: 4127.456543
	Iteration 23Q: 3 clusters Score -1.642066e+07 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218251 members 
Mstep: Class 2 contains 109453 members 
Entering Unmasked Estep 
Score: -16423540.000000 Penalty: 4127.456543
	Iteration 24Q: 3 clusters Score -1.642354e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223486 members 
Mstep: Class 2 contains 104218 members 
Entering Unmasked Estep 
Score: -16426644.000000 Penalty: 4127.456543
	Iteration 25Q: 3 clusters Score -1.642664e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228693 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -16429989.000000 Penalty: 4127.456543
	Iteration 26Q: 3 clusters Score -1.642999e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233840 members 
Mstep: Class 2 contains 93864 members 
Entering Unmasked Estep 
Score: -16433030.000000 Penalty: 4127.456543
	Iteration 27Q: 3 clusters Score -1.643303e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238609 members 
Mstep: Class 2 contains 89095 members 
Entering Unmasked Estep 
Score: -16435873.000000 Penalty: 4127.456543
	Iteration 28Q: 3 clusters Score -1.643587e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243091 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -16438230.000000 Penalty: 4127.456543
	Iteration 29Q: 3 clusters Score -1.643823e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247181 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -16440237.000000 Penalty: 4127.456543
	Iteration 30Q: 3 clusters Score -1.644024e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250909 members 
Mstep: Class 2 contains 76795 members 
Entering Unmasked Estep 
Score: -16441652.000000 Penalty: 4127.456543
	Iteration 31Q: 3 clusters Score -1.644165e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254352 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -16442899.000000 Penalty: 4127.456543
	Iteration 32Q: 3 clusters Score -1.64429e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257527 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -16443905.000000 Penalty: 4127.456543
	Iteration 33Q: 3 clusters Score -1.64439e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260516 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -16444815.000000 Penalty: 4127.456543
	Iteration 34Q: 3 clusters Score -1.644482e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263341 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -16445547.000000 Penalty: 4127.456543
	Iteration 35Q: 3 clusters Score -1.644555e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265937 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -16446238.000000 Penalty: 4127.456543
	Iteration 36Q: 3 clusters Score -1.644624e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268428 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -16446820.000000 Penalty: 4127.456543
	Iteration 37Q: 3 clusters Score -1.644682e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270724 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -16447414.000000 Penalty: 4127.456543
	Iteration 38Q: 3 clusters Score -1.644741e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272921 members 
Mstep: Class 2 contains 54783 members 
Entering Unmasked Estep 
Score: -16447932.000000 Penalty: 4127.456543
	Iteration 39Q: 3 clusters Score -1.644793e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275136 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -16448701.000000 Penalty: 4127.456543
	Iteration 40F: 3 clusters Score -1.64487e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277387 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -16449238.000000 Penalty: 4127.456543
	Iteration 41Q: 3 clusters Score -1.644924e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279623 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -16449935.000000 Penalty: 4127.456543
	Iteration 42Q: 3 clusters Score -1.644994e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281853 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -16450408.000000 Penalty: 4127.456543
	Iteration 43Q: 3 clusters Score -1.645041e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284104 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -16451203.000000 Penalty: 4127.456543
	Iteration 44Q: 3 clusters Score -1.64512e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286379 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -16451870.000000 Penalty: 4127.456543
	Iteration 45Q: 3 clusters Score -1.645187e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288553 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -16452513.000000 Penalty: 4127.456543
	Iteration 46Q: 3 clusters Score -1.645251e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290711 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -16453091.000000 Penalty: 4127.456543
	Iteration 47Q: 3 clusters Score -1.645309e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292873 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -16453667.000000 Penalty: 4127.456543
	Iteration 48Q: 3 clusters Score -1.645367e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294931 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -16454321.000000 Penalty: 4127.456543
	Iteration 49Q: 3 clusters Score -1.645432e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296951 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -16454893.000000 Penalty: 4127.456543
	Iteration 50Q: 3 clusters Score -1.645489e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298886 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -16455339.000000 Penalty: 4127.456543
	Iteration 51Q: 3 clusters Score -1.645534e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300728 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -16455922.000000 Penalty: 4127.456543
	Iteration 52Q: 3 clusters Score -1.645592e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302509 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -16456466.000000 Penalty: 4127.456543
	Iteration 53Q: 3 clusters Score -1.645647e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304212 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -16456935.000000 Penalty: 4127.456543
	Iteration 54Q: 3 clusters Score -1.645694e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305916 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -16457384.000000 Penalty: 4127.456543
	Iteration 55Q: 3 clusters Score -1.645738e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307539 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -16457763.000000 Penalty: 4127.456543
	Iteration 56Q: 3 clusters Score -1.645776e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309063 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -16458273.000000 Penalty: 4127.456543
	Iteration 57Q: 3 clusters Score -1.645827e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310482 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -16458579.000000 Penalty: 4127.456543
	Iteration 58Q: 3 clusters Score -1.645858e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311834 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -16458928.000000 Penalty: 4127.456543
	Iteration 59Q: 3 clusters Score -1.645893e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313099 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -16459251.000000 Penalty: 4127.456543
	Iteration 60F: 3 clusters Score -1.645925e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314240 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -16459494.000000 Penalty: 4127.456543
	Iteration 61Q: 3 clusters Score -1.645949e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315267 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -16459703.000000 Penalty: 4127.456543
	Iteration 62Q: 3 clusters Score -1.64597e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316239 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -16460039.000000 Penalty: 4127.456543
	Iteration 63Q: 3 clusters Score -1.646004e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317186 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -16460221.000000 Penalty: 4127.456543
	Iteration 64Q: 3 clusters Score -1.646022e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318054 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -16460519.000000 Penalty: 4127.456543
	Iteration 65Q: 3 clusters Score -1.646052e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318877 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -16460760.000000 Penalty: 4127.456543
	Iteration 66Q: 3 clusters Score -1.646076e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319611 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -16460977.000000 Penalty: 4127.456543
	Iteration 67Q: 3 clusters Score -1.646098e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320270 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -16461068.000000 Penalty: 4127.456543
	Iteration 68Q: 3 clusters Score -1.646107e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320876 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -16461213.000000 Penalty: 4127.456543
	Iteration 69Q: 3 clusters Score -1.646121e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321380 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -16461338.000000 Penalty: 4127.456543
	Iteration 70Q: 3 clusters Score -1.646134e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321805 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -16461477.000000 Penalty: 4127.456543
	Iteration 71Q: 3 clusters Score -1.646148e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322193 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -16461581.000000 Penalty: 4127.456543
	Iteration 72Q: 3 clusters Score -1.646158e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322541 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -16461660.000000 Penalty: 4127.456543
	Iteration 73Q: 3 clusters Score -1.646166e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322830 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -16461740.000000 Penalty: 4127.456543
	Iteration 74Q: 3 clusters Score -1.646174e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323100 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -16461762.000000 Penalty: 4127.456543
	Iteration 75Q: 3 clusters Score -1.646176e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323342 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -16461801.000000 Penalty: 4127.456543
	Iteration 76Q: 3 clusters Score -1.64618e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323541 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -16461911.000000 Penalty: 4127.456543
	Iteration 77Q: 3 clusters Score -1.646191e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323727 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -16461943.000000 Penalty: 4127.456543
	Iteration 78Q: 3 clusters Score -1.646194e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323902 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -16461993.000000 Penalty: 4127.456543
	Iteration 79Q: 3 clusters Score -1.646199e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324077 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -16462036.000000 Penalty: 4127.456543
	Iteration 80F: 3 clusters Score -1.646204e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324207 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -16462048.000000 Penalty: 4127.456543
	Iteration 81Q: 3 clusters Score -1.646205e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324318 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -16462076.000000 Penalty: 4127.456543
	Iteration 82Q: 3 clusters Score -1.646208e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324409 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -16462088.000000 Penalty: 4127.456543
	Iteration 83Q: 3 clusters Score -1.646209e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324510 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -16462146.000000 Penalty: 4127.456543
	Iteration 84Q: 3 clusters Score -1.646215e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324596 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -16462135.000000 Penalty: 4127.456543
	Iteration 85Q: 3 clusters Score -1.646214e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324668 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -16462132.000000 Penalty: 4127.456543
	Iteration 86Q: 3 clusters Score -1.646213e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324737 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -16462138.000000 Penalty: 4127.456543
	Iteration 87Q: 3 clusters Score -1.646214e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324795 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -16462166.000000 Penalty: 4127.456543
	Iteration 88Q: 3 clusters Score -1.646217e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324856 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -16462152.000000 Penalty: 4127.456543
	Iteration 89Q: 3 clusters Score -1.646215e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324918 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -16462165.000000 Penalty: 4127.456543
	Iteration 90Q: 3 clusters Score -1.646216e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324976 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -16462193.000000 Penalty: 4127.456543
	Iteration 91Q: 3 clusters Score -1.646219e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325025 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -16462181.000000 Penalty: 4127.456543
	Iteration 92Q: 3 clusters Score -1.646218e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325079 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -16462190.000000 Penalty: 4127.456543
	Iteration 93Q: 3 clusters Score -1.646219e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325135 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -16462213.000000 Penalty: 4127.456543
	Iteration 94Q: 3 clusters Score -1.646221e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325195 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -16462240.000000 Penalty: 4127.456543
	Iteration 95Q: 3 clusters Score -1.646224e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325249 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -16462268.000000 Penalty: 4127.456543
	Iteration 96Q: 3 clusters Score -1.646227e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325284 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -16462279.000000 Penalty: 4127.456543
	Iteration 97Q: 3 clusters Score -1.646228e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325323 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -16462290.000000 Penalty: 4127.456543
	Iteration 98Q: 3 clusters Score -1.646229e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325353 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -16462291.000000 Penalty: 4127.456543
	Iteration 99Q: 3 clusters Score -1.646229e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325389 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -16462299.000000 Penalty: 4127.456543
	Iteration 100F: 3 clusters Score -1.64623e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325428 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -16462305.000000 Penalty: 4127.456543
	Iteration 101Q: 3 clusters Score -1.64623e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325462 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -16462316.000000 Penalty: 4127.456543
	Iteration 102Q: 3 clusters Score -1.646232e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325488 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -16462325.000000 Penalty: 4127.456543
	Iteration 103Q: 3 clusters Score -1.646232e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325517 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -16462331.000000 Penalty: 4127.456543
	Iteration 104Q: 3 clusters Score -1.646233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325543 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -16462331.000000 Penalty: 4127.456543
	Iteration 105Q: 3 clusters Score -1.646233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325567 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -16462337.000000 Penalty: 4127.456543
	Iteration 106Q: 3 clusters Score -1.646234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325595 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -16462347.000000 Penalty: 4127.456543
	Iteration 107Q: 3 clusters Score -1.646235e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325614 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -16462327.000000 Penalty: 4127.456543
	Iteration 108Q: 3 clusters Score -1.646233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325632 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -16462338.000000 Penalty: 4127.456543
	Iteration 109Q: 3 clusters Score -1.646234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325651 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -16462326.000000 Penalty: 4127.456543
	Iteration 110Q: 3 clusters Score -1.646233e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325674 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -16462347.000000 Penalty: 4127.456543
	Iteration 111Q: 3 clusters Score -1.646235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325691 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -16462368.000000 Penalty: 4127.456543
	Iteration 112Q: 3 clusters Score -1.646237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325704 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -16462369.000000 Penalty: 4127.456543
	Iteration 113Q: 3 clusters Score -1.646237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325716 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -16462361.000000 Penalty: 4127.456543
	Iteration 114Q: 3 clusters Score -1.646236e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325727 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -16462362.000000 Penalty: 4127.456543
	Iteration 115Q: 3 clusters Score -1.646236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325736 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -16462371.000000 Penalty: 4127.456543
	Iteration 116Q: 3 clusters Score -1.646237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325747 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -16462379.000000 Penalty: 4127.456543
	Iteration 117Q: 3 clusters Score -1.646238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325763 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -16462399.000000 Penalty: 4127.456543
	Iteration 118Q: 3 clusters Score -1.64624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325782 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -16462392.000000 Penalty: 4127.456543
	Iteration 119Q: 3 clusters Score -1.646239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325795 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -16462381.000000 Penalty: 4127.456543
	Iteration 120F: 3 clusters Score -1.646238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325811 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -16462398.000000 Penalty: 4127.456543
	Iteration 121Q: 3 clusters Score -1.64624e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325827 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -16462410.000000 Penalty: 4127.456543
	Iteration 122Q: 3 clusters Score -1.646241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325844 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -16462396.000000 Penalty: 4127.456543
	Iteration 123Q: 3 clusters Score -1.64624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325857 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -16462425.000000 Penalty: 4127.456543
	Iteration 124Q: 3 clusters Score -1.646242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325871 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -16462426.000000 Penalty: 4127.456543
	Iteration 125Q: 3 clusters Score -1.646243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325884 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -16462426.000000 Penalty: 4127.456543
	Iteration 126Q: 3 clusters Score -1.646243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325894 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -16462434.000000 Penalty: 4127.456543
	Iteration 127Q: 3 clusters Score -1.646243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325896 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -16462431.000000 Penalty: 4127.456543
	Iteration 128Q: 3 clusters Score -1.646243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325900 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -16462427.000000 Penalty: 4127.456543
	Iteration 129Q: 3 clusters Score -1.646243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325905 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -16462423.000000 Penalty: 4127.456543
	Iteration 130Q: 3 clusters Score -1.646242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325907 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -16462417.000000 Penalty: 4127.456543
	Iteration 131Q: 3 clusters Score -1.646242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325918 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16462412.000000 Penalty: 4127.456543
	Iteration 132Q: 3 clusters Score -1.646241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325922 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -16462426.000000 Penalty: 4127.456543
	Iteration 133Q: 3 clusters Score -1.646243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325930 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -16462439.000000 Penalty: 4127.456543
	Iteration 134Q: 3 clusters Score -1.646244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325933 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -16462452.000000 Penalty: 4127.456543
	Iteration 135Q: 3 clusters Score -1.646245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325937 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -16462443.000000 Penalty: 4127.456543
	Iteration 136Q: 3 clusters Score -1.646244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325941 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -16462445.000000 Penalty: 4127.456543
	Iteration 137Q: 3 clusters Score -1.646244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325946 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -16462453.000000 Penalty: 4127.456543
	Iteration 138Q: 3 clusters Score -1.646245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325949 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -16462465.000000 Penalty: 4127.456543
	Iteration 139Q: 3 clusters Score -1.646246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325951 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -16462459.000000 Penalty: 4127.456543
	Iteration 140F: 3 clusters Score -1.646246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325954 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -16462455.000000 Penalty: 4127.456543
	Iteration 141Q: 3 clusters Score -1.646246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325957 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -16462448.000000 Penalty: 4127.456543
	Iteration 142Q: 3 clusters Score -1.646245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325960 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -16462446.000000 Penalty: 4127.456543
	Iteration 143Q: 3 clusters Score -1.646245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325959 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -16462450.000000 Penalty: 4127.456543
	Iteration 144Q: 3 clusters Score -1.646245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325959 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -16462450.000000 Penalty: 4127.456543
	Iteration 145F: 3 clusters Score -1.646245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Entering Unmasked Estep 
Score: -90674.203125 Penalty: 1234.413696
	Iteration 0F: 2 clusters Score -90674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -88570.640625 Penalty: 2468.827393
	Iteration 0F: 3 clusters Score -88570.64 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -89007.156250 Penalty: 2468.827393
	Iteration 1F: 3 clusters Score -89007.16 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -89120.906250 Penalty: 2468.827393
	Iteration 2F: 3 clusters Score -89120.91 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -89199.992188 Penalty: 2468.827393
	Iteration 3F: 3 clusters Score -89199.99 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -89238.851562 Penalty: 2468.827393
	Iteration 4Q: 3 clusters Score -89238.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -89266.265625 Penalty: 2468.827393
	Iteration 5Q: 3 clusters Score -89266.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -89286.359375 Penalty: 2468.827393
	Iteration 6Q: 3 clusters Score -89286.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -89302.570312 Penalty: 2468.827393
	Iteration 7Q: 3 clusters Score -89302.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -89320.875000 Penalty: 2468.827393
	Iteration 8Q: 3 clusters Score -89320.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -89339.593750 Penalty: 2468.827393
	Iteration 9Q: 3 clusters Score -89339.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -89362.812500 Penalty: 2468.827393
	Iteration 10Q: 3 clusters Score -89362.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -89380.453125 Penalty: 2468.827393
	Iteration 11Q: 3 clusters Score -89380.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -89396.125000 Penalty: 2468.827393
	Iteration 12Q: 3 clusters Score -89396.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -89408.328125 Penalty: 2468.827393
	Iteration 13Q: 3 clusters Score -89408.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -89423.539062 Penalty: 2468.827393
	Iteration 14Q: 3 clusters Score -89423.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -89436.593750 Penalty: 2468.827393
	Iteration 15Q: 3 clusters Score -89436.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -89445.445312 Penalty: 2468.827393
	Iteration 16Q: 3 clusters Score -89445.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -89455.250000 Penalty: 2468.827393
	Iteration 17Q: 3 clusters Score -89455.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -89462.039062 Penalty: 2468.827393
	Iteration 18Q: 3 clusters Score -89462.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -89468.867188 Penalty: 2468.827393
	Iteration 19Q: 3 clusters Score -89468.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -89476.039062 Penalty: 2468.827393
	Iteration 20F: 3 clusters Score -89476.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -89483.921875 Penalty: 2468.827393
	Iteration 21Q: 3 clusters Score -89483.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -89489.515625 Penalty: 2468.827393
	Iteration 22Q: 3 clusters Score -89489.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -89496.812500 Penalty: 2468.827393
	Iteration 23Q: 3 clusters Score -89496.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -89506.757812 Penalty: 2468.827393
	Iteration 24Q: 3 clusters Score -89506.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89520.726562 Penalty: 2468.827393
	Iteration 25Q: 3 clusters Score -89520.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -89529.390625 Penalty: 2468.827393
	Iteration 26Q: 3 clusters Score -89529.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -89541.773438 Penalty: 2468.827393
	Iteration 27Q: 3 clusters Score -89541.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -89551.851562 Penalty: 2468.827393
	Iteration 28Q: 3 clusters Score -89551.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -89565.539062 Penalty: 2468.827393
	Iteration 29Q: 3 clusters Score -89565.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -89582.281250 Penalty: 2468.827393
	Iteration 30Q: 3 clusters Score -89582.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -89593.929688 Penalty: 2468.827393
	Iteration 31Q: 3 clusters Score -89593.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -89600.507812 Penalty: 2468.827393
	Iteration 32Q: 3 clusters Score -89600.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -89603.640625 Penalty: 2468.827393
	Iteration 33Q: 3 clusters Score -89603.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -89604.671875 Penalty: 2468.827393
	Iteration 34Q: 3 clusters Score -89604.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -89605.710938 Penalty: 2468.827393
	Iteration 35Q: 3 clusters Score -89605.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -89607.570312 Penalty: 2468.827393
	Iteration 36Q: 3 clusters Score -89607.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -89609.218750 Penalty: 2468.827393
	Iteration 37Q: 3 clusters Score -89609.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -89612.046875 Penalty: 2468.827393
	Iteration 38Q: 3 clusters Score -89612.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -89615.789062 Penalty: 2468.827393
	Iteration 39Q: 3 clusters Score -89615.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -89617.382812 Penalty: 2468.827393
	Iteration 40F: 3 clusters Score -89617.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -89620.578125 Penalty: 2468.827393
	Iteration 41Q: 3 clusters Score -89620.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -89622.601562 Penalty: 2468.827393
	Iteration 42Q: 3 clusters Score -89622.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -89627.820312 Penalty: 2468.827393
	Iteration 43Q: 3 clusters Score -89627.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -89631.742188 Penalty: 2468.827393
	Iteration 44Q: 3 clusters Score -89631.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -89636.171875 Penalty: 2468.827393
	Iteration 45Q: 3 clusters Score -89636.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -89640.695312 Penalty: 2468.827393
	Iteration 46Q: 3 clusters Score -89640.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -89643.429688 Penalty: 2468.827393
	Iteration 47Q: 3 clusters Score -89643.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -89643.750000 Penalty: 2468.827393
	Iteration 48Q: 3 clusters Score -89643.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -89644.796875 Penalty: 2468.827393
	Iteration 49Q: 3 clusters Score -89644.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -89646.671875 Penalty: 2468.827393
	Iteration 50Q: 3 clusters Score -89646.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -89646.679688 Penalty: 2468.827393
	Iteration 51Q: 3 clusters Score -89646.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -89646.679688 Penalty: 2468.827393
	Iteration 52F: 3 clusters Score -89646.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -101353.781250 Penalty: 1259.544800
	Iteration 0F: 2 clusters Score -101353.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -99090.554688 Penalty: 2519.089600
	Iteration 0F: 3 clusters Score -99090.55 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -99711.476562 Penalty: 2519.089600
	Iteration 1F: 3 clusters Score -99711.48 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -100014.250000 Penalty: 2519.089600
	Iteration 2F: 3 clusters Score -100014.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -100399.578125 Penalty: 2519.089600
	Iteration 3F: 3 clusters Score -100399.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -100802.242188 Penalty: 2519.089600
	Iteration 4F: 3 clusters Score -100802.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -101041.148438 Penalty: 2519.089600
	Iteration 5F: 3 clusters Score -101041.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -101186.562500 Penalty: 2519.089600
	Iteration 6Q: 3 clusters Score -101186.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -101256.070312 Penalty: 2519.089600
	Iteration 7Q: 3 clusters Score -101256.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -101287.429688 Penalty: 2519.089600
	Iteration 8Q: 3 clusters Score -101287.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -101303.273438 Penalty: 2519.089600
	Iteration 9Q: 3 clusters Score -101303.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -101312.187500 Penalty: 2519.089600
	Iteration 10Q: 3 clusters Score -101312.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -101318.914062 Penalty: 2519.089600
	Iteration 11Q: 3 clusters Score -101318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -101319.304688 Penalty: 2519.089600
	Iteration 12Q: 3 clusters Score -101319.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101319.640625 Penalty: 2519.089600
	Iteration 13Q: 3 clusters Score -101319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -101322.250000 Penalty: 2519.089600
	Iteration 14Q: 3 clusters Score -101322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -101323.414062 Penalty: 2519.089600
	Iteration 15Q: 3 clusters Score -101323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -101323.414062 Penalty: 2519.089600
	Iteration 16F: 3 clusters Score -101323.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -96735.710938 Penalty: 1241.910156
	Iteration 0F: 2 clusters Score -96735.71 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 1063 members 
Entering Unmasked Estep 
Score: -94546.320312 Penalty: 2483.820312
	Iteration 0F: 3 clusters Score -94546.32 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -95008.546875 Penalty: 2483.820312
	Iteration 1F: 3 clusters Score -95008.55 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -95121.335938 Penalty: 2483.820312
	Iteration 2F: 3 clusters Score -95121.34 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -95202.843750 Penalty: 2483.820312
	Iteration 3F: 3 clusters Score -95202.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -95249.171875 Penalty: 2483.820312
	Iteration 4Q: 3 clusters Score -95249.17 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -95293.007812 Penalty: 2483.820312
	Iteration 5Q: 3 clusters Score -95293.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -95318.843750 Penalty: 2483.820312
	Iteration 6Q: 3 clusters Score -95318.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -95333.710938 Penalty: 2483.820312
	Iteration 7Q: 3 clusters Score -95333.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -95338.640625 Penalty: 2483.820312
	Iteration 8Q: 3 clusters Score -95338.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -95344.546875 Penalty: 2483.820312
	Iteration 9Q: 3 clusters Score -95344.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -95348.515625 Penalty: 2483.820312
	Iteration 10Q: 3 clusters Score -95348.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -95354.078125 Penalty: 2483.820312
	Iteration 11Q: 3 clusters Score -95354.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -95359.007812 Penalty: 2483.820312
	Iteration 12Q: 3 clusters Score -95359.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -95366.984375 Penalty: 2483.820312
	Iteration 13Q: 3 clusters Score -95366.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -95373.046875 Penalty: 2483.820312
	Iteration 14Q: 3 clusters Score -95373.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -95378.609375 Penalty: 2483.820312
	Iteration 15Q: 3 clusters Score -95378.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -95383.265625 Penalty: 2483.820312
	Iteration 16Q: 3 clusters Score -95383.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -95386.132812 Penalty: 2483.820312
	Iteration 17Q: 3 clusters Score -95386.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -95389.976562 Penalty: 2483.820312
	Iteration 18Q: 3 clusters Score -95389.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -95392.539062 Penalty: 2483.820312
	Iteration 19Q: 3 clusters Score -95392.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -95394.718750 Penalty: 2483.820312
	Iteration 20F: 3 clusters Score -95394.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -95398.343750 Penalty: 2483.820312
	Iteration 21Q: 3 clusters Score -95398.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -95401.898438 Penalty: 2483.820312
	Iteration 22Q: 3 clusters Score -95401.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -95404.539062 Penalty: 2483.820312
	Iteration 23Q: 3 clusters Score -95404.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -95406.976562 Penalty: 2483.820312
	Iteration 24Q: 3 clusters Score -95406.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -95409.242188 Penalty: 2483.820312
	Iteration 25Q: 3 clusters Score -95409.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -95410.234375 Penalty: 2483.820312
	Iteration 26Q: 3 clusters Score -95410.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -95411.195312 Penalty: 2483.820312
	Iteration 27Q: 3 clusters Score -95411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -95413.234375 Penalty: 2483.820312
	Iteration 28Q: 3 clusters Score -95413.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -95414.125000 Penalty: 2483.820312
	Iteration 29Q: 3 clusters Score -95414.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -95414.125000 Penalty: 2483.820312
	Iteration 30F: 3 clusters Score -95414.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Entering Unmasked Estep 
Score: -246623.625000 Penalty: 1376.050537
	Iteration 0F: 2 clusters Score -246623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -242793.140625 Penalty: 2752.101074
	Iteration 0F: 3 clusters Score -242793.1 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -243808.734375 Penalty: 2752.101074
	Iteration 1F: 3 clusters Score -243808.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -243962.250000 Penalty: 2752.101074
	Iteration 2F: 3 clusters Score -243962.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -244054.750000 Penalty: 2752.101074
	Iteration 3Q: 3 clusters Score -244054.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -244123.796875 Penalty: 2752.101074
	Iteration 4Q: 3 clusters Score -244123.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -244185.875000 Penalty: 2752.101074
	Iteration 5Q: 3 clusters Score -244185.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -244236.546875 Penalty: 2752.101074
	Iteration 6Q: 3 clusters Score -244236.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -244285.437500 Penalty: 2752.101074
	Iteration 7Q: 3 clusters Score -244285.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -244338.609375 Penalty: 2752.101074
	Iteration 8Q: 3 clusters Score -244338.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -244393.859375 Penalty: 2752.101074
	Iteration 9Q: 3 clusters Score -244393.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -244453.609375 Penalty: 2752.101074
	Iteration 10Q: 3 clusters Score -244453.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -244511.578125 Penalty: 2752.101074
	Iteration 11Q: 3 clusters Score -244511.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -244578.703125 Penalty: 2752.101074
	Iteration 12Q: 3 clusters Score -244578.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -244654.906250 Penalty: 2752.101074
	Iteration 13Q: 3 clusters Score -244654.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -244734.953125 Penalty: 2752.101074
	Iteration 14Q: 3 clusters Score -244735 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -244843.406250 Penalty: 2752.101074
	Iteration 15Q: 3 clusters Score -244843.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -244955.468750 Penalty: 2752.101074
	Iteration 16Q: 3 clusters Score -244955.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -245059.046875 Penalty: 2752.101074
	Iteration 17Q: 3 clusters Score -245059 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -245129.437500 Penalty: 2752.101074
	Iteration 18Q: 3 clusters Score -245129.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -245187.859375 Penalty: 2752.101074
	Iteration 19Q: 3 clusters Score -245187.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -245232.328125 Penalty: 2752.101074
	Iteration 20F: 3 clusters Score -245232.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -245268.578125 Penalty: 2752.101074
	Iteration 21Q: 3 clusters Score -245268.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -245292.390625 Penalty: 2752.101074
	Iteration 22Q: 3 clusters Score -245292.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -245316.250000 Penalty: 2752.101074
	Iteration 23Q: 3 clusters Score -245316.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -245341.828125 Penalty: 2752.101074
	Iteration 24Q: 3 clusters Score -245341.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -245357.703125 Penalty: 2752.101074
	Iteration 25Q: 3 clusters Score -245357.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -245371.890625 Penalty: 2752.101074
	Iteration 26Q: 3 clusters Score -245371.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -245385.203125 Penalty: 2752.101074
	Iteration 27Q: 3 clusters Score -245385.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -245397.375000 Penalty: 2752.101074
	Iteration 28Q: 3 clusters Score -245397.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -245404.328125 Penalty: 2752.101074
	Iteration 29Q: 3 clusters Score -245404.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -245414.484375 Penalty: 2752.101074
	Iteration 30Q: 3 clusters Score -245414.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -245423.468750 Penalty: 2752.101074
	Iteration 31Q: 3 clusters Score -245423.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -245428.828125 Penalty: 2752.101074
	Iteration 32Q: 3 clusters Score -245428.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -245432.234375 Penalty: 2752.101074
	Iteration 33Q: 3 clusters Score -245432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -245434.312500 Penalty: 2752.101074
	Iteration 34Q: 3 clusters Score -245434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -245434.312500 Penalty: 2752.101074
	Iteration 35F: 3 clusters Score -245434.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Entering Unmasked Estep 
Score: -427389.468750 Penalty: 1478.126587
	Iteration 0F: 2 clusters Score -427389.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -420820.843750 Penalty: 2956.253174
	Iteration 0F: 3 clusters Score -420820.8 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -422989.156250 Penalty: 2956.253174
	Iteration 1F: 3 clusters Score -422989.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -423244.593750 Penalty: 2956.253174
	Iteration 2F: 3 clusters Score -423244.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -423431.625000 Penalty: 2956.253174
	Iteration 3Q: 3 clusters Score -423431.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -423595.843750 Penalty: 2956.253174
	Iteration 4Q: 3 clusters Score -423595.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -423759.718750 Penalty: 2956.253174
	Iteration 5Q: 3 clusters Score -423759.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -423948.062500 Penalty: 2956.253174
	Iteration 6Q: 3 clusters Score -423948.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -424125.437500 Penalty: 2956.253174
	Iteration 7Q: 3 clusters Score -424125.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -424296.156250 Penalty: 2956.253174
	Iteration 8Q: 3 clusters Score -424296.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -424489.812500 Penalty: 2956.253174
	Iteration 9Q: 3 clusters Score -424489.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -424711.093750 Penalty: 2956.253174
	Iteration 10Q: 3 clusters Score -424711.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -424964.187500 Penalty: 2956.253174
	Iteration 11Q: 3 clusters Score -424964.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -425215.781250 Penalty: 2956.253174
	Iteration 12Q: 3 clusters Score -425215.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -425483.250000 Penalty: 2956.253174
	Iteration 13Q: 3 clusters Score -425483.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -425699.312500 Penalty: 2956.253174
	Iteration 14Q: 3 clusters Score -425699.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -425888.343750 Penalty: 2956.253174
	Iteration 15Q: 3 clusters Score -425888.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -426004.500000 Penalty: 2956.253174
	Iteration 16Q: 3 clusters Score -426004.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -426100.031250 Penalty: 2956.253174
	Iteration 17Q: 3 clusters Score -426100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -426177.406250 Penalty: 2956.253174
	Iteration 18Q: 3 clusters Score -426177.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -426251.750000 Penalty: 2956.253174
	Iteration 19Q: 3 clusters Score -426251.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -426303.812500 Penalty: 2956.253174
	Iteration 20F: 3 clusters Score -426303.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -426327.406250 Penalty: 2956.253174
	Iteration 21Q: 3 clusters Score -426327.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -426340.093750 Penalty: 2956.253174
	Iteration 22Q: 3 clusters Score -426340.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -426347.843750 Penalty: 2956.253174
	Iteration 23Q: 3 clusters Score -426347.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -426356.625000 Penalty: 2956.253174
	Iteration 24Q: 3 clusters Score -426356.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -426360.406250 Penalty: 2956.253174
	Iteration 25Q: 3 clusters Score -426360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -426365.687500 Penalty: 2956.253174
	Iteration 26Q: 3 clusters Score -426365.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -426365.687500 Penalty: 2956.253174
	Iteration 27Q: 3 clusters Score -426365.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -426365.687500 Penalty: 2956.253174
	Iteration 28F: 3 clusters Score -426365.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Entering Unmasked Estep 
Score: -651119.875000 Penalty: 1543.095215
	Iteration 0F: 2 clusters Score -651119.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -641800.125000 Penalty: 3086.190430
	Iteration 0F: 3 clusters Score -641800.1 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -644949.375000 Penalty: 3086.190430
	Iteration 1F: 3 clusters Score -644949.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -645234.312500 Penalty: 3086.190430
	Iteration 2F: 3 clusters Score -645234.3 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -645511.562500 Penalty: 3086.190430
	Iteration 3F: 3 clusters Score -645511.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -645810.812500 Penalty: 3086.190430
	Iteration 4Q: 3 clusters Score -645810.8 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -646182.187500 Penalty: 3086.190430
	Iteration 5F: 3 clusters Score -646182.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -646617.750000 Penalty: 3086.190430
	Iteration 6F: 3 clusters Score -646617.8 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -647171.375000 Penalty: 3086.190430
	Iteration 7F: 3 clusters Score -647171.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -647744.125000 Penalty: 3086.190430
	Iteration 8F: 3 clusters Score -647744.1 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -648323.687500 Penalty: 3086.190430
	Iteration 9F: 3 clusters Score -648323.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -648820.437500 Penalty: 3086.190430
	Iteration 10Q: 3 clusters Score -648820.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -649202.000000 Penalty: 3086.190430
	Iteration 11Q: 3 clusters Score -649202 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -649450.687500 Penalty: 3086.190430
	Iteration 12Q: 3 clusters Score -649450.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -649605.812500 Penalty: 3086.190430
	Iteration 13Q: 3 clusters Score -649605.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -649689.312500 Penalty: 3086.190430
	Iteration 14Q: 3 clusters Score -649689.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -649725.875000 Penalty: 3086.190430
	Iteration 15Q: 3 clusters Score -649725.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -649743.375000 Penalty: 3086.190430
	Iteration 16Q: 3 clusters Score -649743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -649751.625000 Penalty: 3086.190430
	Iteration 17Q: 3 clusters Score -649751.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -649761.250000 Penalty: 3086.190430
	Iteration 18Q: 3 clusters Score -649761.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -649786.062500 Penalty: 3086.190430
	Iteration 19Q: 3 clusters Score -649786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -649796.500000 Penalty: 3086.190430
	Iteration 20F: 3 clusters Score -649796.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -649803.812500 Penalty: 3086.190430
	Iteration 21Q: 3 clusters Score -649803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -649808.000000 Penalty: 3086.190430
	Iteration 22Q: 3 clusters Score -649808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -649812.312500 Penalty: 3086.190430
	Iteration 23Q: 3 clusters Score -649812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -649815.437500 Penalty: 3086.190430
	Iteration 24Q: 3 clusters Score -649815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -649815.062500 Penalty: 3086.190430
	Iteration 25Q: 3 clusters Score -649815.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -649815.062500 Penalty: 3086.190430
	Iteration 26F: 3 clusters Score -649815.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Entering Unmasked Estep 
Score: -1184321.000000 Penalty: 1631.050049
	Iteration 0F: 2 clusters Score -1184321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1168856.250000 Penalty: 3262.100098
	Iteration 0F: 3 clusters Score -1168856 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1174390.500000 Penalty: 3262.100098
	Iteration 1F: 3 clusters Score -1174390 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1174852.875000 Penalty: 3262.100098
	Iteration 2Q: 3 clusters Score -1174853 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1175602.500000 Penalty: 3262.100098
	Iteration 3F: 3 clusters Score -1175602 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1176815.625000 Penalty: 3262.100098
	Iteration 4F: 3 clusters Score -1176816 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1178397.250000 Penalty: 3262.100098
	Iteration 5F: 3 clusters Score -1178397 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1180298.875000 Penalty: 3262.100098
	Iteration 6F: 3 clusters Score -1180299 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1181935.125000 Penalty: 3262.100098
	Iteration 7F: 3 clusters Score -1181935 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1182705.875000 Penalty: 3262.100098
	Iteration 8Q: 3 clusters Score -1182706 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1182966.250000 Penalty: 3262.100098
	Iteration 9Q: 3 clusters Score -1182966 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1183099.125000 Penalty: 3262.100098
	Iteration 10Q: 3 clusters Score -1183099 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1183173.750000 Penalty: 3262.100098
	Iteration 11Q: 3 clusters Score -1183174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1183215.125000 Penalty: 3262.100098
	Iteration 12Q: 3 clusters Score -1183215 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1183253.750000 Penalty: 3262.100098
	Iteration 13Q: 3 clusters Score -1183254 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1183278.625000 Penalty: 3262.100098
	Iteration 14Q: 3 clusters Score -1183279 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1183300.875000 Penalty: 3262.100098
	Iteration 15Q: 3 clusters Score -1183301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1183315.375000 Penalty: 3262.100098
	Iteration 16Q: 3 clusters Score -1183315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1183326.375000 Penalty: 3262.100098
	Iteration 17Q: 3 clusters Score -1183326 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1183340.000000 Penalty: 3262.100098
	Iteration 18Q: 3 clusters Score -1183340 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1183343.250000 Penalty: 3262.100098
	Iteration 19Q: 3 clusters Score -1183343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1183350.875000 Penalty: 3262.100098
	Iteration 20F: 3 clusters Score -1183351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1183356.500000 Penalty: 3262.100098
	Iteration 21Q: 3 clusters Score -1183356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1183365.125000 Penalty: 3262.100098
	Iteration 22Q: 3 clusters Score -1183365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1183366.375000 Penalty: 3262.100098
	Iteration 23Q: 3 clusters Score -1183366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1183370.250000 Penalty: 3262.100098
	Iteration 24Q: 3 clusters Score -1183370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1183375.000000 Penalty: 3262.100098
	Iteration 25Q: 3 clusters Score -1183375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1183375.375000 Penalty: 3262.100098
	Iteration 26Q: 3 clusters Score -1183375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1183377.375000 Penalty: 3262.100098
	Iteration 27Q: 3 clusters Score -1183377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1183379.500000 Penalty: 3262.100098
	Iteration 28Q: 3 clusters Score -1183380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1183379.250000 Penalty: 3262.100098
	Iteration 29Q: 3 clusters Score -1183379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1183381.250000 Penalty: 3262.100098
	Iteration 30Q: 3 clusters Score -1183381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1183382.125000 Penalty: 3262.100098
	Iteration 31Q: 3 clusters Score -1183382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1183383.250000 Penalty: 3262.100098
	Iteration 32Q: 3 clusters Score -1183383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1183382.250000 Penalty: 3262.100098
	Iteration 33Q: 3 clusters Score -1183382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1183383.000000 Penalty: 3262.100098
	Iteration 34Q: 3 clusters Score -1183383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1183382.000000 Penalty: 3262.100098
	Iteration 35Q: 3 clusters Score -1183382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1183383.750000 Penalty: 3262.100098
	Iteration 36Q: 3 clusters Score -1183384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1183381.750000 Penalty: 3262.100098
	Iteration 37Q: 3 clusters Score -1183382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1183381.875000 Penalty: 3262.100098
	Iteration 38Q: 3 clusters Score -1183382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1183382.250000 Penalty: 3262.100098
	Iteration 39Q: 3 clusters Score -1183382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1183380.500000 Penalty: 3262.100098
	Iteration 40F: 3 clusters Score -1183380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1183382.375000 Penalty: 3262.100098
	Iteration 41Q: 3 clusters Score -1183382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1183385.250000 Penalty: 3262.100098
	Iteration 42Q: 3 clusters Score -1183385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1183384.000000 Penalty: 3262.100098
	Iteration 43Q: 3 clusters Score -1183384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1183387.375000 Penalty: 3262.100098
	Iteration 44Q: 3 clusters Score -1183387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1183386.875000 Penalty: 3262.100098
	Iteration 45Q: 3 clusters Score -1183387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1183387.375000 Penalty: 3262.100098
	Iteration 46Q: 3 clusters Score -1183387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1183388.000000 Penalty: 3262.100098
	Iteration 47Q: 3 clusters Score -1183388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1183388.375000 Penalty: 3262.100098
	Iteration 48Q: 3 clusters Score -1183388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1183392.500000 Penalty: 3262.100098
	Iteration 49Q: 3 clusters Score -1183392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1183393.500000 Penalty: 3262.100098
	Iteration 50Q: 3 clusters Score -1183394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1183391.625000 Penalty: 3262.100098
	Iteration 51Q: 3 clusters Score -1183392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1183391.750000 Penalty: 3262.100098
	Iteration 52Q: 3 clusters Score -1183392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1183391.250000 Penalty: 3262.100098
	Iteration 53Q: 3 clusters Score -1183391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1183392.000000 Penalty: 3262.100098
	Iteration 54Q: 3 clusters Score -1183392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1183390.875000 Penalty: 3262.100098
	Iteration 55Q: 3 clusters Score -1183391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1183389.250000 Penalty: 3262.100098
	Iteration 56Q: 3 clusters Score -1183389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1183391.125000 Penalty: 3262.100098
	Iteration 57Q: 3 clusters Score -1183391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1183392.250000 Penalty: 3262.100098
	Iteration 58Q: 3 clusters Score -1183392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1183392.875000 Penalty: 3262.100098
	Iteration 59Q: 3 clusters Score -1183393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1183392.875000 Penalty: 3262.100098
	Iteration 60F: 3 clusters Score -1183393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1183393.125000 Penalty: 3262.100098
	Iteration 61Q: 3 clusters Score -1183393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1183394.125000 Penalty: 3262.100098
	Iteration 62Q: 3 clusters Score -1183394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1183394.000000 Penalty: 3262.100098
	Iteration 63Q: 3 clusters Score -1183394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1183393.875000 Penalty: 3262.100098
	Iteration 64Q: 3 clusters Score -1183394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1183395.000000 Penalty: 3262.100098
	Iteration 65Q: 3 clusters Score -1183395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1183395.000000 Penalty: 3262.100098
	Iteration 66F: 3 clusters Score -1183395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Entering Unmasked Estep 
Score: -77425.726562 Penalty: 1203.886230
	Iteration 0F: 2 clusters Score -77425.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -75583.203125 Penalty: 2407.772461
	Iteration 0F: 3 clusters Score -75583.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -75956.429688 Penalty: 2407.772461
	Iteration 1F: 3 clusters Score -75956.43 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -76086.320312 Penalty: 2407.772461
	Iteration 2F: 3 clusters Score -76086.32 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -76192.617188 Penalty: 2407.772461
	Iteration 3F: 3 clusters Score -76192.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -76298.171875 Penalty: 2407.772461
	Iteration 4Q: 3 clusters Score -76298.17 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -76408.656250 Penalty: 2407.772461
	Iteration 5Q: 3 clusters Score -76408.66 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -76503.226562 Penalty: 2407.772461
	Iteration 6Q: 3 clusters Score -76503.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -76563.500000 Penalty: 2407.772461
	Iteration 7Q: 3 clusters Score -76563.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -76651.984375 Penalty: 2407.772461
	Iteration 8Q: 3 clusters Score -76651.98 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -76767.679688 Penalty: 2407.772461
	Iteration 9Q: 3 clusters Score -76767.68 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -76905.070312 Penalty: 2407.772461
	Iteration 10F: 3 clusters Score -76905.07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -77082.367188 Penalty: 2407.772461
	Iteration 11F: 3 clusters Score -77082.37 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -77224.492188 Penalty: 2407.772461
	Iteration 12F: 3 clusters Score -77224.49 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -77302.679688 Penalty: 2407.772461
	Iteration 13Q: 3 clusters Score -77302.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -77342.359375 Penalty: 2407.772461
	Iteration 14Q: 3 clusters Score -77342.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -77358.734375 Penalty: 2407.772461
	Iteration 15Q: 3 clusters Score -77358.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -77366.890625 Penalty: 2407.772461
	Iteration 16Q: 3 clusters Score -77366.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -77373.539062 Penalty: 2407.772461
	Iteration 17Q: 3 clusters Score -77373.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -77379.367188 Penalty: 2407.772461
	Iteration 18Q: 3 clusters Score -77379.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77380.507812 Penalty: 2407.772461
	Iteration 19Q: 3 clusters Score -77380.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77381.742188 Penalty: 2407.772461
	Iteration 20F: 3 clusters Score -77381.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -77384.531250 Penalty: 2407.772461
	Iteration 21Q: 3 clusters Score -77384.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -77387.281250 Penalty: 2407.772461
	Iteration 22Q: 3 clusters Score -77387.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -77390.281250 Penalty: 2407.772461
	Iteration 23Q: 3 clusters Score -77390.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77390.335938 Penalty: 2407.772461
	Iteration 24Q: 3 clusters Score -77390.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -77390.335938 Penalty: 2407.772461
	Iteration 25F: 3 clusters Score -77390.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Entering Unmasked Estep 
Score: -569609.937500 Penalty: 1529.790771
	Iteration 0F: 2 clusters Score -569609.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -561029.375000 Penalty: 3059.581543
	Iteration 0F: 3 clusters Score -561029.4 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -564063.812500 Penalty: 3059.581543
	Iteration 1F: 3 clusters Score -564063.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -564464.187500 Penalty: 3059.581543
	Iteration 2F: 3 clusters Score -564464.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -564839.250000 Penalty: 3059.581543
	Iteration 3F: 3 clusters Score -564839.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -565179.500000 Penalty: 3059.581543
	Iteration 4F: 3 clusters Score -565179.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -565511.250000 Penalty: 3059.581543
	Iteration 5Q: 3 clusters Score -565511.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -565805.625000 Penalty: 3059.581543
	Iteration 6Q: 3 clusters Score -565805.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -566074.812500 Penalty: 3059.581543
	Iteration 7Q: 3 clusters Score -566074.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -566343.812500 Penalty: 3059.581543
	Iteration 8Q: 3 clusters Score -566343.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -566599.750000 Penalty: 3059.581543
	Iteration 9Q: 3 clusters Score -566599.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -566839.250000 Penalty: 3059.581543
	Iteration 10Q: 3 clusters Score -566839.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -567057.875000 Penalty: 3059.581543
	Iteration 11Q: 3 clusters Score -567057.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -567258.062500 Penalty: 3059.581543
	Iteration 12Q: 3 clusters Score -567258.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -567500.125000 Penalty: 3059.581543
	Iteration 13Q: 3 clusters Score -567500.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -567665.812500 Penalty: 3059.581543
	Iteration 14Q: 3 clusters Score -567665.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -567822.750000 Penalty: 3059.581543
	Iteration 15Q: 3 clusters Score -567822.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -567937.375000 Penalty: 3059.581543
	Iteration 16Q: 3 clusters Score -567937.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -568049.562500 Penalty: 3059.581543
	Iteration 17Q: 3 clusters Score -568049.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -568118.625000 Penalty: 3059.581543
	Iteration 18Q: 3 clusters Score -568118.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -568162.062500 Penalty: 3059.581543
	Iteration 19Q: 3 clusters Score -568162.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -568197.625000 Penalty: 3059.581543
	Iteration 20F: 3 clusters Score -568197.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -568219.562500 Penalty: 3059.581543
	Iteration 21Q: 3 clusters Score -568219.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -568234.750000 Penalty: 3059.581543
	Iteration 22Q: 3 clusters Score -568234.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -568245.562500 Penalty: 3059.581543
	Iteration 23Q: 3 clusters Score -568245.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -568252.625000 Penalty: 3059.581543
	Iteration 24Q: 3 clusters Score -568252.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -568261.687500 Penalty: 3059.581543
	Iteration 25Q: 3 clusters Score -568261.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -568268.875000 Penalty: 3059.581543
	Iteration 26Q: 3 clusters Score -568268.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -568274.625000 Penalty: 3059.581543
	Iteration 27Q: 3 clusters Score -568274.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -568280.250000 Penalty: 3059.581543
	Iteration 28Q: 3 clusters Score -568280.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -568285.062500 Penalty: 3059.581543
	Iteration 29Q: 3 clusters Score -568285.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -568293.375000 Penalty: 3059.581543
	Iteration 30Q: 3 clusters Score -568293.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -568296.187500 Penalty: 3059.581543
	Iteration 31Q: 3 clusters Score -568296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -568297.687500 Penalty: 3059.581543
	Iteration 32Q: 3 clusters Score -568297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -568300.875000 Penalty: 3059.581543
	Iteration 33Q: 3 clusters Score -568300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -568303.375000 Penalty: 3059.581543
	Iteration 34Q: 3 clusters Score -568303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -568305.750000 Penalty: 3059.581543
	Iteration 35Q: 3 clusters Score -568305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -568307.875000 Penalty: 3059.581543
	Iteration 36Q: 3 clusters Score -568307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -568308.750000 Penalty: 3059.581543
	Iteration 37Q: 3 clusters Score -568308.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -568309.187500 Penalty: 3059.581543
	Iteration 38Q: 3 clusters Score -568309.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -568310.937500 Penalty: 3059.581543
	Iteration 39Q: 3 clusters Score -568310.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -568313.000000 Penalty: 3059.581543
	Iteration 40F: 3 clusters Score -568313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Entering Unmasked Estep 
Score: -72570.289062 Penalty: 1212.048950
	Iteration 0F: 2 clusters Score -72570.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -70684.382812 Penalty: 2424.097900
	Iteration 0F: 3 clusters Score -70684.38 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -71086.664062 Penalty: 2424.097900
	Iteration 1F: 3 clusters Score -71086.66 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -71171.640625 Penalty: 2424.097900
	Iteration 2F: 3 clusters Score -71171.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -71216.765625 Penalty: 2424.097900
	Iteration 3Q: 3 clusters Score -71216.77 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -71253.843750 Penalty: 2424.097900
	Iteration 4Q: 3 clusters Score -71253.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -71292.664062 Penalty: 2424.097900
	Iteration 5Q: 3 clusters Score -71292.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -71318.734375 Penalty: 2424.097900
	Iteration 6Q: 3 clusters Score -71318.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -71334.312500 Penalty: 2424.097900
	Iteration 7Q: 3 clusters Score -71334.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -71346.742188 Penalty: 2424.097900
	Iteration 8Q: 3 clusters Score -71346.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -71360.578125 Penalty: 2424.097900
	Iteration 9Q: 3 clusters Score -71360.58 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -71372.921875 Penalty: 2424.097900
	Iteration 10Q: 3 clusters Score -71372.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -71384.882812 Penalty: 2424.097900
	Iteration 11Q: 3 clusters Score -71384.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -71394.375000 Penalty: 2424.097900
	Iteration 12Q: 3 clusters Score -71394.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -71409.304688 Penalty: 2424.097900
	Iteration 13Q: 3 clusters Score -71409.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -71419.437500 Penalty: 2424.097900
	Iteration 14Q: 3 clusters Score -71419.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -71427.148438 Penalty: 2424.097900
	Iteration 15Q: 3 clusters Score -71427.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -71433.835938 Penalty: 2424.097900
	Iteration 16Q: 3 clusters Score -71433.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -71439.445312 Penalty: 2424.097900
	Iteration 17Q: 3 clusters Score -71439.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -71445.109375 Penalty: 2424.097900
	Iteration 18Q: 3 clusters Score -71445.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -71447.218750 Penalty: 2424.097900
	Iteration 19Q: 3 clusters Score -71447.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -71448.601562 Penalty: 2424.097900
	Iteration 20F: 3 clusters Score -71448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -71451.023438 Penalty: 2424.097900
	Iteration 21Q: 3 clusters Score -71451.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -71455.742188 Penalty: 2424.097900
	Iteration 22Q: 3 clusters Score -71455.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -71457.992188 Penalty: 2424.097900
	Iteration 23Q: 3 clusters Score -71457.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -71460.343750 Penalty: 2424.097900
	Iteration 24Q: 3 clusters Score -71460.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -71462.351562 Penalty: 2424.097900
	Iteration 25Q: 3 clusters Score -71462.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -71467.250000 Penalty: 2424.097900
	Iteration 26Q: 3 clusters Score -71467.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -71470.257812 Penalty: 2424.097900
	Iteration 27Q: 3 clusters Score -71470.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -71476.320312 Penalty: 2424.097900
	Iteration 28Q: 3 clusters Score -71476.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -71480.054688 Penalty: 2424.097900
	Iteration 29Q: 3 clusters Score -71480.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -71483.804688 Penalty: 2424.097900
	Iteration 30Q: 3 clusters Score -71483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -71485.179688 Penalty: 2424.097900
	Iteration 31Q: 3 clusters Score -71485.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -71485.812500 Penalty: 2424.097900
	Iteration 32Q: 3 clusters Score -71485.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -71486.281250 Penalty: 2424.097900
	Iteration 33Q: 3 clusters Score -71486.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -71486.531250 Penalty: 2424.097900
	Iteration 34Q: 3 clusters Score -71486.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -71486.531250 Penalty: 2424.097900
	Iteration 35F: 3 clusters Score -71486.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (107632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107632 members 
Entering Unmasked Estep 
Score: -5305198.500000 Penalty: 1882.801880
	Iteration 0F: 2 clusters Score -5305198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -5233036.000000 Penalty: 3765.603760
	Iteration 0F: 3 clusters Score -5233036 nChanged 51644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -5264302.500000 Penalty: 3765.603760
	Iteration 1F: 3 clusters Score -5264302 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -5266216.000000 Penalty: 3765.603760
	Iteration 2Q: 3 clusters Score -5266216 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -5268683.500000 Penalty: 3765.603760
	Iteration 3Q: 3 clusters Score -5268684 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -5272190.000000 Penalty: 3765.603760
	Iteration 4F: 3 clusters Score -5272190 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -5276994.000000 Penalty: 3765.603760
	Iteration 5F: 3 clusters Score -5276994 nChanged 7527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67149 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5282846.500000 Penalty: 3765.603760
	Iteration 6F: 3 clusters Score -5282846 nChanged 7237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -5288550.500000 Penalty: 3765.603760
	Iteration 7F: 3 clusters Score -5288550 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -5292737.500000 Penalty: 3765.603760
	Iteration 8F: 3 clusters Score -5292738 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -5294958.000000 Penalty: 3765.603760
	Iteration 9Q: 3 clusters Score -5294958 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75248 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -5295939.000000 Penalty: 3765.603760
	Iteration 10Q: 3 clusters Score -5295939 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -5296484.500000 Penalty: 3765.603760
	Iteration 11Q: 3 clusters Score -5296484 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77179 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -5296803.000000 Penalty: 3765.603760
	Iteration 12Q: 3 clusters Score -5296803 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -5297034.000000 Penalty: 3765.603760
	Iteration 13Q: 3 clusters Score -5297034 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -5297177.500000 Penalty: 3765.603760
	Iteration 14Q: 3 clusters Score -5297178 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79571 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -5297336.500000 Penalty: 3765.603760
	Iteration 15Q: 3 clusters Score -5297336 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80290 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -5297456.000000 Penalty: 3765.603760
	Iteration 16Q: 3 clusters Score -5297456 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80989 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -5297566.500000 Penalty: 3765.603760
	Iteration 17Q: 3 clusters Score -5297566 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -5297676.500000 Penalty: 3765.603760
	Iteration 18Q: 3 clusters Score -5297676 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -5297794.000000 Penalty: 3765.603760
	Iteration 19Q: 3 clusters Score -5297794 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83230 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -5297915.500000 Penalty: 3765.603760
	Iteration 20F: 3 clusters Score -5297916 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -5298036.000000 Penalty: 3765.603760
	Iteration 21Q: 3 clusters Score -5298036 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84720 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -5298115.000000 Penalty: 3765.603760
	Iteration 22Q: 3 clusters Score -5298115 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85496 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -5298234.000000 Penalty: 3765.603760
	Iteration 23Q: 3 clusters Score -5298234 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86295 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -5298410.500000 Penalty: 3765.603760
	Iteration 24Q: 3 clusters Score -5298410 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -5298556.500000 Penalty: 3765.603760
	Iteration 25Q: 3 clusters Score -5298556 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -5298661.500000 Penalty: 3765.603760
	Iteration 26Q: 3 clusters Score -5298662 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -5298817.500000 Penalty: 3765.603760
	Iteration 27Q: 3 clusters Score -5298818 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -5298906.500000 Penalty: 3765.603760
	Iteration 28Q: 3 clusters Score -5298906 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -5299060.000000 Penalty: 3765.603760
	Iteration 29Q: 3 clusters Score -5299060 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91121 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -5299235.500000 Penalty: 3765.603760
	Iteration 30Q: 3 clusters Score -5299236 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92007 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -5299409.000000 Penalty: 3765.603760
	Iteration 31Q: 3 clusters Score -5299409 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -5299616.000000 Penalty: 3765.603760
	Iteration 32Q: 3 clusters Score -5299616 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93910 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -5299886.500000 Penalty: 3765.603760
	Iteration 33Q: 3 clusters Score -5299886 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -5300152.000000 Penalty: 3765.603760
	Iteration 34Q: 3 clusters Score -5300152 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -5300459.000000 Penalty: 3765.603760
	Iteration 35Q: 3 clusters Score -5300459 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96884 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -5300787.500000 Penalty: 3765.603760
	Iteration 36Q: 3 clusters Score -5300788 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97846 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -5301035.500000 Penalty: 3765.603760
	Iteration 37Q: 3 clusters Score -5301036 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98807 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -5301370.000000 Penalty: 3765.603760
	Iteration 38Q: 3 clusters Score -5301370 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -5301676.000000 Penalty: 3765.603760
	Iteration 39Q: 3 clusters Score -5301676 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100618 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5301986.500000 Penalty: 3765.603760
	Iteration 40F: 3 clusters Score -5301986 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -5302292.000000 Penalty: 3765.603760
	Iteration 41Q: 3 clusters Score -5302292 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5302573.000000 Penalty: 3765.603760
	Iteration 42Q: 3 clusters Score -5302573 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -5302815.500000 Penalty: 3765.603760
	Iteration 43Q: 3 clusters Score -5302816 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5303053.000000 Penalty: 3765.603760
	Iteration 44Q: 3 clusters Score -5303053 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -5303284.000000 Penalty: 3765.603760
	Iteration 45Q: 3 clusters Score -5303284 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104413 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -5303498.500000 Penalty: 3765.603760
	Iteration 46Q: 3 clusters Score -5303498 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104786 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5303665.500000 Penalty: 3765.603760
	Iteration 47Q: 3 clusters Score -5303666 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -5303806.000000 Penalty: 3765.603760
	Iteration 48Q: 3 clusters Score -5303806 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5303936.500000 Penalty: 3765.603760
	Iteration 49Q: 3 clusters Score -5303936 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5304047.500000 Penalty: 3765.603760
	Iteration 50Q: 3 clusters Score -5304048 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105762 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5304150.500000 Penalty: 3765.603760
	Iteration 51Q: 3 clusters Score -5304150 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105884 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5304270.500000 Penalty: 3765.603760
	Iteration 52Q: 3 clusters Score -5304270 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105995 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5304384.000000 Penalty: 3765.603760
	Iteration 53Q: 3 clusters Score -5304384 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5304505.000000 Penalty: 3765.603760
	Iteration 54Q: 3 clusters Score -5304505 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106106 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5304563.000000 Penalty: 3765.603760
	Iteration 55Q: 3 clusters Score -5304563 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106123 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5304618.500000 Penalty: 3765.603760
	Iteration 56Q: 3 clusters Score -5304618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5304655.000000 Penalty: 3765.603760
	Iteration 57Q: 3 clusters Score -5304655 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106101 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5304680.500000 Penalty: 3765.603760
	Iteration 58Q: 3 clusters Score -5304680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5304699.500000 Penalty: 3765.603760
	Iteration 59Q: 3 clusters Score -5304700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106072 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5304718.500000 Penalty: 3765.603760
	Iteration 60F: 3 clusters Score -5304718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106058 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5304745.000000 Penalty: 3765.603760
	Iteration 61Q: 3 clusters Score -5304745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106032 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5304758.000000 Penalty: 3765.603760
	Iteration 62Q: 3 clusters Score -5304758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106019 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5304764.500000 Penalty: 3765.603760
	Iteration 63Q: 3 clusters Score -5304764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106014 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5304772.000000 Penalty: 3765.603760
	Iteration 64Q: 3 clusters Score -5304772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5304782.000000 Penalty: 3765.603760
	Iteration 65Q: 3 clusters Score -5304782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5304779.000000 Penalty: 3765.603760
	Iteration 66Q: 3 clusters Score -5304779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105986 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5304788.500000 Penalty: 3765.603760
	Iteration 67Q: 3 clusters Score -5304788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105984 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5304789.000000 Penalty: 3765.603760
	Iteration 68Q: 3 clusters Score -5304789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5304790.500000 Penalty: 3765.603760
	Iteration 69Q: 3 clusters Score -5304790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5304791.500000 Penalty: 3765.603760
	Iteration 70Q: 3 clusters Score -5304792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5304790.500000 Penalty: 3765.603760
	Iteration 71Q: 3 clusters Score -5304790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5304787.500000 Penalty: 3765.603760
	Iteration 72Q: 3 clusters Score -5304788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105979 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5304794.000000 Penalty: 3765.603760
	Iteration 73Q: 3 clusters Score -5304794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5304794.000000 Penalty: 3765.603760
	Iteration 74Q: 3 clusters Score -5304794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5304802.000000 Penalty: 3765.603760
	Iteration 75Q: 3 clusters Score -5304802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105978 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5304811.000000 Penalty: 3765.603760
	Iteration 76Q: 3 clusters Score -5304811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105975 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5304811.000000 Penalty: 3765.603760
	Iteration 77Q: 3 clusters Score -5304811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105972 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5304809.000000 Penalty: 3765.603760
	Iteration 78Q: 3 clusters Score -5304809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -5304817.500000 Penalty: 3765.603760
	Iteration 79Q: 3 clusters Score -5304818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105968 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5304808.000000 Penalty: 3765.603760
	Iteration 80F: 3 clusters Score -5304808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5304818.500000 Penalty: 3765.603760
	Iteration 81Q: 3 clusters Score -5304818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5304814.000000 Penalty: 3765.603760
	Iteration 82Q: 3 clusters Score -5304814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105951 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5304811.000000 Penalty: 3765.603760
	Iteration 83Q: 3 clusters Score -5304811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5304807.000000 Penalty: 3765.603760
	Iteration 84Q: 3 clusters Score -5304807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5304809.000000 Penalty: 3765.603760
	Iteration 85Q: 3 clusters Score -5304809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5304805.000000 Penalty: 3765.603760
	Iteration 86Q: 3 clusters Score -5304805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105952 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5304812.000000 Penalty: 3765.603760
	Iteration 87Q: 3 clusters Score -5304812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105953 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5304807.500000 Penalty: 3765.603760
	Iteration 88Q: 3 clusters Score -5304808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105955 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5304807.000000 Penalty: 3765.603760
	Iteration 89Q: 3 clusters Score -5304807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105957 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -5304806.000000 Penalty: 3765.603760
	Iteration 90Q: 3 clusters Score -5304806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5304813.000000 Penalty: 3765.603760
	Iteration 91Q: 3 clusters Score -5304813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105965 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5304816.500000 Penalty: 3765.603760
	Iteration 92Q: 3 clusters Score -5304816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5304818.500000 Penalty: 3765.603760
	Iteration 93Q: 3 clusters Score -5304818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5304819.000000 Penalty: 3765.603760
	Iteration 94Q: 3 clusters Score -5304819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105967 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5304819.000000 Penalty: 3765.603760
	Iteration 95F: 3 clusters Score -5304819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Entering Unmasked Estep 
Score: -659568.687500 Penalty: 1546.203857
	Iteration 0F: 2 clusters Score -659568.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -649989.937500 Penalty: 3092.407715
	Iteration 0F: 3 clusters Score -649989.9 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -653240.562500 Penalty: 3092.407715
	Iteration 1F: 3 clusters Score -653240.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -653469.625000 Penalty: 3092.407715
	Iteration 2F: 3 clusters Score -653469.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -653651.250000 Penalty: 3092.407715
	Iteration 3Q: 3 clusters Score -653651.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -653807.312500 Penalty: 3092.407715
	Iteration 4Q: 3 clusters Score -653807.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -653973.625000 Penalty: 3092.407715
	Iteration 5Q: 3 clusters Score -653973.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -654189.062500 Penalty: 3092.407715
	Iteration 6Q: 3 clusters Score -654189.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -654489.750000 Penalty: 3092.407715
	Iteration 7Q: 3 clusters Score -654489.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -654850.250000 Penalty: 3092.407715
	Iteration 8Q: 3 clusters Score -654850.2 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -655236.312500 Penalty: 3092.407715
	Iteration 9Q: 3 clusters Score -655236.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -655636.562500 Penalty: 3092.407715
	Iteration 10Q: 3 clusters Score -655636.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -656075.562500 Penalty: 3092.407715
	Iteration 11F: 3 clusters Score -656075.6 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -656526.750000 Penalty: 3092.407715
	Iteration 12F: 3 clusters Score -656526.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -656911.125000 Penalty: 3092.407715
	Iteration 13Q: 3 clusters Score -656911.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -657241.062500 Penalty: 3092.407715
	Iteration 14Q: 3 clusters Score -657241.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -657477.875000 Penalty: 3092.407715
	Iteration 15Q: 3 clusters Score -657477.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -657626.437500 Penalty: 3092.407715
	Iteration 16Q: 3 clusters Score -657626.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -657754.312500 Penalty: 3092.407715
	Iteration 17Q: 3 clusters Score -657754.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -657888.562500 Penalty: 3092.407715
	Iteration 18Q: 3 clusters Score -657888.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -658020.062500 Penalty: 3092.407715
	Iteration 19Q: 3 clusters Score -658020.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -658135.687500 Penalty: 3092.407715
	Iteration 20F: 3 clusters Score -658135.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -658235.250000 Penalty: 3092.407715
	Iteration 21Q: 3 clusters Score -658235.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -658305.000000 Penalty: 3092.407715
	Iteration 22Q: 3 clusters Score -658305 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -658350.250000 Penalty: 3092.407715
	Iteration 23Q: 3 clusters Score -658350.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -658378.437500 Penalty: 3092.407715
	Iteration 24Q: 3 clusters Score -658378.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -658404.250000 Penalty: 3092.407715
	Iteration 25Q: 3 clusters Score -658404.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -658419.312500 Penalty: 3092.407715
	Iteration 26Q: 3 clusters Score -658419.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -658437.125000 Penalty: 3092.407715
	Iteration 27Q: 3 clusters Score -658437.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -658448.625000 Penalty: 3092.407715
	Iteration 28Q: 3 clusters Score -658448.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -658457.625000 Penalty: 3092.407715
	Iteration 29Q: 3 clusters Score -658457.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -658471.250000 Penalty: 3092.407715
	Iteration 30Q: 3 clusters Score -658471.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -658480.500000 Penalty: 3092.407715
	Iteration 31Q: 3 clusters Score -658480.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -658489.000000 Penalty: 3092.407715
	Iteration 32Q: 3 clusters Score -658489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -658494.937500 Penalty: 3092.407715
	Iteration 33Q: 3 clusters Score -658494.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -658504.812500 Penalty: 3092.407715
	Iteration 34Q: 3 clusters Score -658504.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -658511.375000 Penalty: 3092.407715
	Iteration 35Q: 3 clusters Score -658511.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -658517.437500 Penalty: 3092.407715
	Iteration 36Q: 3 clusters Score -658517.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -658525.375000 Penalty: 3092.407715
	Iteration 37Q: 3 clusters Score -658525.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -658529.062500 Penalty: 3092.407715
	Iteration 38Q: 3 clusters Score -658529.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -658539.062500 Penalty: 3092.407715
	Iteration 39Q: 3 clusters Score -658539.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -658542.562500 Penalty: 3092.407715
	Iteration 40F: 3 clusters Score -658542.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -658550.250000 Penalty: 3092.407715
	Iteration 41Q: 3 clusters Score -658550.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -658559.375000 Penalty: 3092.407715
	Iteration 42Q: 3 clusters Score -658559.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -658565.312500 Penalty: 3092.407715
	Iteration 43Q: 3 clusters Score -658565.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -658573.187500 Penalty: 3092.407715
	Iteration 44Q: 3 clusters Score -658573.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -658579.375000 Penalty: 3092.407715
	Iteration 45Q: 3 clusters Score -658579.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -658587.625000 Penalty: 3092.407715
	Iteration 46Q: 3 clusters Score -658587.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -658596.562500 Penalty: 3092.407715
	Iteration 47Q: 3 clusters Score -658596.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -658599.750000 Penalty: 3092.407715
	Iteration 48Q: 3 clusters Score -658599.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -658604.875000 Penalty: 3092.407715
	Iteration 49Q: 3 clusters Score -658604.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -658610.062500 Penalty: 3092.407715
	Iteration 50Q: 3 clusters Score -658610.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -658612.312500 Penalty: 3092.407715
	Iteration 51Q: 3 clusters Score -658612.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -658615.750000 Penalty: 3092.407715
	Iteration 52Q: 3 clusters Score -658615.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -658618.375000 Penalty: 3092.407715
	Iteration 53Q: 3 clusters Score -658618.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -658619.500000 Penalty: 3092.407715
	Iteration 54Q: 3 clusters Score -658619.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -658625.187500 Penalty: 3092.407715
	Iteration 55Q: 3 clusters Score -658625.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -658628.437500 Penalty: 3092.407715
	Iteration 56Q: 3 clusters Score -658628.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -658631.437500 Penalty: 3092.407715
	Iteration 57Q: 3 clusters Score -658631.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -658631.687500 Penalty: 3092.407715
	Iteration 58Q: 3 clusters Score -658631.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -658635.562500 Penalty: 3092.407715
	Iteration 59Q: 3 clusters Score -658635.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -658636.562500 Penalty: 3092.407715
	Iteration 60F: 3 clusters Score -658636.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -658637.937500 Penalty: 3092.407715
	Iteration 61Q: 3 clusters Score -658637.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -658640.125000 Penalty: 3092.407715
	Iteration 62Q: 3 clusters Score -658640.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -658640.937500 Penalty: 3092.407715
	Iteration 63Q: 3 clusters Score -658640.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -658644.375000 Penalty: 3092.407715
	Iteration 64Q: 3 clusters Score -658644.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -658646.125000 Penalty: 3092.407715
	Iteration 65Q: 3 clusters Score -658646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -658645.937500 Penalty: 3092.407715
	Iteration 66Q: 3 clusters Score -658645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -658644.312500 Penalty: 3092.407715
	Iteration 67Q: 3 clusters Score -658644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -658647.250000 Penalty: 3092.407715
	Iteration 68Q: 3 clusters Score -658647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -658648.687500 Penalty: 3092.407715
	Iteration 69Q: 3 clusters Score -658648.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -658649.812500 Penalty: 3092.407715
	Iteration 70Q: 3 clusters Score -658649.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -658650.625000 Penalty: 3092.407715
	Iteration 71Q: 3 clusters Score -658650.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -658652.312500 Penalty: 3092.407715
	Iteration 72Q: 3 clusters Score -658652.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -658655.625000 Penalty: 3092.407715
	Iteration 73Q: 3 clusters Score -658655.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -658655.875000 Penalty: 3092.407715
	Iteration 74Q: 3 clusters Score -658655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -658659.687500 Penalty: 3092.407715
	Iteration 75Q: 3 clusters Score -658659.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -658657.500000 Penalty: 3092.407715
	Iteration 76Q: 3 clusters Score -658657.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -658659.187500 Penalty: 3092.407715
	Iteration 77Q: 3 clusters Score -658659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -658661.000000 Penalty: 3092.407715
	Iteration 78Q: 3 clusters Score -658661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -658662.250000 Penalty: 3092.407715
	Iteration 79Q: 3 clusters Score -658662.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -658664.750000 Penalty: 3092.407715
	Iteration 80F: 3 clusters Score -658664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -658666.812500 Penalty: 3092.407715
	Iteration 81Q: 3 clusters Score -658666.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -658667.937500 Penalty: 3092.407715
	Iteration 82Q: 3 clusters Score -658667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -658669.312500 Penalty: 3092.407715
	Iteration 83Q: 3 clusters Score -658669.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -658668.500000 Penalty: 3092.407715
	Iteration 84Q: 3 clusters Score -658668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -658670.125000 Penalty: 3092.407715
	Iteration 85Q: 3 clusters Score -658670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -658672.000000 Penalty: 3092.407715
	Iteration 86Q: 3 clusters Score -658672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -658671.875000 Penalty: 3092.407715
	Iteration 87Q: 3 clusters Score -658671.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -658673.562500 Penalty: 3092.407715
	Iteration 88Q: 3 clusters Score -658673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -658674.187500 Penalty: 3092.407715
	Iteration 89Q: 3 clusters Score -658674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -658673.062500 Penalty: 3092.407715
	Iteration 90Q: 3 clusters Score -658673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -658675.125000 Penalty: 3092.407715
	Iteration 91Q: 3 clusters Score -658675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -658676.875000 Penalty: 3092.407715
	Iteration 92Q: 3 clusters Score -658676.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -658677.500000 Penalty: 3092.407715
	Iteration 93Q: 3 clusters Score -658677.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -658679.562500 Penalty: 3092.407715
	Iteration 94Q: 3 clusters Score -658679.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -658680.750000 Penalty: 3092.407715
	Iteration 95Q: 3 clusters Score -658680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -658679.812500 Penalty: 3092.407715
	Iteration 96Q: 3 clusters Score -658679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -658683.187500 Penalty: 3092.407715
	Iteration 97Q: 3 clusters Score -658683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -658684.062500 Penalty: 3092.407715
	Iteration 98Q: 3 clusters Score -658684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -658684.125000 Penalty: 3092.407715
	Iteration 99Q: 3 clusters Score -658684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -658683.937500 Penalty: 3092.407715
	Iteration 100F: 3 clusters Score -658683.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -658684.187500 Penalty: 3092.407715
	Iteration 101Q: 3 clusters Score -658684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -658684.187500 Penalty: 3092.407715
	Iteration 102Q: 3 clusters Score -658684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -658684.187500 Penalty: 3092.407715
	Iteration 103F: 3 clusters Score -658684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Entering Unmasked Estep 
Score: -882552.750000 Penalty: 1593.284302
	Iteration 0F: 2 clusters Score -882552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -870212.812500 Penalty: 3186.568604
	Iteration 0F: 3 clusters Score -870212.8 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -874579.187500 Penalty: 3186.568604
	Iteration 1F: 3 clusters Score -874579.2 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -874947.562500 Penalty: 3186.568604
	Iteration 2F: 3 clusters Score -874947.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -875257.375000 Penalty: 3186.568604
	Iteration 3Q: 3 clusters Score -875257.4 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -875528.937500 Penalty: 3186.568604
	Iteration 4Q: 3 clusters Score -875528.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -875807.312500 Penalty: 3186.568604
	Iteration 5Q: 3 clusters Score -875807.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -876123.750000 Penalty: 3186.568604
	Iteration 6Q: 3 clusters Score -876123.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -876555.125000 Penalty: 3186.568604
	Iteration 7Q: 3 clusters Score -876555.1 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -877089.187500 Penalty: 3186.568604
	Iteration 8Q: 3 clusters Score -877089.2 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -877654.312500 Penalty: 3186.568604
	Iteration 9Q: 3 clusters Score -877654.3 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -878146.750000 Penalty: 3186.568604
	Iteration 10Q: 3 clusters Score -878146.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -878513.250000 Penalty: 3186.568604
	Iteration 11Q: 3 clusters Score -878513.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -878759.312500 Penalty: 3186.568604
	Iteration 12Q: 3 clusters Score -878759.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -878935.625000 Penalty: 3186.568604
	Iteration 13Q: 3 clusters Score -878935.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -879073.875000 Penalty: 3186.568604
	Iteration 14Q: 3 clusters Score -879073.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -879184.125000 Penalty: 3186.568604
	Iteration 15Q: 3 clusters Score -879184.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -879283.812500 Penalty: 3186.568604
	Iteration 16Q: 3 clusters Score -879283.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -879357.812500 Penalty: 3186.568604
	Iteration 17Q: 3 clusters Score -879357.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -879418.687500 Penalty: 3186.568604
	Iteration 18Q: 3 clusters Score -879418.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -879473.750000 Penalty: 3186.568604
	Iteration 19Q: 3 clusters Score -879473.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -879531.750000 Penalty: 3186.568604
	Iteration 20F: 3 clusters Score -879531.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -879591.000000 Penalty: 3186.568604
	Iteration 21Q: 3 clusters Score -879591 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -879632.937500 Penalty: 3186.568604
	Iteration 22Q: 3 clusters Score -879632.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -879683.437500 Penalty: 3186.568604
	Iteration 23Q: 3 clusters Score -879683.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -879728.375000 Penalty: 3186.568604
	Iteration 24Q: 3 clusters Score -879728.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -879773.062500 Penalty: 3186.568604
	Iteration 25Q: 3 clusters Score -879773.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -879821.062500 Penalty: 3186.568604
	Iteration 26Q: 3 clusters Score -879821.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -879852.937500 Penalty: 3186.568604
	Iteration 27Q: 3 clusters Score -879852.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -879893.812500 Penalty: 3186.568604
	Iteration 28Q: 3 clusters Score -879893.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -879942.937500 Penalty: 3186.568604
	Iteration 29Q: 3 clusters Score -879942.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -879994.750000 Penalty: 3186.568604
	Iteration 30Q: 3 clusters Score -879994.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -880045.812500 Penalty: 3186.568604
	Iteration 31Q: 3 clusters Score -880045.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -880102.062500 Penalty: 3186.568604
	Iteration 32Q: 3 clusters Score -880102.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -880171.687500 Penalty: 3186.568604
	Iteration 33Q: 3 clusters Score -880171.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -880233.812500 Penalty: 3186.568604
	Iteration 34Q: 3 clusters Score -880233.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -880280.937500 Penalty: 3186.568604
	Iteration 35Q: 3 clusters Score -880280.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -880324.937500 Penalty: 3186.568604
	Iteration 36Q: 3 clusters Score -880324.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -880367.625000 Penalty: 3186.568604
	Iteration 37Q: 3 clusters Score -880367.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -880408.125000 Penalty: 3186.568604
	Iteration 38Q: 3 clusters Score -880408.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -880441.312500 Penalty: 3186.568604
	Iteration 39Q: 3 clusters Score -880441.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -880482.062500 Penalty: 3186.568604
	Iteration 40F: 3 clusters Score -880482.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -880518.187500 Penalty: 3186.568604
	Iteration 41Q: 3 clusters Score -880518.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -880549.750000 Penalty: 3186.568604
	Iteration 42Q: 3 clusters Score -880549.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -880580.812500 Penalty: 3186.568604
	Iteration 43Q: 3 clusters Score -880580.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -880604.250000 Penalty: 3186.568604
	Iteration 44Q: 3 clusters Score -880604.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -880632.562500 Penalty: 3186.568604
	Iteration 45Q: 3 clusters Score -880632.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -880658.437500 Penalty: 3186.568604
	Iteration 46Q: 3 clusters Score -880658.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -880685.812500 Penalty: 3186.568604
	Iteration 47Q: 3 clusters Score -880685.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -880715.437500 Penalty: 3186.568604
	Iteration 48Q: 3 clusters Score -880715.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -880747.125000 Penalty: 3186.568604
	Iteration 49Q: 3 clusters Score -880747.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -880773.125000 Penalty: 3186.568604
	Iteration 50Q: 3 clusters Score -880773.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -880802.062500 Penalty: 3186.568604
	Iteration 51Q: 3 clusters Score -880802.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -880835.875000 Penalty: 3186.568604
	Iteration 52Q: 3 clusters Score -880835.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -880860.312500 Penalty: 3186.568604
	Iteration 53Q: 3 clusters Score -880860.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -880883.375000 Penalty: 3186.568604
	Iteration 54Q: 3 clusters Score -880883.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -880903.812500 Penalty: 3186.568604
	Iteration 55Q: 3 clusters Score -880903.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -880920.937500 Penalty: 3186.568604
	Iteration 56Q: 3 clusters Score -880920.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -880940.937500 Penalty: 3186.568604
	Iteration 57Q: 3 clusters Score -880940.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -880959.437500 Penalty: 3186.568604
	Iteration 58Q: 3 clusters Score -880959.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -880982.812500 Penalty: 3186.568604
	Iteration 59Q: 3 clusters Score -880982.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -881017.125000 Penalty: 3186.568604
	Iteration 60F: 3 clusters Score -881017.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -881044.625000 Penalty: 3186.568604
	Iteration 61Q: 3 clusters Score -881044.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -881070.250000 Penalty: 3186.568604
	Iteration 62Q: 3 clusters Score -881070.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -881094.625000 Penalty: 3186.568604
	Iteration 63Q: 3 clusters Score -881094.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -881116.750000 Penalty: 3186.568604
	Iteration 64Q: 3 clusters Score -881116.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -881138.187500 Penalty: 3186.568604
	Iteration 65Q: 3 clusters Score -881138.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -881158.062500 Penalty: 3186.568604
	Iteration 66Q: 3 clusters Score -881158.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -881180.812500 Penalty: 3186.568604
	Iteration 67Q: 3 clusters Score -881180.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -881201.250000 Penalty: 3186.568604
	Iteration 68Q: 3 clusters Score -881201.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -881221.125000 Penalty: 3186.568604
	Iteration 69Q: 3 clusters Score -881221.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -881236.812500 Penalty: 3186.568604
	Iteration 70Q: 3 clusters Score -881236.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -881252.937500 Penalty: 3186.568604
	Iteration 71Q: 3 clusters Score -881252.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -881277.875000 Penalty: 3186.568604
	Iteration 72Q: 3 clusters Score -881277.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -881297.875000 Penalty: 3186.568604
	Iteration 73Q: 3 clusters Score -881297.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -881310.125000 Penalty: 3186.568604
	Iteration 74Q: 3 clusters Score -881310.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -881322.875000 Penalty: 3186.568604
	Iteration 75Q: 3 clusters Score -881322.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -881336.812500 Penalty: 3186.568604
	Iteration 76Q: 3 clusters Score -881336.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -881343.562500 Penalty: 3186.568604
	Iteration 77Q: 3 clusters Score -881343.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -881348.187500 Penalty: 3186.568604
	Iteration 78Q: 3 clusters Score -881348.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -881353.937500 Penalty: 3186.568604
	Iteration 79Q: 3 clusters Score -881353.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -881358.000000 Penalty: 3186.568604
	Iteration 80F: 3 clusters Score -881358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -881360.812500 Penalty: 3186.568604
	Iteration 81Q: 3 clusters Score -881360.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -881366.687500 Penalty: 3186.568604
	Iteration 82Q: 3 clusters Score -881366.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -881370.312500 Penalty: 3186.568604
	Iteration 83Q: 3 clusters Score -881370.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -881371.437500 Penalty: 3186.568604
	Iteration 84Q: 3 clusters Score -881371.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -881370.000000 Penalty: 3186.568604
	Iteration 85Q: 3 clusters Score -881370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -881372.812500 Penalty: 3186.568604
	Iteration 86Q: 3 clusters Score -881372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -881374.812500 Penalty: 3186.568604
	Iteration 87Q: 3 clusters Score -881374.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -881374.500000 Penalty: 3186.568604
	Iteration 88Q: 3 clusters Score -881374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -881374.312500 Penalty: 3186.568604
	Iteration 89Q: 3 clusters Score -881374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -881376.750000 Penalty: 3186.568604
	Iteration 90Q: 3 clusters Score -881376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -881376.375000 Penalty: 3186.568604
	Iteration 91Q: 3 clusters Score -881376.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -881377.125000 Penalty: 3186.568604
	Iteration 92Q: 3 clusters Score -881377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -881379.187500 Penalty: 3186.568604
	Iteration 93Q: 3 clusters Score -881379.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -881381.125000 Penalty: 3186.568604
	Iteration 94Q: 3 clusters Score -881381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -881383.562500 Penalty: 3186.568604
	Iteration 95Q: 3 clusters Score -881383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -881384.562500 Penalty: 3186.568604
	Iteration 96Q: 3 clusters Score -881384.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -881384.750000 Penalty: 3186.568604
	Iteration 97Q: 3 clusters Score -881384.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -881390.000000 Penalty: 3186.568604
	Iteration 98Q: 3 clusters Score -881390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -881393.125000 Penalty: 3186.568604
	Iteration 99Q: 3 clusters Score -881393.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -881395.125000 Penalty: 3186.568604
	Iteration 100F: 3 clusters Score -881395.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -881394.875000 Penalty: 3186.568604
	Iteration 101Q: 3 clusters Score -881394.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -881396.375000 Penalty: 3186.568604
	Iteration 102Q: 3 clusters Score -881396.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -881397.812500 Penalty: 3186.568604
	Iteration 103Q: 3 clusters Score -881397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -881398.937500 Penalty: 3186.568604
	Iteration 104Q: 3 clusters Score -881398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -881400.875000 Penalty: 3186.568604
	Iteration 105Q: 3 clusters Score -881400.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -881401.312500 Penalty: 3186.568604
	Iteration 106Q: 3 clusters Score -881401.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -881405.062500 Penalty: 3186.568604
	Iteration 107Q: 3 clusters Score -881405.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -881405.562500 Penalty: 3186.568604
	Iteration 108Q: 3 clusters Score -881405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -881407.812500 Penalty: 3186.568604
	Iteration 109Q: 3 clusters Score -881407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -881408.125000 Penalty: 3186.568604
	Iteration 110Q: 3 clusters Score -881408.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -881414.000000 Penalty: 3186.568604
	Iteration 111Q: 3 clusters Score -881414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -881415.437500 Penalty: 3186.568604
	Iteration 112Q: 3 clusters Score -881415.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -881417.687500 Penalty: 3186.568604
	Iteration 113Q: 3 clusters Score -881417.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -881418.437500 Penalty: 3186.568604
	Iteration 114Q: 3 clusters Score -881418.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -881422.500000 Penalty: 3186.568604
	Iteration 115Q: 3 clusters Score -881422.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -881424.250000 Penalty: 3186.568604
	Iteration 116Q: 3 clusters Score -881424.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -881425.687500 Penalty: 3186.568604
	Iteration 117Q: 3 clusters Score -881425.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -881431.437500 Penalty: 3186.568604
	Iteration 118Q: 3 clusters Score -881431.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -881433.562500 Penalty: 3186.568604
	Iteration 119Q: 3 clusters Score -881433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -881433.062500 Penalty: 3186.568604
	Iteration 120F: 3 clusters Score -881433.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -881436.625000 Penalty: 3186.568604
	Iteration 121Q: 3 clusters Score -881436.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -881437.000000 Penalty: 3186.568604
	Iteration 122Q: 3 clusters Score -881437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -881438.187500 Penalty: 3186.568604
	Iteration 123Q: 3 clusters Score -881438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -881439.437500 Penalty: 3186.568604
	Iteration 124Q: 3 clusters Score -881439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -881438.562500 Penalty: 3186.568604
	Iteration 125Q: 3 clusters Score -881438.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -881440.000000 Penalty: 3186.568604
	Iteration 126Q: 3 clusters Score -881440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -881440.000000 Penalty: 3186.568604
	Iteration 127F: 3 clusters Score -881440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -184597.328125 Penalty: 1368.432373
	Iteration 0F: 2 clusters Score -184597.3 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 2249 members 
Entering Unmasked Estep 
Score: -180915.625000 Penalty: 2736.864746
	Iteration 0F: 3 clusters Score -180915.6 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -181932.984375 Penalty: 2736.864746
	Iteration 1F: 3 clusters Score -181933 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -182108.093750 Penalty: 2736.864746
	Iteration 2F: 3 clusters Score -182108.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -182253.859375 Penalty: 2736.864746
	Iteration 3F: 3 clusters Score -182253.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -182386.921875 Penalty: 2736.864746
	Iteration 4Q: 3 clusters Score -182386.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -182492.453125 Penalty: 2736.864746
	Iteration 5Q: 3 clusters Score -182492.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -182563.343750 Penalty: 2736.864746
	Iteration 6Q: 3 clusters Score -182563.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -182628.375000 Penalty: 2736.864746
	Iteration 7Q: 3 clusters Score -182628.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -182696.765625 Penalty: 2736.864746
	Iteration 8Q: 3 clusters Score -182696.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -182749.390625 Penalty: 2736.864746
	Iteration 9Q: 3 clusters Score -182749.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -182788.156250 Penalty: 2736.864746
	Iteration 10Q: 3 clusters Score -182788.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -182825.562500 Penalty: 2736.864746
	Iteration 11Q: 3 clusters Score -182825.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -182859.875000 Penalty: 2736.864746
	Iteration 12Q: 3 clusters Score -182859.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -182886.156250 Penalty: 2736.864746
	Iteration 13Q: 3 clusters Score -182886.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -182911.281250 Penalty: 2736.864746
	Iteration 14Q: 3 clusters Score -182911.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -182935.109375 Penalty: 2736.864746
	Iteration 15Q: 3 clusters Score -182935.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -182953.046875 Penalty: 2736.864746
	Iteration 16Q: 3 clusters Score -182953 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -182970.437500 Penalty: 2736.864746
	Iteration 17Q: 3 clusters Score -182970.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -182990.390625 Penalty: 2736.864746
	Iteration 18Q: 3 clusters Score -182990.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -183005.234375 Penalty: 2736.864746
	Iteration 19Q: 3 clusters Score -183005.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -183020.046875 Penalty: 2736.864746
	Iteration 20F: 3 clusters Score -183020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -183035.171875 Penalty: 2736.864746
	Iteration 21Q: 3 clusters Score -183035.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -183048.171875 Penalty: 2736.864746
	Iteration 22Q: 3 clusters Score -183048.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -183058.875000 Penalty: 2736.864746
	Iteration 23Q: 3 clusters Score -183058.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -183069.515625 Penalty: 2736.864746
	Iteration 24Q: 3 clusters Score -183069.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -183079.359375 Penalty: 2736.864746
	Iteration 25Q: 3 clusters Score -183079.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -183092.375000 Penalty: 2736.864746
	Iteration 26Q: 3 clusters Score -183092.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -183100.031250 Penalty: 2736.864746
	Iteration 27Q: 3 clusters Score -183100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -183106.750000 Penalty: 2736.864746
	Iteration 28Q: 3 clusters Score -183106.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -183113.796875 Penalty: 2736.864746
	Iteration 29Q: 3 clusters Score -183113.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -183118.828125 Penalty: 2736.864746
	Iteration 30Q: 3 clusters Score -183118.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -183127.734375 Penalty: 2736.864746
	Iteration 31Q: 3 clusters Score -183127.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -183136.140625 Penalty: 2736.864746
	Iteration 32Q: 3 clusters Score -183136.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -183147.609375 Penalty: 2736.864746
	Iteration 33Q: 3 clusters Score -183147.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -183160.437500 Penalty: 2736.864746
	Iteration 34Q: 3 clusters Score -183160.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -183171.968750 Penalty: 2736.864746
	Iteration 35Q: 3 clusters Score -183172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -183181.359375 Penalty: 2736.864746
	Iteration 36Q: 3 clusters Score -183181.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -183190.218750 Penalty: 2736.864746
	Iteration 37Q: 3 clusters Score -183190.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -183198.312500 Penalty: 2736.864746
	Iteration 38Q: 3 clusters Score -183198.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -183204.718750 Penalty: 2736.864746
	Iteration 39Q: 3 clusters Score -183204.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -183212.343750 Penalty: 2736.864746
	Iteration 40F: 3 clusters Score -183212.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -183221.890625 Penalty: 2736.864746
	Iteration 41Q: 3 clusters Score -183221.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -183233.328125 Penalty: 2736.864746
	Iteration 42Q: 3 clusters Score -183233.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -183244.406250 Penalty: 2736.864746
	Iteration 43Q: 3 clusters Score -183244.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -183252.484375 Penalty: 2736.864746
	Iteration 44Q: 3 clusters Score -183252.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -183258.218750 Penalty: 2736.864746
	Iteration 45Q: 3 clusters Score -183258.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -183266.515625 Penalty: 2736.864746
	Iteration 46Q: 3 clusters Score -183266.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -183278.046875 Penalty: 2736.864746
	Iteration 47Q: 3 clusters Score -183278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -183290.453125 Penalty: 2736.864746
	Iteration 48Q: 3 clusters Score -183290.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -183304.625000 Penalty: 2736.864746
	Iteration 49Q: 3 clusters Score -183304.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -183324.093750 Penalty: 2736.864746
	Iteration 50Q: 3 clusters Score -183324.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -183337.656250 Penalty: 2736.864746
	Iteration 51Q: 3 clusters Score -183337.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -183351.453125 Penalty: 2736.864746
	Iteration 52Q: 3 clusters Score -183351.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -183363.875000 Penalty: 2736.864746
	Iteration 53Q: 3 clusters Score -183363.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183379.843750 Penalty: 2736.864746
	Iteration 54Q: 3 clusters Score -183379.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -183388.875000 Penalty: 2736.864746
	Iteration 55Q: 3 clusters Score -183388.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -183396.437500 Penalty: 2736.864746
	Iteration 56Q: 3 clusters Score -183396.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -183402.578125 Penalty: 2736.864746
	Iteration 57Q: 3 clusters Score -183402.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -183406.375000 Penalty: 2736.864746
	Iteration 58Q: 3 clusters Score -183406.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -183409.078125 Penalty: 2736.864746
	Iteration 59Q: 3 clusters Score -183409.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -183412.703125 Penalty: 2736.864746
	Iteration 60F: 3 clusters Score -183412.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -183416.703125 Penalty: 2736.864746
	Iteration 61Q: 3 clusters Score -183416.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -183421.171875 Penalty: 2736.864746
	Iteration 62Q: 3 clusters Score -183421.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -183425.171875 Penalty: 2736.864746
	Iteration 63Q: 3 clusters Score -183425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -183429.578125 Penalty: 2736.864746
	Iteration 64Q: 3 clusters Score -183429.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -183437.765625 Penalty: 2736.864746
	Iteration 65Q: 3 clusters Score -183437.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -183440.484375 Penalty: 2736.864746
	Iteration 66Q: 3 clusters Score -183440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -183441.578125 Penalty: 2736.864746
	Iteration 67Q: 3 clusters Score -183441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -183442.343750 Penalty: 2736.864746
	Iteration 68Q: 3 clusters Score -183442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -183442.859375 Penalty: 2736.864746
	Iteration 69Q: 3 clusters Score -183442.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -183442.859375 Penalty: 2736.864746
	Iteration 70F: 3 clusters Score -183442.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Entering Unmasked Estep 
Score: -72975.359375 Penalty: 1198.071289
	Iteration 0F: 2 clusters Score -72975.36 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 791 members 
Entering Unmasked Estep 
Score: -71142.734375 Penalty: 2396.142578
	Iteration 0F: 3 clusters Score -71142.73 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -71493.414062 Penalty: 2396.142578
	Iteration 1F: 3 clusters Score -71493.41 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -71586.609375 Penalty: 2396.142578
	Iteration 2F: 3 clusters Score -71586.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -71641.273438 Penalty: 2396.142578
	Iteration 3Q: 3 clusters Score -71641.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -71690.304688 Penalty: 2396.142578
	Iteration 4Q: 3 clusters Score -71690.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -71729.679688 Penalty: 2396.142578
	Iteration 5Q: 3 clusters Score -71729.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -71764.726562 Penalty: 2396.142578
	Iteration 6Q: 3 clusters Score -71764.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -71811.125000 Penalty: 2396.142578
	Iteration 7Q: 3 clusters Score -71811.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -71849.984375 Penalty: 2396.142578
	Iteration 8Q: 3 clusters Score -71849.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -71886.046875 Penalty: 2396.142578
	Iteration 9Q: 3 clusters Score -71886.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -71915.679688 Penalty: 2396.142578
	Iteration 10Q: 3 clusters Score -71915.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -71933.640625 Penalty: 2396.142578
	Iteration 11Q: 3 clusters Score -71933.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -71949.585938 Penalty: 2396.142578
	Iteration 12Q: 3 clusters Score -71949.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71965.460938 Penalty: 2396.142578
	Iteration 13Q: 3 clusters Score -71965.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -71979.781250 Penalty: 2396.142578
	Iteration 14Q: 3 clusters Score -71979.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -71993.585938 Penalty: 2396.142578
	Iteration 15Q: 3 clusters Score -71993.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -72000.804688 Penalty: 2396.142578
	Iteration 16Q: 3 clusters Score -72000.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -72007.382812 Penalty: 2396.142578
	Iteration 17Q: 3 clusters Score -72007.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -72012.421875 Penalty: 2396.142578
	Iteration 18Q: 3 clusters Score -72012.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -72018.250000 Penalty: 2396.142578
	Iteration 19Q: 3 clusters Score -72018.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -72022.203125 Penalty: 2396.142578
	Iteration 20F: 3 clusters Score -72022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -72026.296875 Penalty: 2396.142578
	Iteration 21Q: 3 clusters Score -72026.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -72029.734375 Penalty: 2396.142578
	Iteration 22Q: 3 clusters Score -72029.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -72032.828125 Penalty: 2396.142578
	Iteration 23Q: 3 clusters Score -72032.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -72035.109375 Penalty: 2396.142578
	Iteration 24Q: 3 clusters Score -72035.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -72036.234375 Penalty: 2396.142578
	Iteration 25Q: 3 clusters Score -72036.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -72037.656250 Penalty: 2396.142578
	Iteration 26Q: 3 clusters Score -72037.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -72040.281250 Penalty: 2396.142578
	Iteration 27Q: 3 clusters Score -72040.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -72042.007812 Penalty: 2396.142578
	Iteration 28Q: 3 clusters Score -72042.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -72045.992188 Penalty: 2396.142578
	Iteration 29Q: 3 clusters Score -72045.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -72050.695312 Penalty: 2396.142578
	Iteration 30Q: 3 clusters Score -72050.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -72055.820312 Penalty: 2396.142578
	Iteration 31Q: 3 clusters Score -72055.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -72058.906250 Penalty: 2396.142578
	Iteration 32Q: 3 clusters Score -72058.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -72066.484375 Penalty: 2396.142578
	Iteration 33Q: 3 clusters Score -72066.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -72075.679688 Penalty: 2396.142578
	Iteration 34Q: 3 clusters Score -72075.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72082.437500 Penalty: 2396.142578
	Iteration 35Q: 3 clusters Score -72082.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72087.625000 Penalty: 2396.142578
	Iteration 36Q: 3 clusters Score -72087.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -72089.187500 Penalty: 2396.142578
	Iteration 37Q: 3 clusters Score -72089.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -72090.937500 Penalty: 2396.142578
	Iteration 38Q: 3 clusters Score -72090.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -72091.820312 Penalty: 2396.142578
	Iteration 39Q: 3 clusters Score -72091.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -72094.578125 Penalty: 2396.142578
	Iteration 40F: 3 clusters Score -72094.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -72097.734375 Penalty: 2396.142578
	Iteration 41Q: 3 clusters Score -72097.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -72100.203125 Penalty: 2396.142578
	Iteration 42Q: 3 clusters Score -72100.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -72100.937500 Penalty: 2396.142578
	Iteration 43Q: 3 clusters Score -72100.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -72106.062500 Penalty: 2396.142578
	Iteration 44Q: 3 clusters Score -72106.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -72111.039062 Penalty: 2396.142578
	Iteration 45Q: 3 clusters Score -72111.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -72118.156250 Penalty: 2396.142578
	Iteration 46Q: 3 clusters Score -72118.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -72123.210938 Penalty: 2396.142578
	Iteration 47Q: 3 clusters Score -72123.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -72125.781250 Penalty: 2396.142578
	Iteration 48Q: 3 clusters Score -72125.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -72129.687500 Penalty: 2396.142578
	Iteration 49Q: 3 clusters Score -72129.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72134.796875 Penalty: 2396.142578
	Iteration 50Q: 3 clusters Score -72134.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72136.265625 Penalty: 2396.142578
	Iteration 51Q: 3 clusters Score -72136.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -72137.164062 Penalty: 2396.142578
	Iteration 52Q: 3 clusters Score -72137.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -72138.507812 Penalty: 2396.142578
	Iteration 53Q: 3 clusters Score -72138.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -72139.671875 Penalty: 2396.142578
	Iteration 54Q: 3 clusters Score -72139.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -72139.671875 Penalty: 2396.142578
	Iteration 55F: 3 clusters Score -72139.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Entering Unmasked Estep 
Score: -1627470.500000 Penalty: 1686.016968
	Iteration 0F: 2 clusters Score -1627470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1605780.500000 Penalty: 3372.033936
	Iteration 0F: 3 clusters Score -1605780 nChanged 14903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1614158.000000 Penalty: 3372.033936
	Iteration 1F: 3 clusters Score -1614158 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1614607.250000 Penalty: 3372.033936
	Iteration 2Q: 3 clusters Score -1614607 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1615191.250000 Penalty: 3372.033936
	Iteration 3Q: 3 clusters Score -1615191 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1616005.125000 Penalty: 3372.033936
	Iteration 4Q: 3 clusters Score -1616005 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1617089.875000 Penalty: 3372.033936
	Iteration 5F: 3 clusters Score -1617090 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1618645.125000 Penalty: 3372.033936
	Iteration 6F: 3 clusters Score -1618645 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1620319.875000 Penalty: 3372.033936
	Iteration 7F: 3 clusters Score -1620320 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1621630.500000 Penalty: 3372.033936
	Iteration 8F: 3 clusters Score -1621630 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1622567.875000 Penalty: 3372.033936
	Iteration 9Q: 3 clusters Score -1622568 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1623192.125000 Penalty: 3372.033936
	Iteration 10Q: 3 clusters Score -1623192 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1623600.250000 Penalty: 3372.033936
	Iteration 11Q: 3 clusters Score -1623600 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1623880.125000 Penalty: 3372.033936
	Iteration 12Q: 3 clusters Score -1623880 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1624132.125000 Penalty: 3372.033936
	Iteration 13Q: 3 clusters Score -1624132 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1624363.500000 Penalty: 3372.033936
	Iteration 14Q: 3 clusters Score -1624364 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1624547.875000 Penalty: 3372.033936
	Iteration 15Q: 3 clusters Score -1624548 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1624726.125000 Penalty: 3372.033936
	Iteration 16Q: 3 clusters Score -1624726 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1624905.000000 Penalty: 3372.033936
	Iteration 17Q: 3 clusters Score -1624905 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1625068.125000 Penalty: 3372.033936
	Iteration 18Q: 3 clusters Score -1625068 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1625217.750000 Penalty: 3372.033936
	Iteration 19Q: 3 clusters Score -1625218 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1625354.250000 Penalty: 3372.033936
	Iteration 20F: 3 clusters Score -1625354 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1625473.375000 Penalty: 3372.033936
	Iteration 21Q: 3 clusters Score -1625473 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1625560.500000 Penalty: 3372.033936
	Iteration 22Q: 3 clusters Score -1625560 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1625640.125000 Penalty: 3372.033936
	Iteration 23Q: 3 clusters Score -1625640 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1625726.625000 Penalty: 3372.033936
	Iteration 24Q: 3 clusters Score -1625727 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1625800.625000 Penalty: 3372.033936
	Iteration 25Q: 3 clusters Score -1625801 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1625848.500000 Penalty: 3372.033936
	Iteration 26Q: 3 clusters Score -1625848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1625894.750000 Penalty: 3372.033936
	Iteration 27Q: 3 clusters Score -1625895 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1625933.750000 Penalty: 3372.033936
	Iteration 28Q: 3 clusters Score -1625934 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1625959.750000 Penalty: 3372.033936
	Iteration 29Q: 3 clusters Score -1625960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1625983.625000 Penalty: 3372.033936
	Iteration 30Q: 3 clusters Score -1625984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1626000.875000 Penalty: 3372.033936
	Iteration 31Q: 3 clusters Score -1626001 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1626018.125000 Penalty: 3372.033936
	Iteration 32Q: 3 clusters Score -1626018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1626033.500000 Penalty: 3372.033936
	Iteration 33Q: 3 clusters Score -1626034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1626045.375000 Penalty: 3372.033936
	Iteration 34Q: 3 clusters Score -1626045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1626052.750000 Penalty: 3372.033936
	Iteration 35Q: 3 clusters Score -1626053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1626071.500000 Penalty: 3372.033936
	Iteration 36Q: 3 clusters Score -1626072 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1626083.500000 Penalty: 3372.033936
	Iteration 37Q: 3 clusters Score -1626084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1626089.375000 Penalty: 3372.033936
	Iteration 38Q: 3 clusters Score -1626089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1626094.875000 Penalty: 3372.033936
	Iteration 39Q: 3 clusters Score -1626095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1626096.375000 Penalty: 3372.033936
	Iteration 40F: 3 clusters Score -1626096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1626102.125000 Penalty: 3372.033936
	Iteration 41Q: 3 clusters Score -1626102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1626106.750000 Penalty: 3372.033936
	Iteration 42Q: 3 clusters Score -1626107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1626107.500000 Penalty: 3372.033936
	Iteration 43Q: 3 clusters Score -1626108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1626111.625000 Penalty: 3372.033936
	Iteration 44Q: 3 clusters Score -1626112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1626114.750000 Penalty: 3372.033936
	Iteration 45Q: 3 clusters Score -1626115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1626117.125000 Penalty: 3372.033936
	Iteration 46Q: 3 clusters Score -1626117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1626119.750000 Penalty: 3372.033936
	Iteration 47Q: 3 clusters Score -1626120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1626125.250000 Penalty: 3372.033936
	Iteration 48Q: 3 clusters Score -1626125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1626132.750000 Penalty: 3372.033936
	Iteration 49Q: 3 clusters Score -1626133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1626133.875000 Penalty: 3372.033936
	Iteration 50Q: 3 clusters Score -1626134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1626135.375000 Penalty: 3372.033936
	Iteration 51Q: 3 clusters Score -1626135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1626135.000000 Penalty: 3372.033936
	Iteration 52Q: 3 clusters Score -1626135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1626135.250000 Penalty: 3372.033936
	Iteration 53Q: 3 clusters Score -1626135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1626134.625000 Penalty: 3372.033936
	Iteration 54Q: 3 clusters Score -1626135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1626136.375000 Penalty: 3372.033936
	Iteration 55Q: 3 clusters Score -1626136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1626135.875000 Penalty: 3372.033936
	Iteration 56Q: 3 clusters Score -1626136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1626135.875000 Penalty: 3372.033936
	Iteration 57F: 3 clusters Score -1626136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Entering Unmasked Estep 
Score: -429151.500000 Penalty: 1469.254639
	Iteration 0F: 2 clusters Score -429151.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -422992.812500 Penalty: 2938.509277
	Iteration 0F: 3 clusters Score -422992.8 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -424897.750000 Penalty: 2938.509277
	Iteration 1F: 3 clusters Score -424897.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -425169.593750 Penalty: 2938.509277
	Iteration 2F: 3 clusters Score -425169.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -425399.093750 Penalty: 2938.509277
	Iteration 3F: 3 clusters Score -425399.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -425591.718750 Penalty: 2938.509277
	Iteration 4Q: 3 clusters Score -425591.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -425773.187500 Penalty: 2938.509277
	Iteration 5Q: 3 clusters Score -425773.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -425943.437500 Penalty: 2938.509277
	Iteration 6Q: 3 clusters Score -425943.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -426105.937500 Penalty: 2938.509277
	Iteration 7Q: 3 clusters Score -426105.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -426268.906250 Penalty: 2938.509277
	Iteration 8Q: 3 clusters Score -426268.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -426448.125000 Penalty: 2938.509277
	Iteration 9Q: 3 clusters Score -426448.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -426629.718750 Penalty: 2938.509277
	Iteration 10Q: 3 clusters Score -426629.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -426781.531250 Penalty: 2938.509277
	Iteration 11Q: 3 clusters Score -426781.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -426931.406250 Penalty: 2938.509277
	Iteration 12Q: 3 clusters Score -426931.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -427102.125000 Penalty: 2938.509277
	Iteration 13Q: 3 clusters Score -427102.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -427261.875000 Penalty: 2938.509277
	Iteration 14Q: 3 clusters Score -427261.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -427373.906250 Penalty: 2938.509277
	Iteration 15Q: 3 clusters Score -427373.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -427453.687500 Penalty: 2938.509277
	Iteration 16Q: 3 clusters Score -427453.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -427513.968750 Penalty: 2938.509277
	Iteration 17Q: 3 clusters Score -427514 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -427548.500000 Penalty: 2938.509277
	Iteration 18Q: 3 clusters Score -427548.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -427573.125000 Penalty: 2938.509277
	Iteration 19Q: 3 clusters Score -427573.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -427590.968750 Penalty: 2938.509277
	Iteration 20F: 3 clusters Score -427591 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -427605.000000 Penalty: 2938.509277
	Iteration 21Q: 3 clusters Score -427605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -427613.531250 Penalty: 2938.509277
	Iteration 22Q: 3 clusters Score -427613.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -427618.312500 Penalty: 2938.509277
	Iteration 23Q: 3 clusters Score -427618.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -427622.343750 Penalty: 2938.509277
	Iteration 24Q: 3 clusters Score -427622.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -427626.593750 Penalty: 2938.509277
	Iteration 25Q: 3 clusters Score -427626.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -427628.875000 Penalty: 2938.509277
	Iteration 26Q: 3 clusters Score -427628.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -427629.812500 Penalty: 2938.509277
	Iteration 27Q: 3 clusters Score -427629.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -427630.500000 Penalty: 2938.509277
	Iteration 28Q: 3 clusters Score -427630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -427630.500000 Penalty: 2938.509277
	Iteration 29Q: 3 clusters Score -427630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -427632.062500 Penalty: 2938.509277
	Iteration 30Q: 3 clusters Score -427632.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -427632.812500 Penalty: 2938.509277
	Iteration 31Q: 3 clusters Score -427632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -427632.531250 Penalty: 2938.509277
	Iteration 32Q: 3 clusters Score -427632.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -427632.531250 Penalty: 2938.509277
	Iteration 33F: 3 clusters Score -427632.5 nChanged 0
--- Evaluating fit on full set of 1756689 points ---
Entering Unmasked Estep 
Score: -84637520.000000 Penalty: 42058.402344
20->19 Clusters: Score -84637520.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 585563 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 29213 members 
Mstep: Class 3 contains 29348 members 
Mstep: Class 4 contains 29352 members 
Mstep: Class 5 contains 29195 members 
Mstep: Class 6 contains 29190 members 
Mstep: Class 7 contains 29486 members 
Mstep: Class 8 contains 28978 members 
Mstep: Class 9 contains 29140 members 
Mstep: Class 10 contains 29099 members 
Mstep: Class 11 contains 29337 members 
Mstep: Class 12 contains 29144 members 
Mstep: Class 13 contains 29488 members 
Mstep: Class 14 contains 29152 members 
Mstep: Class 15 contains 29617 members 
Mstep: Class 16 contains 29466 members 
Mstep: Class 17 contains 29478 members 
Mstep: Class 18 contains 29185 members 
Mstep: Class 19 contains 29482 members 
Mstep: Class 20 contains 29043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 816.468506 but Gain 2158.054688
Score: -26075532.000000 Penalty: 41003.015625
Iteration 0F: 20 clusters Score -2.607553e+07 nChanged 551183
Entering Unmasked Mstep 
Mstep: Class 0 contains 684 members 
Mstep: Class 2 contains 46979 members 
Mstep: Class 3 contains 30599 members 
Mstep: Class 4 contains 28360 members 
Mstep: Class 5 contains 22313 members 
Mstep: Class 6 contains 23960 members 
Mstep: Class 7 contains 28007 members 
Mstep: Class 8 contains 26599 members 
Mstep: Class 9 contains 31577 members 
Mstep: Class 10 contains 19960 members 
Mstep: Class 11 contains 25769 members 
Mstep: Class 12 contains 28566 members 
Mstep: Class 13 contains 40489 members 
Mstep: Class 14 contains 22577 members 
Mstep: Class 15 contains 57158 members 
Mstep: Class 16 contains 29609 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 18413 members 
Mstep: Class 19 contains 40683 members 
Mstep: Class 20 contains 30212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27385012.000000 Penalty: 41003.015625
Iteration 1F: 20 clusters Score -2.738501e+07 nChanged 164214
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 2 contains 61451 members 
Mstep: Class 3 contains 22376 members 
Mstep: Class 4 contains 26088 members 
Mstep: Class 5 contains 19328 members 
Mstep: Class 6 contains 19946 members 
Mstep: Class 7 contains 25088 members 
Mstep: Class 8 contains 29268 members 
Mstep: Class 9 contains 25728 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 11 contains 21120 members 
Mstep: Class 12 contains 26489 members 
Mstep: Class 13 contains 49300 members 
Mstep: Class 14 contains 18772 members 
Mstep: Class 15 contains 78020 members 
Mstep: Class 16 contains 28750 members 
Mstep: Class 17 contains 30373 members 
Mstep: Class 18 contains 14265 members 
Mstep: Class 19 contains 45988 members 
Mstep: Class 20 contains 28191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27579724.000000 Penalty: 41003.015625
Iteration 2F: 20 clusters Score -2.757972e+07 nChanged 122890
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 69854 members 
Mstep: Class 3 contains 15383 members 
Mstep: Class 4 contains 26297 members 
Mstep: Class 5 contains 18190 members 
Mstep: Class 6 contains 15329 members 
Mstep: Class 7 contains 23814 members 
Mstep: Class 8 contains 29491 members 
Mstep: Class 9 contains 21926 members 
Mstep: Class 10 contains 12272 members 
Mstep: Class 11 contains 18754 members 
Mstep: Class 12 contains 24276 members 
Mstep: Class 13 contains 55367 members 
Mstep: Class 14 contains 16698 members 
Mstep: Class 15 contains 95928 members 
Mstep: Class 16 contains 26212 members 
Mstep: Class 17 contains 27782 members 
Mstep: Class 18 contains 11283 members 
Mstep: Class 19 contains 49052 members 
Mstep: Class 20 contains 27625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27683392.000000 Penalty: 41003.015625
Iteration 3F: 20 clusters Score -2.768339e+07 nChanged 93730
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 74580 members 
Mstep: Class 3 contains 10378 members 
Mstep: Class 4 contains 26672 members 
Mstep: Class 5 contains 17212 members 
Mstep: Class 6 contains 11666 members 
Mstep: Class 7 contains 23051 members 
Mstep: Class 8 contains 27487 members 
Mstep: Class 9 contains 19660 members 
Mstep: Class 10 contains 11160 members 
Mstep: Class 11 contains 18404 members 
Mstep: Class 12 contains 22308 members 
Mstep: Class 13 contains 59602 members 
Mstep: Class 14 contains 15503 members 
Mstep: Class 15 contains 112607 members 
Mstep: Class 16 contains 22842 members 
Mstep: Class 17 contains 25047 members 
Mstep: Class 18 contains 8743 members 
Mstep: Class 19 contains 49576 members 
Mstep: Class 20 contains 29048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27758026.000000 Penalty: 41003.015625
Iteration 4F: 20 clusters Score -2.775803e+07 nChanged 81503
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 77019 members 
Mstep: Class 3 contains 6674 members 
Mstep: Class 4 contains 26230 members 
Mstep: Class 5 contains 16367 members 
Mstep: Class 6 contains 8700 members 
Mstep: Class 7 contains 22325 members 
Mstep: Class 8 contains 24573 members 
Mstep: Class 9 contains 17615 members 
Mstep: Class 10 contains 10913 members 
Mstep: Class 11 contains 19119 members 
Mstep: Class 12 contains 20842 members 
Mstep: Class 13 contains 62992 members 
Mstep: Class 14 contains 14450 members 
Mstep: Class 15 contains 129846 members 
Mstep: Class 16 contains 19340 members 
Mstep: Class 17 contains 21921 members 
Mstep: Class 18 contains 6533 members 
Mstep: Class 19 contains 48032 members 
Mstep: Class 20 contains 32061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27823144.000000 Penalty: 41003.015625
Iteration 5F: 20 clusters Score -2.782314e+07 nChanged 74323
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 2 contains 77120 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 25085 members 
Mstep: Class 5 contains 15356 members 
Mstep: Class 6 contains 6624 members 
Mstep: Class 7 contains 21698 members 
Mstep: Class 8 contains 21448 members 
Mstep: Class 9 contains 15448 members 
Mstep: Class 10 contains 11398 members 
Mstep: Class 11 contains 20103 members 
Mstep: Class 12 contains 19826 members 
Mstep: Class 13 contains 65647 members 
Mstep: Class 14 contains 13304 members 
Mstep: Class 15 contains 148157 members 
Mstep: Class 16 contains 16018 members 
Mstep: Class 17 contains 18385 members 
Mstep: Class 18 contains 4882 members 
Mstep: Class 19 contains 45111 members 
Mstep: Class 20 contains 35831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27881334.000000 Penalty: 41003.015625
Iteration 6F: 20 clusters Score -2.788133e+07 nChanged 67758
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 74535 members 
Mstep: Class 3 contains 2635 members 
Mstep: Class 4 contains 23729 members 
Mstep: Class 5 contains 14151 members 
Mstep: Class 6 contains 5125 members 
Mstep: Class 7 contains 21073 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 13473 members 
Mstep: Class 10 contains 12377 members 
Mstep: Class 11 contains 20653 members 
Mstep: Class 12 contains 19476 members 
Mstep: Class 13 contains 68018 members 
Mstep: Class 14 contains 11909 members 
Mstep: Class 15 contains 167606 members 
Mstep: Class 16 contains 13041 members 
Mstep: Class 17 contains 14705 members 
Mstep: Class 18 contains 4067 members 
Mstep: Class 19 contains 40994 members 
Mstep: Class 20 contains 39399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27931352.000000 Penalty: 41003.015625
Iteration 7F: 20 clusters Score -2.793135e+07 nChanged 61258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 69352 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 22513 members 
Mstep: Class 5 contains 12906 members 
Mstep: Class 6 contains 4013 members 
Mstep: Class 7 contains 20212 members 
Mstep: Class 8 contains 16231 members 
Mstep: Class 9 contains 11748 members 
Mstep: Class 10 contains 13880 members 
Mstep: Class 11 contains 20705 members 
Mstep: Class 12 contains 19442 members 
Mstep: Class 13 contains 69817 members 
Mstep: Class 14 contains 10197 members 
Mstep: Class 15 contains 188484 members 
Mstep: Class 16 contains 10554 members 
Mstep: Class 17 contains 11302 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 36486 members 
Mstep: Class 20 contains 42181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27975724.000000 Penalty: 41003.015625
Iteration 8F: 20 clusters Score -2.797572e+07 nChanged 55800
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 2 contains 61894 members 
Mstep: Class 3 contains 1520 members 
Mstep: Class 4 contains 21432 members 
Mstep: Class 5 contains 11691 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 19115 members 
Mstep: Class 8 contains 14262 members 
Mstep: Class 9 contains 10330 members 
Mstep: Class 10 contains 15727 members 
Mstep: Class 11 contains 20456 members 
Mstep: Class 12 contains 19576 members 
Mstep: Class 13 contains 71232 members 
Mstep: Class 14 contains 8279 members 
Mstep: Class 15 contains 210267 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 8538 members 
Mstep: Class 18 contains 3406 members 
Mstep: Class 19 contains 32137 members 
Mstep: Class 20 contains 43911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28016684.000000 Penalty: 41003.015625
Iteration 9F: 20 clusters Score -2.801668e+07 nChanged 49616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 52697 members 
Mstep: Class 3 contains 1407 members 
Mstep: Class 4 contains 20367 members 
Mstep: Class 5 contains 10605 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 17925 members 
Mstep: Class 8 contains 12658 members 
Mstep: Class 9 contains 9258 members 
Mstep: Class 10 contains 17694 members 
Mstep: Class 11 contains 20017 members 
Mstep: Class 12 contains 19433 members 
Mstep: Class 13 contains 72213 members 
Mstep: Class 14 contains 6378 members 
Mstep: Class 15 contains 232025 members 
Mstep: Class 16 contains 7121 members 
Mstep: Class 17 contains 6567 members 
Mstep: Class 18 contains 3265 members 
Mstep: Class 19 contains 28639 members 
Mstep: Class 20 contains 44749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28052436.000000 Penalty: 41003.015625
Iteration 10F: 20 clusters Score -2.805244e+07 nChanged 42675
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 43050 members 
Mstep: Class 3 contains 1374 members 
Mstep: Class 4 contains 19353 members 
Mstep: Class 5 contains 9602 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 16685 members 
Mstep: Class 8 contains 11169 members 
Mstep: Class 9 contains 8442 members 
Mstep: Class 10 contains 19697 members 
Mstep: Class 11 contains 19564 members 
Mstep: Class 12 contains 18898 members 
Mstep: Class 13 contains 72390 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 252480 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 5298 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 26749 members 
Mstep: Class 20 contains 44941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28081850.000000 Penalty: 41003.015625
Iteration 11F: 20 clusters Score -2.808185e+07 nChanged 35716
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 2 contains 34222 members 
Mstep: Class 3 contains 1364 members 
Mstep: Class 4 contains 18381 members 
Mstep: Class 5 contains 8887 members 
Mstep: Class 6 contains 1715 members 
Mstep: Class 7 contains 15465 members 
Mstep: Class 8 contains 9675 members 
Mstep: Class 9 contains 7813 members 
Mstep: Class 10 contains 21513 members 
Mstep: Class 11 contains 19161 members 
Mstep: Class 12 contains 18092 members 
Mstep: Class 13 contains 71795 members 
Mstep: Class 14 contains 3706 members 
Mstep: Class 15 contains 270175 members 
Mstep: Class 16 contains 4775 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 26428 members 
Mstep: Class 20 contains 44668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28103644.000000 Penalty: 41003.015625
Iteration 12F: 20 clusters Score -2.810364e+07 nChanged 29359
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 26679 members 
Mstep: Class 3 contains 1361 members 
Mstep: Class 4 contains 17534 members 
Mstep: Class 5 contains 8363 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 7 contains 14400 members 
Mstep: Class 8 contains 8242 members 
Mstep: Class 9 contains 7399 members 
Mstep: Class 10 contains 23206 members 
Mstep: Class 11 contains 18877 members 
Mstep: Class 12 contains 17251 members 
Mstep: Class 13 contains 70587 members 
Mstep: Class 14 contains 2986 members 
Mstep: Class 15 contains 285153 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 4294 members 
Mstep: Class 18 contains 3061 members 
Mstep: Class 19 contains 26790 members 
Mstep: Class 20 contains 43996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28119914.000000 Penalty: 41003.015625
Iteration 13F: 20 clusters Score -2.811991e+07 nChanged 24204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 2 contains 20447 members 
Mstep: Class 3 contains 1367 members 
Mstep: Class 4 contains 16831 members 
Mstep: Class 5 contains 7996 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 13538 members 
Mstep: Class 8 contains 6977 members 
Mstep: Class 9 contains 7123 members 
Mstep: Class 10 contains 24790 members 
Mstep: Class 11 contains 18655 members 
Mstep: Class 12 contains 16409 members 
Mstep: Class 13 contains 69067 members 
Mstep: Class 14 contains 2484 members 
Mstep: Class 15 contains 297484 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 4154 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 27455 members 
Mstep: Class 20 contains 43132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28132210.000000 Penalty: 41003.015625
Iteration 14Q: 20 clusters Score -2.813221e+07 nChanged 20182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 15461 members 
Mstep: Class 3 contains 1365 members 
Mstep: Class 4 contains 16291 members 
Mstep: Class 5 contains 7710 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 12870 members 
Mstep: Class 8 contains 5919 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 26261 members 
Mstep: Class 11 contains 18524 members 
Mstep: Class 12 contains 15617 members 
Mstep: Class 13 contains 67167 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 307867 members 
Mstep: Class 16 contains 2906 members 
Mstep: Class 17 contains 4090 members 
Mstep: Class 18 contains 3048 members 
Mstep: Class 19 contains 28060 members 
Mstep: Class 20 contains 42106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28141586.000000 Penalty: 41003.015625
Iteration 15Q: 20 clusters Score -2.814159e+07 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 11600 members 
Mstep: Class 3 contains 1360 members 
Mstep: Class 4 contains 15834 members 
Mstep: Class 5 contains 7486 members 
Mstep: Class 6 contains 1079 members 
Mstep: Class 7 contains 12377 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 6905 members 
Mstep: Class 10 contains 27663 members 
Mstep: Class 11 contains 18443 members 
Mstep: Class 12 contains 14847 members 
Mstep: Class 13 contains 65039 members 
Mstep: Class 14 contains 1944 members 
Mstep: Class 15 contains 316397 members 
Mstep: Class 16 contains 2614 members 
Mstep: Class 17 contains 4208 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 28618 members 
Mstep: Class 20 contains 41054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28148948.000000 Penalty: 41003.015625
Iteration 16Q: 20 clusters Score -2.814895e+07 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 8612 members 
Mstep: Class 3 contains 1375 members 
Mstep: Class 4 contains 15484 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 1011 members 
Mstep: Class 7 contains 11997 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 28992 members 
Mstep: Class 11 contains 18398 members 
Mstep: Class 12 contains 14112 members 
Mstep: Class 13 contains 62844 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 323611 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 4417 members 
Mstep: Class 18 contains 3021 members 
Mstep: Class 19 contains 29036 members 
Mstep: Class 20 contains 39982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28155004.000000 Penalty: 41003.015625
Iteration 17Q: 20 clusters Score -2.8155e+07 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 4 contains 15122 members 
Mstep: Class 5 contains 7200 members 
Mstep: Class 6 contains 953 members 
Mstep: Class 7 contains 11747 members 
Mstep: Class 8 contains 3766 members 
Mstep: Class 9 contains 6812 members 
Mstep: Class 10 contains 30218 members 
Mstep: Class 11 contains 18405 members 
Mstep: Class 12 contains 13422 members 
Mstep: Class 13 contains 60522 members 
Mstep: Class 14 contains 1693 members 
Mstep: Class 15 contains 329741 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 4625 members 
Mstep: Class 18 contains 3005 members 
Mstep: Class 19 contains 29181 members 
Mstep: Class 20 contains 39092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28160272.000000 Penalty: 41003.015625
Iteration 18Q: 20 clusters Score -2.816027e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 4861 members 
Mstep: Class 3 contains 1435 members 
Mstep: Class 4 contains 14787 members 
Mstep: Class 5 contains 7085 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 11578 members 
Mstep: Class 8 contains 3305 members 
Mstep: Class 9 contains 6806 members 
Mstep: Class 10 contains 31371 members 
Mstep: Class 11 contains 18444 members 
Mstep: Class 12 contains 12852 members 
Mstep: Class 13 contains 58272 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 334859 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 4853 members 
Mstep: Class 18 contains 2983 members 
Mstep: Class 19 contains 29128 members 
Mstep: Class 20 contains 38309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28164380.000000 Penalty: 41003.015625
Iteration 19Q: 20 clusters Score -2.816438e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 3768 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 14457 members 
Mstep: Class 5 contains 6989 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 11469 members 
Mstep: Class 8 contains 2951 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 10 contains 32372 members 
Mstep: Class 11 contains 18484 members 
Mstep: Class 12 contains 12331 members 
Mstep: Class 13 contains 56097 members 
Mstep: Class 14 contains 1566 members 
Mstep: Class 15 contains 339119 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 5096 members 
Mstep: Class 18 contains 2973 members 
Mstep: Class 19 contains 28983 members 
Mstep: Class 20 contains 37651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28168092.000000 Penalty: 41003.015625
Iteration 20F: 20 clusters Score -2.816809e+07 nChanged 9014
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 1515 members 
Mstep: Class 4 contains 14111 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 831 members 
Mstep: Class 7 contains 11379 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 6888 members 
Mstep: Class 10 contains 33224 members 
Mstep: Class 11 contains 18564 members 
Mstep: Class 12 contains 11836 members 
Mstep: Class 13 contains 54221 members 
Mstep: Class 14 contains 1522 members 
Mstep: Class 15 contains 342776 members 
Mstep: Class 16 contains 2086 members 
Mstep: Class 17 contains 5329 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 28721 members 
Mstep: Class 20 contains 37049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28171488.000000 Penalty: 41003.015625
Iteration 21Q: 20 clusters Score -2.817149e+07 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 2 contains 2386 members 
Mstep: Class 3 contains 1558 members 
Mstep: Class 4 contains 13772 members 
Mstep: Class 5 contains 6833 members 
Mstep: Class 6 contains 807 members 
Mstep: Class 7 contains 11284 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 6948 members 
Mstep: Class 10 contains 33978 members 
Mstep: Class 11 contains 18697 members 
Mstep: Class 12 contains 11436 members 
Mstep: Class 13 contains 52624 members 
Mstep: Class 14 contains 1493 members 
Mstep: Class 15 contains 345748 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 5543 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 28385 members 
Mstep: Class 20 contains 36520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28173994.000000 Penalty: 41003.015625
Iteration 22Q: 20 clusters Score -2.817399e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 1605 members 
Mstep: Class 4 contains 13417 members 
Mstep: Class 5 contains 6770 members 
Mstep: Class 6 contains 794 members 
Mstep: Class 7 contains 11193 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 7034 members 
Mstep: Class 10 contains 34619 members 
Mstep: Class 11 contains 18844 members 
Mstep: Class 12 contains 11080 members 
Mstep: Class 13 contains 51269 members 
Mstep: Class 14 contains 1462 members 
Mstep: Class 15 contains 348278 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 5750 members 
Mstep: Class 18 contains 2970 members 
Mstep: Class 19 contains 27941 members 
Mstep: Class 20 contains 36052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2076.860596 but Gain 2158.054688
Score: -28176038.000000 Penalty: 38844.960938
Iteration 23Q: 19 clusters Score -2.817604e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1641 members 
Mstep: Class 4 contains 13081 members 
Mstep: Class 5 contains 6717 members 
Mstep: Class 6 contains 781 members 
Mstep: Class 7 contains 11080 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 7134 members 
Mstep: Class 10 contains 35172 members 
Mstep: Class 11 contains 18965 members 
Mstep: Class 12 contains 10770 members 
Mstep: Class 13 contains 50189 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 351885 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 2961 members 
Mstep: Class 19 contains 27659 members 
Mstep: Class 20 contains 35619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28179756.000000 Penalty: 38844.960938
Iteration 24Q: 19 clusters Score -2.817976e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 12797 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 777 members 
Mstep: Class 7 contains 10960 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 7218 members 
Mstep: Class 10 contains 35669 members 
Mstep: Class 11 contains 19089 members 
Mstep: Class 12 contains 10484 members 
Mstep: Class 13 contains 49312 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 353595 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 2953 members 
Mstep: Class 19 contains 26932 members 
Mstep: Class 20 contains 35248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28181140.000000 Penalty: 38844.960938
Iteration 25Q: 19 clusters Score -2.818114e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 12487 members 
Mstep: Class 5 contains 6673 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 10869 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 7324 members 
Mstep: Class 10 contains 36093 members 
Mstep: Class 11 contains 19218 members 
Mstep: Class 12 contains 10201 members 
Mstep: Class 13 contains 48604 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 355147 members 
Mstep: Class 16 contains 3003 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 2944 members 
Mstep: Class 19 contains 26156 members 
Mstep: Class 20 contains 34950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2050.859619 but Gain 2158.054688
Score: -28182512.000000 Penalty: 36686.906250
Iteration 26Q: 18 clusters Score -2.818251e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 12171 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 753 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 9 contains 7438 members 
Mstep: Class 10 contains 36528 members 
Mstep: Class 11 contains 19345 members 
Mstep: Class 12 contains 9974 members 
Mstep: Class 13 contains 48038 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 357669 members 
Mstep: Class 16 contains 3312 members 
Mstep: Class 17 contains 6315 members 
Mstep: Class 18 contains 2935 members 
Mstep: Class 19 contains 25827 members 
Mstep: Class 20 contains 34707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28185344.000000 Penalty: 36686.906250
Iteration 27Q: 18 clusters Score -2.818534e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 11838 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 743 members 
Mstep: Class 7 contains 10680 members 
Mstep: Class 9 contains 7549 members 
Mstep: Class 10 contains 36822 members 
Mstep: Class 11 contains 19475 members 
Mstep: Class 12 contains 9745 members 
Mstep: Class 13 contains 47514 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 358927 members 
Mstep: Class 16 contains 3602 members 
Mstep: Class 17 contains 6383 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 25048 members 
Mstep: Class 20 contains 34517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28185932.000000 Penalty: 36686.906250
Iteration 28Q: 18 clusters Score -2.818593e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1739 members 
Mstep: Class 4 contains 11555 members 
Mstep: Class 5 contains 6660 members 
Mstep: Class 6 contains 731 members 
Mstep: Class 7 contains 10587 members 
Mstep: Class 9 contains 7658 members 
Mstep: Class 10 contains 37106 members 
Mstep: Class 11 contains 19587 members 
Mstep: Class 12 contains 9547 members 
Mstep: Class 13 contains 47125 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 359978 members 
Mstep: Class 16 contains 3909 members 
Mstep: Class 17 contains 6398 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 19 contains 24297 members 
Mstep: Class 20 contains 34356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28186584.000000 Penalty: 36686.906250
Iteration 29Q: 18 clusters Score -2.818658e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1752 members 
Mstep: Class 4 contains 11304 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 10476 members 
Mstep: Class 9 contains 7746 members 
Mstep: Class 10 contains 37391 members 
Mstep: Class 11 contains 19691 members 
Mstep: Class 12 contains 9360 members 
Mstep: Class 13 contains 46811 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 360967 members 
Mstep: Class 16 contains 4212 members 
Mstep: Class 17 contains 6410 members 
Mstep: Class 18 contains 2912 members 
Mstep: Class 19 contains 23553 members 
Mstep: Class 20 contains 34206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28187184.000000 Penalty: 36686.906250
Iteration 30Q: 18 clusters Score -2.818718e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 11075 members 
Mstep: Class 5 contains 6627 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 10360 members 
Mstep: Class 9 contains 7829 members 
Mstep: Class 10 contains 37660 members 
Mstep: Class 11 contains 19773 members 
Mstep: Class 12 contains 9181 members 
Mstep: Class 13 contains 46582 members 
Mstep: Class 14 contains 1412 members 
Mstep: Class 15 contains 361850 members 
Mstep: Class 16 contains 4518 members 
Mstep: Class 17 contains 6397 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 22835 members 
Mstep: Class 20 contains 34072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28187876.000000 Penalty: 36686.906250
Iteration 31Q: 18 clusters Score -2.818788e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 10854 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 702 members 
Mstep: Class 7 contains 10235 members 
Mstep: Class 9 contains 7912 members 
Mstep: Class 10 contains 37931 members 
Mstep: Class 11 contains 19859 members 
Mstep: Class 12 contains 9047 members 
Mstep: Class 13 contains 46407 members 
Mstep: Class 14 contains 1416 members 
Mstep: Class 15 contains 362598 members 
Mstep: Class 16 contains 4810 members 
Mstep: Class 17 contains 6374 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 22149 members 
Mstep: Class 20 contains 33947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28188262.000000 Penalty: 36686.906250
Iteration 32Q: 18 clusters Score -2.818826e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 10682 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 696 members 
Mstep: Class 7 contains 10119 members 
Mstep: Class 9 contains 7988 members 
Mstep: Class 10 contains 38177 members 
Mstep: Class 11 contains 19929 members 
Mstep: Class 12 contains 8941 members 
Mstep: Class 13 contains 46290 members 
Mstep: Class 14 contains 1418 members 
Mstep: Class 15 contains 363249 members 
Mstep: Class 16 contains 5085 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 21456 members 
Mstep: Class 20 contains 33821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28188496.000000 Penalty: 36686.906250
Iteration 33Q: 18 clusters Score -2.81885e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 10528 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 694 members 
Mstep: Class 7 contains 9987 members 
Mstep: Class 9 contains 8056 members 
Mstep: Class 10 contains 38420 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 8882 members 
Mstep: Class 13 contains 46234 members 
Mstep: Class 14 contains 1414 members 
Mstep: Class 15 contains 363849 members 
Mstep: Class 16 contains 5327 members 
Mstep: Class 17 contains 6387 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 20757 members 
Mstep: Class 20 contains 33694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28188746.000000 Penalty: 36686.906250
Iteration 34Q: 18 clusters Score -2.818875e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1816 members 
Mstep: Class 4 contains 10364 members 
Mstep: Class 5 contains 6613 members 
Mstep: Class 6 contains 691 members 
Mstep: Class 7 contains 9863 members 
Mstep: Class 9 contains 8131 members 
Mstep: Class 10 contains 38630 members 
Mstep: Class 11 contains 20095 members 
Mstep: Class 12 contains 8825 members 
Mstep: Class 13 contains 46285 members 
Mstep: Class 14 contains 1414 members 
Mstep: Class 15 contains 364414 members 
Mstep: Class 16 contains 5532 members 
Mstep: Class 17 contains 6384 members 
Mstep: Class 18 contains 2898 members 
Mstep: Class 19 contains 20042 members 
Mstep: Class 20 contains 33565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28189114.000000 Penalty: 36686.906250
Iteration 35Q: 18 clusters Score -2.818911e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 10194 members 
Mstep: Class 5 contains 6608 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 9755 members 
Mstep: Class 9 contains 8212 members 
Mstep: Class 10 contains 38818 members 
Mstep: Class 11 contains 20144 members 
Mstep: Class 12 contains 8761 members 
Mstep: Class 13 contains 46409 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 364949 members 
Mstep: Class 16 contains 5713 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 19338 members 
Mstep: Class 20 contains 33451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28189508.000000 Penalty: 36686.906250
Iteration 36Q: 18 clusters Score -2.818951e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 10036 members 
Mstep: Class 5 contains 6615 members 
Mstep: Class 6 contains 694 members 
Mstep: Class 7 contains 9644 members 
Mstep: Class 9 contains 8298 members 
Mstep: Class 10 contains 39014 members 
Mstep: Class 11 contains 20224 members 
Mstep: Class 12 contains 8693 members 
Mstep: Class 13 contains 46573 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 365320 members 
Mstep: Class 16 contains 5868 members 
Mstep: Class 17 contains 6385 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 18710 members 
Mstep: Class 20 contains 33349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190068.000000 Penalty: 36686.906250
Iteration 37Q: 18 clusters Score -2.819007e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 9848 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 693 members 
Mstep: Class 7 contains 9538 members 
Mstep: Class 9 contains 8391 members 
Mstep: Class 10 contains 39208 members 
Mstep: Class 11 contains 20307 members 
Mstep: Class 12 contains 8638 members 
Mstep: Class 13 contains 46749 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 365641 members 
Mstep: Class 16 contains 6026 members 
Mstep: Class 17 contains 6396 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 18092 members 
Mstep: Class 20 contains 33269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190268.000000 Penalty: 36686.906250
Iteration 38Q: 18 clusters Score -2.819027e+07 nChanged 2159
Entering ConstructFrom: 
Score: -28190268.000000 Penalty: 36686.906250
Entering ConstructFrom: 
Trying to split cluster 3 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -83582.296875 Penalty: 1220.977783
	Iteration 0F: 2 clusters Score -83582.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -81608.250000 Penalty: 2441.955566
	Iteration 0F: 3 clusters Score -81608.25 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -81991.242188 Penalty: 2441.955566
	Iteration 1F: 3 clusters Score -81991.24 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -82082.062500 Penalty: 2441.955566
	Iteration 2F: 3 clusters Score -82082.06 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -82145.914062 Penalty: 2441.955566
	Iteration 3Q: 3 clusters Score -82145.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -82191.632812 Penalty: 2441.955566
	Iteration 4Q: 3 clusters Score -82191.63 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -82222.859375 Penalty: 2441.955566
	Iteration 5Q: 3 clusters Score -82222.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -82242.945312 Penalty: 2441.955566
	Iteration 6Q: 3 clusters Score -82242.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -82263.312500 Penalty: 2441.955566
	Iteration 7Q: 3 clusters Score -82263.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -82295.414062 Penalty: 2441.955566
	Iteration 8Q: 3 clusters Score -82295.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -82319.976562 Penalty: 2441.955566
	Iteration 9Q: 3 clusters Score -82319.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -82343.000000 Penalty: 2441.955566
	Iteration 10Q: 3 clusters Score -82343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -82361.992188 Penalty: 2441.955566
	Iteration 11Q: 3 clusters Score -82361.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -82380.898438 Penalty: 2441.955566
	Iteration 12Q: 3 clusters Score -82380.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -82404.062500 Penalty: 2441.955566
	Iteration 13Q: 3 clusters Score -82404.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -82435.148438 Penalty: 2441.955566
	Iteration 14Q: 3 clusters Score -82435.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -82471.898438 Penalty: 2441.955566
	Iteration 15Q: 3 clusters Score -82471.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -82498.015625 Penalty: 2441.955566
	Iteration 16Q: 3 clusters Score -82498.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -82520.726562 Penalty: 2441.955566
	Iteration 17Q: 3 clusters Score -82520.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -82549.109375 Penalty: 2441.955566
	Iteration 18Q: 3 clusters Score -82549.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -82566.867188 Penalty: 2441.955566
	Iteration 19Q: 3 clusters Score -82566.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -82579.117188 Penalty: 2441.955566
	Iteration 20F: 3 clusters Score -82579.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -82588.734375 Penalty: 2441.955566
	Iteration 21Q: 3 clusters Score -82588.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -82602.312500 Penalty: 2441.955566
	Iteration 22Q: 3 clusters Score -82602.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -82614.812500 Penalty: 2441.955566
	Iteration 23Q: 3 clusters Score -82614.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -82623.914062 Penalty: 2441.955566
	Iteration 24Q: 3 clusters Score -82623.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -82639.289062 Penalty: 2441.955566
	Iteration 25Q: 3 clusters Score -82639.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -82666.656250 Penalty: 2441.955566
	Iteration 26Q: 3 clusters Score -82666.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -82694.632812 Penalty: 2441.955566
	Iteration 27Q: 3 clusters Score -82694.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -82721.421875 Penalty: 2441.955566
	Iteration 28Q: 3 clusters Score -82721.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -82735.031250 Penalty: 2441.955566
	Iteration 29Q: 3 clusters Score -82735.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -82742.515625 Penalty: 2441.955566
	Iteration 30Q: 3 clusters Score -82742.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -82746.156250 Penalty: 2441.955566
	Iteration 31Q: 3 clusters Score -82746.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -82754.039062 Penalty: 2441.955566
	Iteration 32Q: 3 clusters Score -82754.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -82763.000000 Penalty: 2441.955566
	Iteration 33Q: 3 clusters Score -82763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -82773.976562 Penalty: 2441.955566
	Iteration 34Q: 3 clusters Score -82773.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -82785.859375 Penalty: 2441.955566
	Iteration 35Q: 3 clusters Score -82785.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -82790.945312 Penalty: 2441.955566
	Iteration 36Q: 3 clusters Score -82790.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -82793.718750 Penalty: 2441.955566
	Iteration 37Q: 3 clusters Score -82793.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -82795.929688 Penalty: 2441.955566
	Iteration 38Q: 3 clusters Score -82795.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -82798.648438 Penalty: 2441.955566
	Iteration 39Q: 3 clusters Score -82798.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -82801.179688 Penalty: 2441.955566
	Iteration 40F: 3 clusters Score -82801.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -82803.195312 Penalty: 2441.955566
	Iteration 41Q: 3 clusters Score -82803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -82803.718750 Penalty: 2441.955566
	Iteration 42Q: 3 clusters Score -82803.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -82803.718750 Penalty: 2441.955566
	Iteration 43F: 3 clusters Score -82803.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Entering Unmasked Estep 
Score: -415389.718750 Penalty: 1491.395264
	Iteration 0F: 2 clusters Score -415389.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -408348.750000 Penalty: 2982.790527
	Iteration 0F: 3 clusters Score -408348.8 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -410730.968750 Penalty: 2982.790527
	Iteration 1F: 3 clusters Score -410731 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -411117.281250 Penalty: 2982.790527
	Iteration 2F: 3 clusters Score -411117.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -411510.187500 Penalty: 2982.790527
	Iteration 3F: 3 clusters Score -411510.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -411966.593750 Penalty: 2982.790527
	Iteration 4F: 3 clusters Score -411966.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -412596.468750 Penalty: 2982.790527
	Iteration 5F: 3 clusters Score -412596.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -413346.625000 Penalty: 2982.790527
	Iteration 6F: 3 clusters Score -413346.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -414008.375000 Penalty: 2982.790527
	Iteration 7F: 3 clusters Score -414008.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -414471.281250 Penalty: 2982.790527
	Iteration 8Q: 3 clusters Score -414471.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -414748.781250 Penalty: 2982.790527
	Iteration 9Q: 3 clusters Score -414748.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -414884.218750 Penalty: 2982.790527
	Iteration 10Q: 3 clusters Score -414884.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -414956.093750 Penalty: 2982.790527
	Iteration 11Q: 3 clusters Score -414956.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -414991.250000 Penalty: 2982.790527
	Iteration 12Q: 3 clusters Score -414991.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -415009.406250 Penalty: 2982.790527
	Iteration 13Q: 3 clusters Score -415009.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -415021.218750 Penalty: 2982.790527
	Iteration 14Q: 3 clusters Score -415021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -415024.687500 Penalty: 2982.790527
	Iteration 15Q: 3 clusters Score -415024.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -415028.562500 Penalty: 2982.790527
	Iteration 16Q: 3 clusters Score -415028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -415034.312500 Penalty: 2982.790527
	Iteration 17Q: 3 clusters Score -415034.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -415035.250000 Penalty: 2982.790527
	Iteration 18Q: 3 clusters Score -415035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -415041.906250 Penalty: 2982.790527
	Iteration 19Q: 3 clusters Score -415041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -415042.875000 Penalty: 2982.790527
	Iteration 20F: 3 clusters Score -415042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -415043.156250 Penalty: 2982.790527
	Iteration 21Q: 3 clusters Score -415043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -415043.156250 Penalty: 2982.790527
	Iteration 22F: 3 clusters Score -415043.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -305778.406250 Penalty: 1429.724365
	Iteration 0F: 2 clusters Score -305778.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -300771.875000 Penalty: 2859.448730
	Iteration 0F: 3 clusters Score -300771.9 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -302382.000000 Penalty: 2859.448730
	Iteration 1F: 3 clusters Score -302382 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -302706.468750 Penalty: 2859.448730
	Iteration 2F: 3 clusters Score -302706.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -302960.812500 Penalty: 2859.448730
	Iteration 3F: 3 clusters Score -302960.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -303198.281250 Penalty: 2859.448730
	Iteration 4F: 3 clusters Score -303198.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -303402.437500 Penalty: 2859.448730
	Iteration 5F: 3 clusters Score -303402.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -303611.875000 Penalty: 2859.448730
	Iteration 6F: 3 clusters Score -303611.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -303818.843750 Penalty: 2859.448730
	Iteration 7F: 3 clusters Score -303818.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -304017.031250 Penalty: 2859.448730
	Iteration 8Q: 3 clusters Score -304017 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -304201.500000 Penalty: 2859.448730
	Iteration 9Q: 3 clusters Score -304201.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -304356.125000 Penalty: 2859.448730
	Iteration 10Q: 3 clusters Score -304356.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -304483.250000 Penalty: 2859.448730
	Iteration 11Q: 3 clusters Score -304483.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -304614.593750 Penalty: 2859.448730
	Iteration 12Q: 3 clusters Score -304614.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -304747.406250 Penalty: 2859.448730
	Iteration 13Q: 3 clusters Score -304747.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -304845.156250 Penalty: 2859.448730
	Iteration 14Q: 3 clusters Score -304845.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -304907.218750 Penalty: 2859.448730
	Iteration 15Q: 3 clusters Score -304907.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -304945.437500 Penalty: 2859.448730
	Iteration 16Q: 3 clusters Score -304945.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -304966.593750 Penalty: 2859.448730
	Iteration 17Q: 3 clusters Score -304966.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -304976.625000 Penalty: 2859.448730
	Iteration 18Q: 3 clusters Score -304976.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -304981.375000 Penalty: 2859.448730
	Iteration 19Q: 3 clusters Score -304981.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -304986.906250 Penalty: 2859.448730
	Iteration 20F: 3 clusters Score -304986.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -304992.562500 Penalty: 2859.448730
	Iteration 21Q: 3 clusters Score -304992.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -304998.218750 Penalty: 2859.448730
	Iteration 22Q: 3 clusters Score -304998.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -305001.343750 Penalty: 2859.448730
	Iteration 23Q: 3 clusters Score -305001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -305004.093750 Penalty: 2859.448730
	Iteration 24Q: 3 clusters Score -305004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -305005.531250 Penalty: 2859.448730
	Iteration 25Q: 3 clusters Score -305005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -305007.906250 Penalty: 2859.448730
	Iteration 26Q: 3 clusters Score -305007.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -305010.562500 Penalty: 2859.448730
	Iteration 27Q: 3 clusters Score -305010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -305012.343750 Penalty: 2859.448730
	Iteration 28Q: 3 clusters Score -305012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -305016.500000 Penalty: 2859.448730
	Iteration 29Q: 3 clusters Score -305016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -305018.000000 Penalty: 2859.448730
	Iteration 30Q: 3 clusters Score -305018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -305020.406250 Penalty: 2859.448730
	Iteration 31Q: 3 clusters Score -305020.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -305021.875000 Penalty: 2859.448730
	Iteration 32Q: 3 clusters Score -305021.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -305023.750000 Penalty: 2859.448730
	Iteration 33Q: 3 clusters Score -305023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -305024.125000 Penalty: 2859.448730
	Iteration 34Q: 3 clusters Score -305024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -305024.375000 Penalty: 2859.448730
	Iteration 35Q: 3 clusters Score -305024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -305024.375000 Penalty: 2859.448730
	Iteration 36F: 3 clusters Score -305024.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -28382.414062 Penalty: 1063.619263
	Iteration 0F: 2 clusters Score -28382.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -27146.804688 Penalty: 2127.238525
	Iteration 0F: 3 clusters Score -27146.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -27333.986328 Penalty: 2127.238525
	Iteration 1F: 3 clusters Score -27333.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -27377.294922 Penalty: 2127.238525
	Iteration 2F: 3 clusters Score -27377.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -27403.072266 Penalty: 2127.238525
	Iteration 3Q: 3 clusters Score -27403.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -27417.253906 Penalty: 2127.238525
	Iteration 4Q: 3 clusters Score -27417.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -27424.914062 Penalty: 2127.238525
	Iteration 5Q: 3 clusters Score -27424.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27429.324219 Penalty: 2127.238525
	Iteration 6Q: 3 clusters Score -27429.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27433.857422 Penalty: 2127.238525
	Iteration 7Q: 3 clusters Score -27433.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -27442.943359 Penalty: 2127.238525
	Iteration 8Q: 3 clusters Score -27442.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27448.656250 Penalty: 2127.238525
	Iteration 9Q: 3 clusters Score -27448.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27453.585938 Penalty: 2127.238525
	Iteration 10Q: 3 clusters Score -27453.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -27455.441406 Penalty: 2127.238525
	Iteration 11Q: 3 clusters Score -27455.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -27460.300781 Penalty: 2127.238525
	Iteration 12Q: 3 clusters Score -27460.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -27468.919922 Penalty: 2127.238525
	Iteration 13Q: 3 clusters Score -27468.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -27480.173828 Penalty: 2127.238525
	Iteration 14Q: 3 clusters Score -27480.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27499.609375 Penalty: 2127.238525
	Iteration 15Q: 3 clusters Score -27499.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -27515.755859 Penalty: 2127.238525
	Iteration 16Q: 3 clusters Score -27515.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -27535.076172 Penalty: 2127.238525
	Iteration 17Q: 3 clusters Score -27535.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27566.892578 Penalty: 2127.238525
	Iteration 18Q: 3 clusters Score -27566.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -27586.640625 Penalty: 2127.238525
	Iteration 19Q: 3 clusters Score -27586.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -27600.664062 Penalty: 2127.238525
	Iteration 20F: 3 clusters Score -27600.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -27607.210938 Penalty: 2127.238525
	Iteration 21Q: 3 clusters Score -27607.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -27611.703125 Penalty: 2127.238525
	Iteration 22Q: 3 clusters Score -27611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -27615.017578 Penalty: 2127.238525
	Iteration 23Q: 3 clusters Score -27615.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -27618.230469 Penalty: 2127.238525
	Iteration 24Q: 3 clusters Score -27618.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27620.484375 Penalty: 2127.238525
	Iteration 25Q: 3 clusters Score -27620.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -27620.484375 Penalty: 2127.238525
	Iteration 26F: 3 clusters Score -27620.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Entering Unmasked Estep 
Score: -472669.906250 Penalty: 1487.298340
	Iteration 0F: 2 clusters Score -472669.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -465820.375000 Penalty: 2974.596680
	Iteration 0F: 3 clusters Score -465820.4 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -467962.406250 Penalty: 2974.596680
	Iteration 1F: 3 clusters Score -467962.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -468192.343750 Penalty: 2974.596680
	Iteration 2F: 3 clusters Score -468192.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -468392.156250 Penalty: 2974.596680
	Iteration 3Q: 3 clusters Score -468392.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -468582.906250 Penalty: 2974.596680
	Iteration 4Q: 3 clusters Score -468582.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -468754.156250 Penalty: 2974.596680
	Iteration 5Q: 3 clusters Score -468754.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -468962.625000 Penalty: 2974.596680
	Iteration 6Q: 3 clusters Score -468962.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -469193.250000 Penalty: 2974.596680
	Iteration 7Q: 3 clusters Score -469193.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -469440.937500 Penalty: 2974.596680
	Iteration 8Q: 3 clusters Score -469440.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -469697.687500 Penalty: 2974.596680
	Iteration 9Q: 3 clusters Score -469697.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -469960.500000 Penalty: 2974.596680
	Iteration 10Q: 3 clusters Score -469960.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -470222.812500 Penalty: 2974.596680
	Iteration 11Q: 3 clusters Score -470222.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -470450.250000 Penalty: 2974.596680
	Iteration 12Q: 3 clusters Score -470450.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -470643.062500 Penalty: 2974.596680
	Iteration 13Q: 3 clusters Score -470643.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -470762.906250 Penalty: 2974.596680
	Iteration 14Q: 3 clusters Score -470762.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -470867.125000 Penalty: 2974.596680
	Iteration 15Q: 3 clusters Score -470867.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -470964.343750 Penalty: 2974.596680
	Iteration 16Q: 3 clusters Score -470964.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -471029.968750 Penalty: 2974.596680
	Iteration 17Q: 3 clusters Score -471030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -471067.062500 Penalty: 2974.596680
	Iteration 18Q: 3 clusters Score -471067.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -471102.531250 Penalty: 2974.596680
	Iteration 19Q: 3 clusters Score -471102.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -471127.968750 Penalty: 2974.596680
	Iteration 20F: 3 clusters Score -471128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -471147.250000 Penalty: 2974.596680
	Iteration 21Q: 3 clusters Score -471147.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -471166.312500 Penalty: 2974.596680
	Iteration 22Q: 3 clusters Score -471166.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -471183.718750 Penalty: 2974.596680
	Iteration 23Q: 3 clusters Score -471183.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -471201.750000 Penalty: 2974.596680
	Iteration 24Q: 3 clusters Score -471201.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -471217.187500 Penalty: 2974.596680
	Iteration 25Q: 3 clusters Score -471217.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -471232.343750 Penalty: 2974.596680
	Iteration 26Q: 3 clusters Score -471232.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -471245.812500 Penalty: 2974.596680
	Iteration 27Q: 3 clusters Score -471245.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -471260.000000 Penalty: 2974.596680
	Iteration 28Q: 3 clusters Score -471260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -471271.250000 Penalty: 2974.596680
	Iteration 29Q: 3 clusters Score -471271.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -471283.593750 Penalty: 2974.596680
	Iteration 30Q: 3 clusters Score -471283.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -471297.343750 Penalty: 2974.596680
	Iteration 31Q: 3 clusters Score -471297.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -471311.906250 Penalty: 2974.596680
	Iteration 32Q: 3 clusters Score -471311.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -471320.125000 Penalty: 2974.596680
	Iteration 33Q: 3 clusters Score -471320.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -471330.343750 Penalty: 2974.596680
	Iteration 34Q: 3 clusters Score -471330.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -471338.906250 Penalty: 2974.596680
	Iteration 35Q: 3 clusters Score -471338.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -471348.843750 Penalty: 2974.596680
	Iteration 36Q: 3 clusters Score -471348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -471352.875000 Penalty: 2974.596680
	Iteration 37Q: 3 clusters Score -471352.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -471359.000000 Penalty: 2974.596680
	Iteration 38Q: 3 clusters Score -471359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -471362.906250 Penalty: 2974.596680
	Iteration 39Q: 3 clusters Score -471362.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -471364.531250 Penalty: 2974.596680
	Iteration 40F: 3 clusters Score -471364.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -471366.812500 Penalty: 2974.596680
	Iteration 41Q: 3 clusters Score -471366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -471367.625000 Penalty: 2974.596680
	Iteration 42Q: 3 clusters Score -471367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -471368.250000 Penalty: 2974.596680
	Iteration 43Q: 3 clusters Score -471368.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -471368.250000 Penalty: 2974.596680
	Iteration 44F: 3 clusters Score -471368.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Entering Unmasked Estep 
Score: -417592.125000 Penalty: 1470.404785
	Iteration 0F: 2 clusters Score -417592.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -411436.125000 Penalty: 2940.809570
	Iteration 0F: 3 clusters Score -411436.1 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -413404.312500 Penalty: 2940.809570
	Iteration 1F: 3 clusters Score -413404.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -413683.906250 Penalty: 2940.809570
	Iteration 2F: 3 clusters Score -413683.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -413925.687500 Penalty: 2940.809570
	Iteration 3F: 3 clusters Score -413925.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -414134.656250 Penalty: 2940.809570
	Iteration 4Q: 3 clusters Score -414134.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -414318.843750 Penalty: 2940.809570
	Iteration 5Q: 3 clusters Score -414318.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -414473.437500 Penalty: 2940.809570
	Iteration 6Q: 3 clusters Score -414473.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -414677.843750 Penalty: 2940.809570
	Iteration 7Q: 3 clusters Score -414677.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -414907.093750 Penalty: 2940.809570
	Iteration 8Q: 3 clusters Score -414907.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -415144.843750 Penalty: 2940.809570
	Iteration 9Q: 3 clusters Score -415144.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -415372.843750 Penalty: 2940.809570
	Iteration 10Q: 3 clusters Score -415372.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -415591.281250 Penalty: 2940.809570
	Iteration 11Q: 3 clusters Score -415591.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -415790.875000 Penalty: 2940.809570
	Iteration 12Q: 3 clusters Score -415790.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -415939.843750 Penalty: 2940.809570
	Iteration 13Q: 3 clusters Score -415939.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -416043.187500 Penalty: 2940.809570
	Iteration 14Q: 3 clusters Score -416043.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -416113.656250 Penalty: 2940.809570
	Iteration 15Q: 3 clusters Score -416113.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -416166.937500 Penalty: 2940.809570
	Iteration 16Q: 3 clusters Score -416166.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -416200.781250 Penalty: 2940.809570
	Iteration 17Q: 3 clusters Score -416200.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -416238.187500 Penalty: 2940.809570
	Iteration 18Q: 3 clusters Score -416238.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -416272.562500 Penalty: 2940.809570
	Iteration 19Q: 3 clusters Score -416272.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -416295.250000 Penalty: 2940.809570
	Iteration 20F: 3 clusters Score -416295.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -416306.031250 Penalty: 2940.809570
	Iteration 21Q: 3 clusters Score -416306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -416315.562500 Penalty: 2940.809570
	Iteration 22Q: 3 clusters Score -416315.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -416322.437500 Penalty: 2940.809570
	Iteration 23Q: 3 clusters Score -416322.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -416328.625000 Penalty: 2940.809570
	Iteration 24Q: 3 clusters Score -416328.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -416332.250000 Penalty: 2940.809570
	Iteration 25Q: 3 clusters Score -416332.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -416338.343750 Penalty: 2940.809570
	Iteration 26Q: 3 clusters Score -416338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -416340.656250 Penalty: 2940.809570
	Iteration 27Q: 3 clusters Score -416340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -416341.750000 Penalty: 2940.809570
	Iteration 28Q: 3 clusters Score -416341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -416341.718750 Penalty: 2940.809570
	Iteration 29Q: 3 clusters Score -416341.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -416341.718750 Penalty: 2940.809570
	Iteration 30F: 3 clusters Score -416341.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Entering Unmasked Estep 
Score: -1977250.625000 Penalty: 1719.534302
	Iteration 0F: 2 clusters Score -1977251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1950808.875000 Penalty: 3439.068604
	Iteration 0F: 3 clusters Score -1950809 nChanged 18444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1961063.625000 Penalty: 3439.068604
	Iteration 1F: 3 clusters Score -1961064 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -1961478.250000 Penalty: 3439.068604
	Iteration 2Q: 3 clusters Score -1961478 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1961984.750000 Penalty: 3439.068604
	Iteration 3Q: 3 clusters Score -1961985 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -1962667.625000 Penalty: 3439.068604
	Iteration 4Q: 3 clusters Score -1962668 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1963759.500000 Penalty: 3439.068604
	Iteration 5Q: 3 clusters Score -1963760 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1965317.000000 Penalty: 3439.068604
	Iteration 6F: 3 clusters Score -1965317 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1967422.125000 Penalty: 3439.068604
	Iteration 7F: 3 clusters Score -1967422 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1969748.250000 Penalty: 3439.068604
	Iteration 8F: 3 clusters Score -1969748 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1971870.875000 Penalty: 3439.068604
	Iteration 9F: 3 clusters Score -1971871 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1973424.250000 Penalty: 3439.068604
	Iteration 10Q: 3 clusters Score -1973424 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1974428.375000 Penalty: 3439.068604
	Iteration 11Q: 3 clusters Score -1974428 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1975010.375000 Penalty: 3439.068604
	Iteration 12Q: 3 clusters Score -1975010 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1975339.750000 Penalty: 3439.068604
	Iteration 13Q: 3 clusters Score -1975340 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1975518.500000 Penalty: 3439.068604
	Iteration 14Q: 3 clusters Score -1975518 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1975596.875000 Penalty: 3439.068604
	Iteration 15Q: 3 clusters Score -1975597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1975638.125000 Penalty: 3439.068604
	Iteration 16Q: 3 clusters Score -1975638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1975667.375000 Penalty: 3439.068604
	Iteration 17Q: 3 clusters Score -1975667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1975678.750000 Penalty: 3439.068604
	Iteration 18Q: 3 clusters Score -1975679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1975685.000000 Penalty: 3439.068604
	Iteration 19Q: 3 clusters Score -1975685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1975687.375000 Penalty: 3439.068604
	Iteration 20F: 3 clusters Score -1975687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Entering Unmasked Estep 
Score: -987196.125000 Penalty: 1612.303467
	Iteration 0F: 2 clusters Score -987196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -973320.062500 Penalty: 3224.606934
	Iteration 0F: 3 clusters Score -973320.1 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -978609.750000 Penalty: 3224.606934
	Iteration 1F: 3 clusters Score -978609.8 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -979366.312500 Penalty: 3224.606934
	Iteration 2F: 3 clusters Score -979366.3 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -980340.875000 Penalty: 3224.606934
	Iteration 3F: 3 clusters Score -980340.9 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -981451.125000 Penalty: 3224.606934
	Iteration 4F: 3 clusters Score -981451.1 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -982474.312500 Penalty: 3224.606934
	Iteration 5F: 3 clusters Score -982474.3 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -983371.187500 Penalty: 3224.606934
	Iteration 6F: 3 clusters Score -983371.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -984181.562500 Penalty: 3224.606934
	Iteration 7Q: 3 clusters Score -984181.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -984967.812500 Penalty: 3224.606934
	Iteration 8Q: 3 clusters Score -984967.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -985614.750000 Penalty: 3224.606934
	Iteration 9Q: 3 clusters Score -985614.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -985956.812500 Penalty: 3224.606934
	Iteration 10Q: 3 clusters Score -985956.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -986102.562500 Penalty: 3224.606934
	Iteration 11Q: 3 clusters Score -986102.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -986168.875000 Penalty: 3224.606934
	Iteration 12Q: 3 clusters Score -986168.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -986208.000000 Penalty: 3224.606934
	Iteration 13Q: 3 clusters Score -986208 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -986238.875000 Penalty: 3224.606934
	Iteration 14Q: 3 clusters Score -986238.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -986257.875000 Penalty: 3224.606934
	Iteration 15Q: 3 clusters Score -986257.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -986279.750000 Penalty: 3224.606934
	Iteration 16Q: 3 clusters Score -986279.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -986294.687500 Penalty: 3224.606934
	Iteration 17Q: 3 clusters Score -986294.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -986312.437500 Penalty: 3224.606934
	Iteration 18Q: 3 clusters Score -986312.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -986326.062500 Penalty: 3224.606934
	Iteration 19Q: 3 clusters Score -986326.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -986340.000000 Penalty: 3224.606934
	Iteration 20F: 3 clusters Score -986340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -986357.687500 Penalty: 3224.606934
	Iteration 21Q: 3 clusters Score -986357.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -986369.187500 Penalty: 3224.606934
	Iteration 22Q: 3 clusters Score -986369.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -986378.750000 Penalty: 3224.606934
	Iteration 23Q: 3 clusters Score -986378.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -986385.312500 Penalty: 3224.606934
	Iteration 24Q: 3 clusters Score -986385.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -986390.062500 Penalty: 3224.606934
	Iteration 25Q: 3 clusters Score -986390.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -986395.875000 Penalty: 3224.606934
	Iteration 26Q: 3 clusters Score -986395.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -986399.937500 Penalty: 3224.606934
	Iteration 27Q: 3 clusters Score -986399.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -986405.250000 Penalty: 3224.606934
	Iteration 28Q: 3 clusters Score -986405.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -986411.250000 Penalty: 3224.606934
	Iteration 29Q: 3 clusters Score -986411.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -986416.750000 Penalty: 3224.606934
	Iteration 30Q: 3 clusters Score -986416.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -986420.312500 Penalty: 3224.606934
	Iteration 31Q: 3 clusters Score -986420.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -986424.437500 Penalty: 3224.606934
	Iteration 32Q: 3 clusters Score -986424.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -986425.562500 Penalty: 3224.606934
	Iteration 33Q: 3 clusters Score -986425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -986424.937500 Penalty: 3224.606934
	Iteration 34Q: 3 clusters Score -986424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -986424.625000 Penalty: 3224.606934
	Iteration 35Q: 3 clusters Score -986424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -986425.250000 Penalty: 3224.606934
	Iteration 36Q: 3 clusters Score -986425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -986426.187500 Penalty: 3224.606934
	Iteration 37Q: 3 clusters Score -986426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -986427.812500 Penalty: 3224.606934
	Iteration 38Q: 3 clusters Score -986427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -986427.812500 Penalty: 3224.606934
	Iteration 39F: 3 clusters Score -986427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Entering Unmasked Estep 
Score: -442355.312500 Penalty: 1471.925659
	Iteration 0F: 2 clusters Score -442355.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -436042.562500 Penalty: 2943.851318
	Iteration 0F: 3 clusters Score -436042.6 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -437952.343750 Penalty: 2943.851318
	Iteration 1F: 3 clusters Score -437952.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -438204.531250 Penalty: 2943.851318
	Iteration 2F: 3 clusters Score -438204.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -438386.750000 Penalty: 2943.851318
	Iteration 3F: 3 clusters Score -438386.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -438545.125000 Penalty: 2943.851318
	Iteration 4Q: 3 clusters Score -438545.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -438679.468750 Penalty: 2943.851318
	Iteration 5Q: 3 clusters Score -438679.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -438840.812500 Penalty: 2943.851318
	Iteration 6Q: 3 clusters Score -438840.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -438998.281250 Penalty: 2943.851318
	Iteration 7Q: 3 clusters Score -438998.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -439167.875000 Penalty: 2943.851318
	Iteration 8Q: 3 clusters Score -439167.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -439362.375000 Penalty: 2943.851318
	Iteration 9Q: 3 clusters Score -439362.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -439556.218750 Penalty: 2943.851318
	Iteration 10Q: 3 clusters Score -439556.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -439789.000000 Penalty: 2943.851318
	Iteration 11Q: 3 clusters Score -439789 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -440031.937500 Penalty: 2943.851318
	Iteration 12Q: 3 clusters Score -440031.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -440294.093750 Penalty: 2943.851318
	Iteration 13Q: 3 clusters Score -440294.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -440500.656250 Penalty: 2943.851318
	Iteration 14Q: 3 clusters Score -440500.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -440651.500000 Penalty: 2943.851318
	Iteration 15Q: 3 clusters Score -440651.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -440760.031250 Penalty: 2943.851318
	Iteration 16Q: 3 clusters Score -440760 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -440829.687500 Penalty: 2943.851318
	Iteration 17Q: 3 clusters Score -440829.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -440880.625000 Penalty: 2943.851318
	Iteration 18Q: 3 clusters Score -440880.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -440919.218750 Penalty: 2943.851318
	Iteration 19Q: 3 clusters Score -440919.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -440951.000000 Penalty: 2943.851318
	Iteration 20F: 3 clusters Score -440951 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -440979.281250 Penalty: 2943.851318
	Iteration 21Q: 3 clusters Score -440979.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -440999.093750 Penalty: 2943.851318
	Iteration 22Q: 3 clusters Score -440999.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -441013.593750 Penalty: 2943.851318
	Iteration 23Q: 3 clusters Score -441013.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -441023.031250 Penalty: 2943.851318
	Iteration 24Q: 3 clusters Score -441023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -441039.250000 Penalty: 2943.851318
	Iteration 25Q: 3 clusters Score -441039.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -441051.593750 Penalty: 2943.851318
	Iteration 26Q: 3 clusters Score -441051.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -441062.906250 Penalty: 2943.851318
	Iteration 27Q: 3 clusters Score -441062.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -441073.375000 Penalty: 2943.851318
	Iteration 28Q: 3 clusters Score -441073.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -441091.750000 Penalty: 2943.851318
	Iteration 29Q: 3 clusters Score -441091.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -441104.687500 Penalty: 2943.851318
	Iteration 30Q: 3 clusters Score -441104.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -441114.156250 Penalty: 2943.851318
	Iteration 31Q: 3 clusters Score -441114.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -441125.375000 Penalty: 2943.851318
	Iteration 32Q: 3 clusters Score -441125.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -441132.968750 Penalty: 2943.851318
	Iteration 33Q: 3 clusters Score -441133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -441139.875000 Penalty: 2943.851318
	Iteration 34Q: 3 clusters Score -441139.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -441150.187500 Penalty: 2943.851318
	Iteration 35Q: 3 clusters Score -441150.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -441158.812500 Penalty: 2943.851318
	Iteration 36Q: 3 clusters Score -441158.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -441169.593750 Penalty: 2943.851318
	Iteration 37Q: 3 clusters Score -441169.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -441176.937500 Penalty: 2943.851318
	Iteration 38Q: 3 clusters Score -441176.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -441188.093750 Penalty: 2943.851318
	Iteration 39Q: 3 clusters Score -441188.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -441195.500000 Penalty: 2943.851318
	Iteration 40F: 3 clusters Score -441195.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -441202.218750 Penalty: 2943.851318
	Iteration 41Q: 3 clusters Score -441202.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -441210.156250 Penalty: 2943.851318
	Iteration 42Q: 3 clusters Score -441210.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -441214.343750 Penalty: 2943.851318
	Iteration 43Q: 3 clusters Score -441214.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -441217.500000 Penalty: 2943.851318
	Iteration 44Q: 3 clusters Score -441217.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -441221.468750 Penalty: 2943.851318
	Iteration 45Q: 3 clusters Score -441221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -441222.562500 Penalty: 2943.851318
	Iteration 46Q: 3 clusters Score -441222.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -441226.406250 Penalty: 2943.851318
	Iteration 47Q: 3 clusters Score -441226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -441226.093750 Penalty: 2943.851318
	Iteration 48Q: 3 clusters Score -441226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -441227.812500 Penalty: 2943.851318
	Iteration 49Q: 3 clusters Score -441227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -441229.500000 Penalty: 2943.851318
	Iteration 50Q: 3 clusters Score -441229.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -441231.062500 Penalty: 2943.851318
	Iteration 51Q: 3 clusters Score -441231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -441231.750000 Penalty: 2943.851318
	Iteration 52Q: 3 clusters Score -441231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -441232.531250 Penalty: 2943.851318
	Iteration 53Q: 3 clusters Score -441232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -441232.531250 Penalty: 2943.851318
	Iteration 54F: 3 clusters Score -441232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Entering Unmasked Estep 
Score: -2328988.250000 Penalty: 1747.844360
	Iteration 0F: 2 clusters Score -2328988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -2297591.250000 Penalty: 3495.688721
	Iteration 0F: 3 clusters Score -2297591 nChanged 22022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2310687.250000 Penalty: 3495.688721
	Iteration 1F: 3 clusters Score -2310687 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2311774.250000 Penalty: 3495.688721
	Iteration 2Q: 3 clusters Score -2311774 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2313374.250000 Penalty: 3495.688721
	Iteration 3F: 3 clusters Score -2313374 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2315799.500000 Penalty: 3495.688721
	Iteration 4F: 3 clusters Score -2315800 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2318866.250000 Penalty: 3495.688721
	Iteration 5F: 3 clusters Score -2318866 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2321634.000000 Penalty: 3495.688721
	Iteration 6F: 3 clusters Score -2321634 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2323389.000000 Penalty: 3495.688721
	Iteration 7F: 3 clusters Score -2323389 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2324121.750000 Penalty: 3495.688721
	Iteration 8Q: 3 clusters Score -2324122 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2324442.750000 Penalty: 3495.688721
	Iteration 9Q: 3 clusters Score -2324443 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2324623.250000 Penalty: 3495.688721
	Iteration 10Q: 3 clusters Score -2324623 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2324735.250000 Penalty: 3495.688721
	Iteration 11Q: 3 clusters Score -2324735 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2324815.250000 Penalty: 3495.688721
	Iteration 12Q: 3 clusters Score -2324815 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2324874.000000 Penalty: 3495.688721
	Iteration 13Q: 3 clusters Score -2324874 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2324919.500000 Penalty: 3495.688721
	Iteration 14Q: 3 clusters Score -2324920 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2324956.000000 Penalty: 3495.688721
	Iteration 15Q: 3 clusters Score -2324956 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2324998.000000 Penalty: 3495.688721
	Iteration 16Q: 3 clusters Score -2324998 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2325018.750000 Penalty: 3495.688721
	Iteration 17Q: 3 clusters Score -2325019 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2325035.500000 Penalty: 3495.688721
	Iteration 18Q: 3 clusters Score -2325036 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2325050.750000 Penalty: 3495.688721
	Iteration 19Q: 3 clusters Score -2325051 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2325075.000000 Penalty: 3495.688721
	Iteration 20F: 3 clusters Score -2325075 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2325085 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2325091 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2325088 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2325107 nChanged 89
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Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2325111 nChanged 95
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Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2325118 nChanged 77
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Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2325120 nChanged 76
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Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2325121 nChanged 77
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Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2325124 nChanged 81
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Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2325132.750000 Penalty: 3495.688721
	Iteration 30Q: 3 clusters Score -2325133 nChanged 89
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Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2325136 nChanged 83
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Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2325145.250000 Penalty: 3495.688721
	Iteration 32Q: 3 clusters Score -2325145 nChanged 54
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Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2325145 nChanged 51
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Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2325146 nChanged 63
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Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2325156 nChanged 51
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Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2325160.750000 Penalty: 3495.688721
	Iteration 36Q: 3 clusters Score -2325161 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2325156 nChanged 46
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Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2325149.250000 Penalty: 3495.688721
	Iteration 38Q: 3 clusters Score -2325149 nChanged 41
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Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2325151.250000 Penalty: 3495.688721
	Iteration 39Q: 3 clusters Score -2325151 nChanged 38
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Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2325154 nChanged 42
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Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2325162 nChanged 40
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Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2325164 nChanged 29
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Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2325160 nChanged 40
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Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2325162 nChanged 45
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Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2325159 nChanged 58
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Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2325164 nChanged 51
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Mstep: Class 1 contains 34410 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2325167 nChanged 51
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Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2325175 nChanged 55
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Mstep: Class 1 contains 34510 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2325180 nChanged 72
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Mstep: Class 1 contains 34582 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2325187 nChanged 84
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Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2325205 nChanged 91
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Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2325207 nChanged 102
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Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2325215 nChanged 97
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Mstep: Class 1 contains 34940 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2325220 nChanged 86
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Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 11883 members 
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Mstep: Class 2 contains 11783 members 
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Mstep: Class 1 contains 35229 members 
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	Iteration 57Q: 3 clusters Score -2325236 nChanged 103
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Mstep: Class 1 contains 35332 members 
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	Iteration 58Q: 3 clusters Score -2325236 nChanged 125
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Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 11452 members 
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	Iteration 59Q: 3 clusters Score -2325247 nChanged 120
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Mstep: Class 1 contains 35577 members 
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	Iteration 60F: 3 clusters Score -2325259 nChanged 114
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Mstep: Class 1 contains 35691 members 
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	Iteration 61Q: 3 clusters Score -2325265 nChanged 123
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Mstep: Class 1 contains 35812 members 
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	Iteration 62Q: 3 clusters Score -2325277 nChanged 131
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	Iteration 63Q: 3 clusters Score -2325286 nChanged 157
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	Iteration 64Q: 3 clusters Score -2325308 nChanged 158
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Mstep: Class 1 contains 36256 members 
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	Iteration 67Q: 3 clusters Score -2325344 nChanged 213
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	Iteration 68Q: 3 clusters Score -2325370 nChanged 220
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	Iteration 69Q: 3 clusters Score -2325384 nChanged 243
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	Iteration 70Q: 3 clusters Score -2325428 nChanged 247
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	Iteration 71Q: 3 clusters Score -2325464 nChanged 251
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	Iteration 72Q: 3 clusters Score -2325514 nChanged 279
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	Iteration 73Q: 3 clusters Score -2325556 nChanged 291
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	Iteration 74Q: 3 clusters Score -2325602 nChanged 305
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	Iteration 75Q: 3 clusters Score -2325652 nChanged 301
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	Iteration 76Q: 3 clusters Score -2325696 nChanged 309
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	Iteration 79Q: 3 clusters Score -2325878 nChanged 322
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	Iteration 80F: 3 clusters Score -2325959 nChanged 345
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	Iteration 83Q: 3 clusters Score -2326276 nChanged 413
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Mstep: Class 1 contains 41680 members 
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	Iteration 84Q: 3 clusters Score -2326423 nChanged 405
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Mstep: Class 1 contains 42067 members 
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	Iteration 86Q: 3 clusters Score -2326750 nChanged 418
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	Iteration 87Q: 3 clusters Score -2326960 nChanged 420
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	Iteration 89Q: 3 clusters Score -2327379 nChanged 352
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	Iteration 90Q: 3 clusters Score -2327590 nChanged 315
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Mstep: Class 1 contains 44109 members 
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	Iteration 92Q: 3 clusters Score -2327950 nChanged 202
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	Iteration 94Q: 3 clusters Score -2328133 nChanged 144
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	Iteration 95Q: 3 clusters Score -2328208 nChanged 99
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	Iteration 96Q: 3 clusters Score -2328236 nChanged 91
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	Iteration 97Q: 3 clusters Score -2328287 nChanged 75
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	Iteration 98Q: 3 clusters Score -2328308 nChanged 64
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	Iteration 99Q: 3 clusters Score -2328334 nChanged 65
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	Iteration 100F: 3 clusters Score -2328355 nChanged 56
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	Iteration 102Q: 3 clusters Score -2328374 nChanged 23
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	Iteration 103Q: 3 clusters Score -2328385 nChanged 16
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	Iteration 106Q: 3 clusters Score -2328383 nChanged 6
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	Iteration 107Q: 3 clusters Score -2328384 nChanged 5
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	Iteration 108Q: 3 clusters Score -2328388 nChanged 3
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	Iteration 109Q: 3 clusters Score -2328386 nChanged 6
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	Iteration 110Q: 3 clusters Score -2328387 nChanged 5
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	Iteration 111Q: 3 clusters Score -2328388 nChanged 1
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	Iteration 112Q: 3 clusters Score -2328390 nChanged 1
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	Iteration 113Q: 3 clusters Score -2328388 nChanged 1
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Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2328389.750000 Penalty: 3495.688721
	Iteration 114Q: 3 clusters Score -2328390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2328389.750000 Penalty: 3495.688721
	Iteration 115F: 3 clusters Score -2328390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -68531.109375 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -68531.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -66825.335938 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -66825.34 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -67129.304688 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -67129.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -67235.515625 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -67235.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -67281.250000 Penalty: 2355.994873
	Iteration 3Q: 3 clusters Score -67281.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -67318.109375 Penalty: 2355.994873
	Iteration 4Q: 3 clusters Score -67318.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -67348.695312 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -67348.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -67374.921875 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -67374.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -67397.656250 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -67397.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -67422.648438 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -67422.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -67448.078125 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -67448.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -67461.406250 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -67461.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -67472.882812 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -67472.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -67478.640625 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -67478.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -67483.625000 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -67483.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -67490.218750 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -67490.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -67498.140625 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -67498.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -67508.343750 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -67508.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -67520.507812 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -67520.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -67529.992188 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -67529.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -67540.203125 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -67540.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -67555.179688 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -67555.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -67564.046875 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -67564.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -67568.078125 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -67568.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -67574.601562 Penalty: 2355.994873
	Iteration 23Q: 3 clusters Score -67574.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -67580.671875 Penalty: 2355.994873
	Iteration 24Q: 3 clusters Score -67580.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -67588.898438 Penalty: 2355.994873
	Iteration 25Q: 3 clusters Score -67588.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -67599.273438 Penalty: 2355.994873
	Iteration 26Q: 3 clusters Score -67599.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -67608.046875 Penalty: 2355.994873
	Iteration 27Q: 3 clusters Score -67608.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -67613.226562 Penalty: 2355.994873
	Iteration 28Q: 3 clusters Score -67613.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -67622.382812 Penalty: 2355.994873
	Iteration 29Q: 3 clusters Score -67622.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -67625.195312 Penalty: 2355.994873
	Iteration 30Q: 3 clusters Score -67625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -67631.304688 Penalty: 2355.994873
	Iteration 31Q: 3 clusters Score -67631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -67632.625000 Penalty: 2355.994873
	Iteration 32Q: 3 clusters Score -67632.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -67634.562500 Penalty: 2355.994873
	Iteration 33Q: 3 clusters Score -67634.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -67637.742188 Penalty: 2355.994873
	Iteration 34Q: 3 clusters Score -67637.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -67640.351562 Penalty: 2355.994873
	Iteration 35Q: 3 clusters Score -67640.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -67644.031250 Penalty: 2355.994873
	Iteration 36Q: 3 clusters Score -67644.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -67647.664062 Penalty: 2355.994873
	Iteration 37Q: 3 clusters Score -67647.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -67648.843750 Penalty: 2355.994873
	Iteration 38Q: 3 clusters Score -67648.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -67653.671875 Penalty: 2355.994873
	Iteration 39Q: 3 clusters Score -67653.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -67654.562500 Penalty: 2355.994873
	Iteration 40F: 3 clusters Score -67654.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -67655.851562 Penalty: 2355.994873
	Iteration 41Q: 3 clusters Score -67655.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -67655.851562 Penalty: 2355.994873
	Iteration 42F: 3 clusters Score -67655.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (365920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365920 members 
Entering Unmasked Estep 
Score: -18268552.000000 Penalty: 2081.652588
	Iteration 0F: 2 clusters Score -1.826855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182719 members 
Mstep: Class 2 contains 183201 members 
Entering Unmasked Estep 
Score: -18019994.000000 Penalty: 4163.305176
	Iteration 0F: 3 clusters Score -1.801999e+07 nChanged 179026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179595 members 
Mstep: Class 2 contains 186325 members 
Entering Unmasked Estep 
Score: -18128626.000000 Penalty: 4163.305176
	Iteration 1F: 3 clusters Score -1.812863e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178596 members 
Mstep: Class 2 contains 187324 members 
Entering Unmasked Estep 
Score: -18130898.000000 Penalty: 4163.305176
	Iteration 2Q: 3 clusters Score -1.81309e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177289 members 
Mstep: Class 2 contains 188631 members 
Entering Unmasked Estep 
Score: -18134576.000000 Penalty: 4163.305176
	Iteration 3Q: 3 clusters Score -1.813458e+07 nChanged 13841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175512 members 
Mstep: Class 2 contains 190408 members 
Entering Unmasked Estep 
Score: -18139766.000000 Penalty: 4163.305176
	Iteration 4Q: 3 clusters Score -1.813977e+07 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173233 members 
Mstep: Class 2 contains 192687 members 
Entering Unmasked Estep 
Score: -18146258.000000 Penalty: 4163.305176
	Iteration 5Q: 3 clusters Score -1.814626e+07 nChanged 17566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 196013 members 
Entering Unmasked Estep 
Score: -18154280.000000 Penalty: 4163.305176
	Iteration 6Q: 3 clusters Score -1.815428e+07 nChanged 17978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 200621 members 
Entering Unmasked Estep 
Score: -18162122.000000 Penalty: 4163.305176
	Iteration 7Q: 3 clusters Score -1.816212e+07 nChanged 17508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158827 members 
Mstep: Class 2 contains 207093 members 
Entering Unmasked Estep 
Score: -18169992.000000 Penalty: 4163.305176
	Iteration 8Q: 3 clusters Score -1.816999e+07 nChanged 16644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150019 members 
Mstep: Class 2 contains 215901 members 
Entering Unmasked Estep 
Score: -18177692.000000 Penalty: 4163.305176
	Iteration 9Q: 3 clusters Score -1.817769e+07 nChanged 16297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 227240 members 
Entering Unmasked Estep 
Score: -18185700.000000 Penalty: 4163.305176
	Iteration 10Q: 3 clusters Score -1.81857e+07 nChanged 16380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124846 members 
Mstep: Class 2 contains 241074 members 
Entering Unmasked Estep 
Score: -18193944.000000 Penalty: 4163.305176
	Iteration 11Q: 3 clusters Score -1.819394e+07 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108694 members 
Mstep: Class 2 contains 257226 members 
Entering Unmasked Estep 
Score: -18203066.000000 Penalty: 4163.305176
	Iteration 12Q: 3 clusters Score -1.820307e+07 nChanged 18315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 275265 members 
Entering Unmasked Estep 
Score: -18213342.000000 Penalty: 4163.305176
	Iteration 13F: 3 clusters Score -1.821334e+07 nChanged 18958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 294171 members 
Entering Unmasked Estep 
Score: -18224746.000000 Penalty: 4163.305176
	Iteration 14F: 3 clusters Score -1.822475e+07 nChanged 18106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 312275 members 
Entering Unmasked Estep 
Score: -18236032.000000 Penalty: 4163.305176
	Iteration 15Q: 3 clusters Score -1.823603e+07 nChanged 15715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 327986 members 
Entering Unmasked Estep 
Score: -18245788.000000 Penalty: 4163.305176
	Iteration 16Q: 3 clusters Score -1.824579e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 340192 members 
Entering Unmasked Estep 
Score: -18253404.000000 Penalty: 4163.305176
	Iteration 17Q: 3 clusters Score -1.82534e+07 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 348897 members 
Entering Unmasked Estep 
Score: -18258488.000000 Penalty: 4163.305176
	Iteration 18Q: 3 clusters Score -1.825849e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 354596 members 
Entering Unmasked Estep 
Score: -18261712.000000 Penalty: 4163.305176
	Iteration 19Q: 3 clusters Score -1.826171e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 358190 members 
Entering Unmasked Estep 
Score: -18263624.000000 Penalty: 4163.305176
	Iteration 20F: 3 clusters Score -1.826362e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 360415 members 
Entering Unmasked Estep 
Score: -18264822.000000 Penalty: 4163.305176
	Iteration 21Q: 3 clusters Score -1.826482e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 361833 members 
Entering Unmasked Estep 
Score: -18265522.000000 Penalty: 4163.305176
	Iteration 22Q: 3 clusters Score -1.826552e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 362707 members 
Entering Unmasked Estep 
Score: -18265976.000000 Penalty: 4163.305176
	Iteration 23Q: 3 clusters Score -1.826598e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 363281 members 
Entering Unmasked Estep 
Score: -18266282.000000 Penalty: 4163.305176
	Iteration 24Q: 3 clusters Score -1.826628e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 363636 members 
Entering Unmasked Estep 
Score: -18266492.000000 Penalty: 4163.305176
	Iteration 25Q: 3 clusters Score -1.826649e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 363863 members 
Entering Unmasked Estep 
Score: -18266632.000000 Penalty: 4163.305176
	Iteration 26Q: 3 clusters Score -1.826663e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 364021 members 
Entering Unmasked Estep 
Score: -18266754.000000 Penalty: 4163.305176
	Iteration 27Q: 3 clusters Score -1.826675e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 364115 members 
Entering Unmasked Estep 
Score: -18266852.000000 Penalty: 4163.305176
	Iteration 28Q: 3 clusters Score -1.826685e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 364203 members 
Entering Unmasked Estep 
Score: -18266876.000000 Penalty: 4163.305176
	Iteration 29Q: 3 clusters Score -1.826688e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 364262 members 
Entering Unmasked Estep 
Score: -18266908.000000 Penalty: 4163.305176
	Iteration 30Q: 3 clusters Score -1.826691e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 364308 members 
Entering Unmasked Estep 
Score: -18266946.000000 Penalty: 4163.305176
	Iteration 31Q: 3 clusters Score -1.826695e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 364351 members 
Entering Unmasked Estep 
Score: -18266976.000000 Penalty: 4163.305176
	Iteration 32Q: 3 clusters Score -1.826698e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 364385 members 
Entering Unmasked Estep 
Score: -18267004.000000 Penalty: 4163.305176
	Iteration 33Q: 3 clusters Score -1.8267e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 364411 members 
Entering Unmasked Estep 
Score: -18267030.000000 Penalty: 4163.305176
	Iteration 34Q: 3 clusters Score -1.826703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 364441 members 
Entering Unmasked Estep 
Score: -18267060.000000 Penalty: 4163.305176
	Iteration 35Q: 3 clusters Score -1.826706e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 364467 members 
Entering Unmasked Estep 
Score: -18267068.000000 Penalty: 4163.305176
	Iteration 36Q: 3 clusters Score -1.826707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 364480 members 
Entering Unmasked Estep 
Score: -18267074.000000 Penalty: 4163.305176
	Iteration 37Q: 3 clusters Score -1.826707e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 364489 members 
Entering Unmasked Estep 
Score: -18267080.000000 Penalty: 4163.305176
	Iteration 38Q: 3 clusters Score -1.826708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 364493 members 
Entering Unmasked Estep 
Score: -18267098.000000 Penalty: 4163.305176
	Iteration 39Q: 3 clusters Score -1.82671e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 364503 members 
Entering Unmasked Estep 
Score: -18267104.000000 Penalty: 4163.305176
	Iteration 40F: 3 clusters Score -1.82671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 364516 members 
Entering Unmasked Estep 
Score: -18267100.000000 Penalty: 4163.305176
	Iteration 41Q: 3 clusters Score -1.82671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 364525 members 
Entering Unmasked Estep 
Score: -18267108.000000 Penalty: 4163.305176
	Iteration 42Q: 3 clusters Score -1.826711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 364536 members 
Entering Unmasked Estep 
Score: -18267108.000000 Penalty: 4163.305176
	Iteration 43Q: 3 clusters Score -1.826711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 364540 members 
Entering Unmasked Estep 
Score: -18267098.000000 Penalty: 4163.305176
	Iteration 44Q: 3 clusters Score -1.82671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 364545 members 
Entering Unmasked Estep 
Score: -18267112.000000 Penalty: 4163.305176
	Iteration 45Q: 3 clusters Score -1.826711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 364545 members 
Entering Unmasked Estep 
Score: -18267100.000000 Penalty: 4163.305176
	Iteration 46Q: 3 clusters Score -1.82671e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 364548 members 
Entering Unmasked Estep 
Score: -18267108.000000 Penalty: 4163.305176
	Iteration 47Q: 3 clusters Score -1.826711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 364551 members 
Entering Unmasked Estep 
Score: -18267110.000000 Penalty: 4163.305176
	Iteration 48Q: 3 clusters Score -1.826711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 364555 members 
Entering Unmasked Estep 
Score: -18267116.000000 Penalty: 4163.305176
	Iteration 49Q: 3 clusters Score -1.826712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 364561 members 
Entering Unmasked Estep 
Score: -18267124.000000 Penalty: 4163.305176
	Iteration 50Q: 3 clusters Score -1.826712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 364566 members 
Entering Unmasked Estep 
Score: -18267116.000000 Penalty: 4163.305176
	Iteration 51Q: 3 clusters Score -1.826712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 364569 members 
Entering Unmasked Estep 
Score: -18267118.000000 Penalty: 4163.305176
	Iteration 52Q: 3 clusters Score -1.826712e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 364566 members 
Entering Unmasked Estep 
Score: -18267106.000000 Penalty: 4163.305176
	Iteration 53Q: 3 clusters Score -1.826711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 364563 members 
Entering Unmasked Estep 
Score: -18267114.000000 Penalty: 4163.305176
	Iteration 54Q: 3 clusters Score -1.826711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 364562 members 
Entering Unmasked Estep 
Score: -18267106.000000 Penalty: 4163.305176
	Iteration 55Q: 3 clusters Score -1.826711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 364563 members 
Entering Unmasked Estep 
Score: -18267112.000000 Penalty: 4163.305176
	Iteration 56Q: 3 clusters Score -1.826711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 364563 members 
Entering Unmasked Estep 
Score: -18267112.000000 Penalty: 4163.305176
	Iteration 57F: 3 clusters Score -1.826711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -303098.906250 Penalty: 1418.105957
	Iteration 0F: 2 clusters Score -303098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -298388.406250 Penalty: 2836.211914
	Iteration 0F: 3 clusters Score -298388.4 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -299711.750000 Penalty: 2836.211914
	Iteration 1F: 3 clusters Score -299711.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -299867.062500 Penalty: 2836.211914
	Iteration 2F: 3 clusters Score -299867.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -299981.406250 Penalty: 2836.211914
	Iteration 3Q: 3 clusters Score -299981.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -300075.968750 Penalty: 2836.211914
	Iteration 4Q: 3 clusters Score -300076 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -300153.937500 Penalty: 2836.211914
	Iteration 5Q: 3 clusters Score -300153.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -300237.281250 Penalty: 2836.211914
	Iteration 6Q: 3 clusters Score -300237.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -300326.218750 Penalty: 2836.211914
	Iteration 7Q: 3 clusters Score -300326.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -300429.937500 Penalty: 2836.211914
	Iteration 8Q: 3 clusters Score -300429.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -300550.531250 Penalty: 2836.211914
	Iteration 9Q: 3 clusters Score -300550.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -300691.843750 Penalty: 2836.211914
	Iteration 10Q: 3 clusters Score -300691.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -300826.406250 Penalty: 2836.211914
	Iteration 11Q: 3 clusters Score -300826.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -300983.125000 Penalty: 2836.211914
	Iteration 12Q: 3 clusters Score -300983.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -301136.000000 Penalty: 2836.211914
	Iteration 13Q: 3 clusters Score -301136 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -301259.250000 Penalty: 2836.211914
	Iteration 14Q: 3 clusters Score -301259.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -301338.968750 Penalty: 2836.211914
	Iteration 15Q: 3 clusters Score -301339 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -301412.562500 Penalty: 2836.211914
	Iteration 16Q: 3 clusters Score -301412.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -301481.218750 Penalty: 2836.211914
	Iteration 17Q: 3 clusters Score -301481.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -301531.812500 Penalty: 2836.211914
	Iteration 18Q: 3 clusters Score -301531.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -301572.312500 Penalty: 2836.211914
	Iteration 19Q: 3 clusters Score -301572.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -301606.187500 Penalty: 2836.211914
	Iteration 20F: 3 clusters Score -301606.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -301631.562500 Penalty: 2836.211914
	Iteration 21Q: 3 clusters Score -301631.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -301653.062500 Penalty: 2836.211914
	Iteration 22Q: 3 clusters Score -301653.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -301671.000000 Penalty: 2836.211914
	Iteration 23Q: 3 clusters Score -301671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -301684.750000 Penalty: 2836.211914
	Iteration 24Q: 3 clusters Score -301684.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -301700.937500 Penalty: 2836.211914
	Iteration 25Q: 3 clusters Score -301700.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -301717.375000 Penalty: 2836.211914
	Iteration 26Q: 3 clusters Score -301717.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -301725.500000 Penalty: 2836.211914
	Iteration 27Q: 3 clusters Score -301725.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -301735.156250 Penalty: 2836.211914
	Iteration 28Q: 3 clusters Score -301735.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -301746.875000 Penalty: 2836.211914
	Iteration 29Q: 3 clusters Score -301746.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -301759.218750 Penalty: 2836.211914
	Iteration 30Q: 3 clusters Score -301759.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -301768.343750 Penalty: 2836.211914
	Iteration 31Q: 3 clusters Score -301768.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -301773.031250 Penalty: 2836.211914
	Iteration 32Q: 3 clusters Score -301773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -301776.718750 Penalty: 2836.211914
	Iteration 33Q: 3 clusters Score -301776.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -301781.562500 Penalty: 2836.211914
	Iteration 34Q: 3 clusters Score -301781.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -301784.531250 Penalty: 2836.211914
	Iteration 35Q: 3 clusters Score -301784.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -301787.906250 Penalty: 2836.211914
	Iteration 36Q: 3 clusters Score -301787.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -301793.031250 Penalty: 2836.211914
	Iteration 37Q: 3 clusters Score -301793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -301799.968750 Penalty: 2836.211914
	Iteration 38Q: 3 clusters Score -301800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -301802.500000 Penalty: 2836.211914
	Iteration 39Q: 3 clusters Score -301802.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -301803.500000 Penalty: 2836.211914
	Iteration 40F: 3 clusters Score -301803.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -301806.250000 Penalty: 2836.211914
	Iteration 41Q: 3 clusters Score -301806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -301806.562500 Penalty: 2836.211914
	Iteration 42Q: 3 clusters Score -301806.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -301807.562500 Penalty: 2836.211914
	Iteration 43Q: 3 clusters Score -301807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -301808.187500 Penalty: 2836.211914
	Iteration 44Q: 3 clusters Score -301808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -301808.812500 Penalty: 2836.211914
	Iteration 45Q: 3 clusters Score -301808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -301808.812500 Penalty: 2836.211914
	Iteration 46F: 3 clusters Score -301808.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Entering Unmasked Estep 
Score: -283127.531250 Penalty: 1424.031616
	Iteration 0F: 2 clusters Score -283127.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -278315.562500 Penalty: 2848.063232
	Iteration 0F: 3 clusters Score -278315.6 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -279689.937500 Penalty: 2848.063232
	Iteration 1F: 3 clusters Score -279689.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -279872.250000 Penalty: 2848.063232
	Iteration 2F: 3 clusters Score -279872.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -280016.687500 Penalty: 2848.063232
	Iteration 3Q: 3 clusters Score -280016.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -280134.343750 Penalty: 2848.063232
	Iteration 4Q: 3 clusters Score -280134.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -280257.468750 Penalty: 2848.063232
	Iteration 5Q: 3 clusters Score -280257.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -280412.750000 Penalty: 2848.063232
	Iteration 6Q: 3 clusters Score -280412.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -280550.843750 Penalty: 2848.063232
	Iteration 7Q: 3 clusters Score -280550.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -280699.062500 Penalty: 2848.063232
	Iteration 8Q: 3 clusters Score -280699.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -280843.281250 Penalty: 2848.063232
	Iteration 9Q: 3 clusters Score -280843.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -280987.312500 Penalty: 2848.063232
	Iteration 10Q: 3 clusters Score -280987.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -281108.531250 Penalty: 2848.063232
	Iteration 11Q: 3 clusters Score -281108.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -281212.250000 Penalty: 2848.063232
	Iteration 12Q: 3 clusters Score -281212.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -281314.843750 Penalty: 2848.063232
	Iteration 13Q: 3 clusters Score -281314.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -281395.250000 Penalty: 2848.063232
	Iteration 14Q: 3 clusters Score -281395.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -281464.531250 Penalty: 2848.063232
	Iteration 15Q: 3 clusters Score -281464.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -281523.500000 Penalty: 2848.063232
	Iteration 16Q: 3 clusters Score -281523.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -281571.468750 Penalty: 2848.063232
	Iteration 17Q: 3 clusters Score -281571.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -281606.250000 Penalty: 2848.063232
	Iteration 18Q: 3 clusters Score -281606.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -281638.500000 Penalty: 2848.063232
	Iteration 19Q: 3 clusters Score -281638.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -281664.062500 Penalty: 2848.063232
	Iteration 20F: 3 clusters Score -281664.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -281688.812500 Penalty: 2848.063232
	Iteration 21Q: 3 clusters Score -281688.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -281710.875000 Penalty: 2848.063232
	Iteration 22Q: 3 clusters Score -281710.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -281732.968750 Penalty: 2848.063232
	Iteration 23Q: 3 clusters Score -281733 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -281753.093750 Penalty: 2848.063232
	Iteration 24Q: 3 clusters Score -281753.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -281776.718750 Penalty: 2848.063232
	Iteration 25Q: 3 clusters Score -281776.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -281798.812500 Penalty: 2848.063232
	Iteration 26Q: 3 clusters Score -281798.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -281818.156250 Penalty: 2848.063232
	Iteration 27Q: 3 clusters Score -281818.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -281836.500000 Penalty: 2848.063232
	Iteration 28Q: 3 clusters Score -281836.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -281851.562500 Penalty: 2848.063232
	Iteration 29Q: 3 clusters Score -281851.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -281864.812500 Penalty: 2848.063232
	Iteration 30Q: 3 clusters Score -281864.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -281879.718750 Penalty: 2848.063232
	Iteration 31Q: 3 clusters Score -281879.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -281903.718750 Penalty: 2848.063232
	Iteration 32Q: 3 clusters Score -281903.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -281920.781250 Penalty: 2848.063232
	Iteration 33Q: 3 clusters Score -281920.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -281937.093750 Penalty: 2848.063232
	Iteration 34Q: 3 clusters Score -281937.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -281948.718750 Penalty: 2848.063232
	Iteration 35Q: 3 clusters Score -281948.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -281958.531250 Penalty: 2848.063232
	Iteration 36Q: 3 clusters Score -281958.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -281972.875000 Penalty: 2848.063232
	Iteration 37Q: 3 clusters Score -281972.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -281985.250000 Penalty: 2848.063232
	Iteration 38Q: 3 clusters Score -281985.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -281995.500000 Penalty: 2848.063232
	Iteration 39Q: 3 clusters Score -281995.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -282003.843750 Penalty: 2848.063232
	Iteration 40F: 3 clusters Score -282003.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -282017.125000 Penalty: 2848.063232
	Iteration 41Q: 3 clusters Score -282017.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -282032.375000 Penalty: 2848.063232
	Iteration 42Q: 3 clusters Score -282032.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -282044.156250 Penalty: 2848.063232
	Iteration 43Q: 3 clusters Score -282044.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -282051.593750 Penalty: 2848.063232
	Iteration 44Q: 3 clusters Score -282051.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282057.531250 Penalty: 2848.063232
	Iteration 45Q: 3 clusters Score -282057.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -282060.812500 Penalty: 2848.063232
	Iteration 46Q: 3 clusters Score -282060.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -282064.125000 Penalty: 2848.063232
	Iteration 47Q: 3 clusters Score -282064.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -282068.375000 Penalty: 2848.063232
	Iteration 48Q: 3 clusters Score -282068.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -282074.218750 Penalty: 2848.063232
	Iteration 49Q: 3 clusters Score -282074.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -282079.250000 Penalty: 2848.063232
	Iteration 50Q: 3 clusters Score -282079.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -282085.500000 Penalty: 2848.063232
	Iteration 51Q: 3 clusters Score -282085.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -282090.687500 Penalty: 2848.063232
	Iteration 52Q: 3 clusters Score -282090.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -282094.468750 Penalty: 2848.063232
	Iteration 53Q: 3 clusters Score -282094.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -282098.531250 Penalty: 2848.063232
	Iteration 54Q: 3 clusters Score -282098.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -282106.156250 Penalty: 2848.063232
	Iteration 55Q: 3 clusters Score -282106.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -282117.000000 Penalty: 2848.063232
	Iteration 56Q: 3 clusters Score -282117 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -282128.000000 Penalty: 2848.063232
	Iteration 57Q: 3 clusters Score -282128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -282136.062500 Penalty: 2848.063232
	Iteration 58Q: 3 clusters Score -282136.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -282145.843750 Penalty: 2848.063232
	Iteration 59Q: 3 clusters Score -282145.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -282155.437500 Penalty: 2848.063232
	Iteration 60F: 3 clusters Score -282155.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -282161.593750 Penalty: 2848.063232
	Iteration 61Q: 3 clusters Score -282161.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -282166.718750 Penalty: 2848.063232
	Iteration 62Q: 3 clusters Score -282166.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -282173.156250 Penalty: 2848.063232
	Iteration 63Q: 3 clusters Score -282173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -282177.343750 Penalty: 2848.063232
	Iteration 64Q: 3 clusters Score -282177.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -282181.531250 Penalty: 2848.063232
	Iteration 65Q: 3 clusters Score -282181.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -282184.375000 Penalty: 2848.063232
	Iteration 66Q: 3 clusters Score -282184.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -282186.531250 Penalty: 2848.063232
	Iteration 67Q: 3 clusters Score -282186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -282188.375000 Penalty: 2848.063232
	Iteration 68Q: 3 clusters Score -282188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -282189.812500 Penalty: 2848.063232
	Iteration 69Q: 3 clusters Score -282189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -282190.375000 Penalty: 2848.063232
	Iteration 70Q: 3 clusters Score -282190.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -282190.718750 Penalty: 2848.063232
	Iteration 71Q: 3 clusters Score -282190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -282191.250000 Penalty: 2848.063232
	Iteration 72Q: 3 clusters Score -282191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -282191.500000 Penalty: 2848.063232
	Iteration 73Q: 3 clusters Score -282191.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -282191.687500 Penalty: 2848.063232
	Iteration 74Q: 3 clusters Score -282191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -282192.343750 Penalty: 2848.063232
	Iteration 75Q: 3 clusters Score -282192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -282193.281250 Penalty: 2848.063232
	Iteration 76Q: 3 clusters Score -282193.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -282193.562500 Penalty: 2848.063232
	Iteration 77Q: 3 clusters Score -282193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -282194.656250 Penalty: 2848.063232
	Iteration 78Q: 3 clusters Score -282194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -282194.718750 Penalty: 2848.063232
	Iteration 79Q: 3 clusters Score -282194.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -282194.718750 Penalty: 2848.063232
	Iteration 80F: 3 clusters Score -282194.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -126216.632812 Penalty: 1295.245361
	Iteration 0F: 2 clusters Score -126216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -123564.398438 Penalty: 2590.490723
	Iteration 0F: 3 clusters Score -123564.4 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -124395.984375 Penalty: 2590.490723
	Iteration 1F: 3 clusters Score -124396 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -124946.437500 Penalty: 2590.490723
	Iteration 2F: 3 clusters Score -124946.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -125642.210938 Penalty: 2590.490723
	Iteration 3F: 3 clusters Score -125642.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -126351.304688 Penalty: 2590.490723
	Iteration 4F: 3 clusters Score -126351.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -126638.468750 Penalty: 2590.490723
	Iteration 5F: 3 clusters Score -126638.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -126768.609375 Penalty: 2590.490723
	Iteration 6Q: 3 clusters Score -126768.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -126887.023438 Penalty: 2590.490723
	Iteration 7Q: 3 clusters Score -126887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -126977.562500 Penalty: 2590.490723
	Iteration 8Q: 3 clusters Score -126977.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -127056.875000 Penalty: 2590.490723
	Iteration 9Q: 3 clusters Score -127056.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -127104.382812 Penalty: 2590.490723
	Iteration 10Q: 3 clusters Score -127104.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -127124.476562 Penalty: 2590.490723
	Iteration 11Q: 3 clusters Score -127124.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -127133.210938 Penalty: 2590.490723
	Iteration 12Q: 3 clusters Score -127133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -127134.609375 Penalty: 2590.490723
	Iteration 13Q: 3 clusters Score -127134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -127135.976562 Penalty: 2590.490723
	Iteration 14Q: 3 clusters Score -127136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -127137.914062 Penalty: 2590.490723
	Iteration 15Q: 3 clusters Score -127137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -127138.226562 Penalty: 2590.490723
	Iteration 16Q: 3 clusters Score -127138.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -127138.562500 Penalty: 2590.490723
	Iteration 17Q: 3 clusters Score -127138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -127138.562500 Penalty: 2590.490723
	Iteration 18F: 3 clusters Score -127138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 9680 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 696 members 
Mstep: Class 7 contains 9439 members 
Mstep: Class 9 contains 8507 members 
Mstep: Class 10 contains 39409 members 
Mstep: Class 11 contains 20371 members 
Mstep: Class 12 contains 8587 members 
Mstep: Class 13 contains 46909 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 365920 members 
Mstep: Class 16 contains 6166 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 17528 members 
Mstep: Class 20 contains 33197 members 
Entering Unmasked Estep 
Score: -28190636.000000 Penalty: 38844.960938
Splitting cluster 18 changes total score from -28190268.000000 to -28190636.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 19 (17528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Entering Unmasked Estep 
Score: -903435.750000 Penalty: 1587.877686
	Iteration 0F: 2 clusters Score -903435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -891463.125000 Penalty: 3175.755371
	Iteration 0F: 3 clusters Score -891463.1 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -895452.187500 Penalty: 3175.755371
	Iteration 1F: 3 clusters Score -895452.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -895762.375000 Penalty: 3175.755371
	Iteration 2Q: 3 clusters Score -895762.4 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -896118.187500 Penalty: 3175.755371
	Iteration 3Q: 3 clusters Score -896118.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -896509.187500 Penalty: 3175.755371
	Iteration 4Q: 3 clusters Score -896509.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -896971.437500 Penalty: 3175.755371
	Iteration 5F: 3 clusters Score -896971.4 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -897595.687500 Penalty: 3175.755371
	Iteration 6F: 3 clusters Score -897595.7 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -898424.062500 Penalty: 3175.755371
	Iteration 7F: 3 clusters Score -898424.1 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -899499.562500 Penalty: 3175.755371
	Iteration 8F: 3 clusters Score -899499.6 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -900574.562500 Penalty: 3175.755371
	Iteration 9F: 3 clusters Score -900574.6 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -901393.750000 Penalty: 3175.755371
	Iteration 10F: 3 clusters Score -901393.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -901823.500000 Penalty: 3175.755371
	Iteration 11Q: 3 clusters Score -901823.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -902008.750000 Penalty: 3175.755371
	Iteration 12Q: 3 clusters Score -902008.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -902103.437500 Penalty: 3175.755371
	Iteration 13Q: 3 clusters Score -902103.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -902162.437500 Penalty: 3175.755371
	Iteration 14Q: 3 clusters Score -902162.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -902204.937500 Penalty: 3175.755371
	Iteration 15Q: 3 clusters Score -902204.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -902236.875000 Penalty: 3175.755371
	Iteration 16Q: 3 clusters Score -902236.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -902262.000000 Penalty: 3175.755371
	Iteration 17Q: 3 clusters Score -902262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -902279.875000 Penalty: 3175.755371
	Iteration 18Q: 3 clusters Score -902279.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -902292.125000 Penalty: 3175.755371
	Iteration 19Q: 3 clusters Score -902292.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -902297.375000 Penalty: 3175.755371
	Iteration 20F: 3 clusters Score -902297.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -902304.750000 Penalty: 3175.755371
	Iteration 21Q: 3 clusters Score -902304.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -902308.312500 Penalty: 3175.755371
	Iteration 22Q: 3 clusters Score -902308.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -902311.562500 Penalty: 3175.755371
	Iteration 23Q: 3 clusters Score -902311.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -902315.437500 Penalty: 3175.755371
	Iteration 24Q: 3 clusters Score -902315.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -902315.812500 Penalty: 3175.755371
	Iteration 25Q: 3 clusters Score -902315.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -902318.812500 Penalty: 3175.755371
	Iteration 26Q: 3 clusters Score -902318.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -902320.625000 Penalty: 3175.755371
	Iteration 27Q: 3 clusters Score -902320.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -902322.437500 Penalty: 3175.755371
	Iteration 28Q: 3 clusters Score -902322.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -902325.312500 Penalty: 3175.755371
	Iteration 29Q: 3 clusters Score -902325.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -902326.312500 Penalty: 3175.755371
	Iteration 30Q: 3 clusters Score -902326.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -902325.500000 Penalty: 3175.755371
	Iteration 31Q: 3 clusters Score -902325.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -902327.250000 Penalty: 3175.755371
	Iteration 32Q: 3 clusters Score -902327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -902326.187500 Penalty: 3175.755371
	Iteration 33Q: 3 clusters Score -902326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -902330.375000 Penalty: 3175.755371
	Iteration 34Q: 3 clusters Score -902330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -902329.437500 Penalty: 3175.755371
	Iteration 35Q: 3 clusters Score -902329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -902329.687500 Penalty: 3175.755371
	Iteration 36Q: 3 clusters Score -902329.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -902330.125000 Penalty: 3175.755371
	Iteration 37Q: 3 clusters Score -902330.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -902330.125000 Penalty: 3175.755371
	Iteration 38F: 3 clusters Score -902330.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Entering Unmasked Estep 
Score: -1688735.375000 Penalty: 1691.659790
	Iteration 0F: 2 clusters Score -1688735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1666369.875000 Penalty: 3383.319580
	Iteration 0F: 3 clusters Score -1666370 nChanged 15236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -1674884.250000 Penalty: 3383.319580
	Iteration 1F: 3 clusters Score -1674884 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1675546.750000 Penalty: 3383.319580
	Iteration 2F: 3 clusters Score -1675547 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -1676495.375000 Penalty: 3383.319580
	Iteration 3F: 3 clusters Score -1676495 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -1677863.000000 Penalty: 3383.319580
	Iteration 4F: 3 clusters Score -1677863 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -1679787.625000 Penalty: 3383.319580
	Iteration 5F: 3 clusters Score -1679788 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -1682049.875000 Penalty: 3383.319580
	Iteration 6F: 3 clusters Score -1682050 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -1684098.750000 Penalty: 3383.319580
	Iteration 7F: 3 clusters Score -1684099 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -1685533.750000 Penalty: 3383.319580
	Iteration 8Q: 3 clusters Score -1685534 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -1686299.375000 Penalty: 3383.319580
	Iteration 9Q: 3 clusters Score -1686299 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -1686757.125000 Penalty: 3383.319580
	Iteration 10Q: 3 clusters Score -1686757 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -1686982.125000 Penalty: 3383.319580
	Iteration 11Q: 3 clusters Score -1686982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -1687094.125000 Penalty: 3383.319580
	Iteration 12Q: 3 clusters Score -1687094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -1687151.125000 Penalty: 3383.319580
	Iteration 13Q: 3 clusters Score -1687151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -1687184.250000 Penalty: 3383.319580
	Iteration 14Q: 3 clusters Score -1687184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -1687202.250000 Penalty: 3383.319580
	Iteration 15Q: 3 clusters Score -1687202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -1687219.375000 Penalty: 3383.319580
	Iteration 16Q: 3 clusters Score -1687219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -1687234.125000 Penalty: 3383.319580
	Iteration 17Q: 3 clusters Score -1687234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -1687243.750000 Penalty: 3383.319580
	Iteration 18Q: 3 clusters Score -1687244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -1687255.875000 Penalty: 3383.319580
	Iteration 19Q: 3 clusters Score -1687256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -1687258.125000 Penalty: 3383.319580
	Iteration 20F: 3 clusters Score -1687258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -1687268.000000 Penalty: 3383.319580
	Iteration 21Q: 3 clusters Score -1687268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -1687282.250000 Penalty: 3383.319580
	Iteration 22Q: 3 clusters Score -1687282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -1687288.125000 Penalty: 3383.319580
	Iteration 23Q: 3 clusters Score -1687288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -1687288.125000 Penalty: 3383.319580
	Iteration 24F: 3 clusters Score -1687288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 9680 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 696 members 
Mstep: Class 7 contains 9439 members 
Mstep: Class 9 contains 8507 members 
Mstep: Class 10 contains 39409 members 
Mstep: Class 11 contains 20371 members 
Mstep: Class 12 contains 8587 members 
Mstep: Class 13 contains 46909 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 365920 members 
Mstep: Class 16 contains 6166 members 
Mstep: Class 17 contains 6395 members 
Mstep: Class 18 contains 1918 members 
Mstep: Class 19 contains 17528 members 
Mstep: Class 20 contains 33197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190938.000000 Penalty: 38844.960938
Iteration 39Q: 19 clusters Score -2.819094e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 9515 members 
Mstep: Class 5 contains 6626 members 
Mstep: Class 6 contains 699 members 
Mstep: Class 7 contains 9313 members 
Mstep: Class 9 contains 8622 members 
Mstep: Class 10 contains 39593 members 
Mstep: Class 11 contains 20398 members 
Mstep: Class 12 contains 8540 members 
Mstep: Class 13 contains 47124 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 366119 members 
Mstep: Class 16 contains 6304 members 
Mstep: Class 17 contains 6392 members 
Mstep: Class 18 contains 2002 members 
Mstep: Class 19 contains 16991 members 
Mstep: Class 20 contains 33131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191410.000000 Penalty: 38844.960938
Iteration 40F: 19 clusters Score -2.819141e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 9329 members 
Mstep: Class 5 contains 6632 members 
Mstep: Class 6 contains 686 members 
Mstep: Class 7 contains 9200 members 
Mstep: Class 9 contains 8720 members 
Mstep: Class 10 contains 39758 members 
Mstep: Class 11 contains 20375 members 
Mstep: Class 12 contains 8507 members 
Mstep: Class 13 contains 47464 members 
Mstep: Class 14 contains 1413 members 
Mstep: Class 15 contains 366073 members 
Mstep: Class 16 contains 6656 members 
Mstep: Class 17 contains 6307 members 
Mstep: Class 18 contains 2071 members 
Mstep: Class 19 contains 16460 members 
Mstep: Class 20 contains 33066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191678.000000 Penalty: 38844.960938
Iteration 41Q: 19 clusters Score -2.819168e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 3 contains 1851 members 
Mstep: Class 4 contains 9179 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 672 members 
Mstep: Class 7 contains 9092 members 
Mstep: Class 9 contains 8816 members 
Mstep: Class 10 contains 39937 members 
Mstep: Class 11 contains 20398 members 
Mstep: Class 12 contains 8467 members 
Mstep: Class 13 contains 47799 members 
Mstep: Class 14 contains 1424 members 
Mstep: Class 15 contains 365994 members 
Mstep: Class 16 contains 6974 members 
Mstep: Class 17 contains 6219 members 
Mstep: Class 18 contains 2119 members 
Mstep: Class 19 contains 15975 members 
Mstep: Class 20 contains 32974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192156.000000 Penalty: 38844.960938
Iteration 42Q: 19 clusters Score -2.819216e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 664 members 
Mstep: Class 7 contains 8966 members 
Mstep: Class 9 contains 8914 members 
Mstep: Class 10 contains 40126 members 
Mstep: Class 11 contains 20412 members 
Mstep: Class 12 contains 8425 members 
Mstep: Class 13 contains 48174 members 
Mstep: Class 14 contains 1426 members 
Mstep: Class 15 contains 365922 members 
Mstep: Class 16 contains 7275 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 15487 members 
Mstep: Class 20 contains 32882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192530.000000 Penalty: 38844.960938
Iteration 43Q: 19 clusters Score -2.819253e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 8903 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 656 members 
Mstep: Class 7 contains 8821 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 40303 members 
Mstep: Class 11 contains 20453 members 
Mstep: Class 12 contains 8392 members 
Mstep: Class 13 contains 48600 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 365787 members 
Mstep: Class 16 contains 7595 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 2194 members 
Mstep: Class 19 contains 15006 members 
Mstep: Class 20 contains 32793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192880.000000 Penalty: 38844.960938
Iteration 44Q: 19 clusters Score -2.819288e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 6624 members 
Mstep: Class 6 contains 650 members 
Mstep: Class 7 contains 8689 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 40472 members 
Mstep: Class 11 contains 20498 members 
Mstep: Class 12 contains 8344 members 
Mstep: Class 13 contains 49064 members 
Mstep: Class 14 contains 1432 members 
Mstep: Class 15 contains 365641 members 
Mstep: Class 16 contains 7877 members 
Mstep: Class 17 contains 6002 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 14521 members 
Mstep: Class 20 contains 32726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193200.000000 Penalty: 38844.960938
Iteration 45Q: 19 clusters Score -2.81932e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 3 contains 1867 members 
Mstep: Class 4 contains 8662 members 
Mstep: Class 5 contains 6617 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 40637 members 
Mstep: Class 11 contains 20538 members 
Mstep: Class 12 contains 8289 members 
Mstep: Class 13 contains 49562 members 
Mstep: Class 14 contains 1433 members 
Mstep: Class 15 contains 365434 members 
Mstep: Class 16 contains 8146 members 
Mstep: Class 17 contains 5946 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 14086 members 
Mstep: Class 20 contains 32643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193408.000000 Penalty: 38844.960938
Iteration 46Q: 19 clusters Score -2.819341e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 8540 members 
Mstep: Class 5 contains 6618 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 8474 members 
Mstep: Class 9 contains 9223 members 
Mstep: Class 10 contains 40833 members 
Mstep: Class 11 contains 20585 members 
Mstep: Class 12 contains 8247 members 
Mstep: Class 13 contains 49958 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 365219 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 5886 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 13696 members 
Mstep: Class 20 contains 32573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193774.000000 Penalty: 38844.960938
Iteration 47Q: 19 clusters Score -2.819377e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 8441 members 
Mstep: Class 5 contains 6617 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 8389 members 
Mstep: Class 9 contains 9300 members 
Mstep: Class 10 contains 41008 members 
Mstep: Class 11 contains 20625 members 
Mstep: Class 12 contains 8191 members 
Mstep: Class 13 contains 50371 members 
Mstep: Class 14 contains 1426 members 
Mstep: Class 15 contains 365035 members 
Mstep: Class 16 contains 8621 members 
Mstep: Class 17 contains 5820 members 
Mstep: Class 18 contains 2276 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 32511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194174.000000 Penalty: 38844.960938
Iteration 48Q: 19 clusters Score -2.819417e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 8344 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 639 members 
Mstep: Class 7 contains 8315 members 
Mstep: Class 9 contains 9386 members 
Mstep: Class 10 contains 41141 members 
Mstep: Class 11 contains 20652 members 
Mstep: Class 12 contains 8139 members 
Mstep: Class 13 contains 50770 members 
Mstep: Class 14 contains 1425 members 
Mstep: Class 15 contains 364856 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 5771 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 12945 members 
Mstep: Class 20 contains 32457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194254.000000 Penalty: 38844.960938
Iteration 49Q: 19 clusters Score -2.819425e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 8233 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 7 contains 8242 members 
Mstep: Class 9 contains 9477 members 
Mstep: Class 10 contains 41260 members 
Mstep: Class 11 contains 20679 members 
Mstep: Class 12 contains 8091 members 
Mstep: Class 13 contains 51147 members 
Mstep: Class 14 contains 1425 members 
Mstep: Class 15 contains 364695 members 
Mstep: Class 16 contains 8987 members 
Mstep: Class 17 contains 5723 members 
Mstep: Class 18 contains 2296 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 32432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194534.000000 Penalty: 38844.960938
Iteration 50Q: 19 clusters Score -2.819453e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 8117 members 
Mstep: Class 5 contains 6617 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 7 contains 8168 members 
Mstep: Class 9 contains 9580 members 
Mstep: Class 10 contains 41385 members 
Mstep: Class 11 contains 20712 members 
Mstep: Class 12 contains 8048 members 
Mstep: Class 13 contains 51479 members 
Mstep: Class 14 contains 1426 members 
Mstep: Class 15 contains 364564 members 
Mstep: Class 16 contains 9132 members 
Mstep: Class 17 contains 5689 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 12300 members 
Mstep: Class 20 contains 32388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194576.000000 Penalty: 38844.960938
Iteration 51Q: 19 clusters Score -2.819458e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 6617 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 7 contains 8100 members 
Mstep: Class 9 contains 9684 members 
Mstep: Class 10 contains 41489 members 
Mstep: Class 11 contains 20729 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 51816 members 
Mstep: Class 14 contains 1426 members 
Mstep: Class 15 contains 364430 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 5666 members 
Mstep: Class 18 contains 2315 members 
Mstep: Class 19 contains 12006 members 
Mstep: Class 20 contains 32336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194658.000000 Penalty: 38844.960938
Iteration 52Q: 19 clusters Score -2.819466e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 7 contains 8032 members 
Mstep: Class 9 contains 9792 members 
Mstep: Class 10 contains 41584 members 
Mstep: Class 11 contains 20765 members 
Mstep: Class 12 contains 7988 members 
Mstep: Class 13 contains 52130 members 
Mstep: Class 14 contains 1427 members 
Mstep: Class 15 contains 364321 members 
Mstep: Class 16 contains 9397 members 
Mstep: Class 17 contains 5637 members 
Mstep: Class 18 contains 2320 members 
Mstep: Class 19 contains 11722 members 
Mstep: Class 20 contains 32286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194788.000000 Penalty: 38844.960938
Iteration 53Q: 19 clusters Score -2.819479e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 4 contains 7753 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 7 contains 7970 members 
Mstep: Class 9 contains 9902 members 
Mstep: Class 10 contains 41675 members 
Mstep: Class 11 contains 20794 members 
Mstep: Class 12 contains 7959 members 
Mstep: Class 13 contains 52424 members 
Mstep: Class 14 contains 1427 members 
Mstep: Class 15 contains 364257 members 
Mstep: Class 16 contains 9509 members 
Mstep: Class 17 contains 5601 members 
Mstep: Class 18 contains 2325 members 
Mstep: Class 19 contains 11444 members 
Mstep: Class 20 contains 32236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194810.000000 Penalty: 38844.960938
Iteration 54Q: 19 clusters Score -2.819481e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 3 contains 1879 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 6609 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 7901 members 
Mstep: Class 9 contains 9998 members 
Mstep: Class 10 contains 41772 members 
Mstep: Class 11 contains 20818 members 
Mstep: Class 12 contains 7919 members 
Mstep: Class 13 contains 52697 members 
Mstep: Class 14 contains 1427 members 
Mstep: Class 15 contains 364188 members 
Mstep: Class 16 contains 9613 members 
Mstep: Class 17 contains 5578 members 
Mstep: Class 18 contains 2329 members 
Mstep: Class 19 contains 11183 members 
Mstep: Class 20 contains 32206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194850.000000 Penalty: 38844.960938
Iteration 55Q: 19 clusters Score -2.819485e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 7517 members 
Mstep: Class 5 contains 6606 members 
Mstep: Class 6 contains 645 members 
Mstep: Class 7 contains 7841 members 
Mstep: Class 9 contains 10098 members 
Mstep: Class 10 contains 41865 members 
Mstep: Class 11 contains 20832 members 
Mstep: Class 12 contains 7882 members 
Mstep: Class 13 contains 52921 members 
Mstep: Class 14 contains 1427 members 
Mstep: Class 15 contains 364162 members 
Mstep: Class 16 contains 9709 members 
Mstep: Class 17 contains 5564 members 
Mstep: Class 18 contains 2329 members 
Mstep: Class 19 contains 10939 members 
Mstep: Class 20 contains 32184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194930.000000 Penalty: 38844.960938
Iteration 56Q: 19 clusters Score -2.819493e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 7399 members 
Mstep: Class 5 contains 6601 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 7 contains 7775 members 
Mstep: Class 9 contains 10199 members 
Mstep: Class 10 contains 41967 members 
Mstep: Class 11 contains 20852 members 
Mstep: Class 12 contains 7849 members 
Mstep: Class 13 contains 53149 members 
Mstep: Class 14 contains 1427 members 
Mstep: Class 15 contains 364135 members 
Mstep: Class 16 contains 9789 members 
Mstep: Class 17 contains 5540 members 
Mstep: Class 18 contains 2332 members 
Mstep: Class 19 contains 10706 members 
Mstep: Class 20 contains 32158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195206.000000 Penalty: 38844.960938
Iteration 57Q: 19 clusters Score -2.819521e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 7276 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 7706 members 
Mstep: Class 9 contains 10297 members 
Mstep: Class 10 contains 42074 members 
Mstep: Class 11 contains 20869 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 53363 members 
Mstep: Class 14 contains 1428 members 
Mstep: Class 15 contains 364078 members 
Mstep: Class 16 contains 9860 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 10502 members 
Mstep: Class 20 contains 32150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195140.000000 Penalty: 38844.960938
Iteration 58Q: 19 clusters Score -2.819514e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 7164 members 
Mstep: Class 5 contains 6596 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 7 contains 7640 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 42200 members 
Mstep: Class 11 contains 20877 members 
Mstep: Class 12 contains 7783 members 
Mstep: Class 13 contains 53545 members 
Mstep: Class 14 contains 1429 members 
Mstep: Class 15 contains 363997 members 
Mstep: Class 16 contains 9919 members 
Mstep: Class 17 contains 5513 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 10324 members 
Mstep: Class 20 contains 32133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195328.000000 Penalty: 38844.960938
Iteration 59Q: 19 clusters Score -2.819533e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 7069 members 
Mstep: Class 5 contains 6590 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 7 contains 7561 members 
Mstep: Class 9 contains 10499 members 
Mstep: Class 10 contains 42325 members 
Mstep: Class 11 contains 20898 members 
Mstep: Class 12 contains 7757 members 
Mstep: Class 13 contains 53721 members 
Mstep: Class 14 contains 1429 members 
Mstep: Class 15 contains 363933 members 
Mstep: Class 16 contains 9974 members 
Mstep: Class 17 contains 5508 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 10151 members 
Mstep: Class 20 contains 32115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195408.000000 Penalty: 38844.960938
Iteration 60F: 19 clusters Score -2.819541e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 6960 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 7 contains 7486 members 
Mstep: Class 9 contains 10588 members 
Mstep: Class 10 contains 42437 members 
Mstep: Class 11 contains 20936 members 
Mstep: Class 12 contains 7736 members 
Mstep: Class 13 contains 53875 members 
Mstep: Class 14 contains 1429 members 
Mstep: Class 15 contains 363897 members 
Mstep: Class 16 contains 10025 members 
Mstep: Class 17 contains 5498 members 
Mstep: Class 18 contains 2337 members 
Mstep: Class 19 contains 9969 members 
Mstep: Class 20 contains 32105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195496.000000 Penalty: 38844.960938
Iteration 61Q: 19 clusters Score -2.81955e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 6850 members 
Mstep: Class 5 contains 6579 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 7 contains 7416 members 
Mstep: Class 9 contains 10666 members 
Mstep: Class 10 contains 42540 members 
Mstep: Class 11 contains 20955 members 
Mstep: Class 12 contains 7714 members 
Mstep: Class 13 contains 54024 members 
Mstep: Class 14 contains 1429 members 
Mstep: Class 15 contains 363841 members 
Mstep: Class 16 contains 10074 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 2340 members 
Mstep: Class 19 contains 9816 members 
Mstep: Class 20 contains 32113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195526.000000 Penalty: 38844.960938
Iteration 62Q: 19 clusters Score -2.819553e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 3 contains 1895 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 6575 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 7 contains 7359 members 
Mstep: Class 9 contains 10756 members 
Mstep: Class 10 contains 42636 members 
Mstep: Class 11 contains 20961 members 
Mstep: Class 12 contains 7686 members 
Mstep: Class 13 contains 54175 members 
Mstep: Class 14 contains 1429 members 
Mstep: Class 15 contains 363802 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 5491 members 
Mstep: Class 18 contains 2343 members 
Mstep: Class 19 contains 9666 members 
Mstep: Class 20 contains 32118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195578.000000 Penalty: 38844.960938
Iteration 63Q: 19 clusters Score -2.819558e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 6623 members 
Mstep: Class 5 contains 6575 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 7307 members 
Mstep: Class 9 contains 10851 members 
Mstep: Class 10 contains 42727 members 
Mstep: Class 11 contains 20978 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 54321 members 
Mstep: Class 14 contains 1429 members 
Mstep: Class 15 contains 363764 members 
Mstep: Class 16 contains 10140 members 
Mstep: Class 17 contains 5481 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 32133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195492.000000 Penalty: 38844.960938
Iteration 64Q: 19 clusters Score -2.819549e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 3 contains 1895 members 
Mstep: Class 4 contains 6519 members 
Mstep: Class 5 contains 6571 members 
Mstep: Class 6 contains 642 members 
Mstep: Class 7 contains 7252 members 
Mstep: Class 9 contains 10935 members 
Mstep: Class 10 contains 42811 members 
Mstep: Class 11 contains 20995 members 
Mstep: Class 12 contains 7655 members 
Mstep: Class 13 contains 54455 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 363715 members 
Mstep: Class 16 contains 10175 members 
Mstep: Class 17 contains 5479 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 9355 members 
Mstep: Class 20 contains 32137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195614.000000 Penalty: 38844.960938
Iteration 65Q: 19 clusters Score -2.819561e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 6408 members 
Mstep: Class 5 contains 6558 members 
Mstep: Class 6 contains 641 members 
Mstep: Class 7 contains 7196 members 
Mstep: Class 9 contains 11017 members 
Mstep: Class 10 contains 42927 members 
Mstep: Class 11 contains 21018 members 
Mstep: Class 12 contains 7633 members 
Mstep: Class 13 contains 54581 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 363623 members 
Mstep: Class 16 contains 10218 members 
Mstep: Class 17 contains 5496 members 
Mstep: Class 18 contains 2347 members 
Mstep: Class 19 contains 9239 members 
Mstep: Class 20 contains 32144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195516.000000 Penalty: 38844.960938
Iteration 66Q: 19 clusters Score -2.819552e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 6293 members 
Mstep: Class 5 contains 6550 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 7146 members 
Mstep: Class 9 contains 11106 members 
Mstep: Class 10 contains 43030 members 
Mstep: Class 11 contains 21026 members 
Mstep: Class 12 contains 7607 members 
Mstep: Class 13 contains 54702 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 363568 members 
Mstep: Class 16 contains 10260 members 
Mstep: Class 17 contains 5507 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 9119 members 
Mstep: Class 20 contains 32138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195538.000000 Penalty: 38844.960938
Iteration 67Q: 19 clusters Score -2.819554e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 6180 members 
Mstep: Class 5 contains 6542 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 7087 members 
Mstep: Class 9 contains 11203 members 
Mstep: Class 10 contains 43123 members 
Mstep: Class 11 contains 21034 members 
Mstep: Class 12 contains 7575 members 
Mstep: Class 13 contains 54820 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 363500 members 
Mstep: Class 16 contains 10298 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 9039 members 
Mstep: Class 20 contains 32130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195594.000000 Penalty: 38844.960938
Iteration 68Q: 19 clusters Score -2.819559e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 3 contains 1883 members 
Mstep: Class 4 contains 6070 members 
Mstep: Class 5 contains 6528 members 
Mstep: Class 6 contains 637 members 
Mstep: Class 7 contains 7015 members 
Mstep: Class 9 contains 11313 members 
Mstep: Class 10 contains 43218 members 
Mstep: Class 11 contains 21041 members 
Mstep: Class 12 contains 7551 members 
Mstep: Class 13 contains 54945 members 
Mstep: Class 14 contains 1430 members 
Mstep: Class 15 contains 363456 members 
Mstep: Class 16 contains 10336 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 2348 members 
Mstep: Class 19 contains 8943 members 
Mstep: Class 20 contains 32118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195802.000000 Penalty: 38844.960938
Iteration 69Q: 19 clusters Score -2.81958e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 5956 members 
Mstep: Class 5 contains 6514 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 6942 members 
Mstep: Class 9 contains 11432 members 
Mstep: Class 10 contains 43322 members 
Mstep: Class 11 contains 21044 members 
Mstep: Class 12 contains 7531 members 
Mstep: Class 13 contains 55044 members 
Mstep: Class 14 contains 1431 members 
Mstep: Class 15 contains 363418 members 
Mstep: Class 16 contains 10379 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 8844 members 
Mstep: Class 20 contains 32110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195902.000000 Penalty: 38844.960938
Iteration 70Q: 19 clusters Score -2.81959e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 5826 members 
Mstep: Class 5 contains 6496 members 
Mstep: Class 6 contains 631 members 
Mstep: Class 7 contains 6876 members 
Mstep: Class 9 contains 11573 members 
Mstep: Class 10 contains 43418 members 
Mstep: Class 11 contains 21041 members 
Mstep: Class 12 contains 7508 members 
Mstep: Class 13 contains 55142 members 
Mstep: Class 14 contains 1433 members 
Mstep: Class 15 contains 363403 members 
Mstep: Class 16 contains 10404 members 
Mstep: Class 17 contains 5525 members 
Mstep: Class 18 contains 2350 members 
Mstep: Class 19 contains 8743 members 
Mstep: Class 20 contains 32087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195852.000000 Penalty: 38844.960938
Iteration 71Q: 19 clusters Score -2.819585e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 3 contains 1876 members 
Mstep: Class 4 contains 5698 members 
Mstep: Class 5 contains 6483 members 
Mstep: Class 6 contains 628 members 
Mstep: Class 7 contains 6817 members 
Mstep: Class 9 contains 11694 members 
Mstep: Class 10 contains 43504 members 
Mstep: Class 11 contains 21050 members 
Mstep: Class 12 contains 7483 members 
Mstep: Class 13 contains 55227 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 363394 members 
Mstep: Class 16 contains 10429 members 
Mstep: Class 17 contains 5539 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 8653 members 
Mstep: Class 20 contains 32063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195968.000000 Penalty: 38844.960938
Iteration 72Q: 19 clusters Score -2.819597e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 5578 members 
Mstep: Class 5 contains 6471 members 
Mstep: Class 6 contains 623 members 
Mstep: Class 7 contains 6774 members 
Mstep: Class 9 contains 11804 members 
Mstep: Class 10 contains 43589 members 
Mstep: Class 11 contains 21068 members 
Mstep: Class 12 contains 7462 members 
Mstep: Class 13 contains 55301 members 
Mstep: Class 14 contains 1434 members 
Mstep: Class 15 contains 363389 members 
Mstep: Class 16 contains 10447 members 
Mstep: Class 17 contains 5550 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 8556 members 
Mstep: Class 20 contains 32043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196044.000000 Penalty: 38844.960938
Iteration 73Q: 19 clusters Score -2.819604e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 5444 members 
Mstep: Class 5 contains 6463 members 
Mstep: Class 6 contains 621 members 
Mstep: Class 7 contains 6744 members 
Mstep: Class 9 contains 11921 members 
Mstep: Class 10 contains 43653 members 
Mstep: Class 11 contains 21076 members 
Mstep: Class 12 contains 7449 members 
Mstep: Class 13 contains 55359 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 363386 members 
Mstep: Class 16 contains 10465 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 8475 members 
Mstep: Class 20 contains 32028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196218.000000 Penalty: 38844.960938
Iteration 74Q: 19 clusters Score -2.819622e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 3 contains 1860 members 
Mstep: Class 4 contains 5283 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 617 members 
Mstep: Class 7 contains 6727 members 
Mstep: Class 9 contains 12048 members 
Mstep: Class 10 contains 43715 members 
Mstep: Class 11 contains 21081 members 
Mstep: Class 12 contains 7440 members 
Mstep: Class 13 contains 55407 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363368 members 
Mstep: Class 16 contains 10480 members 
Mstep: Class 17 contains 5595 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 8409 members 
Mstep: Class 20 contains 32024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196204.000000 Penalty: 38844.960938
Iteration 75Q: 19 clusters Score -2.81962e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 5112 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 615 members 
Mstep: Class 7 contains 6694 members 
Mstep: Class 9 contains 12185 members 
Mstep: Class 10 contains 43786 members 
Mstep: Class 11 contains 21073 members 
Mstep: Class 12 contains 7431 members 
Mstep: Class 13 contains 55435 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363356 members 
Mstep: Class 16 contains 10506 members 
Mstep: Class 17 contains 5623 members 
Mstep: Class 18 contains 2352 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 32022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196372.000000 Penalty: 38844.960938
Iteration 76Q: 19 clusters Score -2.819637e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 3 contains 1858 members 
Mstep: Class 4 contains 4946 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 613 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 9 contains 12334 members 
Mstep: Class 10 contains 43851 members 
Mstep: Class 11 contains 21061 members 
Mstep: Class 12 contains 7423 members 
Mstep: Class 13 contains 55468 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363321 members 
Mstep: Class 16 contains 10525 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 8301 members 
Mstep: Class 20 contains 32021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196482.000000 Penalty: 38844.960938
Iteration 77Q: 19 clusters Score -2.819648e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 4797 members 
Mstep: Class 5 contains 6446 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 6641 members 
Mstep: Class 9 contains 12471 members 
Mstep: Class 10 contains 43920 members 
Mstep: Class 11 contains 21040 members 
Mstep: Class 12 contains 7415 members 
Mstep: Class 13 contains 55499 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363295 members 
Mstep: Class 16 contains 10550 members 
Mstep: Class 17 contains 5685 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 32019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196634.000000 Penalty: 38844.960938
Iteration 78Q: 19 clusters Score -2.819663e+07 nChanged 530
Entering ConstructFrom: 
Score: -28196634.000000 Penalty: 38844.960938
Entering ConstructFrom: 
Trying to split cluster 1 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -54523.351562 Penalty: 1163.889526
	Iteration 0F: 2 clusters Score -54523.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -52861.000000 Penalty: 2327.779053
	Iteration 0F: 3 clusters Score -52861 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -53163.769531 Penalty: 2327.779053
	Iteration 1F: 3 clusters Score -53163.77 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -53253.593750 Penalty: 2327.779053
	Iteration 2F: 3 clusters Score -53253.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -53310.027344 Penalty: 2327.779053
	Iteration 3Q: 3 clusters Score -53310.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -53346.167969 Penalty: 2327.779053
	Iteration 4Q: 3 clusters Score -53346.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -53359.250000 Penalty: 2327.779053
	Iteration 5Q: 3 clusters Score -53359.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -53374.402344 Penalty: 2327.779053
	Iteration 6Q: 3 clusters Score -53374.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -53387.628906 Penalty: 2327.779053
	Iteration 7Q: 3 clusters Score -53387.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -53404.652344 Penalty: 2327.779053
	Iteration 8Q: 3 clusters Score -53404.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -53412.429688 Penalty: 2327.779053
	Iteration 9Q: 3 clusters Score -53412.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53420.464844 Penalty: 2327.779053
	Iteration 10Q: 3 clusters Score -53420.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -53427.480469 Penalty: 2327.779053
	Iteration 11Q: 3 clusters Score -53427.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -53433.679688 Penalty: 2327.779053
	Iteration 12Q: 3 clusters Score -53433.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -53443.453125 Penalty: 2327.779053
	Iteration 13Q: 3 clusters Score -53443.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -53453.714844 Penalty: 2327.779053
	Iteration 14Q: 3 clusters Score -53453.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -53458.019531 Penalty: 2327.779053
	Iteration 15Q: 3 clusters Score -53458.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -53462.628906 Penalty: 2327.779053
	Iteration 16Q: 3 clusters Score -53462.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -53464.472656 Penalty: 2327.779053
	Iteration 17Q: 3 clusters Score -53464.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -53468.757812 Penalty: 2327.779053
	Iteration 18Q: 3 clusters Score -53468.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -53471.484375 Penalty: 2327.779053
	Iteration 19Q: 3 clusters Score -53471.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -53475.386719 Penalty: 2327.779053
	Iteration 20F: 3 clusters Score -53475.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -53476.636719 Penalty: 2327.779053
	Iteration 21Q: 3 clusters Score -53476.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -53478.488281 Penalty: 2327.779053
	Iteration 22Q: 3 clusters Score -53478.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -53479.312500 Penalty: 2327.779053
	Iteration 23Q: 3 clusters Score -53479.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -53479.312500 Penalty: 2327.779053
	Iteration 24F: 3 clusters Score -53479.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -83827.781250 Penalty: 1222.126099
	Iteration 0F: 2 clusters Score -83827.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -81844.078125 Penalty: 2444.252197
	Iteration 0F: 3 clusters Score -81844.08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -82225.312500 Penalty: 2444.252197
	Iteration 1F: 3 clusters Score -82225.31 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -82314.148438 Penalty: 2444.252197
	Iteration 2F: 3 clusters Score -82314.15 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -82375.304688 Penalty: 2444.252197
	Iteration 3Q: 3 clusters Score -82375.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -82422.335938 Penalty: 2444.252197
	Iteration 4Q: 3 clusters Score -82422.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -82463.804688 Penalty: 2444.252197
	Iteration 5Q: 3 clusters Score -82463.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -82493.164062 Penalty: 2444.252197
	Iteration 6Q: 3 clusters Score -82493.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -82512.593750 Penalty: 2444.252197
	Iteration 7Q: 3 clusters Score -82512.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -82532.757812 Penalty: 2444.252197
	Iteration 8Q: 3 clusters Score -82532.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -82549.476562 Penalty: 2444.252197
	Iteration 9Q: 3 clusters Score -82549.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -82566.195312 Penalty: 2444.252197
	Iteration 10Q: 3 clusters Score -82566.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -82573.945312 Penalty: 2444.252197
	Iteration 11Q: 3 clusters Score -82573.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -82580.812500 Penalty: 2444.252197
	Iteration 12Q: 3 clusters Score -82580.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -82587.343750 Penalty: 2444.252197
	Iteration 13Q: 3 clusters Score -82587.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -82594.125000 Penalty: 2444.252197
	Iteration 14Q: 3 clusters Score -82594.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -82599.851562 Penalty: 2444.252197
	Iteration 15Q: 3 clusters Score -82599.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -82605.601562 Penalty: 2444.252197
	Iteration 16Q: 3 clusters Score -82605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -82612.242188 Penalty: 2444.252197
	Iteration 17Q: 3 clusters Score -82612.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -82620.054688 Penalty: 2444.252197
	Iteration 18Q: 3 clusters Score -82620.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -82626.093750 Penalty: 2444.252197
	Iteration 19Q: 3 clusters Score -82626.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -82634.750000 Penalty: 2444.252197
	Iteration 20F: 3 clusters Score -82634.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82642.773438 Penalty: 2444.252197
	Iteration 21Q: 3 clusters Score -82642.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82648.398438 Penalty: 2444.252197
	Iteration 22Q: 3 clusters Score -82648.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -82650.210938 Penalty: 2444.252197
	Iteration 23Q: 3 clusters Score -82650.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82652.453125 Penalty: 2444.252197
	Iteration 24Q: 3 clusters Score -82652.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -82655.976562 Penalty: 2444.252197
	Iteration 25Q: 3 clusters Score -82655.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -82659.765625 Penalty: 2444.252197
	Iteration 26Q: 3 clusters Score -82659.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -82663.625000 Penalty: 2444.252197
	Iteration 27Q: 3 clusters Score -82663.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -82666.921875 Penalty: 2444.252197
	Iteration 28Q: 3 clusters Score -82666.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -82668.304688 Penalty: 2444.252197
	Iteration 29Q: 3 clusters Score -82668.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -82668.460938 Penalty: 2444.252197
	Iteration 30Q: 3 clusters Score -82668.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -82668.875000 Penalty: 2444.252197
	Iteration 31Q: 3 clusters Score -82668.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -82669.289062 Penalty: 2444.252197
	Iteration 32Q: 3 clusters Score -82669.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82669.750000 Penalty: 2444.252197
	Iteration 33Q: 3 clusters Score -82669.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82671.023438 Penalty: 2444.252197
	Iteration 34Q: 3 clusters Score -82671.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -82671.335938 Penalty: 2444.252197
	Iteration 35Q: 3 clusters Score -82671.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82671.523438 Penalty: 2444.252197
	Iteration 36Q: 3 clusters Score -82671.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82671.523438 Penalty: 2444.252197
	Iteration 37F: 3 clusters Score -82671.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Entering Unmasked Estep 
Score: -190535.421875 Penalty: 1372.320923
	Iteration 0F: 2 clusters Score -190535.4 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 2398 members 
Entering Unmasked Estep 
Score: -186813.468750 Penalty: 2744.641846
	Iteration 0F: 3 clusters Score -186813.5 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -187907.781250 Penalty: 2744.641846
	Iteration 1F: 3 clusters Score -187907.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -188218.218750 Penalty: 2744.641846
	Iteration 2F: 3 clusters Score -188218.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -188513.390625 Penalty: 2744.641846
	Iteration 3F: 3 clusters Score -188513.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -188691.609375 Penalty: 2744.641846
	Iteration 4F: 3 clusters Score -188691.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -188806.437500 Penalty: 2744.641846
	Iteration 5Q: 3 clusters Score -188806.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -188896.625000 Penalty: 2744.641846
	Iteration 6Q: 3 clusters Score -188896.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -188965.843750 Penalty: 2744.641846
	Iteration 7Q: 3 clusters Score -188965.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -189009.671875 Penalty: 2744.641846
	Iteration 8Q: 3 clusters Score -189009.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -189046.718750 Penalty: 2744.641846
	Iteration 9Q: 3 clusters Score -189046.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -189076.562500 Penalty: 2744.641846
	Iteration 10Q: 3 clusters Score -189076.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -189110.375000 Penalty: 2744.641846
	Iteration 11Q: 3 clusters Score -189110.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -189132.500000 Penalty: 2744.641846
	Iteration 12Q: 3 clusters Score -189132.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -189156.453125 Penalty: 2744.641846
	Iteration 13Q: 3 clusters Score -189156.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -189174.109375 Penalty: 2744.641846
	Iteration 14Q: 3 clusters Score -189174.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -189189.890625 Penalty: 2744.641846
	Iteration 15Q: 3 clusters Score -189189.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -189211.609375 Penalty: 2744.641846
	Iteration 16Q: 3 clusters Score -189211.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -189238.687500 Penalty: 2744.641846
	Iteration 17Q: 3 clusters Score -189238.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -189268.265625 Penalty: 2744.641846
	Iteration 18Q: 3 clusters Score -189268.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -189307.671875 Penalty: 2744.641846
	Iteration 19Q: 3 clusters Score -189307.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -189352.828125 Penalty: 2744.641846
	Iteration 20F: 3 clusters Score -189352.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -189409.031250 Penalty: 2744.641846
	Iteration 21Q: 3 clusters Score -189409 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -189476.140625 Penalty: 2744.641846
	Iteration 22Q: 3 clusters Score -189476.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -189561.406250 Penalty: 2744.641846
	Iteration 23Q: 3 clusters Score -189561.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -189673.312500 Penalty: 2744.641846
	Iteration 24Q: 3 clusters Score -189673.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -189794.750000 Penalty: 2744.641846
	Iteration 25Q: 3 clusters Score -189794.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -189882.734375 Penalty: 2744.641846
	Iteration 26Q: 3 clusters Score -189882.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -189939.921875 Penalty: 2744.641846
	Iteration 27Q: 3 clusters Score -189939.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -189985.578125 Penalty: 2744.641846
	Iteration 28Q: 3 clusters Score -189985.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -190019.484375 Penalty: 2744.641846
	Iteration 29Q: 3 clusters Score -190019.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -190039.000000 Penalty: 2744.641846
	Iteration 30Q: 3 clusters Score -190039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -190047.781250 Penalty: 2744.641846
	Iteration 31Q: 3 clusters Score -190047.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -190053.343750 Penalty: 2744.641846
	Iteration 32Q: 3 clusters Score -190053.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -190056.593750 Penalty: 2744.641846
	Iteration 33Q: 3 clusters Score -190056.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -190060.187500 Penalty: 2744.641846
	Iteration 34Q: 3 clusters Score -190060.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -190062.250000 Penalty: 2744.641846
	Iteration 35Q: 3 clusters Score -190062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -190063.859375 Penalty: 2744.641846
	Iteration 36Q: 3 clusters Score -190063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -190064.921875 Penalty: 2744.641846
	Iteration 37Q: 3 clusters Score -190064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -190066.109375 Penalty: 2744.641846
	Iteration 38Q: 3 clusters Score -190066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -190067.015625 Penalty: 2744.641846
	Iteration 39Q: 3 clusters Score -190067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -190067.421875 Penalty: 2744.641846
	Iteration 40F: 3 clusters Score -190067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -190069.031250 Penalty: 2744.641846
	Iteration 41Q: 3 clusters Score -190069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -190071.218750 Penalty: 2744.641846
	Iteration 42Q: 3 clusters Score -190071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -190071.859375 Penalty: 2744.641846
	Iteration 43Q: 3 clusters Score -190071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -190071.843750 Penalty: 2744.641846
	Iteration 44Q: 3 clusters Score -190071.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -190072.187500 Penalty: 2744.641846
	Iteration 45Q: 3 clusters Score -190072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -190072.390625 Penalty: 2744.641846
	Iteration 46Q: 3 clusters Score -190072.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -190072.390625 Penalty: 2744.641846
	Iteration 47F: 3 clusters Score -190072.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -298529.375000 Penalty: 1425.171143
	Iteration 0F: 2 clusters Score -298529.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -293667.500000 Penalty: 2850.342285
	Iteration 0F: 3 clusters Score -293667.5 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -295145.843750 Penalty: 2850.342285
	Iteration 1F: 3 clusters Score -295145.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -295542.000000 Penalty: 2850.342285
	Iteration 2F: 3 clusters Score -295542 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -295931.500000 Penalty: 2850.342285
	Iteration 3F: 3 clusters Score -295931.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -296258.093750 Penalty: 2850.342285
	Iteration 4F: 3 clusters Score -296258.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -296503.375000 Penalty: 2850.342285
	Iteration 5F: 3 clusters Score -296503.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -296691.468750 Penalty: 2850.342285
	Iteration 6F: 3 clusters Score -296691.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -296836.562500 Penalty: 2850.342285
	Iteration 7Q: 3 clusters Score -296836.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -296944.750000 Penalty: 2850.342285
	Iteration 8Q: 3 clusters Score -296944.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -297021.562500 Penalty: 2850.342285
	Iteration 9Q: 3 clusters Score -297021.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -297081.781250 Penalty: 2850.342285
	Iteration 10Q: 3 clusters Score -297081.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -297120.437500 Penalty: 2850.342285
	Iteration 11Q: 3 clusters Score -297120.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -297152.000000 Penalty: 2850.342285
	Iteration 12Q: 3 clusters Score -297152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -297180.562500 Penalty: 2850.342285
	Iteration 13Q: 3 clusters Score -297180.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -297197.843750 Penalty: 2850.342285
	Iteration 14Q: 3 clusters Score -297197.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -297206.218750 Penalty: 2850.342285
	Iteration 15Q: 3 clusters Score -297206.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -297213.468750 Penalty: 2850.342285
	Iteration 16Q: 3 clusters Score -297213.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -297221.843750 Penalty: 2850.342285
	Iteration 17Q: 3 clusters Score -297221.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -297236.281250 Penalty: 2850.342285
	Iteration 18Q: 3 clusters Score -297236.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -297250.031250 Penalty: 2850.342285
	Iteration 19Q: 3 clusters Score -297250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -297261.406250 Penalty: 2850.342285
	Iteration 20F: 3 clusters Score -297261.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -297274.687500 Penalty: 2850.342285
	Iteration 21Q: 3 clusters Score -297274.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -297291.343750 Penalty: 2850.342285
	Iteration 22Q: 3 clusters Score -297291.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -297310.187500 Penalty: 2850.342285
	Iteration 23Q: 3 clusters Score -297310.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -297319.937500 Penalty: 2850.342285
	Iteration 24Q: 3 clusters Score -297319.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -297333.687500 Penalty: 2850.342285
	Iteration 25Q: 3 clusters Score -297333.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -297348.875000 Penalty: 2850.342285
	Iteration 26Q: 3 clusters Score -297348.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -297364.312500 Penalty: 2850.342285
	Iteration 27Q: 3 clusters Score -297364.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -297386.312500 Penalty: 2850.342285
	Iteration 28Q: 3 clusters Score -297386.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -297407.500000 Penalty: 2850.342285
	Iteration 29Q: 3 clusters Score -297407.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -297429.687500 Penalty: 2850.342285
	Iteration 30Q: 3 clusters Score -297429.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -297452.875000 Penalty: 2850.342285
	Iteration 31Q: 3 clusters Score -297452.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -297475.156250 Penalty: 2850.342285
	Iteration 32Q: 3 clusters Score -297475.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -297495.687500 Penalty: 2850.342285
	Iteration 33Q: 3 clusters Score -297495.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -297514.062500 Penalty: 2850.342285
	Iteration 34Q: 3 clusters Score -297514.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -297538.062500 Penalty: 2850.342285
	Iteration 35Q: 3 clusters Score -297538.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -297568.593750 Penalty: 2850.342285
	Iteration 36Q: 3 clusters Score -297568.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -297589.718750 Penalty: 2850.342285
	Iteration 37Q: 3 clusters Score -297589.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -297608.968750 Penalty: 2850.342285
	Iteration 38Q: 3 clusters Score -297609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -297632.875000 Penalty: 2850.342285
	Iteration 39Q: 3 clusters Score -297632.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -297663.843750 Penalty: 2850.342285
	Iteration 40F: 3 clusters Score -297663.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -297680.031250 Penalty: 2850.342285
	Iteration 41Q: 3 clusters Score -297680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -297686.156250 Penalty: 2850.342285
	Iteration 42Q: 3 clusters Score -297686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -297689.375000 Penalty: 2850.342285
	Iteration 43Q: 3 clusters Score -297689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -297693.687500 Penalty: 2850.342285
	Iteration 44Q: 3 clusters Score -297693.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -297695.843750 Penalty: 2850.342285
	Iteration 45Q: 3 clusters Score -297695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -297696.812500 Penalty: 2850.342285
	Iteration 46Q: 3 clusters Score -297696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -297698.187500 Penalty: 2850.342285
	Iteration 47Q: 3 clusters Score -297698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -297699.843750 Penalty: 2850.342285
	Iteration 48Q: 3 clusters Score -297699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -297700.750000 Penalty: 2850.342285
	Iteration 49Q: 3 clusters Score -297700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -297702.125000 Penalty: 2850.342285
	Iteration 50Q: 3 clusters Score -297702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -297702.187500 Penalty: 2850.342285
	Iteration 51Q: 3 clusters Score -297702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -297702.781250 Penalty: 2850.342285
	Iteration 52Q: 3 clusters Score -297702.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -297702.781250 Penalty: 2850.342285
	Iteration 53F: 3 clusters Score -297702.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -24618.076172 Penalty: 1041.653442
	Iteration 0F: 2 clusters Score -24618.08 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 301 members 
Entering Unmasked Estep 
Score: -23454.146484 Penalty: 2083.306885
	Iteration 0F: 3 clusters Score -23454.15 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -23633.568359 Penalty: 2083.306885
	Iteration 1F: 3 clusters Score -23633.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -23695.351562 Penalty: 2083.306885
	Iteration 2F: 3 clusters Score -23695.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23731.210938 Penalty: 2083.306885
	Iteration 3Q: 3 clusters Score -23731.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23748.029297 Penalty: 2083.306885
	Iteration 4Q: 3 clusters Score -23748.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23755.964844 Penalty: 2083.306885
	Iteration 5Q: 3 clusters Score -23755.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23765.699219 Penalty: 2083.306885
	Iteration 6Q: 3 clusters Score -23765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23774.076172 Penalty: 2083.306885
	Iteration 7Q: 3 clusters Score -23774.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23777.589844 Penalty: 2083.306885
	Iteration 8Q: 3 clusters Score -23777.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -23781.705078 Penalty: 2083.306885
	Iteration 9Q: 3 clusters Score -23781.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -23783.626953 Penalty: 2083.306885
	Iteration 10Q: 3 clusters Score -23783.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23784.982422 Penalty: 2083.306885
	Iteration 11Q: 3 clusters Score -23784.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -23786.722656 Penalty: 2083.306885
	Iteration 12Q: 3 clusters Score -23786.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23787.443359 Penalty: 2083.306885
	Iteration 13Q: 3 clusters Score -23787.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -23787.990234 Penalty: 2083.306885
	Iteration 14Q: 3 clusters Score -23787.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23788.789062 Penalty: 2083.306885
	Iteration 15Q: 3 clusters Score -23788.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -23788.789062 Penalty: 2083.306885
	Iteration 16F: 3 clusters Score -23788.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -331536.281250 Penalty: 1429.945068
	Iteration 0F: 2 clusters Score -331536.3 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 3293 members 
Entering Unmasked Estep 
Score: -326463.562500 Penalty: 2859.890137
	Iteration 0F: 3 clusters Score -326463.6 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -328133.437500 Penalty: 2859.890137
	Iteration 1F: 3 clusters Score -328133.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -328401.781250 Penalty: 2859.890137
	Iteration 2F: 3 clusters Score -328401.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -328606.250000 Penalty: 2859.890137
	Iteration 3F: 3 clusters Score -328606.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -328778.468750 Penalty: 2859.890137
	Iteration 4Q: 3 clusters Score -328778.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -328911.281250 Penalty: 2859.890137
	Iteration 5Q: 3 clusters Score -328911.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -329019.437500 Penalty: 2859.890137
	Iteration 6Q: 3 clusters Score -329019.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -329105.312500 Penalty: 2859.890137
	Iteration 7Q: 3 clusters Score -329105.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -329194.468750 Penalty: 2859.890137
	Iteration 8Q: 3 clusters Score -329194.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -329288.593750 Penalty: 2859.890137
	Iteration 9Q: 3 clusters Score -329288.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -329374.968750 Penalty: 2859.890137
	Iteration 10Q: 3 clusters Score -329375 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -329455.656250 Penalty: 2859.890137
	Iteration 11Q: 3 clusters Score -329455.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -329531.875000 Penalty: 2859.890137
	Iteration 12Q: 3 clusters Score -329531.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -329619.000000 Penalty: 2859.890137
	Iteration 13Q: 3 clusters Score -329619 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -329686.718750 Penalty: 2859.890137
	Iteration 14Q: 3 clusters Score -329686.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -329751.406250 Penalty: 2859.890137
	Iteration 15Q: 3 clusters Score -329751.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -329814.281250 Penalty: 2859.890137
	Iteration 16Q: 3 clusters Score -329814.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -329894.968750 Penalty: 2859.890137
	Iteration 17Q: 3 clusters Score -329895 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -329987.062500 Penalty: 2859.890137
	Iteration 18Q: 3 clusters Score -329987.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -330088.875000 Penalty: 2859.890137
	Iteration 19Q: 3 clusters Score -330088.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -330184.937500 Penalty: 2859.890137
	Iteration 20F: 3 clusters Score -330184.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -330294.468750 Penalty: 2859.890137
	Iteration 21Q: 3 clusters Score -330294.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -330392.187500 Penalty: 2859.890137
	Iteration 22Q: 3 clusters Score -330392.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -330467.843750 Penalty: 2859.890137
	Iteration 23Q: 3 clusters Score -330467.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -330543.906250 Penalty: 2859.890137
	Iteration 24Q: 3 clusters Score -330543.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -330605.406250 Penalty: 2859.890137
	Iteration 25Q: 3 clusters Score -330605.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -330633.437500 Penalty: 2859.890137
	Iteration 26Q: 3 clusters Score -330633.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -330653.062500 Penalty: 2859.890137
	Iteration 27Q: 3 clusters Score -330653.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -330666.093750 Penalty: 2859.890137
	Iteration 28Q: 3 clusters Score -330666.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -330678.062500 Penalty: 2859.890137
	Iteration 29Q: 3 clusters Score -330678.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -330687.437500 Penalty: 2859.890137
	Iteration 30Q: 3 clusters Score -330687.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -330696.500000 Penalty: 2859.890137
	Iteration 31Q: 3 clusters Score -330696.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -330707.281250 Penalty: 2859.890137
	Iteration 32Q: 3 clusters Score -330707.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -330715.468750 Penalty: 2859.890137
	Iteration 33Q: 3 clusters Score -330715.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -330723.406250 Penalty: 2859.890137
	Iteration 34Q: 3 clusters Score -330723.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -330730.156250 Penalty: 2859.890137
	Iteration 35Q: 3 clusters Score -330730.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -330733.218750 Penalty: 2859.890137
	Iteration 36Q: 3 clusters Score -330733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -330735.718750 Penalty: 2859.890137
	Iteration 37Q: 3 clusters Score -330735.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -330736.906250 Penalty: 2859.890137
	Iteration 38Q: 3 clusters Score -330736.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -330738.312500 Penalty: 2859.890137
	Iteration 39Q: 3 clusters Score -330738.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -330739.625000 Penalty: 2859.890137
	Iteration 40F: 3 clusters Score -330739.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -330740.562500 Penalty: 2859.890137
	Iteration 41Q: 3 clusters Score -330740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -330741.500000 Penalty: 2859.890137
	Iteration 42Q: 3 clusters Score -330741.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -330741.656250 Penalty: 2859.890137
	Iteration 43Q: 3 clusters Score -330741.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -330742.562500 Penalty: 2859.890137
	Iteration 44Q: 3 clusters Score -330742.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -330743.687500 Penalty: 2859.890137
	Iteration 45Q: 3 clusters Score -330743.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -330744.437500 Penalty: 2859.890137
	Iteration 46Q: 3 clusters Score -330744.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -330744.593750 Penalty: 2859.890137
	Iteration 47Q: 3 clusters Score -330744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -330743.875000 Penalty: 2859.890137
	Iteration 48Q: 3 clusters Score -330743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -330743.875000 Penalty: 2859.890137
	Iteration 49F: 3 clusters Score -330743.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Entering Unmasked Estep 
Score: -599757.750000 Penalty: 1534.223145
	Iteration 0F: 2 clusters Score -599757.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -590989.562500 Penalty: 3068.446289
	Iteration 0F: 3 clusters Score -590989.6 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -593967.125000 Penalty: 3068.446289
	Iteration 1F: 3 clusters Score -593967.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -594228.937500 Penalty: 3068.446289
	Iteration 2F: 3 clusters Score -594228.9 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -594457.125000 Penalty: 3068.446289
	Iteration 3Q: 3 clusters Score -594457.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -594666.312500 Penalty: 3068.446289
	Iteration 4Q: 3 clusters Score -594666.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -594868.000000 Penalty: 3068.446289
	Iteration 5Q: 3 clusters Score -594868 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -595078.750000 Penalty: 3068.446289
	Iteration 6Q: 3 clusters Score -595078.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -595298.125000 Penalty: 3068.446289
	Iteration 7Q: 3 clusters Score -595298.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -595569.000000 Penalty: 3068.446289
	Iteration 8Q: 3 clusters Score -595569 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -595964.250000 Penalty: 3068.446289
	Iteration 9Q: 3 clusters Score -595964.2 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -596450.000000 Penalty: 3068.446289
	Iteration 10F: 3 clusters Score -596450 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -596970.750000 Penalty: 3068.446289
	Iteration 11Q: 3 clusters Score -596970.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -597378.625000 Penalty: 3068.446289
	Iteration 12Q: 3 clusters Score -597378.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -597662.875000 Penalty: 3068.446289
	Iteration 13Q: 3 clusters Score -597662.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -597901.000000 Penalty: 3068.446289
	Iteration 14Q: 3 clusters Score -597901 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -598094.000000 Penalty: 3068.446289
	Iteration 15Q: 3 clusters Score -598094 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -598248.000000 Penalty: 3068.446289
	Iteration 16Q: 3 clusters Score -598248 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -598342.937500 Penalty: 3068.446289
	Iteration 17Q: 3 clusters Score -598342.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -598421.625000 Penalty: 3068.446289
	Iteration 18Q: 3 clusters Score -598421.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -598493.000000 Penalty: 3068.446289
	Iteration 19Q: 3 clusters Score -598493 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -598537.062500 Penalty: 3068.446289
	Iteration 20F: 3 clusters Score -598537.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -598568.750000 Penalty: 3068.446289
	Iteration 21Q: 3 clusters Score -598568.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -598592.000000 Penalty: 3068.446289
	Iteration 22Q: 3 clusters Score -598592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -598612.750000 Penalty: 3068.446289
	Iteration 23Q: 3 clusters Score -598612.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -598623.687500 Penalty: 3068.446289
	Iteration 24Q: 3 clusters Score -598623.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -598634.250000 Penalty: 3068.446289
	Iteration 25Q: 3 clusters Score -598634.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -598644.062500 Penalty: 3068.446289
	Iteration 26Q: 3 clusters Score -598644.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -598653.625000 Penalty: 3068.446289
	Iteration 27Q: 3 clusters Score -598653.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -598658.687500 Penalty: 3068.446289
	Iteration 28Q: 3 clusters Score -598658.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -598662.250000 Penalty: 3068.446289
	Iteration 29Q: 3 clusters Score -598662.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -598665.750000 Penalty: 3068.446289
	Iteration 30Q: 3 clusters Score -598665.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -598670.500000 Penalty: 3068.446289
	Iteration 31Q: 3 clusters Score -598670.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -598676.875000 Penalty: 3068.446289
	Iteration 32Q: 3 clusters Score -598676.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -598681.687500 Penalty: 3068.446289
	Iteration 33Q: 3 clusters Score -598681.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -598685.000000 Penalty: 3068.446289
	Iteration 34Q: 3 clusters Score -598685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -598687.812500 Penalty: 3068.446289
	Iteration 35Q: 3 clusters Score -598687.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -598687.750000 Penalty: 3068.446289
	Iteration 36Q: 3 clusters Score -598687.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -598688.812500 Penalty: 3068.446289
	Iteration 37Q: 3 clusters Score -598688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -598691.187500 Penalty: 3068.446289
	Iteration 38Q: 3 clusters Score -598691.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -598689.875000 Penalty: 3068.446289
	Iteration 39Q: 3 clusters Score -598689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -598689.500000 Penalty: 3068.446289
	Iteration 40F: 3 clusters Score -598689.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -598691.875000 Penalty: 3068.446289
	Iteration 41Q: 3 clusters Score -598691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -598691.687500 Penalty: 3068.446289
	Iteration 42Q: 3 clusters Score -598691.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -598691.687500 Penalty: 3068.446289
	Iteration 43F: 3 clusters Score -598691.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Entering Unmasked Estep 
Score: -2202451.000000 Penalty: 1737.330322
	Iteration 0F: 2 clusters Score -2202451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2173067.500000 Penalty: 3474.660645
	Iteration 0F: 3 clusters Score -2173068 nChanged 20575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -2184600.750000 Penalty: 3474.660645
	Iteration 1F: 3 clusters Score -2184601 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -2185099.000000 Penalty: 3474.660645
	Iteration 2Q: 3 clusters Score -2185099 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -2185766.000000 Penalty: 3474.660645
	Iteration 3Q: 3 clusters Score -2185766 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -2186776.250000 Penalty: 3474.660645
	Iteration 4F: 3 clusters Score -2186776 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -2188401.000000 Penalty: 3474.660645
	Iteration 5F: 3 clusters Score -2188401 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -2190989.000000 Penalty: 3474.660645
	Iteration 6F: 3 clusters Score -2190989 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -2194342.750000 Penalty: 3474.660645
	Iteration 7F: 3 clusters Score -2194343 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -2197497.750000 Penalty: 3474.660645
	Iteration 8F: 3 clusters Score -2197498 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -2199513.500000 Penalty: 3474.660645
	Iteration 9Q: 3 clusters Score -2199514 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -2200365.250000 Penalty: 3474.660645
	Iteration 10Q: 3 clusters Score -2200365 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -2200678.000000 Penalty: 3474.660645
	Iteration 11Q: 3 clusters Score -2200678 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -2200811.750000 Penalty: 3474.660645
	Iteration 12Q: 3 clusters Score -2200812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -2200870.250000 Penalty: 3474.660645
	Iteration 13Q: 3 clusters Score -2200870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -2200895.250000 Penalty: 3474.660645
	Iteration 14Q: 3 clusters Score -2200895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -2200904.500000 Penalty: 3474.660645
	Iteration 15Q: 3 clusters Score -2200904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -2200909.750000 Penalty: 3474.660645
	Iteration 16Q: 3 clusters Score -2200910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -2200912.500000 Penalty: 3474.660645
	Iteration 17Q: 3 clusters Score -2200912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -2200912.500000 Penalty: 3474.660645
	Iteration 18F: 3 clusters Score -2200912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Entering Unmasked Estep 
Score: -1021047.375000 Penalty: 1617.453979
	Iteration 0F: 2 clusters Score -1021047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1006778.187500 Penalty: 3234.907959
	Iteration 0F: 3 clusters Score -1006778 nChanged 9500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1012041.437500 Penalty: 3234.907959
	Iteration 1F: 3 clusters Score -1012041 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1012560.500000 Penalty: 3234.907959
	Iteration 2F: 3 clusters Score -1012560 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1013143.625000 Penalty: 3234.907959
	Iteration 3F: 3 clusters Score -1013144 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1013800.375000 Penalty: 3234.907959
	Iteration 4F: 3 clusters Score -1013800 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1014506.500000 Penalty: 3234.907959
	Iteration 5F: 3 clusters Score -1014506 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1015163.062500 Penalty: 3234.907959
	Iteration 6F: 3 clusters Score -1015163 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1015781.562500 Penalty: 3234.907959
	Iteration 7F: 3 clusters Score -1015782 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1016303.500000 Penalty: 3234.907959
	Iteration 8Q: 3 clusters Score -1016304 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1016693.687500 Penalty: 3234.907959
	Iteration 9Q: 3 clusters Score -1016694 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1016942.312500 Penalty: 3234.907959
	Iteration 10Q: 3 clusters Score -1016942 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1017093.312500 Penalty: 3234.907959
	Iteration 11Q: 3 clusters Score -1017093 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1017207.000000 Penalty: 3234.907959
	Iteration 12Q: 3 clusters Score -1017207 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1017292.000000 Penalty: 3234.907959
	Iteration 13Q: 3 clusters Score -1017292 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1017373.000000 Penalty: 3234.907959
	Iteration 14Q: 3 clusters Score -1017373 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1017429.000000 Penalty: 3234.907959
	Iteration 15Q: 3 clusters Score -1017429 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1017492.312500 Penalty: 3234.907959
	Iteration 16Q: 3 clusters Score -1017492 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1017557.875000 Penalty: 3234.907959
	Iteration 17Q: 3 clusters Score -1017558 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1017602.687500 Penalty: 3234.907959
	Iteration 18Q: 3 clusters Score -1017603 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1017654.562500 Penalty: 3234.907959
	Iteration 19Q: 3 clusters Score -1017655 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1017706.375000 Penalty: 3234.907959
	Iteration 20F: 3 clusters Score -1017706 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1017758.187500 Penalty: 3234.907959
	Iteration 21Q: 3 clusters Score -1017758 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1017798.875000 Penalty: 3234.907959
	Iteration 22Q: 3 clusters Score -1017799 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1017838.937500 Penalty: 3234.907959
	Iteration 23Q: 3 clusters Score -1017839 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1017875.875000 Penalty: 3234.907959
	Iteration 24Q: 3 clusters Score -1017876 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1017915.437500 Penalty: 3234.907959
	Iteration 25Q: 3 clusters Score -1017915 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1017957.250000 Penalty: 3234.907959
	Iteration 26Q: 3 clusters Score -1017957 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1018004.250000 Penalty: 3234.907959
	Iteration 27Q: 3 clusters Score -1018004 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1018065.937500 Penalty: 3234.907959
	Iteration 28Q: 3 clusters Score -1018066 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1018140.875000 Penalty: 3234.907959
	Iteration 29Q: 3 clusters Score -1018141 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1018229.062500 Penalty: 3234.907959
	Iteration 30Q: 3 clusters Score -1018229 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -1018326.375000 Penalty: 3234.907959
	Iteration 31Q: 3 clusters Score -1018326 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1018430.812500 Penalty: 3234.907959
	Iteration 32Q: 3 clusters Score -1018431 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1018547.500000 Penalty: 3234.907959
	Iteration 33Q: 3 clusters Score -1018548 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1018668.625000 Penalty: 3234.907959
	Iteration 34Q: 3 clusters Score -1018669 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1018779.437500 Penalty: 3234.907959
	Iteration 35Q: 3 clusters Score -1018779 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1018902.562500 Penalty: 3234.907959
	Iteration 36Q: 3 clusters Score -1018903 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1019010.687500 Penalty: 3234.907959
	Iteration 37Q: 3 clusters Score -1019011 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1019134.312500 Penalty: 3234.907959
	Iteration 38Q: 3 clusters Score -1019134 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1019256.687500 Penalty: 3234.907959
	Iteration 39Q: 3 clusters Score -1019257 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -1019375.812500 Penalty: 3234.907959
	Iteration 40F: 3 clusters Score -1019376 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1019499.812500 Penalty: 3234.907959
	Iteration 41Q: 3 clusters Score -1019500 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1019647.687500 Penalty: 3234.907959
	Iteration 42Q: 3 clusters Score -1019648 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -1019789.750000 Penalty: 3234.907959
	Iteration 43Q: 3 clusters Score -1019790 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1019920.250000 Penalty: 3234.907959
	Iteration 44Q: 3 clusters Score -1019920 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1020017.375000 Penalty: 3234.907959
	Iteration 45Q: 3 clusters Score -1020017 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1020094.625000 Penalty: 3234.907959
	Iteration 46Q: 3 clusters Score -1020095 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1020165.125000 Penalty: 3234.907959
	Iteration 47Q: 3 clusters Score -1020165 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -1020229.562500 Penalty: 3234.907959
	Iteration 48Q: 3 clusters Score -1020230 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1020283.937500 Penalty: 3234.907959
	Iteration 49Q: 3 clusters Score -1020284 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1020328.125000 Penalty: 3234.907959
	Iteration 50Q: 3 clusters Score -1020328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -1020363.875000 Penalty: 3234.907959
	Iteration 51Q: 3 clusters Score -1020364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1020394.937500 Penalty: 3234.907959
	Iteration 52Q: 3 clusters Score -1020395 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -1020415.625000 Penalty: 3234.907959
	Iteration 53Q: 3 clusters Score -1020416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1020430.125000 Penalty: 3234.907959
	Iteration 54Q: 3 clusters Score -1020430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -1020448.125000 Penalty: 3234.907959
	Iteration 55Q: 3 clusters Score -1020448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -1020459.625000 Penalty: 3234.907959
	Iteration 56Q: 3 clusters Score -1020460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1020465.000000 Penalty: 3234.907959
	Iteration 57Q: 3 clusters Score -1020465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1020474.187500 Penalty: 3234.907959
	Iteration 58Q: 3 clusters Score -1020474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1020477.312500 Penalty: 3234.907959
	Iteration 59Q: 3 clusters Score -1020477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -1020484.687500 Penalty: 3234.907959
	Iteration 60F: 3 clusters Score -1020485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -1020486.937500 Penalty: 3234.907959
	Iteration 61Q: 3 clusters Score -1020487 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1020490.437500 Penalty: 3234.907959
	Iteration 62Q: 3 clusters Score -1020490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -1020492.625000 Penalty: 3234.907959
	Iteration 63Q: 3 clusters Score -1020493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1020495.562500 Penalty: 3234.907959
	Iteration 64Q: 3 clusters Score -1020496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -1020497.062500 Penalty: 3234.907959
	Iteration 65Q: 3 clusters Score -1020497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1020497.250000 Penalty: 3234.907959
	Iteration 66Q: 3 clusters Score -1020497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -1020498.312500 Penalty: 3234.907959
	Iteration 67Q: 3 clusters Score -1020498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -1020500.000000 Penalty: 3234.907959
	Iteration 68Q: 3 clusters Score -1020500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1020501.000000 Penalty: 3234.907959
	Iteration 69Q: 3 clusters Score -1020501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1020500.875000 Penalty: 3234.907959
	Iteration 70Q: 3 clusters Score -1020501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -1020500.875000 Penalty: 3234.907959
	Iteration 71F: 3 clusters Score -1020501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Entering Unmasked Estep 
Score: -382844.250000 Penalty: 1447.882446
	Iteration 0F: 2 clusters Score -382844.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -377306.718750 Penalty: 2895.764893
	Iteration 0F: 3 clusters Score -377306.7 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -379154.406250 Penalty: 2895.764893
	Iteration 1F: 3 clusters Score -379154.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -379438.000000 Penalty: 2895.764893
	Iteration 2F: 3 clusters Score -379438 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -379647.968750 Penalty: 2895.764893
	Iteration 3F: 3 clusters Score -379648 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -379771.562500 Penalty: 2895.764893
	Iteration 4Q: 3 clusters Score -379771.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -379858.343750 Penalty: 2895.764893
	Iteration 5Q: 3 clusters Score -379858.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -379931.750000 Penalty: 2895.764893
	Iteration 6Q: 3 clusters Score -379931.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -380010.812500 Penalty: 2895.764893
	Iteration 7Q: 3 clusters Score -380010.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -380080.125000 Penalty: 2895.764893
	Iteration 8Q: 3 clusters Score -380080.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -380137.156250 Penalty: 2895.764893
	Iteration 9Q: 3 clusters Score -380137.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -380189.906250 Penalty: 2895.764893
	Iteration 10Q: 3 clusters Score -380189.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -380233.437500 Penalty: 2895.764893
	Iteration 11Q: 3 clusters Score -380233.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -380268.093750 Penalty: 2895.764893
	Iteration 12Q: 3 clusters Score -380268.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -380307.281250 Penalty: 2895.764893
	Iteration 13Q: 3 clusters Score -380307.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -380339.687500 Penalty: 2895.764893
	Iteration 14Q: 3 clusters Score -380339.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -380374.437500 Penalty: 2895.764893
	Iteration 15Q: 3 clusters Score -380374.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -380407.968750 Penalty: 2895.764893
	Iteration 16Q: 3 clusters Score -380408 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -380443.093750 Penalty: 2895.764893
	Iteration 17Q: 3 clusters Score -380443.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -380474.562500 Penalty: 2895.764893
	Iteration 18Q: 3 clusters Score -380474.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -380500.531250 Penalty: 2895.764893
	Iteration 19Q: 3 clusters Score -380500.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -380531.562500 Penalty: 2895.764893
	Iteration 20F: 3 clusters Score -380531.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -380558.375000 Penalty: 2895.764893
	Iteration 21Q: 3 clusters Score -380558.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -380590.218750 Penalty: 2895.764893
	Iteration 22Q: 3 clusters Score -380590.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -380633.781250 Penalty: 2895.764893
	Iteration 23Q: 3 clusters Score -380633.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -380676.562500 Penalty: 2895.764893
	Iteration 24Q: 3 clusters Score -380676.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -380724.593750 Penalty: 2895.764893
	Iteration 25Q: 3 clusters Score -380724.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -380775.812500 Penalty: 2895.764893
	Iteration 26Q: 3 clusters Score -380775.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -380826.562500 Penalty: 2895.764893
	Iteration 27Q: 3 clusters Score -380826.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -380887.031250 Penalty: 2895.764893
	Iteration 28Q: 3 clusters Score -380887 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -380944.593750 Penalty: 2895.764893
	Iteration 29Q: 3 clusters Score -380944.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -381009.750000 Penalty: 2895.764893
	Iteration 30Q: 3 clusters Score -381009.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -381077.593750 Penalty: 2895.764893
	Iteration 31Q: 3 clusters Score -381077.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -381147.093750 Penalty: 2895.764893
	Iteration 32Q: 3 clusters Score -381147.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -381220.125000 Penalty: 2895.764893
	Iteration 33Q: 3 clusters Score -381220.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -381293.468750 Penalty: 2895.764893
	Iteration 34Q: 3 clusters Score -381293.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -381362.156250 Penalty: 2895.764893
	Iteration 35Q: 3 clusters Score -381362.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -381419.968750 Penalty: 2895.764893
	Iteration 36Q: 3 clusters Score -381420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -381487.187500 Penalty: 2895.764893
	Iteration 37Q: 3 clusters Score -381487.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -381539.312500 Penalty: 2895.764893
	Iteration 38Q: 3 clusters Score -381539.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -381567.968750 Penalty: 2895.764893
	Iteration 39Q: 3 clusters Score -381568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -381589.500000 Penalty: 2895.764893
	Iteration 40F: 3 clusters Score -381589.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -381605.156250 Penalty: 2895.764893
	Iteration 41Q: 3 clusters Score -381605.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -381613.406250 Penalty: 2895.764893
	Iteration 42Q: 3 clusters Score -381613.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -381625.437500 Penalty: 2895.764893
	Iteration 43Q: 3 clusters Score -381625.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -381637.250000 Penalty: 2895.764893
	Iteration 44Q: 3 clusters Score -381637.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -381649.218750 Penalty: 2895.764893
	Iteration 45Q: 3 clusters Score -381649.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -381657.625000 Penalty: 2895.764893
	Iteration 46Q: 3 clusters Score -381657.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -381662.468750 Penalty: 2895.764893
	Iteration 47Q: 3 clusters Score -381662.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -381671.312500 Penalty: 2895.764893
	Iteration 48Q: 3 clusters Score -381671.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -381679.500000 Penalty: 2895.764893
	Iteration 49Q: 3 clusters Score -381679.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -381686.718750 Penalty: 2895.764893
	Iteration 50Q: 3 clusters Score -381686.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -381690.875000 Penalty: 2895.764893
	Iteration 51Q: 3 clusters Score -381690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -381699.062500 Penalty: 2895.764893
	Iteration 52Q: 3 clusters Score -381699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -381703.718750 Penalty: 2895.764893
	Iteration 53Q: 3 clusters Score -381703.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -381707.968750 Penalty: 2895.764893
	Iteration 54Q: 3 clusters Score -381708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -381711.250000 Penalty: 2895.764893
	Iteration 55Q: 3 clusters Score -381711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -381711.437500 Penalty: 2895.764893
	Iteration 56Q: 3 clusters Score -381711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -381712.093750 Penalty: 2895.764893
	Iteration 57Q: 3 clusters Score -381712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -381712.531250 Penalty: 2895.764893
	Iteration 58Q: 3 clusters Score -381712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -381712.531250 Penalty: 2895.764893
	Iteration 59F: 3 clusters Score -381712.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Entering Unmasked Estep 
Score: -2750857.750000 Penalty: 1775.266235
	Iteration 0F: 2 clusters Score -2750858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -2713569.750000 Penalty: 3550.532471
	Iteration 0F: 3 clusters Score -2713570 nChanged 26294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -2728799.500000 Penalty: 3550.532471
	Iteration 1F: 3 clusters Score -2728800 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -2729655.000000 Penalty: 3550.532471
	Iteration 2Q: 3 clusters Score -2729655 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -2730636.250000 Penalty: 3550.532471
	Iteration 3Q: 3 clusters Score -2730636 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -2731961.750000 Penalty: 3550.532471
	Iteration 4F: 3 clusters Score -2731962 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -2733583.250000 Penalty: 3550.532471
	Iteration 5F: 3 clusters Score -2733583 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -2735471.500000 Penalty: 3550.532471
	Iteration 6F: 3 clusters Score -2735472 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -2737602.500000 Penalty: 3550.532471
	Iteration 7F: 3 clusters Score -2737602 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -2739802.500000 Penalty: 3550.532471
	Iteration 8F: 3 clusters Score -2739802 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -2741870.250000 Penalty: 3550.532471
	Iteration 9Q: 3 clusters Score -2741870 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -2743631.250000 Penalty: 3550.532471
	Iteration 10Q: 3 clusters Score -2743631 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -2744828.500000 Penalty: 3550.532471
	Iteration 11Q: 3 clusters Score -2744828 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -2745517.250000 Penalty: 3550.532471
	Iteration 12Q: 3 clusters Score -2745517 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -2746025.750000 Penalty: 3550.532471
	Iteration 13Q: 3 clusters Score -2746026 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -2746399.250000 Penalty: 3550.532471
	Iteration 14Q: 3 clusters Score -2746399 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -2746738.250000 Penalty: 3550.532471
	Iteration 15Q: 3 clusters Score -2746738 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -2747053.500000 Penalty: 3550.532471
	Iteration 16Q: 3 clusters Score -2747054 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -2747297.500000 Penalty: 3550.532471
	Iteration 17Q: 3 clusters Score -2747298 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -2747478.750000 Penalty: 3550.532471
	Iteration 18Q: 3 clusters Score -2747479 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -2747641.250000 Penalty: 3550.532471
	Iteration 19Q: 3 clusters Score -2747641 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -2747781.000000 Penalty: 3550.532471
	Iteration 20F: 3 clusters Score -2747781 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -2747916.750000 Penalty: 3550.532471
	Iteration 21Q: 3 clusters Score -2747917 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -2748051.250000 Penalty: 3550.532471
	Iteration 22Q: 3 clusters Score -2748051 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -2748157.750000 Penalty: 3550.532471
	Iteration 23Q: 3 clusters Score -2748158 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -2748290.500000 Penalty: 3550.532471
	Iteration 24Q: 3 clusters Score -2748290 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -2748434.750000 Penalty: 3550.532471
	Iteration 25Q: 3 clusters Score -2748435 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -2748570.750000 Penalty: 3550.532471
	Iteration 26Q: 3 clusters Score -2748571 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -2748731.500000 Penalty: 3550.532471
	Iteration 27Q: 3 clusters Score -2748732 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 51715 members 
Entering Unmasked Estep 
Score: -2748861.250000 Penalty: 3550.532471
	Iteration 28Q: 3 clusters Score -2748861 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -2748948.500000 Penalty: 3550.532471
	Iteration 29Q: 3 clusters Score -2748948 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 52146 members 
Entering Unmasked Estep 
Score: -2749035.250000 Penalty: 3550.532471
	Iteration 30Q: 3 clusters Score -2749035 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -2749098.500000 Penalty: 3550.532471
	Iteration 31Q: 3 clusters Score -2749098 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -2749167.750000 Penalty: 3550.532471
	Iteration 32Q: 3 clusters Score -2749168 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -2749225.250000 Penalty: 3550.532471
	Iteration 33Q: 3 clusters Score -2749225 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -2749291.000000 Penalty: 3550.532471
	Iteration 34Q: 3 clusters Score -2749291 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -2749343.000000 Penalty: 3550.532471
	Iteration 35Q: 3 clusters Score -2749343 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -2749381.750000 Penalty: 3550.532471
	Iteration 36Q: 3 clusters Score -2749382 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -2749424.750000 Penalty: 3550.532471
	Iteration 37Q: 3 clusters Score -2749425 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -2749455.500000 Penalty: 3550.532471
	Iteration 38Q: 3 clusters Score -2749456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -2749485.250000 Penalty: 3550.532471
	Iteration 39Q: 3 clusters Score -2749485 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -2749505.750000 Penalty: 3550.532471
	Iteration 40F: 3 clusters Score -2749506 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 53391 members 
Entering Unmasked Estep 
Score: -2749515.000000 Penalty: 3550.532471
	Iteration 41Q: 3 clusters Score -2749515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -2749532.500000 Penalty: 3550.532471
	Iteration 42Q: 3 clusters Score -2749532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -2749544.250000 Penalty: 3550.532471
	Iteration 43Q: 3 clusters Score -2749544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -2749548.250000 Penalty: 3550.532471
	Iteration 44Q: 3 clusters Score -2749548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -2749545.750000 Penalty: 3550.532471
	Iteration 45Q: 3 clusters Score -2749546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -2749550.500000 Penalty: 3550.532471
	Iteration 46Q: 3 clusters Score -2749550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -2749555.250000 Penalty: 3550.532471
	Iteration 47Q: 3 clusters Score -2749555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -2749555.500000 Penalty: 3550.532471
	Iteration 48Q: 3 clusters Score -2749556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -2749553.750000 Penalty: 3550.532471
	Iteration 49Q: 3 clusters Score -2749554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -2749556.750000 Penalty: 3550.532471
	Iteration 50Q: 3 clusters Score -2749557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -2749556.750000 Penalty: 3550.532471
	Iteration 51Q: 3 clusters Score -2749557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -2749559.000000 Penalty: 3550.532471
	Iteration 52Q: 3 clusters Score -2749559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -2749556.750000 Penalty: 3550.532471
	Iteration 53Q: 3 clusters Score -2749557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -2749557.750000 Penalty: 3550.532471
	Iteration 54Q: 3 clusters Score -2749558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -2749560.000000 Penalty: 3550.532471
	Iteration 55Q: 3 clusters Score -2749560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -2749557.750000 Penalty: 3550.532471
	Iteration 56Q: 3 clusters Score -2749558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
Score: -2749563.750000 Penalty: 3550.532471
	Iteration 57Q: 3 clusters Score -2749564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -2749562.250000 Penalty: 3550.532471
	Iteration 58Q: 3 clusters Score -2749562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -2749559.750000 Penalty: 3550.532471
	Iteration 59Q: 3 clusters Score -2749560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -2749560.750000 Penalty: 3550.532471
	Iteration 60F: 3 clusters Score -2749561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -2749561.500000 Penalty: 3550.532471
	Iteration 61Q: 3 clusters Score -2749562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -2749561.750000 Penalty: 3550.532471
	Iteration 62Q: 3 clusters Score -2749562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -2749565.750000 Penalty: 3550.532471
	Iteration 63Q: 3 clusters Score -2749566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -2749563.000000 Penalty: 3550.532471
	Iteration 64Q: 3 clusters Score -2749563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -2749563.750000 Penalty: 3550.532471
	Iteration 65Q: 3 clusters Score -2749564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -2749560.250000 Penalty: 3550.532471
	Iteration 66Q: 3 clusters Score -2749560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -2749558.000000 Penalty: 3550.532471
	Iteration 67Q: 3 clusters Score -2749558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -2749560.000000 Penalty: 3550.532471
	Iteration 68Q: 3 clusters Score -2749560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 53618 members 
Entering Unmasked Estep 
Score: -2749554.000000 Penalty: 3550.532471
	Iteration 69Q: 3 clusters Score -2749554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -2749562.000000 Penalty: 3550.532471
	Iteration 70Q: 3 clusters Score -2749562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
Score: -2749558.750000 Penalty: 3550.532471
	Iteration 71Q: 3 clusters Score -2749559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -2749560.000000 Penalty: 3550.532471
	Iteration 72Q: 3 clusters Score -2749560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -2749557.500000 Penalty: 3550.532471
	Iteration 73Q: 3 clusters Score -2749558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -2749562.750000 Penalty: 3550.532471
	Iteration 74Q: 3 clusters Score -2749563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -2749563.500000 Penalty: 3550.532471
	Iteration 75Q: 3 clusters Score -2749564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -2749563.500000 Penalty: 3550.532471
	Iteration 76F: 3 clusters Score -2749564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Entering Unmasked Estep 
Score: -69639.929688 Penalty: 1181.425781
	Iteration 0F: 2 clusters Score -69639.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -67893.890625 Penalty: 2362.851562
	Iteration 0F: 3 clusters Score -67893.89 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -68207.703125 Penalty: 2362.851562
	Iteration 1F: 3 clusters Score -68207.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -68289.007812 Penalty: 2362.851562
	Iteration 2F: 3 clusters Score -68289.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -68327.617188 Penalty: 2362.851562
	Iteration 3Q: 3 clusters Score -68327.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -68352.421875 Penalty: 2362.851562
	Iteration 4Q: 3 clusters Score -68352.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -68369.710938 Penalty: 2362.851562
	Iteration 5Q: 3 clusters Score -68369.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -68379.328125 Penalty: 2362.851562
	Iteration 6Q: 3 clusters Score -68379.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -68388.601562 Penalty: 2362.851562
	Iteration 7Q: 3 clusters Score -68388.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -68395.078125 Penalty: 2362.851562
	Iteration 8Q: 3 clusters Score -68395.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -68398.007812 Penalty: 2362.851562
	Iteration 9Q: 3 clusters Score -68398.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -68400.085938 Penalty: 2362.851562
	Iteration 10Q: 3 clusters Score -68400.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68402.437500 Penalty: 2362.851562
	Iteration 11Q: 3 clusters Score -68402.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -68402.929688 Penalty: 2362.851562
	Iteration 12Q: 3 clusters Score -68402.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -68402.929688 Penalty: 2362.851562
	Iteration 13F: 3 clusters Score -68402.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (363262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363262 members 
Entering Unmasked Estep 
Score: -18160610.000000 Penalty: 2080.467773
	Iteration 0F: 2 clusters Score -1.816061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181546 members 
Mstep: Class 2 contains 181716 members 
Entering Unmasked Estep 
Score: -17914828.000000 Penalty: 4160.935547
	Iteration 0F: 3 clusters Score -1.791483e+07 nChanged 177510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182360 members 
Mstep: Class 2 contains 180902 members 
Entering Unmasked Estep 
Score: -18020628.000000 Penalty: 4160.935547
	Iteration 1F: 3 clusters Score -1.802063e+07 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183328 members 
Mstep: Class 2 contains 179934 members 
Entering Unmasked Estep 
Score: -18022196.000000 Penalty: 4160.935547
	Iteration 2Q: 3 clusters Score -1.80222e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185069 members 
Mstep: Class 2 contains 178193 members 
Entering Unmasked Estep 
Score: -18024918.000000 Penalty: 4160.935547
	Iteration 3Q: 3 clusters Score -1.802492e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187939 members 
Mstep: Class 2 contains 175323 members 
Entering Unmasked Estep 
Score: -18028552.000000 Penalty: 4160.935547
	Iteration 4Q: 3 clusters Score -1.802855e+07 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192170 members 
Mstep: Class 2 contains 171092 members 
Entering Unmasked Estep 
Score: -18033656.000000 Penalty: 4160.935547
	Iteration 5Q: 3 clusters Score -1.803366e+07 nChanged 17561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197979 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -18041348.000000 Penalty: 4160.935547
	Iteration 6Q: 3 clusters Score -1.804135e+07 nChanged 20353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204968 members 
Mstep: Class 2 contains 158294 members 
Entering Unmasked Estep 
Score: -18051818.000000 Penalty: 4160.935547
	Iteration 7F: 3 clusters Score -1.805182e+07 nChanged 21818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212638 members 
Mstep: Class 2 contains 150624 members 
Entering Unmasked Estep 
Score: -18064846.000000 Penalty: 4160.935547
	Iteration 8F: 3 clusters Score -1.806485e+07 nChanged 21835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220195 members 
Mstep: Class 2 contains 143067 members 
Entering Unmasked Estep 
Score: -18079312.000000 Penalty: 4160.935547
	Iteration 9F: 3 clusters Score -1.807931e+07 nChanged 20056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227127 members 
Mstep: Class 2 contains 136135 members 
Entering Unmasked Estep 
Score: -18094588.000000 Penalty: 4160.935547
	Iteration 10F: 3 clusters Score -1.809459e+07 nChanged 17653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233562 members 
Mstep: Class 2 contains 129700 members 
Entering Unmasked Estep 
Score: -18109036.000000 Penalty: 4160.935547
	Iteration 11Q: 3 clusters Score -1.810904e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239747 members 
Mstep: Class 2 contains 123515 members 
Entering Unmasked Estep 
Score: -18119580.000000 Penalty: 4160.935547
	Iteration 12Q: 3 clusters Score -1.811958e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245880 members 
Mstep: Class 2 contains 117382 members 
Entering Unmasked Estep 
Score: -18125380.000000 Penalty: 4160.935547
	Iteration 13Q: 3 clusters Score -1.812538e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251513 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -18129224.000000 Penalty: 4160.935547
	Iteration 14Q: 3 clusters Score -1.812922e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256529 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -18131820.000000 Penalty: 4160.935547
	Iteration 15Q: 3 clusters Score -1.813182e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261051 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -18133744.000000 Penalty: 4160.935547
	Iteration 16Q: 3 clusters Score -1.813374e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265141 members 
Mstep: Class 2 contains 98121 members 
Entering Unmasked Estep 
Score: -18135474.000000 Penalty: 4160.935547
	Iteration 17Q: 3 clusters Score -1.813547e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268730 members 
Mstep: Class 2 contains 94532 members 
Entering Unmasked Estep 
Score: -18136624.000000 Penalty: 4160.935547
	Iteration 18Q: 3 clusters Score -1.813662e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272092 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -18137562.000000 Penalty: 4160.935547
	Iteration 19Q: 3 clusters Score -1.813756e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275345 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -18138332.000000 Penalty: 4160.935547
	Iteration 20F: 3 clusters Score -1.813833e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278435 members 
Mstep: Class 2 contains 84827 members 
Entering Unmasked Estep 
Score: -18139018.000000 Penalty: 4160.935547
	Iteration 21Q: 3 clusters Score -1.813902e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281476 members 
Mstep: Class 2 contains 81786 members 
Entering Unmasked Estep 
Score: -18139542.000000 Penalty: 4160.935547
	Iteration 22Q: 3 clusters Score -1.813954e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284418 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -18140316.000000 Penalty: 4160.935547
	Iteration 23Q: 3 clusters Score -1.814032e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287370 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -18141010.000000 Penalty: 4160.935547
	Iteration 24Q: 3 clusters Score -1.814101e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290240 members 
Mstep: Class 2 contains 73022 members 
Entering Unmasked Estep 
Score: -18141594.000000 Penalty: 4160.935547
	Iteration 25Q: 3 clusters Score -1.814159e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293042 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -18142314.000000 Penalty: 4160.935547
	Iteration 26Q: 3 clusters Score -1.814231e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295858 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -18143048.000000 Penalty: 4160.935547
	Iteration 27Q: 3 clusters Score -1.814305e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298628 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
Score: -18143752.000000 Penalty: 4160.935547
	Iteration 28Q: 3 clusters Score -1.814375e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301358 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -18144470.000000 Penalty: 4160.935547
	Iteration 29Q: 3 clusters Score -1.814447e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303985 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -18145256.000000 Penalty: 4160.935547
	Iteration 30Q: 3 clusters Score -1.814526e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306504 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -18145912.000000 Penalty: 4160.935547
	Iteration 31Q: 3 clusters Score -1.814591e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308985 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -18146618.000000 Penalty: 4160.935547
	Iteration 32Q: 3 clusters Score -1.814662e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311431 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -18147146.000000 Penalty: 4160.935547
	Iteration 33Q: 3 clusters Score -1.814715e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313796 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -18147698.000000 Penalty: 4160.935547
	Iteration 34Q: 3 clusters Score -1.81477e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316122 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -18148274.000000 Penalty: 4160.935547
	Iteration 35Q: 3 clusters Score -1.814827e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318337 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -18148784.000000 Penalty: 4160.935547
	Iteration 36Q: 3 clusters Score -1.814878e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320499 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -18149312.000000 Penalty: 4160.935547
	Iteration 37Q: 3 clusters Score -1.814931e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322592 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -18149816.000000 Penalty: 4160.935547
	Iteration 38Q: 3 clusters Score -1.814982e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324588 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -18150324.000000 Penalty: 4160.935547
	Iteration 39Q: 3 clusters Score -1.815032e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326525 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -18150782.000000 Penalty: 4160.935547
	Iteration 40F: 3 clusters Score -1.815078e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328408 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -18151194.000000 Penalty: 4160.935547
	Iteration 41Q: 3 clusters Score -1.815119e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330183 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -18151686.000000 Penalty: 4160.935547
	Iteration 42Q: 3 clusters Score -1.815169e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331983 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -18151974.000000 Penalty: 4160.935547
	Iteration 43Q: 3 clusters Score -1.815197e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333803 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -18152452.000000 Penalty: 4160.935547
	Iteration 44Q: 3 clusters Score -1.815245e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335587 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -18153046.000000 Penalty: 4160.935547
	Iteration 45Q: 3 clusters Score -1.815305e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337324 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -18153570.000000 Penalty: 4160.935547
	Iteration 46Q: 3 clusters Score -1.815357e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339008 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -18154032.000000 Penalty: 4160.935547
	Iteration 47Q: 3 clusters Score -1.815403e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340603 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -18154570.000000 Penalty: 4160.935547
	Iteration 48Q: 3 clusters Score -1.815457e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342163 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -18154990.000000 Penalty: 4160.935547
	Iteration 49Q: 3 clusters Score -1.815499e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343631 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -18155392.000000 Penalty: 4160.935547
	Iteration 50Q: 3 clusters Score -1.815539e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345003 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -18155736.000000 Penalty: 4160.935547
	Iteration 51Q: 3 clusters Score -1.815574e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346281 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -18156004.000000 Penalty: 4160.935547
	Iteration 52Q: 3 clusters Score -1.8156e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347497 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -18156262.000000 Penalty: 4160.935547
	Iteration 53Q: 3 clusters Score -1.815626e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348630 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -18156552.000000 Penalty: 4160.935547
	Iteration 54Q: 3 clusters Score -1.815655e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349732 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -18156768.000000 Penalty: 4160.935547
	Iteration 55Q: 3 clusters Score -1.815677e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350785 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -18156934.000000 Penalty: 4160.935547
	Iteration 56Q: 3 clusters Score -1.815693e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351770 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -18157162.000000 Penalty: 4160.935547
	Iteration 57Q: 3 clusters Score -1.815716e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352688 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -18157306.000000 Penalty: 4160.935547
	Iteration 58Q: 3 clusters Score -1.815731e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353558 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -18157492.000000 Penalty: 4160.935547
	Iteration 59Q: 3 clusters Score -1.815749e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354318 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -18157730.000000 Penalty: 4160.935547
	Iteration 60F: 3 clusters Score -1.815773e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355032 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -18157878.000000 Penalty: 4160.935547
	Iteration 61Q: 3 clusters Score -1.815788e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355660 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -18158010.000000 Penalty: 4160.935547
	Iteration 62Q: 3 clusters Score -1.815801e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356206 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -18158126.000000 Penalty: 4160.935547
	Iteration 63Q: 3 clusters Score -1.815813e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356676 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -18158204.000000 Penalty: 4160.935547
	Iteration 64Q: 3 clusters Score -1.81582e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357063 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -18158302.000000 Penalty: 4160.935547
	Iteration 65Q: 3 clusters Score -1.81583e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357427 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -18158386.000000 Penalty: 4160.935547
	Iteration 66Q: 3 clusters Score -1.815839e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357759 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -18158392.000000 Penalty: 4160.935547
	Iteration 67Q: 3 clusters Score -1.815839e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358080 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -18158478.000000 Penalty: 4160.935547
	Iteration 68Q: 3 clusters Score -1.815848e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358361 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -18158542.000000 Penalty: 4160.935547
	Iteration 69Q: 3 clusters Score -1.815854e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358620 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -18158584.000000 Penalty: 4160.935547
	Iteration 70Q: 3 clusters Score -1.815858e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358849 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -18158646.000000 Penalty: 4160.935547
	Iteration 71Q: 3 clusters Score -1.815865e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359059 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -18158738.000000 Penalty: 4160.935547
	Iteration 72Q: 3 clusters Score -1.815874e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359245 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -18158768.000000 Penalty: 4160.935547
	Iteration 73Q: 3 clusters Score -1.815877e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359419 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -18158826.000000 Penalty: 4160.935547
	Iteration 74Q: 3 clusters Score -1.815883e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359594 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -18158850.000000 Penalty: 4160.935547
	Iteration 75Q: 3 clusters Score -1.815885e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359741 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -18158892.000000 Penalty: 4160.935547
	Iteration 76Q: 3 clusters Score -1.815889e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359867 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -18158902.000000 Penalty: 4160.935547
	Iteration 77Q: 3 clusters Score -1.81589e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359965 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -18158926.000000 Penalty: 4160.935547
	Iteration 78Q: 3 clusters Score -1.815893e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360041 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -18158940.000000 Penalty: 4160.935547
	Iteration 79Q: 3 clusters Score -1.815894e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360119 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -18158938.000000 Penalty: 4160.935547
	Iteration 80F: 3 clusters Score -1.815894e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360177 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -18158968.000000 Penalty: 4160.935547
	Iteration 81Q: 3 clusters Score -1.815897e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360232 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -18158982.000000 Penalty: 4160.935547
	Iteration 82Q: 3 clusters Score -1.815898e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360282 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -18158970.000000 Penalty: 4160.935547
	Iteration 83Q: 3 clusters Score -1.815897e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360331 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -18158982.000000 Penalty: 4160.935547
	Iteration 84Q: 3 clusters Score -1.815898e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360372 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -18159010.000000 Penalty: 4160.935547
	Iteration 85Q: 3 clusters Score -1.815901e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360411 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -18159012.000000 Penalty: 4160.935547
	Iteration 86Q: 3 clusters Score -1.815901e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360450 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -18159000.000000 Penalty: 4160.935547
	Iteration 87Q: 3 clusters Score -1.8159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360477 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -18159028.000000 Penalty: 4160.935547
	Iteration 88Q: 3 clusters Score -1.815903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360496 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -18159024.000000 Penalty: 4160.935547
	Iteration 89Q: 3 clusters Score -1.815902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360516 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -18159042.000000 Penalty: 4160.935547
	Iteration 90Q: 3 clusters Score -1.815904e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360544 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -18159038.000000 Penalty: 4160.935547
	Iteration 91Q: 3 clusters Score -1.815904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360565 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -18159040.000000 Penalty: 4160.935547
	Iteration 92Q: 3 clusters Score -1.815904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360583 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -18159028.000000 Penalty: 4160.935547
	Iteration 93Q: 3 clusters Score -1.815903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360594 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -18159034.000000 Penalty: 4160.935547
	Iteration 94Q: 3 clusters Score -1.815903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360603 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -18159030.000000 Penalty: 4160.935547
	Iteration 95Q: 3 clusters Score -1.815903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360614 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -18159038.000000 Penalty: 4160.935547
	Iteration 96Q: 3 clusters Score -1.815904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360632 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -18159018.000000 Penalty: 4160.935547
	Iteration 97Q: 3 clusters Score -1.815902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360647 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -18159046.000000 Penalty: 4160.935547
	Iteration 98Q: 3 clusters Score -1.815905e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360659 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -18159050.000000 Penalty: 4160.935547
	Iteration 99Q: 3 clusters Score -1.815905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360672 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -18159060.000000 Penalty: 4160.935547
	Iteration 100F: 3 clusters Score -1.815906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360687 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -18159056.000000 Penalty: 4160.935547
	Iteration 101Q: 3 clusters Score -1.815906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360700 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -18159062.000000 Penalty: 4160.935547
	Iteration 102Q: 3 clusters Score -1.815906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360715 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -18159080.000000 Penalty: 4160.935547
	Iteration 103Q: 3 clusters Score -1.815908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360724 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -18159080.000000 Penalty: 4160.935547
	Iteration 104Q: 3 clusters Score -1.815908e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360739 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -18159096.000000 Penalty: 4160.935547
	Iteration 105Q: 3 clusters Score -1.81591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360756 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -18159102.000000 Penalty: 4160.935547
	Iteration 106Q: 3 clusters Score -1.81591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360766 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -18159104.000000 Penalty: 4160.935547
	Iteration 107Q: 3 clusters Score -1.81591e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360774 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -18159092.000000 Penalty: 4160.935547
	Iteration 108Q: 3 clusters Score -1.815909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360779 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -18159092.000000 Penalty: 4160.935547
	Iteration 109Q: 3 clusters Score -1.815909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360780 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -18159096.000000 Penalty: 4160.935547
	Iteration 110Q: 3 clusters Score -1.81591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360782 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -18159090.000000 Penalty: 4160.935547
	Iteration 111Q: 3 clusters Score -1.815909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360787 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -18159096.000000 Penalty: 4160.935547
	Iteration 112Q: 3 clusters Score -1.81591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360792 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -18159102.000000 Penalty: 4160.935547
	Iteration 113Q: 3 clusters Score -1.81591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360798 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -18159108.000000 Penalty: 4160.935547
	Iteration 114Q: 3 clusters Score -1.815911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360801 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -18159104.000000 Penalty: 4160.935547
	Iteration 115Q: 3 clusters Score -1.81591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360803 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -18159110.000000 Penalty: 4160.935547
	Iteration 116Q: 3 clusters Score -1.815911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360803 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -18159110.000000 Penalty: 4160.935547
	Iteration 117F: 3 clusters Score -1.815911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Entering Unmasked Estep 
Score: -514983.593750 Penalty: 1505.719238
	Iteration 0F: 2 clusters Score -514983.6 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 5242 members 
Entering Unmasked Estep 
Score: -507509.718750 Penalty: 3011.438477
	Iteration 0F: 3 clusters Score -507509.7 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -509902.468750 Penalty: 3011.438477
	Iteration 1F: 3 clusters Score -509902.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -510153.343750 Penalty: 3011.438477
	Iteration 2F: 3 clusters Score -510153.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -510347.500000 Penalty: 3011.438477
	Iteration 3Q: 3 clusters Score -510347.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -510511.031250 Penalty: 3011.438477
	Iteration 4Q: 3 clusters Score -510511 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -510666.312500 Penalty: 3011.438477
	Iteration 5Q: 3 clusters Score -510666.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -510816.625000 Penalty: 3011.438477
	Iteration 6Q: 3 clusters Score -510816.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -511007.531250 Penalty: 3011.438477
	Iteration 7Q: 3 clusters Score -511007.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -511272.687500 Penalty: 3011.438477
	Iteration 8Q: 3 clusters Score -511272.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -511574.156250 Penalty: 3011.438477
	Iteration 9Q: 3 clusters Score -511574.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -511872.312500 Penalty: 3011.438477
	Iteration 10Q: 3 clusters Score -511872.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -512106.468750 Penalty: 3011.438477
	Iteration 11Q: 3 clusters Score -512106.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -512321.562500 Penalty: 3011.438477
	Iteration 12Q: 3 clusters Score -512321.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -512481.500000 Penalty: 3011.438477
	Iteration 13Q: 3 clusters Score -512481.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -512590.937500 Penalty: 3011.438477
	Iteration 14Q: 3 clusters Score -512590.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -512689.000000 Penalty: 3011.438477
	Iteration 15Q: 3 clusters Score -512689 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -512758.000000 Penalty: 3011.438477
	Iteration 16Q: 3 clusters Score -512758 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -512810.718750 Penalty: 3011.438477
	Iteration 17Q: 3 clusters Score -512810.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -512849.750000 Penalty: 3011.438477
	Iteration 18Q: 3 clusters Score -512849.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -512876.625000 Penalty: 3011.438477
	Iteration 19Q: 3 clusters Score -512876.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -512903.343750 Penalty: 3011.438477
	Iteration 20F: 3 clusters Score -512903.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -512927.218750 Penalty: 3011.438477
	Iteration 21Q: 3 clusters Score -512927.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -512954.062500 Penalty: 3011.438477
	Iteration 22Q: 3 clusters Score -512954.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -512977.125000 Penalty: 3011.438477
	Iteration 23Q: 3 clusters Score -512977.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -512990.593750 Penalty: 3011.438477
	Iteration 24Q: 3 clusters Score -512990.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -513009.500000 Penalty: 3011.438477
	Iteration 25Q: 3 clusters Score -513009.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -513036.218750 Penalty: 3011.438477
	Iteration 26Q: 3 clusters Score -513036.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -513067.937500 Penalty: 3011.438477
	Iteration 27Q: 3 clusters Score -513067.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -513100.687500 Penalty: 3011.438477
	Iteration 28Q: 3 clusters Score -513100.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -513145.281250 Penalty: 3011.438477
	Iteration 29Q: 3 clusters Score -513145.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -513195.687500 Penalty: 3011.438477
	Iteration 30Q: 3 clusters Score -513195.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -513252.062500 Penalty: 3011.438477
	Iteration 31Q: 3 clusters Score -513252.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -513320.750000 Penalty: 3011.438477
	Iteration 32Q: 3 clusters Score -513320.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -513391.468750 Penalty: 3011.438477
	Iteration 33Q: 3 clusters Score -513391.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -513455.406250 Penalty: 3011.438477
	Iteration 34Q: 3 clusters Score -513455.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -513517.437500 Penalty: 3011.438477
	Iteration 35Q: 3 clusters Score -513517.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -513576.312500 Penalty: 3011.438477
	Iteration 36Q: 3 clusters Score -513576.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -513649.031250 Penalty: 3011.438477
	Iteration 37Q: 3 clusters Score -513649 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -513711.562500 Penalty: 3011.438477
	Iteration 38Q: 3 clusters Score -513711.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -513755.062500 Penalty: 3011.438477
	Iteration 39Q: 3 clusters Score -513755.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -513789.187500 Penalty: 3011.438477
	Iteration 40F: 3 clusters Score -513789.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -513813.125000 Penalty: 3011.438477
	Iteration 41Q: 3 clusters Score -513813.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -513833.468750 Penalty: 3011.438477
	Iteration 42Q: 3 clusters Score -513833.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -513862.218750 Penalty: 3011.438477
	Iteration 43Q: 3 clusters Score -513862.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -513881.343750 Penalty: 3011.438477
	Iteration 44Q: 3 clusters Score -513881.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -513894.406250 Penalty: 3011.438477
	Iteration 45Q: 3 clusters Score -513894.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -513907.031250 Penalty: 3011.438477
	Iteration 46Q: 3 clusters Score -513907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -513915.562500 Penalty: 3011.438477
	Iteration 47Q: 3 clusters Score -513915.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -513927.187500 Penalty: 3011.438477
	Iteration 48Q: 3 clusters Score -513927.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -513931.250000 Penalty: 3011.438477
	Iteration 49Q: 3 clusters Score -513931.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -513936.718750 Penalty: 3011.438477
	Iteration 50Q: 3 clusters Score -513936.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -513941.156250 Penalty: 3011.438477
	Iteration 51Q: 3 clusters Score -513941.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -513947.875000 Penalty: 3011.438477
	Iteration 52Q: 3 clusters Score -513947.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -513952.281250 Penalty: 3011.438477
	Iteration 53Q: 3 clusters Score -513952.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -513956.093750 Penalty: 3011.438477
	Iteration 54Q: 3 clusters Score -513956.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -513960.937500 Penalty: 3011.438477
	Iteration 55Q: 3 clusters Score -513960.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -513964.687500 Penalty: 3011.438477
	Iteration 56Q: 3 clusters Score -513964.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -513968.125000 Penalty: 3011.438477
	Iteration 57Q: 3 clusters Score -513968.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -513975.031250 Penalty: 3011.438477
	Iteration 58Q: 3 clusters Score -513975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -513981.531250 Penalty: 3011.438477
	Iteration 59Q: 3 clusters Score -513981.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -513987.531250 Penalty: 3011.438477
	Iteration 60F: 3 clusters Score -513987.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -513991.500000 Penalty: 3011.438477
	Iteration 61Q: 3 clusters Score -513991.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -513996.375000 Penalty: 3011.438477
	Iteration 62Q: 3 clusters Score -513996.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -513997.187500 Penalty: 3011.438477
	Iteration 63Q: 3 clusters Score -513997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -513998.031250 Penalty: 3011.438477
	Iteration 64Q: 3 clusters Score -513998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -514000.468750 Penalty: 3011.438477
	Iteration 65Q: 3 clusters Score -514000.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -514000.875000 Penalty: 3011.438477
	Iteration 66Q: 3 clusters Score -514000.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -514003.437500 Penalty: 3011.438477
	Iteration 67Q: 3 clusters Score -514003.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -514003.437500 Penalty: 3011.438477
	Iteration 68Q: 3 clusters Score -514003.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -514005.375000 Penalty: 3011.438477
	Iteration 69Q: 3 clusters Score -514005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -514006.281250 Penalty: 3011.438477
	Iteration 70Q: 3 clusters Score -514006.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -514007.312500 Penalty: 3011.438477
	Iteration 71Q: 3 clusters Score -514007.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -514006.875000 Penalty: 3011.438477
	Iteration 72Q: 3 clusters Score -514006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -514006.343750 Penalty: 3011.438477
	Iteration 73Q: 3 clusters Score -514006.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -514007.656250 Penalty: 3011.438477
	Iteration 74Q: 3 clusters Score -514007.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -514008.062500 Penalty: 3011.438477
	Iteration 75Q: 3 clusters Score -514008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -514008.718750 Penalty: 3011.438477
	Iteration 76Q: 3 clusters Score -514008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -514008.687500 Penalty: 3011.438477
	Iteration 77Q: 3 clusters Score -514008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -514009.468750 Penalty: 3011.438477
	Iteration 78Q: 3 clusters Score -514009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -514009.687500 Penalty: 3011.438477
	Iteration 79Q: 3 clusters Score -514009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -514011.343750 Penalty: 3011.438477
	Iteration 80F: 3 clusters Score -514011.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Entering Unmasked Estep 
Score: -253529.218750 Penalty: 1405.478516
	Iteration 0F: 2 clusters Score -253529.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -249137.484375 Penalty: 2810.957031
	Iteration 0F: 3 clusters Score -249137.5 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -250428.734375 Penalty: 2810.957031
	Iteration 1F: 3 clusters Score -250428.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -250623.125000 Penalty: 2810.957031
	Iteration 2F: 3 clusters Score -250623.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -250779.203125 Penalty: 2810.957031
	Iteration 3F: 3 clusters Score -250779.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -250903.562500 Penalty: 2810.957031
	Iteration 4Q: 3 clusters Score -250903.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -251009.234375 Penalty: 2810.957031
	Iteration 5Q: 3 clusters Score -251009.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -251099.156250 Penalty: 2810.957031
	Iteration 6Q: 3 clusters Score -251099.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -251201.765625 Penalty: 2810.957031
	Iteration 7Q: 3 clusters Score -251201.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -251324.328125 Penalty: 2810.957031
	Iteration 8Q: 3 clusters Score -251324.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -251455.062500 Penalty: 2810.957031
	Iteration 9Q: 3 clusters Score -251455.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -251603.828125 Penalty: 2810.957031
	Iteration 10Q: 3 clusters Score -251603.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -251742.078125 Penalty: 2810.957031
	Iteration 11Q: 3 clusters Score -251742.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -251859.843750 Penalty: 2810.957031
	Iteration 12Q: 3 clusters Score -251859.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -251950.218750 Penalty: 2810.957031
	Iteration 13Q: 3 clusters Score -251950.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -252026.515625 Penalty: 2810.957031
	Iteration 14Q: 3 clusters Score -252026.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -252097.921875 Penalty: 2810.957031
	Iteration 15Q: 3 clusters Score -252097.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -252163.734375 Penalty: 2810.957031
	Iteration 16Q: 3 clusters Score -252163.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -252217.484375 Penalty: 2810.957031
	Iteration 17Q: 3 clusters Score -252217.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -252258.062500 Penalty: 2810.957031
	Iteration 18Q: 3 clusters Score -252258.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -252286.296875 Penalty: 2810.957031
	Iteration 19Q: 3 clusters Score -252286.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -252307.890625 Penalty: 2810.957031
	Iteration 20F: 3 clusters Score -252307.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -252328.640625 Penalty: 2810.957031
	Iteration 21Q: 3 clusters Score -252328.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -252345.515625 Penalty: 2810.957031
	Iteration 22Q: 3 clusters Score -252345.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -252353.968750 Penalty: 2810.957031
	Iteration 23Q: 3 clusters Score -252354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -252359.765625 Penalty: 2810.957031
	Iteration 24Q: 3 clusters Score -252359.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -252364.031250 Penalty: 2810.957031
	Iteration 25Q: 3 clusters Score -252364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -252368.796875 Penalty: 2810.957031
	Iteration 26Q: 3 clusters Score -252368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -252372.062500 Penalty: 2810.957031
	Iteration 27Q: 3 clusters Score -252372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -252373.218750 Penalty: 2810.957031
	Iteration 28Q: 3 clusters Score -252373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -252373.921875 Penalty: 2810.957031
	Iteration 29Q: 3 clusters Score -252373.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -252374.390625 Penalty: 2810.957031
	Iteration 30Q: 3 clusters Score -252374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -252376.859375 Penalty: 2810.957031
	Iteration 31Q: 3 clusters Score -252376.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -252379.859375 Penalty: 2810.957031
	Iteration 32Q: 3 clusters Score -252379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -252380.796875 Penalty: 2810.957031
	Iteration 33Q: 3 clusters Score -252380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -252382.281250 Penalty: 2810.957031
	Iteration 34Q: 3 clusters Score -252382.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -252385.578125 Penalty: 2810.957031
	Iteration 35Q: 3 clusters Score -252385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -252386.078125 Penalty: 2810.957031
	Iteration 36Q: 3 clusters Score -252386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -252386.265625 Penalty: 2810.957031
	Iteration 37Q: 3 clusters Score -252386.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -252386.265625 Penalty: 2810.957031
	Iteration 38F: 3 clusters Score -252386.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -108648.960938 Penalty: 1261.767090
	Iteration 0F: 2 clusters Score -108649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -106362.804688 Penalty: 2523.534180
	Iteration 0F: 3 clusters Score -106362.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -106819.078125 Penalty: 2523.534180
	Iteration 1F: 3 clusters Score -106819.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -106915.851562 Penalty: 2523.534180
	Iteration 2F: 3 clusters Score -106915.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -106972.273438 Penalty: 2523.534180
	Iteration 3Q: 3 clusters Score -106972.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -107033.015625 Penalty: 2523.534180
	Iteration 4Q: 3 clusters Score -107033 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -107071.351562 Penalty: 2523.534180
	Iteration 5Q: 3 clusters Score -107071.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -107101.437500 Penalty: 2523.534180
	Iteration 6Q: 3 clusters Score -107101.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -107125.843750 Penalty: 2523.534180
	Iteration 7Q: 3 clusters Score -107125.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -107147.609375 Penalty: 2523.534180
	Iteration 8Q: 3 clusters Score -107147.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -107169.250000 Penalty: 2523.534180
	Iteration 9Q: 3 clusters Score -107169.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -107191.507812 Penalty: 2523.534180
	Iteration 10Q: 3 clusters Score -107191.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -107207.296875 Penalty: 2523.534180
	Iteration 11Q: 3 clusters Score -107207.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -107227.171875 Penalty: 2523.534180
	Iteration 12Q: 3 clusters Score -107227.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -107242.031250 Penalty: 2523.534180
	Iteration 13Q: 3 clusters Score -107242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -107254.531250 Penalty: 2523.534180
	Iteration 14Q: 3 clusters Score -107254.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -107265.945312 Penalty: 2523.534180
	Iteration 15Q: 3 clusters Score -107265.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -107286.687500 Penalty: 2523.534180
	Iteration 16Q: 3 clusters Score -107286.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -107305.218750 Penalty: 2523.534180
	Iteration 17Q: 3 clusters Score -107305.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -107328.210938 Penalty: 2523.534180
	Iteration 18Q: 3 clusters Score -107328.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107349.593750 Penalty: 2523.534180
	Iteration 19Q: 3 clusters Score -107349.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -107371.117188 Penalty: 2523.534180
	Iteration 20F: 3 clusters Score -107371.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -107386.140625 Penalty: 2523.534180
	Iteration 21Q: 3 clusters Score -107386.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -107401.328125 Penalty: 2523.534180
	Iteration 22Q: 3 clusters Score -107401.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -107410.015625 Penalty: 2523.534180
	Iteration 23Q: 3 clusters Score -107410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -107415.695312 Penalty: 2523.534180
	Iteration 24Q: 3 clusters Score -107415.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -107423.750000 Penalty: 2523.534180
	Iteration 25Q: 3 clusters Score -107423.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -107431.703125 Penalty: 2523.534180
	Iteration 26Q: 3 clusters Score -107431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -107438.281250 Penalty: 2523.534180
	Iteration 27Q: 3 clusters Score -107438.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -107445.273438 Penalty: 2523.534180
	Iteration 28Q: 3 clusters Score -107445.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -107457.117188 Penalty: 2523.534180
	Iteration 29Q: 3 clusters Score -107457.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -107464.664062 Penalty: 2523.534180
	Iteration 30Q: 3 clusters Score -107464.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -107473.960938 Penalty: 2523.534180
	Iteration 31Q: 3 clusters Score -107474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -107480.242188 Penalty: 2523.534180
	Iteration 32Q: 3 clusters Score -107480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107482.835938 Penalty: 2523.534180
	Iteration 33Q: 3 clusters Score -107482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107484.531250 Penalty: 2523.534180
	Iteration 34Q: 3 clusters Score -107484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -107488.773438 Penalty: 2523.534180
	Iteration 35Q: 3 clusters Score -107488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107494.906250 Penalty: 2523.534180
	Iteration 36Q: 3 clusters Score -107494.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107501.328125 Penalty: 2523.534180
	Iteration 37Q: 3 clusters Score -107501.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -107508.664062 Penalty: 2523.534180
	Iteration 38Q: 3 clusters Score -107508.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -107515.992188 Penalty: 2523.534180
	Iteration 39Q: 3 clusters Score -107516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -107520.164062 Penalty: 2523.534180
	Iteration 40F: 3 clusters Score -107520.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107521.734375 Penalty: 2523.534180
	Iteration 41Q: 3 clusters Score -107521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -107522.703125 Penalty: 2523.534180
	Iteration 42Q: 3 clusters Score -107522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -107523.406250 Penalty: 2523.534180
	Iteration 43Q: 3 clusters Score -107523.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -107523.757812 Penalty: 2523.534180
	Iteration 44Q: 3 clusters Score -107523.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107524.523438 Penalty: 2523.534180
	Iteration 45Q: 3 clusters Score -107524.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -107525.015625 Penalty: 2523.534180
	Iteration 46Q: 3 clusters Score -107525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -107525.351562 Penalty: 2523.534180
	Iteration 47Q: 3 clusters Score -107525.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -107526.148438 Penalty: 2523.534180
	Iteration 48Q: 3 clusters Score -107526.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107528.085938 Penalty: 2523.534180
	Iteration 49Q: 3 clusters Score -107528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107530.312500 Penalty: 2523.534180
	Iteration 50Q: 3 clusters Score -107530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -107532.195312 Penalty: 2523.534180
	Iteration 51Q: 3 clusters Score -107532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -107532.898438 Penalty: 2523.534180
	Iteration 52Q: 3 clusters Score -107532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107534.304688 Penalty: 2523.534180
	Iteration 53Q: 3 clusters Score -107534.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107536.078125 Penalty: 2523.534180
	Iteration 54Q: 3 clusters Score -107536.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107539.085938 Penalty: 2523.534180
	Iteration 55Q: 3 clusters Score -107539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107541.351562 Penalty: 2523.534180
	Iteration 56Q: 3 clusters Score -107541.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -107541.812500 Penalty: 2523.534180
	Iteration 57Q: 3 clusters Score -107541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -107542.460938 Penalty: 2523.534180
	Iteration 58Q: 3 clusters Score -107542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -107542.460938 Penalty: 2523.534180
	Iteration 59F: 3 clusters Score -107542.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Entering Unmasked Estep 
Score: -420674.093750 Penalty: 1464.491577
	Iteration 0F: 2 clusters Score -420674.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -414639.281250 Penalty: 2928.983154
	Iteration 0F: 3 clusters Score -414639.3 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -416571.937500 Penalty: 2928.983154
	Iteration 1F: 3 clusters Score -416571.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -416879.375000 Penalty: 2928.983154
	Iteration 2F: 3 clusters Score -416879.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -417205.843750 Penalty: 2928.983154
	Iteration 3F: 3 clusters Score -417205.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -417533.531250 Penalty: 2928.983154
	Iteration 4F: 3 clusters Score -417533.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -417843.656250 Penalty: 2928.983154
	Iteration 5F: 3 clusters Score -417843.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -418144.531250 Penalty: 2928.983154
	Iteration 6F: 3 clusters Score -418144.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -418452.281250 Penalty: 2928.983154
	Iteration 7F: 3 clusters Score -418452.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -418747.781250 Penalty: 2928.983154
	Iteration 8Q: 3 clusters Score -418747.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -418961.812500 Penalty: 2928.983154
	Iteration 9Q: 3 clusters Score -418961.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -419090.187500 Penalty: 2928.983154
	Iteration 10Q: 3 clusters Score -419090.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -419170.375000 Penalty: 2928.983154
	Iteration 11Q: 3 clusters Score -419170.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -419214.437500 Penalty: 2928.983154
	Iteration 12Q: 3 clusters Score -419214.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -419248.656250 Penalty: 2928.983154
	Iteration 13Q: 3 clusters Score -419248.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -419274.593750 Penalty: 2928.983154
	Iteration 14Q: 3 clusters Score -419274.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -419289.750000 Penalty: 2928.983154
	Iteration 15Q: 3 clusters Score -419289.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -419298.125000 Penalty: 2928.983154
	Iteration 16Q: 3 clusters Score -419298.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -419312.062500 Penalty: 2928.983154
	Iteration 17Q: 3 clusters Score -419312.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -419326.125000 Penalty: 2928.983154
	Iteration 18Q: 3 clusters Score -419326.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -419337.968750 Penalty: 2928.983154
	Iteration 19Q: 3 clusters Score -419338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -419352.687500 Penalty: 2928.983154
	Iteration 20F: 3 clusters Score -419352.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -419369.312500 Penalty: 2928.983154
	Iteration 21Q: 3 clusters Score -419369.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -419382.750000 Penalty: 2928.983154
	Iteration 22Q: 3 clusters Score -419382.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -419391.531250 Penalty: 2928.983154
	Iteration 23Q: 3 clusters Score -419391.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -419399.625000 Penalty: 2928.983154
	Iteration 24Q: 3 clusters Score -419399.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -419404.906250 Penalty: 2928.983154
	Iteration 25Q: 3 clusters Score -419404.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -419411.093750 Penalty: 2928.983154
	Iteration 26Q: 3 clusters Score -419411.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -419416.250000 Penalty: 2928.983154
	Iteration 27Q: 3 clusters Score -419416.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -419420.562500 Penalty: 2928.983154
	Iteration 28Q: 3 clusters Score -419420.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -419425.593750 Penalty: 2928.983154
	Iteration 29Q: 3 clusters Score -419425.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -419431.187500 Penalty: 2928.983154
	Iteration 30Q: 3 clusters Score -419431.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -419438.187500 Penalty: 2928.983154
	Iteration 31Q: 3 clusters Score -419438.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -419444.093750 Penalty: 2928.983154
	Iteration 32Q: 3 clusters Score -419444.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -419448.625000 Penalty: 2928.983154
	Iteration 33Q: 3 clusters Score -419448.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -419453.437500 Penalty: 2928.983154
	Iteration 34Q: 3 clusters Score -419453.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -419459.062500 Penalty: 2928.983154
	Iteration 35Q: 3 clusters Score -419459.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -419462.468750 Penalty: 2928.983154
	Iteration 36Q: 3 clusters Score -419462.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -419466.687500 Penalty: 2928.983154
	Iteration 37Q: 3 clusters Score -419466.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -419469.718750 Penalty: 2928.983154
	Iteration 38Q: 3 clusters Score -419469.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -419472.843750 Penalty: 2928.983154
	Iteration 39Q: 3 clusters Score -419472.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -419474.312500 Penalty: 2928.983154
	Iteration 40F: 3 clusters Score -419474.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -419478.500000 Penalty: 2928.983154
	Iteration 41Q: 3 clusters Score -419478.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -419480.656250 Penalty: 2928.983154
	Iteration 42Q: 3 clusters Score -419480.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -419482.531250 Penalty: 2928.983154
	Iteration 43Q: 3 clusters Score -419482.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -419483.125000 Penalty: 2928.983154
	Iteration 44Q: 3 clusters Score -419483.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -419486.437500 Penalty: 2928.983154
	Iteration 45Q: 3 clusters Score -419486.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -419489.343750 Penalty: 2928.983154
	Iteration 46Q: 3 clusters Score -419489.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -419493.843750 Penalty: 2928.983154
	Iteration 47Q: 3 clusters Score -419493.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -419496.500000 Penalty: 2928.983154
	Iteration 48Q: 3 clusters Score -419496.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -419499.468750 Penalty: 2928.983154
	Iteration 49Q: 3 clusters Score -419499.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -419501.000000 Penalty: 2928.983154
	Iteration 50Q: 3 clusters Score -419501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -419501.468750 Penalty: 2928.983154
	Iteration 51Q: 3 clusters Score -419501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -419503.875000 Penalty: 2928.983154
	Iteration 52Q: 3 clusters Score -419503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -419504.968750 Penalty: 2928.983154
	Iteration 53Q: 3 clusters Score -419505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -419504.812500 Penalty: 2928.983154
	Iteration 54Q: 3 clusters Score -419504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -419505.406250 Penalty: 2928.983154
	Iteration 55Q: 3 clusters Score -419505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -419505.031250 Penalty: 2928.983154
	Iteration 56Q: 3 clusters Score -419505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -419506.093750 Penalty: 2928.983154
	Iteration 57Q: 3 clusters Score -419506.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -419507.031250 Penalty: 2928.983154
	Iteration 58Q: 3 clusters Score -419507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -419508.031250 Penalty: 2928.983154
	Iteration 59Q: 3 clusters Score -419508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -419508.406250 Penalty: 2928.983154
	Iteration 60F: 3 clusters Score -419508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -419508.781250 Penalty: 2928.983154
	Iteration 61Q: 3 clusters Score -419508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -419510.093750 Penalty: 2928.983154
	Iteration 62Q: 3 clusters Score -419510.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -419510.968750 Penalty: 2928.983154
	Iteration 63Q: 3 clusters Score -419511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -419510.468750 Penalty: 2928.983154
	Iteration 64Q: 3 clusters Score -419510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -419511.562500 Penalty: 2928.983154
	Iteration 65Q: 3 clusters Score -419511.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -419511.812500 Penalty: 2928.983154
	Iteration 66Q: 3 clusters Score -419511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -419511.812500 Penalty: 2928.983154
	Iteration 67F: 3 clusters Score -419511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Entering Unmasked Estep 
Score: -1632331.125000 Penalty: 1685.824341
	Iteration 0F: 2 clusters Score -1632331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -1610888.625000 Penalty: 3371.648682
	Iteration 0F: 3 clusters Score -1610889 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -1619053.125000 Penalty: 3371.648682
	Iteration 1F: 3 clusters Score -1619053 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -1619428.000000 Penalty: 3371.648682
	Iteration 2Q: 3 clusters Score -1619428 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -1619833.250000 Penalty: 3371.648682
	Iteration 3Q: 3 clusters Score -1619833 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -1620298.625000 Penalty: 3371.648682
	Iteration 4Q: 3 clusters Score -1620299 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1620958.750000 Penalty: 3371.648682
	Iteration 5Q: 3 clusters Score -1620959 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -1621871.875000 Penalty: 3371.648682
	Iteration 6F: 3 clusters Score -1621872 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -1623155.875000 Penalty: 3371.648682
	Iteration 7F: 3 clusters Score -1623156 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -1624676.375000 Penalty: 3371.648682
	Iteration 8F: 3 clusters Score -1624676 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -1626342.500000 Penalty: 3371.648682
	Iteration 9F: 3 clusters Score -1626342 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -1628093.125000 Penalty: 3371.648682
	Iteration 10F: 3 clusters Score -1628093 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -1629336.000000 Penalty: 3371.648682
	Iteration 11Q: 3 clusters Score -1629336 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -1630006.750000 Penalty: 3371.648682
	Iteration 12Q: 3 clusters Score -1630007 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -1630370.500000 Penalty: 3371.648682
	Iteration 13Q: 3 clusters Score -1630370 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -1630543.875000 Penalty: 3371.648682
	Iteration 14Q: 3 clusters Score -1630544 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -1630648.375000 Penalty: 3371.648682
	Iteration 15Q: 3 clusters Score -1630648 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -1630731.500000 Penalty: 3371.648682
	Iteration 16Q: 3 clusters Score -1630732 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -1630773.625000 Penalty: 3371.648682
	Iteration 17Q: 3 clusters Score -1630774 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -1630806.500000 Penalty: 3371.648682
	Iteration 18Q: 3 clusters Score -1630806 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -1630827.000000 Penalty: 3371.648682
	Iteration 19Q: 3 clusters Score -1630827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -1630853.500000 Penalty: 3371.648682
	Iteration 20F: 3 clusters Score -1630854 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -1630875.125000 Penalty: 3371.648682
	Iteration 21Q: 3 clusters Score -1630875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -1630893.875000 Penalty: 3371.648682
	Iteration 22Q: 3 clusters Score -1630894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -1630914.000000 Penalty: 3371.648682
	Iteration 23Q: 3 clusters Score -1630914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -1630930.875000 Penalty: 3371.648682
	Iteration 24Q: 3 clusters Score -1630931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -1630943.750000 Penalty: 3371.648682
	Iteration 25Q: 3 clusters Score -1630944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -1630950.500000 Penalty: 3371.648682
	Iteration 26Q: 3 clusters Score -1630950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -1630958.625000 Penalty: 3371.648682
	Iteration 27Q: 3 clusters Score -1630959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -1630961.125000 Penalty: 3371.648682
	Iteration 28Q: 3 clusters Score -1630961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -1630965.750000 Penalty: 3371.648682
	Iteration 29Q: 3 clusters Score -1630966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -1630972.375000 Penalty: 3371.648682
	Iteration 30Q: 3 clusters Score -1630972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -1630982.000000 Penalty: 3371.648682
	Iteration 31Q: 3 clusters Score -1630982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -1630986.750000 Penalty: 3371.648682
	Iteration 32Q: 3 clusters Score -1630987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -1630991.375000 Penalty: 3371.648682
	Iteration 33Q: 3 clusters Score -1630991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -1630996.125000 Penalty: 3371.648682
	Iteration 34Q: 3 clusters Score -1630996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -1631005.000000 Penalty: 3371.648682
	Iteration 35Q: 3 clusters Score -1631005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -1631008.125000 Penalty: 3371.648682
	Iteration 36Q: 3 clusters Score -1631008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -1631005.750000 Penalty: 3371.648682
	Iteration 37Q: 3 clusters Score -1631006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -1631009.875000 Penalty: 3371.648682
	Iteration 38Q: 3 clusters Score -1631010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -1631014.000000 Penalty: 3371.648682
	Iteration 39Q: 3 clusters Score -1631014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -1631013.750000 Penalty: 3371.648682
	Iteration 40F: 3 clusters Score -1631014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -1631014.875000 Penalty: 3371.648682
	Iteration 41Q: 3 clusters Score -1631015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -1631015.625000 Penalty: 3371.648682
	Iteration 42Q: 3 clusters Score -1631016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -1631018.500000 Penalty: 3371.648682
	Iteration 43Q: 3 clusters Score -1631018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -1631021.375000 Penalty: 3371.648682
	Iteration 44Q: 3 clusters Score -1631021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -1631021.000000 Penalty: 3371.648682
	Iteration 45Q: 3 clusters Score -1631021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -1631021.750000 Penalty: 3371.648682
	Iteration 46Q: 3 clusters Score -1631022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -1631022.625000 Penalty: 3371.648682
	Iteration 47Q: 3 clusters Score -1631023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -1631026.250000 Penalty: 3371.648682
	Iteration 48Q: 3 clusters Score -1631026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -1631024.125000 Penalty: 3371.648682
	Iteration 49Q: 3 clusters Score -1631024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -1631027.500000 Penalty: 3371.648682
	Iteration 50Q: 3 clusters Score -1631028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -1631028.875000 Penalty: 3371.648682
	Iteration 51Q: 3 clusters Score -1631029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -1631031.125000 Penalty: 3371.648682
	Iteration 52Q: 3 clusters Score -1631031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -1631031.500000 Penalty: 3371.648682
	Iteration 53Q: 3 clusters Score -1631032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -1631033.625000 Penalty: 3371.648682
	Iteration 54Q: 3 clusters Score -1631034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -1631029.750000 Penalty: 3371.648682
	Iteration 55Q: 3 clusters Score -1631030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -1631031.500000 Penalty: 3371.648682
	Iteration 56Q: 3 clusters Score -1631032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -1631031.500000 Penalty: 3371.648682
	Iteration 57F: 3 clusters Score -1631032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 4 contains 4652 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 6632 members 
Mstep: Class 9 contains 12599 members 
Mstep: Class 10 contains 43970 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 7406 members 
Mstep: Class 13 contains 55532 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363262 members 
Mstep: Class 16 contains 10572 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 8203 members 
Mstep: Class 20 contains 32026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196676.000000 Penalty: 38844.960938
Iteration 79Q: 19 clusters Score -2.819668e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 3 contains 1841 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 610 members 
Mstep: Class 7 contains 6615 members 
Mstep: Class 9 contains 12704 members 
Mstep: Class 10 contains 44019 members 
Mstep: Class 11 contains 21015 members 
Mstep: Class 12 contains 7401 members 
Mstep: Class 13 contains 55564 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363239 members 
Mstep: Class 16 contains 10590 members 
Mstep: Class 17 contains 5722 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 8161 members 
Mstep: Class 20 contains 32054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196780.000000 Penalty: 38844.960938
Iteration 80F: 19 clusters Score -2.819678e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 5 contains 6431 members 
Mstep: Class 6 contains 609 members 
Mstep: Class 7 contains 6598 members 
Mstep: Class 9 contains 12818 members 
Mstep: Class 10 contains 44054 members 
Mstep: Class 11 contains 20991 members 
Mstep: Class 12 contains 7395 members 
Mstep: Class 13 contains 55609 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363224 members 
Mstep: Class 16 contains 10600 members 
Mstep: Class 17 contains 5737 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 8123 members 
Mstep: Class 20 contains 32078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196872.000000 Penalty: 38844.960938
Iteration 81Q: 19 clusters Score -2.819687e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 4217 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 608 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 9 contains 12936 members 
Mstep: Class 10 contains 44077 members 
Mstep: Class 11 contains 20966 members 
Mstep: Class 12 contains 7394 members 
Mstep: Class 13 contains 55654 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363193 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 5755 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 32099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196928.000000 Penalty: 38844.960938
Iteration 82Q: 19 clusters Score -2.819693e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 4074 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 607 members 
Mstep: Class 7 contains 6571 members 
Mstep: Class 9 contains 13049 members 
Mstep: Class 10 contains 44103 members 
Mstep: Class 11 contains 20953 members 
Mstep: Class 12 contains 7388 members 
Mstep: Class 13 contains 55692 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363171 members 
Mstep: Class 16 contains 10636 members 
Mstep: Class 17 contains 5769 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 8070 members 
Mstep: Class 20 contains 32114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196906.000000 Penalty: 38844.960938
Iteration 83Q: 19 clusters Score -2.819691e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 3935 members 
Mstep: Class 5 contains 6406 members 
Mstep: Class 6 contains 605 members 
Mstep: Class 7 contains 6553 members 
Mstep: Class 9 contains 13153 members 
Mstep: Class 10 contains 44131 members 
Mstep: Class 11 contains 20923 members 
Mstep: Class 12 contains 7382 members 
Mstep: Class 13 contains 55721 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363184 members 
Mstep: Class 16 contains 10652 members 
Mstep: Class 17 contains 5793 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 8041 members 
Mstep: Class 20 contains 32128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196982.000000 Penalty: 38844.960938
Iteration 84Q: 19 clusters Score -2.819698e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 3800 members 
Mstep: Class 5 contains 6402 members 
Mstep: Class 6 contains 603 members 
Mstep: Class 7 contains 6542 members 
Mstep: Class 9 contains 13257 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 20893 members 
Mstep: Class 12 contains 7373 members 
Mstep: Class 13 contains 55749 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363179 members 
Mstep: Class 16 contains 10665 members 
Mstep: Class 17 contains 5821 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 8012 members 
Mstep: Class 20 contains 32150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197068.000000 Penalty: 38844.960938
Iteration 85Q: 19 clusters Score -2.819707e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 3671 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 603 members 
Mstep: Class 7 contains 6532 members 
Mstep: Class 9 contains 13352 members 
Mstep: Class 10 contains 44187 members 
Mstep: Class 11 contains 20873 members 
Mstep: Class 12 contains 7368 members 
Mstep: Class 13 contains 55770 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363177 members 
Mstep: Class 16 contains 10684 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 7979 members 
Mstep: Class 20 contains 32168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197112.000000 Penalty: 38844.960938
Iteration 86Q: 19 clusters Score -2.819711e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 597 members 
Mstep: Class 7 contains 6517 members 
Mstep: Class 9 contains 13458 members 
Mstep: Class 10 contains 44213 members 
Mstep: Class 11 contains 20849 members 
Mstep: Class 12 contains 7364 members 
Mstep: Class 13 contains 55799 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363189 members 
Mstep: Class 16 contains 10694 members 
Mstep: Class 17 contains 5848 members 
Mstep: Class 18 contains 2360 members 
Mstep: Class 19 contains 7947 members 
Mstep: Class 20 contains 32192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197258.000000 Penalty: 38844.960938
Iteration 87Q: 19 clusters Score -2.819726e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 3415 members 
Mstep: Class 5 contains 6387 members 
Mstep: Class 6 contains 590 members 
Mstep: Class 7 contains 6509 members 
Mstep: Class 9 contains 13566 members 
Mstep: Class 10 contains 44231 members 
Mstep: Class 11 contains 20825 members 
Mstep: Class 12 contains 7355 members 
Mstep: Class 13 contains 55839 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363196 members 
Mstep: Class 16 contains 10705 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 2361 members 
Mstep: Class 19 contains 7914 members 
Mstep: Class 20 contains 32215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197266.000000 Penalty: 38844.960938
Iteration 88Q: 19 clusters Score -2.819727e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 3 contains 1821 members 
Mstep: Class 4 contains 3315 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 6494 members 
Mstep: Class 9 contains 13637 members 
Mstep: Class 10 contains 44256 members 
Mstep: Class 11 contains 20801 members 
Mstep: Class 12 contains 7349 members 
Mstep: Class 13 contains 55864 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363183 members 
Mstep: Class 16 contains 10730 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 7896 members 
Mstep: Class 20 contains 32245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197282.000000 Penalty: 38844.960938
Iteration 89Q: 19 clusters Score -2.819728e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 6377 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 9 contains 13715 members 
Mstep: Class 10 contains 44281 members 
Mstep: Class 11 contains 20767 members 
Mstep: Class 12 contains 7344 members 
Mstep: Class 13 contains 55886 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363179 members 
Mstep: Class 16 contains 10750 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 7881 members 
Mstep: Class 20 contains 32255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197364.000000 Penalty: 38844.960938
Iteration 90Q: 19 clusters Score -2.819736e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 4 contains 3184 members 
Mstep: Class 5 contains 6374 members 
Mstep: Class 6 contains 584 members 
Mstep: Class 7 contains 6460 members 
Mstep: Class 9 contains 13780 members 
Mstep: Class 10 contains 44307 members 
Mstep: Class 11 contains 20731 members 
Mstep: Class 12 contains 7340 members 
Mstep: Class 13 contains 55901 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363156 members 
Mstep: Class 16 contains 10778 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 7865 members 
Mstep: Class 20 contains 32277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197446.000000 Penalty: 38844.960938
Iteration 91Q: 19 clusters Score -2.819745e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 6376 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 6446 members 
Mstep: Class 9 contains 13855 members 
Mstep: Class 10 contains 44334 members 
Mstep: Class 11 contains 20692 members 
Mstep: Class 12 contains 7337 members 
Mstep: Class 13 contains 55909 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363147 members 
Mstep: Class 16 contains 10798 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 32295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197490.000000 Penalty: 38844.960938
Iteration 92Q: 19 clusters Score -2.819749e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 6373 members 
Mstep: Class 6 contains 579 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 9 contains 13936 members 
Mstep: Class 10 contains 44352 members 
Mstep: Class 11 contains 20643 members 
Mstep: Class 12 contains 7333 members 
Mstep: Class 13 contains 55935 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363125 members 
Mstep: Class 16 contains 10813 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 2362 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 32314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197568.000000 Penalty: 38844.960938
Iteration 93Q: 19 clusters Score -2.819757e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 6369 members 
Mstep: Class 6 contains 576 members 
Mstep: Class 7 contains 6424 members 
Mstep: Class 9 contains 13997 members 
Mstep: Class 10 contains 44366 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 7328 members 
Mstep: Class 13 contains 55954 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363120 members 
Mstep: Class 16 contains 10835 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 32325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197570.000000 Penalty: 38844.960938
Iteration 94Q: 19 clusters Score -2.819757e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 6363 members 
Mstep: Class 6 contains 574 members 
Mstep: Class 7 contains 6417 members 
Mstep: Class 9 contains 14045 members 
Mstep: Class 10 contains 44387 members 
Mstep: Class 11 contains 20518 members 
Mstep: Class 12 contains 7326 members 
Mstep: Class 13 contains 55973 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363098 members 
Mstep: Class 16 contains 10857 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 7830 members 
Mstep: Class 20 contains 32335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197588.000000 Penalty: 38844.960938
Iteration 95Q: 19 clusters Score -2.819759e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 6409 members 
Mstep: Class 9 contains 14087 members 
Mstep: Class 10 contains 44411 members 
Mstep: Class 11 contains 20448 members 
Mstep: Class 12 contains 7321 members 
Mstep: Class 13 contains 55986 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363095 members 
Mstep: Class 16 contains 10873 members 
Mstep: Class 17 contains 5886 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 32337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197628.000000 Penalty: 38844.960938
Iteration 96Q: 19 clusters Score -2.819763e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 2922 members 
Mstep: Class 5 contains 6353 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 6401 members 
Mstep: Class 9 contains 14121 members 
Mstep: Class 10 contains 44431 members 
Mstep: Class 11 contains 20376 members 
Mstep: Class 12 contains 7321 members 
Mstep: Class 13 contains 55998 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363100 members 
Mstep: Class 16 contains 10891 members 
Mstep: Class 17 contains 5909 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 7808 members 
Mstep: Class 20 contains 32335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197596.000000 Penalty: 38844.960938
Iteration 97Q: 19 clusters Score -2.81976e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 2910 members 
Mstep: Class 5 contains 6346 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 6387 members 
Mstep: Class 9 contains 14150 members 
Mstep: Class 10 contains 44456 members 
Mstep: Class 11 contains 20313 members 
Mstep: Class 12 contains 7319 members 
Mstep: Class 13 contains 56008 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363082 members 
Mstep: Class 16 contains 10916 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 18 contains 2368 members 
Mstep: Class 19 contains 7800 members 
Mstep: Class 20 contains 32336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197674.000000 Penalty: 38844.960938
Iteration 98Q: 19 clusters Score -2.819767e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 2910 members 
Mstep: Class 5 contains 6340 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 6371 members 
Mstep: Class 9 contains 14169 members 
Mstep: Class 10 contains 44489 members 
Mstep: Class 11 contains 20227 members 
Mstep: Class 12 contains 7319 members 
Mstep: Class 13 contains 56011 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363077 members 
Mstep: Class 16 contains 10935 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 7786 members 
Mstep: Class 20 contains 32338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197656.000000 Penalty: 38844.960938
Iteration 99Q: 19 clusters Score -2.819766e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 2904 members 
Mstep: Class 5 contains 6337 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 6354 members 
Mstep: Class 9 contains 14192 members 
Mstep: Class 10 contains 44513 members 
Mstep: Class 11 contains 20141 members 
Mstep: Class 12 contains 7315 members 
Mstep: Class 13 contains 56018 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363088 members 
Mstep: Class 16 contains 10963 members 
Mstep: Class 17 contains 6017 members 
Mstep: Class 18 contains 2367 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 32343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197714.000000 Penalty: 38844.960938
Iteration 100F: 19 clusters Score -2.819771e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 6329 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 6345 members 
Mstep: Class 9 contains 14213 members 
Mstep: Class 10 contains 44543 members 
Mstep: Class 11 contains 20066 members 
Mstep: Class 12 contains 7312 members 
Mstep: Class 13 contains 56029 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363083 members 
Mstep: Class 16 contains 10987 members 
Mstep: Class 17 contains 6047 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 32337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197798.000000 Penalty: 38844.960938
Iteration 101Q: 19 clusters Score -2.81978e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 6321 members 
Mstep: Class 6 contains 569 members 
Mstep: Class 7 contains 6328 members 
Mstep: Class 9 contains 14229 members 
Mstep: Class 10 contains 44581 members 
Mstep: Class 11 contains 19983 members 
Mstep: Class 12 contains 7308 members 
Mstep: Class 13 contains 56035 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 363094 members 
Mstep: Class 16 contains 11005 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 2371 members 
Mstep: Class 19 contains 7742 members 
Mstep: Class 20 contains 32336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197828.000000 Penalty: 38844.960938
Iteration 102Q: 19 clusters Score -2.819783e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 2902 members 
Mstep: Class 5 contains 6316 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6303 members 
Mstep: Class 9 contains 14227 members 
Mstep: Class 10 contains 44625 members 
Mstep: Class 11 contains 19895 members 
Mstep: Class 12 contains 7302 members 
Mstep: Class 13 contains 56046 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 363094 members 
Mstep: Class 16 contains 11028 members 
Mstep: Class 17 contains 6136 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 7726 members 
Mstep: Class 20 contains 32336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197830.000000 Penalty: 38844.960938
Iteration 103Q: 19 clusters Score -2.819783e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 2910 members 
Mstep: Class 5 contains 6313 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 6275 members 
Mstep: Class 9 contains 14223 members 
Mstep: Class 10 contains 44688 members 
Mstep: Class 11 contains 19802 members 
Mstep: Class 12 contains 7290 members 
Mstep: Class 13 contains 56062 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 363089 members 
Mstep: Class 16 contains 11041 members 
Mstep: Class 17 contains 6194 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 7715 members 
Mstep: Class 20 contains 32327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197818.000000 Penalty: 38844.960938
Iteration 104Q: 19 clusters Score -2.819782e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 2922 members 
Mstep: Class 5 contains 6309 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 6262 members 
Mstep: Class 9 contains 14218 members 
Mstep: Class 10 contains 44746 members 
Mstep: Class 11 contains 19728 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 56071 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 363081 members 
Mstep: Class 16 contains 11061 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 7696 members 
Mstep: Class 20 contains 32302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197876.000000 Penalty: 38844.960938
Iteration 105Q: 19 clusters Score -2.819788e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 6306 members 
Mstep: Class 6 contains 568 members 
Mstep: Class 7 contains 6233 members 
Mstep: Class 9 contains 14225 members 
Mstep: Class 10 contains 44802 members 
Mstep: Class 11 contains 19659 members 
Mstep: Class 12 contains 7269 members 
Mstep: Class 13 contains 56078 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 363082 members 
Mstep: Class 16 contains 11079 members 
Mstep: Class 17 contains 6292 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 7682 members 
Mstep: Class 20 contains 32287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197776.000000 Penalty: 38844.960938
Iteration 106Q: 19 clusters Score -2.819778e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 3 contains 1792 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 6 contains 566 members 
Mstep: Class 7 contains 6201 members 
Mstep: Class 9 contains 14222 members 
Mstep: Class 10 contains 44860 members 
Mstep: Class 11 contains 19604 members 
Mstep: Class 12 contains 7256 members 
Mstep: Class 13 contains 56084 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 363083 members 
Mstep: Class 16 contains 11101 members 
Mstep: Class 17 contains 6324 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 7670 members 
Mstep: Class 20 contains 32274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197846.000000 Penalty: 38844.960938
Iteration 107Q: 19 clusters Score -2.819785e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 4 contains 2941 members 
Mstep: Class 5 contains 6301 members 
Mstep: Class 6 contains 564 members 
Mstep: Class 7 contains 6170 members 
Mstep: Class 9 contains 14230 members 
Mstep: Class 10 contains 44908 members 
Mstep: Class 11 contains 19553 members 
Mstep: Class 12 contains 7243 members 
Mstep: Class 13 contains 56085 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363105 members 
Mstep: Class 16 contains 11122 members 
Mstep: Class 17 contains 6353 members 
Mstep: Class 18 contains 2378 members 
Mstep: Class 19 contains 7653 members 
Mstep: Class 20 contains 32258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197848.000000 Penalty: 38844.960938
Iteration 108Q: 19 clusters Score -2.819785e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 2946 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 6151 members 
Mstep: Class 9 contains 14236 members 
Mstep: Class 10 contains 44956 members 
Mstep: Class 11 contains 19502 members 
Mstep: Class 12 contains 7229 members 
Mstep: Class 13 contains 56088 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363105 members 
Mstep: Class 16 contains 11137 members 
Mstep: Class 17 contains 6380 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 7644 members 
Mstep: Class 20 contains 32247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197792.000000 Penalty: 38844.960938
Iteration 109Q: 19 clusters Score -2.819779e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 2956 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 7 contains 6134 members 
Mstep: Class 9 contains 14243 members 
Mstep: Class 10 contains 45004 members 
Mstep: Class 11 contains 19451 members 
Mstep: Class 12 contains 7221 members 
Mstep: Class 13 contains 56076 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363122 members 
Mstep: Class 16 contains 11145 members 
Mstep: Class 17 contains 6407 members 
Mstep: Class 18 contains 2381 members 
Mstep: Class 19 contains 7630 members 
Mstep: Class 20 contains 32235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197878.000000 Penalty: 38844.960938
Iteration 110Q: 19 clusters Score -2.819788e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 2967 members 
Mstep: Class 5 contains 6290 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 9 contains 14247 members 
Mstep: Class 10 contains 45057 members 
Mstep: Class 11 contains 19398 members 
Mstep: Class 12 contains 7206 members 
Mstep: Class 13 contains 56075 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363135 members 
Mstep: Class 16 contains 11160 members 
Mstep: Class 17 contains 6439 members 
Mstep: Class 18 contains 2382 members 
Mstep: Class 19 contains 7615 members 
Mstep: Class 20 contains 32213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197988.000000 Penalty: 38844.960938
Iteration 111Q: 19 clusters Score -2.819799e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 6290 members 
Mstep: Class 6 contains 561 members 
Mstep: Class 7 contains 6101 members 
Mstep: Class 9 contains 14253 members 
Mstep: Class 10 contains 45098 members 
Mstep: Class 11 contains 19348 members 
Mstep: Class 12 contains 7183 members 
Mstep: Class 13 contains 56079 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363165 members 
Mstep: Class 16 contains 11168 members 
Mstep: Class 17 contains 6462 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7604 members 
Mstep: Class 20 contains 32201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197996.000000 Penalty: 38844.960938
Iteration 112Q: 19 clusters Score -2.8198e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 2981 members 
Mstep: Class 5 contains 6286 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 6086 members 
Mstep: Class 9 contains 14251 members 
Mstep: Class 10 contains 45155 members 
Mstep: Class 11 contains 19306 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 56079 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363177 members 
Mstep: Class 16 contains 11184 members 
Mstep: Class 17 contains 6477 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 32192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198014.000000 Penalty: 38844.960938
Iteration 113Q: 19 clusters Score -2.819801e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 2987 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 6073 members 
Mstep: Class 9 contains 14246 members 
Mstep: Class 10 contains 45193 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 7137 members 
Mstep: Class 13 contains 56086 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363188 members 
Mstep: Class 16 contains 11201 members 
Mstep: Class 17 contains 6498 members 
Mstep: Class 18 contains 2385 members 
Mstep: Class 19 contains 7585 members 
Mstep: Class 20 contains 32178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198028.000000 Penalty: 38844.960938
Iteration 114Q: 19 clusters Score -2.819803e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 3 contains 1775 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 560 members 
Mstep: Class 7 contains 6059 members 
Mstep: Class 9 contains 14243 members 
Mstep: Class 10 contains 45221 members 
Mstep: Class 11 contains 19219 members 
Mstep: Class 12 contains 7114 members 
Mstep: Class 13 contains 56109 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363203 members 
Mstep: Class 16 contains 11216 members 
Mstep: Class 17 contains 6525 members 
Mstep: Class 18 contains 2387 members 
Mstep: Class 19 contains 7575 members 
Mstep: Class 20 contains 32164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198020.000000 Penalty: 38844.960938
Iteration 115Q: 19 clusters Score -2.819802e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3001 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 6 contains 560 members 
Mstep: Class 7 contains 6034 members 
Mstep: Class 9 contains 14247 members 
Mstep: Class 10 contains 45257 members 
Mstep: Class 11 contains 19161 members 
Mstep: Class 12 contains 7092 members 
Mstep: Class 13 contains 56135 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363215 members 
Mstep: Class 16 contains 11230 members 
Mstep: Class 17 contains 6554 members 
Mstep: Class 18 contains 2389 members 
Mstep: Class 19 contains 7569 members 
Mstep: Class 20 contains 32147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198088.000000 Penalty: 38844.960938
Iteration 116Q: 19 clusters Score -2.819809e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3014 members 
Mstep: Class 5 contains 6275 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 6005 members 
Mstep: Class 9 contains 14248 members 
Mstep: Class 10 contains 45293 members 
Mstep: Class 11 contains 19112 members 
Mstep: Class 12 contains 7074 members 
Mstep: Class 13 contains 56151 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363246 members 
Mstep: Class 16 contains 11234 members 
Mstep: Class 17 contains 6577 members 
Mstep: Class 18 contains 2392 members 
Mstep: Class 19 contains 7557 members 
Mstep: Class 20 contains 32134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198084.000000 Penalty: 38844.960938
Iteration 117Q: 19 clusters Score -2.819808e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 3 contains 1765 members 
Mstep: Class 4 contains 3023 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5980 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 45331 members 
Mstep: Class 11 contains 19064 members 
Mstep: Class 12 contains 7052 members 
Mstep: Class 13 contains 56172 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363264 members 
Mstep: Class 16 contains 11241 members 
Mstep: Class 17 contains 6595 members 
Mstep: Class 18 contains 2393 members 
Mstep: Class 19 contains 7556 members 
Mstep: Class 20 contains 32122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198104.000000 Penalty: 38844.960938
Iteration 118Q: 19 clusters Score -2.81981e+07 nChanged 200
Entering ConstructFrom: 
Score: -28198104.000000 Penalty: 38844.960938
Entering ConstructFrom: 
Trying to split cluster 1 (1494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Entering Unmasked Estep 
Score: -63714.378906 Penalty: 1187.746948
	Iteration 0F: 2 clusters Score -63714.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -61990.925781 Penalty: 2375.493896
	Iteration 0F: 3 clusters Score -61990.93 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -62349.644531 Penalty: 2375.493896
	Iteration 1F: 3 clusters Score -62349.64 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -62479.046875 Penalty: 2375.493896
	Iteration 2F: 3 clusters Score -62479.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -62554.402344 Penalty: 2375.493896
	Iteration 3Q: 3 clusters Score -62554.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -62596.566406 Penalty: 2375.493896
	Iteration 4Q: 3 clusters Score -62596.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -62638.957031 Penalty: 2375.493896
	Iteration 5Q: 3 clusters Score -62638.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -62674.367188 Penalty: 2375.493896
	Iteration 6Q: 3 clusters Score -62674.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -62708.324219 Penalty: 2375.493896
	Iteration 7Q: 3 clusters Score -62708.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62734.746094 Penalty: 2375.493896
	Iteration 8Q: 3 clusters Score -62734.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -62758.812500 Penalty: 2375.493896
	Iteration 9Q: 3 clusters Score -62758.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -62775.250000 Penalty: 2375.493896
	Iteration 10Q: 3 clusters Score -62775.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -62802.414062 Penalty: 2375.493896
	Iteration 11Q: 3 clusters Score -62802.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -62822.656250 Penalty: 2375.493896
	Iteration 12Q: 3 clusters Score -62822.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -62836.593750 Penalty: 2375.493896
	Iteration 13Q: 3 clusters Score -62836.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -62846.203125 Penalty: 2375.493896
	Iteration 14Q: 3 clusters Score -62846.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -62852.792969 Penalty: 2375.493896
	Iteration 15Q: 3 clusters Score -62852.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -62856.847656 Penalty: 2375.493896
	Iteration 16Q: 3 clusters Score -62856.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -62859.691406 Penalty: 2375.493896
	Iteration 17Q: 3 clusters Score -62859.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -62861.347656 Penalty: 2375.493896
	Iteration 18Q: 3 clusters Score -62861.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -62862.195312 Penalty: 2375.493896
	Iteration 19Q: 3 clusters Score -62862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -62863.402344 Penalty: 2375.493896
	Iteration 20F: 3 clusters Score -62863.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -62865.289062 Penalty: 2375.493896
	Iteration 21Q: 3 clusters Score -62865.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -62867.550781 Penalty: 2375.493896
	Iteration 22Q: 3 clusters Score -62867.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -62867.984375 Penalty: 2375.493896
	Iteration 23Q: 3 clusters Score -62867.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -62868.238281 Penalty: 2375.493896
	Iteration 24Q: 3 clusters Score -62868.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -62870.375000 Penalty: 2375.493896
	Iteration 25Q: 3 clusters Score -62870.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62871.511719 Penalty: 2375.493896
	Iteration 26Q: 3 clusters Score -62871.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -62871.511719 Penalty: 2375.493896
	Iteration 27F: 3 clusters Score -62871.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -80020.937500 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -80020.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -78099.695312 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -78099.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -78517.531250 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -78517.53 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -78619.242188 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -78619.24 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -78698.867188 Penalty: 2429.300781
	Iteration 3F: 3 clusters Score -78698.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -78748.007812 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -78748.01 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -78772.843750 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -78772.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -78789.851562 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -78789.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -78808.421875 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -78808.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -78838.148438 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -78838.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -78866.054688 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -78866.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -78886.976562 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -78886.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -78905.195312 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -78905.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -78922.734375 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -78922.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -78937.937500 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -78937.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -78952.054688 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -78952.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -78964.773438 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -78964.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -78971.531250 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -78971.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -78979.406250 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -78979.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -78995.359375 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -78995.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -79004.367188 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -79004.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -79007.437500 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -79007.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -79011.796875 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -79011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -79012.945312 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -79012.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -79012.945312 Penalty: 2429.300781
	Iteration 23F: 3 clusters Score -79012.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -117615.632812 Penalty: 1302.383301
	Iteration 0F: 2 clusters Score -117615.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -114867.203125 Penalty: 2604.766602
	Iteration 0F: 3 clusters Score -114867.2 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -115626.015625 Penalty: 2604.766602
	Iteration 1F: 3 clusters Score -115626 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -115901.882812 Penalty: 2604.766602
	Iteration 2F: 3 clusters Score -115901.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -116083.570312 Penalty: 2604.766602
	Iteration 3F: 3 clusters Score -116083.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -116205.968750 Penalty: 2604.766602
	Iteration 4F: 3 clusters Score -116206 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -116282.328125 Penalty: 2604.766602
	Iteration 5Q: 3 clusters Score -116282.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -116330.132812 Penalty: 2604.766602
	Iteration 6Q: 3 clusters Score -116330.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -116381.523438 Penalty: 2604.766602
	Iteration 7Q: 3 clusters Score -116381.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -116434.992188 Penalty: 2604.766602
	Iteration 8Q: 3 clusters Score -116435 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -116476.632812 Penalty: 2604.766602
	Iteration 9Q: 3 clusters Score -116476.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -116524.554688 Penalty: 2604.766602
	Iteration 10Q: 3 clusters Score -116524.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -116570.867188 Penalty: 2604.766602
	Iteration 11Q: 3 clusters Score -116570.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -116614.085938 Penalty: 2604.766602
	Iteration 12Q: 3 clusters Score -116614.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -116676.242188 Penalty: 2604.766602
	Iteration 13Q: 3 clusters Score -116676.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -116750.406250 Penalty: 2604.766602
	Iteration 14Q: 3 clusters Score -116750.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -116835.195312 Penalty: 2604.766602
	Iteration 15Q: 3 clusters Score -116835.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -116911.765625 Penalty: 2604.766602
	Iteration 16Q: 3 clusters Score -116911.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -116984.867188 Penalty: 2604.766602
	Iteration 17Q: 3 clusters Score -116984.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -117054.335938 Penalty: 2604.766602
	Iteration 18Q: 3 clusters Score -117054.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -117101.742188 Penalty: 2604.766602
	Iteration 19Q: 3 clusters Score -117101.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -117130.109375 Penalty: 2604.766602
	Iteration 20F: 3 clusters Score -117130.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -117149.796875 Penalty: 2604.766602
	Iteration 21Q: 3 clusters Score -117149.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -117168.523438 Penalty: 2604.766602
	Iteration 22Q: 3 clusters Score -117168.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -117181.625000 Penalty: 2604.766602
	Iteration 23Q: 3 clusters Score -117181.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -117195.765625 Penalty: 2604.766602
	Iteration 24Q: 3 clusters Score -117195.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -117208.070312 Penalty: 2604.766602
	Iteration 25Q: 3 clusters Score -117208.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -117220.054688 Penalty: 2604.766602
	Iteration 26Q: 3 clusters Score -117220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -117222.765625 Penalty: 2604.766602
	Iteration 27Q: 3 clusters Score -117222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -117225.921875 Penalty: 2604.766602
	Iteration 28Q: 3 clusters Score -117225.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -117228.875000 Penalty: 2604.766602
	Iteration 29Q: 3 clusters Score -117228.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -117231.500000 Penalty: 2604.766602
	Iteration 30Q: 3 clusters Score -117231.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -117234.500000 Penalty: 2604.766602
	Iteration 31Q: 3 clusters Score -117234.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -117235.367188 Penalty: 2604.766602
	Iteration 32Q: 3 clusters Score -117235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -117236.109375 Penalty: 2604.766602
	Iteration 33Q: 3 clusters Score -117236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -117237.320312 Penalty: 2604.766602
	Iteration 34Q: 3 clusters Score -117237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -117239.000000 Penalty: 2604.766602
	Iteration 35Q: 3 clusters Score -117239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -117239.437500 Penalty: 2604.766602
	Iteration 36Q: 3 clusters Score -117239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -117239.437500 Penalty: 2604.766602
	Iteration 37F: 3 clusters Score -117239.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Entering Unmasked Estep 
Score: -291546.718750 Penalty: 1420.823853
	Iteration 0F: 2 clusters Score -291546.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -286692.125000 Penalty: 2841.647705
	Iteration 0F: 3 clusters Score -286692.1 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -288218.593750 Penalty: 2841.647705
	Iteration 1F: 3 clusters Score -288218.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -288464.312500 Penalty: 2841.647705
	Iteration 2F: 3 clusters Score -288464.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -288715.406250 Penalty: 2841.647705
	Iteration 3F: 3 clusters Score -288715.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -289010.562500 Penalty: 2841.647705
	Iteration 4F: 3 clusters Score -289010.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -289321.500000 Penalty: 2841.647705
	Iteration 5F: 3 clusters Score -289321.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -289639.531250 Penalty: 2841.647705
	Iteration 6F: 3 clusters Score -289639.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -289916.312500 Penalty: 2841.647705
	Iteration 7F: 3 clusters Score -289916.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -290170.937500 Penalty: 2841.647705
	Iteration 8Q: 3 clusters Score -290170.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -290369.687500 Penalty: 2841.647705
	Iteration 9Q: 3 clusters Score -290369.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -290491.625000 Penalty: 2841.647705
	Iteration 10Q: 3 clusters Score -290491.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -290589.937500 Penalty: 2841.647705
	Iteration 11Q: 3 clusters Score -290589.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -290647.750000 Penalty: 2841.647705
	Iteration 12Q: 3 clusters Score -290647.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -290681.531250 Penalty: 2841.647705
	Iteration 13Q: 3 clusters Score -290681.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -290701.031250 Penalty: 2841.647705
	Iteration 14Q: 3 clusters Score -290701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -290719.468750 Penalty: 2841.647705
	Iteration 15Q: 3 clusters Score -290719.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -290726.125000 Penalty: 2841.647705
	Iteration 16Q: 3 clusters Score -290726.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -290731.312500 Penalty: 2841.647705
	Iteration 17Q: 3 clusters Score -290731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -290733.625000 Penalty: 2841.647705
	Iteration 18Q: 3 clusters Score -290733.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -290739.968750 Penalty: 2841.647705
	Iteration 19Q: 3 clusters Score -290740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -290743.156250 Penalty: 2841.647705
	Iteration 20F: 3 clusters Score -290743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -290745.687500 Penalty: 2841.647705
	Iteration 21Q: 3 clusters Score -290745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -290747.000000 Penalty: 2841.647705
	Iteration 22Q: 3 clusters Score -290747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -290748.562500 Penalty: 2841.647705
	Iteration 23Q: 3 clusters Score -290748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -290749.812500 Penalty: 2841.647705
	Iteration 24Q: 3 clusters Score -290749.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -290750.593750 Penalty: 2841.647705
	Iteration 25Q: 3 clusters Score -290750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -290751.781250 Penalty: 2841.647705
	Iteration 26Q: 3 clusters Score -290751.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -290752.375000 Penalty: 2841.647705
	Iteration 27Q: 3 clusters Score -290752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -290753.500000 Penalty: 2841.647705
	Iteration 28Q: 3 clusters Score -290753.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -290754.031250 Penalty: 2841.647705
	Iteration 29Q: 3 clusters Score -290754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -290755.281250 Penalty: 2841.647705
	Iteration 30Q: 3 clusters Score -290755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -290756.250000 Penalty: 2841.647705
	Iteration 31Q: 3 clusters Score -290756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -290756.250000 Penalty: 2841.647705
	Iteration 32F: 3 clusters Score -290756.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -22649.585938 Penalty: 1027.708374
	Iteration 0F: 2 clusters Score -22649.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21552.751953 Penalty: 2055.416748
	Iteration 0F: 3 clusters Score -21552.75 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21719.589844 Penalty: 2055.416748
	Iteration 1F: 3 clusters Score -21719.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21764.736328 Penalty: 2055.416748
	Iteration 2Q: 3 clusters Score -21764.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -21805.503906 Penalty: 2055.416748
	Iteration 3Q: 3 clusters Score -21805.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21825.402344 Penalty: 2055.416748
	Iteration 4Q: 3 clusters Score -21825.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21829.955078 Penalty: 2055.416748
	Iteration 5Q: 3 clusters Score -21829.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -21832.917969 Penalty: 2055.416748
	Iteration 6Q: 3 clusters Score -21832.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -21834.796875 Penalty: 2055.416748
	Iteration 7Q: 3 clusters Score -21834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -21835.373047 Penalty: 2055.416748
	Iteration 8Q: 3 clusters Score -21835.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21836.488281 Penalty: 2055.416748
	Iteration 9Q: 3 clusters Score -21836.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21836.488281 Penalty: 2055.416748
	Iteration 10F: 3 clusters Score -21836.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Entering Unmasked Estep 
Score: -297517.781250 Penalty: 1412.529663
	Iteration 0F: 2 clusters Score -297517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -292901.500000 Penalty: 2825.059326
	Iteration 0F: 3 clusters Score -292901.5 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -294196.250000 Penalty: 2825.059326
	Iteration 1F: 3 clusters Score -294196.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -294422.187500 Penalty: 2825.059326
	Iteration 2F: 3 clusters Score -294422.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -294606.593750 Penalty: 2825.059326
	Iteration 3F: 3 clusters Score -294606.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -294748.343750 Penalty: 2825.059326
	Iteration 4Q: 3 clusters Score -294748.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -294892.406250 Penalty: 2825.059326
	Iteration 5Q: 3 clusters Score -294892.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -295030.968750 Penalty: 2825.059326
	Iteration 6Q: 3 clusters Score -295031 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -295165.937500 Penalty: 2825.059326
	Iteration 7Q: 3 clusters Score -295165.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -295288.906250 Penalty: 2825.059326
	Iteration 8Q: 3 clusters Score -295288.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -295409.812500 Penalty: 2825.059326
	Iteration 9Q: 3 clusters Score -295409.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -295531.593750 Penalty: 2825.059326
	Iteration 10Q: 3 clusters Score -295531.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -295662.781250 Penalty: 2825.059326
	Iteration 11Q: 3 clusters Score -295662.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -295762.906250 Penalty: 2825.059326
	Iteration 12Q: 3 clusters Score -295762.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -295847.187500 Penalty: 2825.059326
	Iteration 13Q: 3 clusters Score -295847.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -295911.062500 Penalty: 2825.059326
	Iteration 14Q: 3 clusters Score -295911.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -295972.906250 Penalty: 2825.059326
	Iteration 15Q: 3 clusters Score -295972.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -296037.937500 Penalty: 2825.059326
	Iteration 16Q: 3 clusters Score -296037.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -296086.750000 Penalty: 2825.059326
	Iteration 17Q: 3 clusters Score -296086.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -296117.312500 Penalty: 2825.059326
	Iteration 18Q: 3 clusters Score -296117.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -296139.875000 Penalty: 2825.059326
	Iteration 19Q: 3 clusters Score -296139.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -296162.156250 Penalty: 2825.059326
	Iteration 20F: 3 clusters Score -296162.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -296177.812500 Penalty: 2825.059326
	Iteration 21Q: 3 clusters Score -296177.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -296194.562500 Penalty: 2825.059326
	Iteration 22Q: 3 clusters Score -296194.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -296210.625000 Penalty: 2825.059326
	Iteration 23Q: 3 clusters Score -296210.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -296226.781250 Penalty: 2825.059326
	Iteration 24Q: 3 clusters Score -296226.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -296235.375000 Penalty: 2825.059326
	Iteration 25Q: 3 clusters Score -296235.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -296240.687500 Penalty: 2825.059326
	Iteration 26Q: 3 clusters Score -296240.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -296246.906250 Penalty: 2825.059326
	Iteration 27Q: 3 clusters Score -296246.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -296255.062500 Penalty: 2825.059326
	Iteration 28Q: 3 clusters Score -296255.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -296261.656250 Penalty: 2825.059326
	Iteration 29Q: 3 clusters Score -296261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -296268.968750 Penalty: 2825.059326
	Iteration 30Q: 3 clusters Score -296269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -296274.000000 Penalty: 2825.059326
	Iteration 31Q: 3 clusters Score -296274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -296277.468750 Penalty: 2825.059326
	Iteration 32Q: 3 clusters Score -296277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -296279.500000 Penalty: 2825.059326
	Iteration 33Q: 3 clusters Score -296279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -296282.343750 Penalty: 2825.059326
	Iteration 34Q: 3 clusters Score -296282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -296284.281250 Penalty: 2825.059326
	Iteration 35Q: 3 clusters Score -296284.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -296285.000000 Penalty: 2825.059326
	Iteration 36Q: 3 clusters Score -296285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -296286.906250 Penalty: 2825.059326
	Iteration 37Q: 3 clusters Score -296286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -296288.656250 Penalty: 2825.059326
	Iteration 38Q: 3 clusters Score -296288.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -296288.656250 Penalty: 2825.059326
	Iteration 39F: 3 clusters Score -296288.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Entering Unmasked Estep 
Score: -664586.750000 Penalty: 1554.233276
	Iteration 0F: 2 clusters Score -664586.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -654669.062500 Penalty: 3108.466553
	Iteration 0F: 3 clusters Score -654669.1 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -658065.250000 Penalty: 3108.466553
	Iteration 1F: 3 clusters Score -658065.2 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -658392.937500 Penalty: 3108.466553
	Iteration 2F: 3 clusters Score -658392.9 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -658668.312500 Penalty: 3108.466553
	Iteration 3Q: 3 clusters Score -658668.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -658936.250000 Penalty: 3108.466553
	Iteration 4Q: 3 clusters Score -658936.2 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -659218.875000 Penalty: 3108.466553
	Iteration 5Q: 3 clusters Score -659218.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -659500.937500 Penalty: 3108.466553
	Iteration 6Q: 3 clusters Score -659500.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -659801.687500 Penalty: 3108.466553
	Iteration 7Q: 3 clusters Score -659801.7 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -660143.375000 Penalty: 3108.466553
	Iteration 8Q: 3 clusters Score -660143.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -660514.875000 Penalty: 3108.466553
	Iteration 9Q: 3 clusters Score -660514.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -660887.812500 Penalty: 3108.466553
	Iteration 10Q: 3 clusters Score -660887.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -661249.500000 Penalty: 3108.466553
	Iteration 11Q: 3 clusters Score -661249.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -661628.875000 Penalty: 3108.466553
	Iteration 12Q: 3 clusters Score -661628.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -661939.187500 Penalty: 3108.466553
	Iteration 13Q: 3 clusters Score -661939.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -662215.750000 Penalty: 3108.466553
	Iteration 14Q: 3 clusters Score -662215.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -662494.125000 Penalty: 3108.466553
	Iteration 15Q: 3 clusters Score -662494.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -662770.562500 Penalty: 3108.466553
	Iteration 16Q: 3 clusters Score -662770.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -663041.937500 Penalty: 3108.466553
	Iteration 17Q: 3 clusters Score -663041.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -663259.687500 Penalty: 3108.466553
	Iteration 18Q: 3 clusters Score -663259.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -663425.625000 Penalty: 3108.466553
	Iteration 19Q: 3 clusters Score -663425.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -663522.812500 Penalty: 3108.466553
	Iteration 20F: 3 clusters Score -663522.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -663586.000000 Penalty: 3108.466553
	Iteration 21Q: 3 clusters Score -663586 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -663630.000000 Penalty: 3108.466553
	Iteration 22Q: 3 clusters Score -663630 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -663662.687500 Penalty: 3108.466553
	Iteration 23Q: 3 clusters Score -663662.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -663688.687500 Penalty: 3108.466553
	Iteration 24Q: 3 clusters Score -663688.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -663705.375000 Penalty: 3108.466553
	Iteration 25Q: 3 clusters Score -663705.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -663718.875000 Penalty: 3108.466553
	Iteration 26Q: 3 clusters Score -663718.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -663726.250000 Penalty: 3108.466553
	Iteration 27Q: 3 clusters Score -663726.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -663733.312500 Penalty: 3108.466553
	Iteration 28Q: 3 clusters Score -663733.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -663744.812500 Penalty: 3108.466553
	Iteration 29Q: 3 clusters Score -663744.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -663759.250000 Penalty: 3108.466553
	Iteration 30Q: 3 clusters Score -663759.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -663767.562500 Penalty: 3108.466553
	Iteration 31Q: 3 clusters Score -663767.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -663778.750000 Penalty: 3108.466553
	Iteration 32Q: 3 clusters Score -663778.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -663786.000000 Penalty: 3108.466553
	Iteration 33Q: 3 clusters Score -663786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -663795.250000 Penalty: 3108.466553
	Iteration 34Q: 3 clusters Score -663795.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -663804.187500 Penalty: 3108.466553
	Iteration 35Q: 3 clusters Score -663804.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -663810.000000 Penalty: 3108.466553
	Iteration 36Q: 3 clusters Score -663810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -663815.562500 Penalty: 3108.466553
	Iteration 37Q: 3 clusters Score -663815.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -663819.062500 Penalty: 3108.466553
	Iteration 38Q: 3 clusters Score -663819.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -663820.250000 Penalty: 3108.466553
	Iteration 39Q: 3 clusters Score -663820.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -663822.687500 Penalty: 3108.466553
	Iteration 40F: 3 clusters Score -663822.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -663826.125000 Penalty: 3108.466553
	Iteration 41Q: 3 clusters Score -663826.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -663827.062500 Penalty: 3108.466553
	Iteration 42Q: 3 clusters Score -663827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -663829.250000 Penalty: 3108.466553
	Iteration 43Q: 3 clusters Score -663829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -663834.000000 Penalty: 3108.466553
	Iteration 44Q: 3 clusters Score -663834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -663837.437500 Penalty: 3108.466553
	Iteration 45Q: 3 clusters Score -663837.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -663840.500000 Penalty: 3108.466553
	Iteration 46Q: 3 clusters Score -663840.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -663844.062500 Penalty: 3108.466553
	Iteration 47Q: 3 clusters Score -663844.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -663845.937500 Penalty: 3108.466553
	Iteration 48Q: 3 clusters Score -663845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -663847.750000 Penalty: 3108.466553
	Iteration 49Q: 3 clusters Score -663847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -663847.500000 Penalty: 3108.466553
	Iteration 50Q: 3 clusters Score -663847.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -663844.625000 Penalty: 3108.466553
	Iteration 51Q: 3 clusters Score -663844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -663846.687500 Penalty: 3108.466553
	Iteration 52Q: 3 clusters Score -663846.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -663849.000000 Penalty: 3108.466553
	Iteration 53Q: 3 clusters Score -663849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -663852.000000 Penalty: 3108.466553
	Iteration 54Q: 3 clusters Score -663852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -663853.312500 Penalty: 3108.466553
	Iteration 55Q: 3 clusters Score -663853.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -663852.000000 Penalty: 3108.466553
	Iteration 56Q: 3 clusters Score -663852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -663852.562500 Penalty: 3108.466553
	Iteration 57Q: 3 clusters Score -663852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -663853.687500 Penalty: 3108.466553
	Iteration 58Q: 3 clusters Score -663853.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -663857.687500 Penalty: 3108.466553
	Iteration 59Q: 3 clusters Score -663857.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -663858.812500 Penalty: 3108.466553
	Iteration 60F: 3 clusters Score -663858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -663862.375000 Penalty: 3108.466553
	Iteration 61Q: 3 clusters Score -663862.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -663863.187500 Penalty: 3108.466553
	Iteration 62Q: 3 clusters Score -663863.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -663865.375000 Penalty: 3108.466553
	Iteration 63Q: 3 clusters Score -663865.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -663866.562500 Penalty: 3108.466553
	Iteration 64Q: 3 clusters Score -663866.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -663867.812500 Penalty: 3108.466553
	Iteration 65Q: 3 clusters Score -663867.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -663869.000000 Penalty: 3108.466553
	Iteration 66Q: 3 clusters Score -663869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -663870.312500 Penalty: 3108.466553
	Iteration 67Q: 3 clusters Score -663870.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -663870.812500 Penalty: 3108.466553
	Iteration 68Q: 3 clusters Score -663870.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -663873.625000 Penalty: 3108.466553
	Iteration 69Q: 3 clusters Score -663873.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -663878.312500 Penalty: 3108.466553
	Iteration 70Q: 3 clusters Score -663878.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -663880.437500 Penalty: 3108.466553
	Iteration 71Q: 3 clusters Score -663880.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -663882.625000 Penalty: 3108.466553
	Iteration 72Q: 3 clusters Score -663882.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -663888.062500 Penalty: 3108.466553
	Iteration 73Q: 3 clusters Score -663888.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -663895.125000 Penalty: 3108.466553
	Iteration 74Q: 3 clusters Score -663895.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -663898.437500 Penalty: 3108.466553
	Iteration 75Q: 3 clusters Score -663898.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -663904.750000 Penalty: 3108.466553
	Iteration 76Q: 3 clusters Score -663904.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -663907.000000 Penalty: 3108.466553
	Iteration 77Q: 3 clusters Score -663907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -663911.125000 Penalty: 3108.466553
	Iteration 78Q: 3 clusters Score -663911.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -663915.312500 Penalty: 3108.466553
	Iteration 79Q: 3 clusters Score -663915.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -663918.187500 Penalty: 3108.466553
	Iteration 80F: 3 clusters Score -663918.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -663921.875000 Penalty: 3108.466553
	Iteration 81Q: 3 clusters Score -663921.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -663926.500000 Penalty: 3108.466553
	Iteration 82Q: 3 clusters Score -663926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -663929.562500 Penalty: 3108.466553
	Iteration 83Q: 3 clusters Score -663929.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -663928.687500 Penalty: 3108.466553
	Iteration 84Q: 3 clusters Score -663928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -663929.687500 Penalty: 3108.466553
	Iteration 85Q: 3 clusters Score -663929.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -663929.937500 Penalty: 3108.466553
	Iteration 86Q: 3 clusters Score -663929.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -663929.312500 Penalty: 3108.466553
	Iteration 87Q: 3 clusters Score -663929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -663931.062500 Penalty: 3108.466553
	Iteration 88Q: 3 clusters Score -663931.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -663932.562500 Penalty: 3108.466553
	Iteration 89Q: 3 clusters Score -663932.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -663934.750000 Penalty: 3108.466553
	Iteration 90Q: 3 clusters Score -663934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -663937.562500 Penalty: 3108.466553
	Iteration 91Q: 3 clusters Score -663937.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -663940.312500 Penalty: 3108.466553
	Iteration 92Q: 3 clusters Score -663940.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -663940.812500 Penalty: 3108.466553
	Iteration 93Q: 3 clusters Score -663940.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -663941.500000 Penalty: 3108.466553
	Iteration 94Q: 3 clusters Score -663941.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -663942.000000 Penalty: 3108.466553
	Iteration 95Q: 3 clusters Score -663942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -663943.000000 Penalty: 3108.466553
	Iteration 96Q: 3 clusters Score -663943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -663946.125000 Penalty: 3108.466553
	Iteration 97Q: 3 clusters Score -663946.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -663947.062500 Penalty: 3108.466553
	Iteration 98Q: 3 clusters Score -663947.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -663949.875000 Penalty: 3108.466553
	Iteration 99Q: 3 clusters Score -663949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -663950.937500 Penalty: 3108.466553
	Iteration 100F: 3 clusters Score -663950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -663951.750000 Penalty: 3108.466553
	Iteration 101Q: 3 clusters Score -663951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -663951.812500 Penalty: 3108.466553
	Iteration 102Q: 3 clusters Score -663951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -663952.187500 Penalty: 3108.466553
	Iteration 103Q: 3 clusters Score -663952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -663952.187500 Penalty: 3108.466553
	Iteration 104Q: 3 clusters Score -663952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -663953.562500 Penalty: 3108.466553
	Iteration 105Q: 3 clusters Score -663953.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -663953.562500 Penalty: 3108.466553
	Iteration 106F: 3 clusters Score -663953.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Entering Unmasked Estep 
Score: -2270631.000000 Penalty: 1742.398438
	Iteration 0F: 2 clusters Score -2270631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2240451.000000 Penalty: 3484.796875
	Iteration 0F: 3 clusters Score -2240451 nChanged 21155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2251998.000000 Penalty: 3484.796875
	Iteration 1F: 3 clusters Score -2251998 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2252381.250000 Penalty: 3484.796875
	Iteration 2Q: 3 clusters Score -2252381 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2252735.750000 Penalty: 3484.796875
	Iteration 3Q: 3 clusters Score -2252736 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2253091.250000 Penalty: 3484.796875
	Iteration 4Q: 3 clusters Score -2253091 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2253479.250000 Penalty: 3484.796875
	Iteration 5Q: 3 clusters Score -2253479 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2254025.000000 Penalty: 3484.796875
	Iteration 6Q: 3 clusters Score -2254025 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2254711.500000 Penalty: 3484.796875
	Iteration 7Q: 3 clusters Score -2254712 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2255611.250000 Penalty: 3484.796875
	Iteration 8Q: 3 clusters Score -2255611 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2256726.500000 Penalty: 3484.796875
	Iteration 9Q: 3 clusters Score -2256726 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2257976.750000 Penalty: 3484.796875
	Iteration 10Q: 3 clusters Score -2257977 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2259436.750000 Penalty: 3484.796875
	Iteration 11F: 3 clusters Score -2259437 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2260907.500000 Penalty: 3484.796875
	Iteration 12F: 3 clusters Score -2260908 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2262211.750000 Penalty: 3484.796875
	Iteration 13Q: 3 clusters Score -2262212 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -2263168.250000 Penalty: 3484.796875
	Iteration 14Q: 3 clusters Score -2263168 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2263913.250000 Penalty: 3484.796875
	Iteration 15Q: 3 clusters Score -2263913 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2264598.000000 Penalty: 3484.796875
	Iteration 16Q: 3 clusters Score -2264598 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2265244.750000 Penalty: 3484.796875
	Iteration 17Q: 3 clusters Score -2265245 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2265882.500000 Penalty: 3484.796875
	Iteration 18Q: 3 clusters Score -2265882 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2266456.000000 Penalty: 3484.796875
	Iteration 19Q: 3 clusters Score -2266456 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2266940.250000 Penalty: 3484.796875
	Iteration 20F: 3 clusters Score -2266940 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2267377.500000 Penalty: 3484.796875
	Iteration 21Q: 3 clusters Score -2267378 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2267730.000000 Penalty: 3484.796875
	Iteration 22Q: 3 clusters Score -2267730 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2268038.750000 Penalty: 3484.796875
	Iteration 23Q: 3 clusters Score -2268039 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2268319.750000 Penalty: 3484.796875
	Iteration 24Q: 3 clusters Score -2268320 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2268560.500000 Penalty: 3484.796875
	Iteration 25Q: 3 clusters Score -2268560 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2268725.750000 Penalty: 3484.796875
	Iteration 26Q: 3 clusters Score -2268726 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2268851.250000 Penalty: 3484.796875
	Iteration 27Q: 3 clusters Score -2268851 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2268960.500000 Penalty: 3484.796875
	Iteration 28Q: 3 clusters Score -2268960 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2269028.750000 Penalty: 3484.796875
	Iteration 29Q: 3 clusters Score -2269029 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2269067.250000 Penalty: 3484.796875
	Iteration 30Q: 3 clusters Score -2269067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2269100.250000 Penalty: 3484.796875
	Iteration 31Q: 3 clusters Score -2269100 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2269117.000000 Penalty: 3484.796875
	Iteration 32Q: 3 clusters Score -2269117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2269132.250000 Penalty: 3484.796875
	Iteration 33Q: 3 clusters Score -2269132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2269148.000000 Penalty: 3484.796875
	Iteration 34Q: 3 clusters Score -2269148 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2269157.750000 Penalty: 3484.796875
	Iteration 35Q: 3 clusters Score -2269158 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2269176.750000 Penalty: 3484.796875
	Iteration 36Q: 3 clusters Score -2269177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2269183.500000 Penalty: 3484.796875
	Iteration 37Q: 3 clusters Score -2269184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2269196.250000 Penalty: 3484.796875
	Iteration 38Q: 3 clusters Score -2269196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2269203.750000 Penalty: 3484.796875
	Iteration 39Q: 3 clusters Score -2269204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2269213.000000 Penalty: 3484.796875
	Iteration 40F: 3 clusters Score -2269213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2269216.500000 Penalty: 3484.796875
	Iteration 41Q: 3 clusters Score -2269216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2269216.250000 Penalty: 3484.796875
	Iteration 42Q: 3 clusters Score -2269216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2269218.250000 Penalty: 3484.796875
	Iteration 43Q: 3 clusters Score -2269218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2269217.000000 Penalty: 3484.796875
	Iteration 44Q: 3 clusters Score -2269217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2269217.000000 Penalty: 3484.796875
	Iteration 45Q: 3 clusters Score -2269217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2269217.750000 Penalty: 3484.796875
	Iteration 46Q: 3 clusters Score -2269218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2269217.000000 Penalty: 3484.796875
	Iteration 47Q: 3 clusters Score -2269217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2269218.000000 Penalty: 3484.796875
	Iteration 48Q: 3 clusters Score -2269218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2269218.000000 Penalty: 3484.796875
	Iteration 49F: 3 clusters Score -2269218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Entering Unmasked Estep 
Score: -928629.312500 Penalty: 1601.238037
	Iteration 0F: 2 clusters Score -928629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -915659.625000 Penalty: 3202.476074
	Iteration 0F: 3 clusters Score -915659.6 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -920314.750000 Penalty: 3202.476074
	Iteration 1F: 3 clusters Score -920314.8 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -920613.875000 Penalty: 3202.476074
	Iteration 2Q: 3 clusters Score -920613.9 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -920899.062500 Penalty: 3202.476074
	Iteration 3Q: 3 clusters Score -920899.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -921208.000000 Penalty: 3202.476074
	Iteration 4Q: 3 clusters Score -921208 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -921525.500000 Penalty: 3202.476074
	Iteration 5Q: 3 clusters Score -921525.5 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -921880.125000 Penalty: 3202.476074
	Iteration 6Q: 3 clusters Score -921880.1 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -922302.375000 Penalty: 3202.476074
	Iteration 7Q: 3 clusters Score -922302.4 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -922829.500000 Penalty: 3202.476074
	Iteration 8Q: 3 clusters Score -922829.5 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -923447.187500 Penalty: 3202.476074
	Iteration 9Q: 3 clusters Score -923447.2 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -924052.812500 Penalty: 3202.476074
	Iteration 10Q: 3 clusters Score -924052.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -924478.937500 Penalty: 3202.476074
	Iteration 11Q: 3 clusters Score -924478.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -924705.562500 Penalty: 3202.476074
	Iteration 12Q: 3 clusters Score -924705.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -924820.375000 Penalty: 3202.476074
	Iteration 13Q: 3 clusters Score -924820.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -924879.125000 Penalty: 3202.476074
	Iteration 14Q: 3 clusters Score -924879.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -924904.437500 Penalty: 3202.476074
	Iteration 15Q: 3 clusters Score -924904.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -924926.625000 Penalty: 3202.476074
	Iteration 16Q: 3 clusters Score -924926.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -924942.875000 Penalty: 3202.476074
	Iteration 17Q: 3 clusters Score -924942.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -924953.812500 Penalty: 3202.476074
	Iteration 18Q: 3 clusters Score -924953.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -924968.812500 Penalty: 3202.476074
	Iteration 19Q: 3 clusters Score -924968.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -924978.375000 Penalty: 3202.476074
	Iteration 20F: 3 clusters Score -924978.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -924985.375000 Penalty: 3202.476074
	Iteration 21Q: 3 clusters Score -924985.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -924991.750000 Penalty: 3202.476074
	Iteration 22Q: 3 clusters Score -924991.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -925002.250000 Penalty: 3202.476074
	Iteration 23Q: 3 clusters Score -925002.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -925006.937500 Penalty: 3202.476074
	Iteration 24Q: 3 clusters Score -925006.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -925009.750000 Penalty: 3202.476074
	Iteration 25Q: 3 clusters Score -925009.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -925023.375000 Penalty: 3202.476074
	Iteration 26Q: 3 clusters Score -925023.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -925024.875000 Penalty: 3202.476074
	Iteration 27Q: 3 clusters Score -925024.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -925028.812500 Penalty: 3202.476074
	Iteration 28Q: 3 clusters Score -925028.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -925033.437500 Penalty: 3202.476074
	Iteration 29Q: 3 clusters Score -925033.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -925033.500000 Penalty: 3202.476074
	Iteration 30Q: 3 clusters Score -925033.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -925036.375000 Penalty: 3202.476074
	Iteration 31Q: 3 clusters Score -925036.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -925045.125000 Penalty: 3202.476074
	Iteration 32Q: 3 clusters Score -925045.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -925043.687500 Penalty: 3202.476074
	Iteration 33Q: 3 clusters Score -925043.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -925044.625000 Penalty: 3202.476074
	Iteration 34Q: 3 clusters Score -925044.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -925049.062500 Penalty: 3202.476074
	Iteration 35Q: 3 clusters Score -925049.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -925051.375000 Penalty: 3202.476074
	Iteration 36Q: 3 clusters Score -925051.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -925059.500000 Penalty: 3202.476074
	Iteration 37Q: 3 clusters Score -925059.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -925061.500000 Penalty: 3202.476074
	Iteration 38Q: 3 clusters Score -925061.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -925065.125000 Penalty: 3202.476074
	Iteration 39Q: 3 clusters Score -925065.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -925065.687500 Penalty: 3202.476074
	Iteration 40F: 3 clusters Score -925065.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -925070.875000 Penalty: 3202.476074
	Iteration 41Q: 3 clusters Score -925070.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -925074.062500 Penalty: 3202.476074
	Iteration 42Q: 3 clusters Score -925074.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -925076.812500 Penalty: 3202.476074
	Iteration 43Q: 3 clusters Score -925076.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -925082.000000 Penalty: 3202.476074
	Iteration 44Q: 3 clusters Score -925082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -925085.437500 Penalty: 3202.476074
	Iteration 45Q: 3 clusters Score -925085.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -925089.375000 Penalty: 3202.476074
	Iteration 46Q: 3 clusters Score -925089.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -925091.187500 Penalty: 3202.476074
	Iteration 47Q: 3 clusters Score -925091.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -925090.250000 Penalty: 3202.476074
	Iteration 48Q: 3 clusters Score -925090.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -925096.437500 Penalty: 3202.476074
	Iteration 49Q: 3 clusters Score -925096.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -925096.500000 Penalty: 3202.476074
	Iteration 50Q: 3 clusters Score -925096.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -925102.125000 Penalty: 3202.476074
	Iteration 51Q: 3 clusters Score -925102.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -925101.312500 Penalty: 3202.476074
	Iteration 52Q: 3 clusters Score -925101.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -925107.875000 Penalty: 3202.476074
	Iteration 53Q: 3 clusters Score -925107.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -925110.687500 Penalty: 3202.476074
	Iteration 54Q: 3 clusters Score -925110.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -925119.000000 Penalty: 3202.476074
	Iteration 55Q: 3 clusters Score -925119 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -925126.375000 Penalty: 3202.476074
	Iteration 56Q: 3 clusters Score -925126.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -925133.500000 Penalty: 3202.476074
	Iteration 57Q: 3 clusters Score -925133.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -925140.750000 Penalty: 3202.476074
	Iteration 58Q: 3 clusters Score -925140.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -925147.687500 Penalty: 3202.476074
	Iteration 59Q: 3 clusters Score -925147.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -925153.687500 Penalty: 3202.476074
	Iteration 60F: 3 clusters Score -925153.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -925161.125000 Penalty: 3202.476074
	Iteration 61Q: 3 clusters Score -925161.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -925163.312500 Penalty: 3202.476074
	Iteration 62Q: 3 clusters Score -925163.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -925165.625000 Penalty: 3202.476074
	Iteration 63Q: 3 clusters Score -925165.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -925172.625000 Penalty: 3202.476074
	Iteration 64Q: 3 clusters Score -925172.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -925174.562500 Penalty: 3202.476074
	Iteration 65Q: 3 clusters Score -925174.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -925178.562500 Penalty: 3202.476074
	Iteration 66Q: 3 clusters Score -925178.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -925177.937500 Penalty: 3202.476074
	Iteration 67Q: 3 clusters Score -925177.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -925181.125000 Penalty: 3202.476074
	Iteration 68Q: 3 clusters Score -925181.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -925183.250000 Penalty: 3202.476074
	Iteration 69Q: 3 clusters Score -925183.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -925192.750000 Penalty: 3202.476074
	Iteration 70Q: 3 clusters Score -925192.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -925193.250000 Penalty: 3202.476074
	Iteration 71Q: 3 clusters Score -925193.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -925198.625000 Penalty: 3202.476074
	Iteration 72Q: 3 clusters Score -925198.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -925202.687500 Penalty: 3202.476074
	Iteration 73Q: 3 clusters Score -925202.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -925208.500000 Penalty: 3202.476074
	Iteration 74Q: 3 clusters Score -925208.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -925213.937500 Penalty: 3202.476074
	Iteration 75Q: 3 clusters Score -925213.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -925220.625000 Penalty: 3202.476074
	Iteration 76Q: 3 clusters Score -925220.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -925225.937500 Penalty: 3202.476074
	Iteration 77Q: 3 clusters Score -925225.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -925234.062500 Penalty: 3202.476074
	Iteration 78Q: 3 clusters Score -925234.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -925238.562500 Penalty: 3202.476074
	Iteration 79Q: 3 clusters Score -925238.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -925247.937500 Penalty: 3202.476074
	Iteration 80F: 3 clusters Score -925247.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -925255.000000 Penalty: 3202.476074
	Iteration 81Q: 3 clusters Score -925255 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -925259.375000 Penalty: 3202.476074
	Iteration 82Q: 3 clusters Score -925259.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -925270.000000 Penalty: 3202.476074
	Iteration 83Q: 3 clusters Score -925270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -925277.250000 Penalty: 3202.476074
	Iteration 84Q: 3 clusters Score -925277.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -925286.687500 Penalty: 3202.476074
	Iteration 85Q: 3 clusters Score -925286.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -925298.062500 Penalty: 3202.476074
	Iteration 86Q: 3 clusters Score -925298.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -925307.562500 Penalty: 3202.476074
	Iteration 87Q: 3 clusters Score -925307.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -925318.312500 Penalty: 3202.476074
	Iteration 88Q: 3 clusters Score -925318.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -925331.562500 Penalty: 3202.476074
	Iteration 89Q: 3 clusters Score -925331.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -925344.250000 Penalty: 3202.476074
	Iteration 90Q: 3 clusters Score -925344.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -925355.375000 Penalty: 3202.476074
	Iteration 91Q: 3 clusters Score -925355.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -925370.750000 Penalty: 3202.476074
	Iteration 92Q: 3 clusters Score -925370.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -925386.875000 Penalty: 3202.476074
	Iteration 93Q: 3 clusters Score -925386.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -925404.000000 Penalty: 3202.476074
	Iteration 94Q: 3 clusters Score -925404 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -925428.625000 Penalty: 3202.476074
	Iteration 95Q: 3 clusters Score -925428.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -925446.125000 Penalty: 3202.476074
	Iteration 96Q: 3 clusters Score -925446.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -925464.062500 Penalty: 3202.476074
	Iteration 97Q: 3 clusters Score -925464.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -925489.500000 Penalty: 3202.476074
	Iteration 98Q: 3 clusters Score -925489.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -925512.500000 Penalty: 3202.476074
	Iteration 99Q: 3 clusters Score -925512.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -925538.062500 Penalty: 3202.476074
	Iteration 100F: 3 clusters Score -925538.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -925567.562500 Penalty: 3202.476074
	Iteration 101Q: 3 clusters Score -925567.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -925594.187500 Penalty: 3202.476074
	Iteration 102Q: 3 clusters Score -925594.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -925616.375000 Penalty: 3202.476074
	Iteration 103Q: 3 clusters Score -925616.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -925641.500000 Penalty: 3202.476074
	Iteration 104Q: 3 clusters Score -925641.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -925667.062500 Penalty: 3202.476074
	Iteration 105Q: 3 clusters Score -925667.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -925704.875000 Penalty: 3202.476074
	Iteration 106Q: 3 clusters Score -925704.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -925738.312500 Penalty: 3202.476074
	Iteration 107Q: 3 clusters Score -925738.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -925770.187500 Penalty: 3202.476074
	Iteration 108Q: 3 clusters Score -925770.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -925797.125000 Penalty: 3202.476074
	Iteration 109Q: 3 clusters Score -925797.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -925831.687500 Penalty: 3202.476074
	Iteration 110Q: 3 clusters Score -925831.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -925862.062500 Penalty: 3202.476074
	Iteration 111Q: 3 clusters Score -925862.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -925894.125000 Penalty: 3202.476074
	Iteration 112Q: 3 clusters Score -925894.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -925931.937500 Penalty: 3202.476074
	Iteration 113Q: 3 clusters Score -925931.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -925962.937500 Penalty: 3202.476074
	Iteration 114Q: 3 clusters Score -925962.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -926002.625000 Penalty: 3202.476074
	Iteration 115Q: 3 clusters Score -926002.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -926055.750000 Penalty: 3202.476074
	Iteration 116Q: 3 clusters Score -926055.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -926121.687500 Penalty: 3202.476074
	Iteration 117Q: 3 clusters Score -926121.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -926199.375000 Penalty: 3202.476074
	Iteration 118Q: 3 clusters Score -926199.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -926274.562500 Penalty: 3202.476074
	Iteration 119Q: 3 clusters Score -926274.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -926350.250000 Penalty: 3202.476074
	Iteration 120F: 3 clusters Score -926350.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -926448.437500 Penalty: 3202.476074
	Iteration 121Q: 3 clusters Score -926448.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -926547.437500 Penalty: 3202.476074
	Iteration 122Q: 3 clusters Score -926547.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -926640.375000 Penalty: 3202.476074
	Iteration 123Q: 3 clusters Score -926640.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -926727.125000 Penalty: 3202.476074
	Iteration 124Q: 3 clusters Score -926727.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -926791.000000 Penalty: 3202.476074
	Iteration 125Q: 3 clusters Score -926791 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -926852.250000 Penalty: 3202.476074
	Iteration 126Q: 3 clusters Score -926852.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -926917.250000 Penalty: 3202.476074
	Iteration 127Q: 3 clusters Score -926917.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -926979.125000 Penalty: 3202.476074
	Iteration 128Q: 3 clusters Score -926979.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -927040.250000 Penalty: 3202.476074
	Iteration 129Q: 3 clusters Score -927040.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -927082.812500 Penalty: 3202.476074
	Iteration 130Q: 3 clusters Score -927082.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -927122.562500 Penalty: 3202.476074
	Iteration 131Q: 3 clusters Score -927122.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -927158.687500 Penalty: 3202.476074
	Iteration 132Q: 3 clusters Score -927158.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -927171.500000 Penalty: 3202.476074
	Iteration 133Q: 3 clusters Score -927171.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -927180.500000 Penalty: 3202.476074
	Iteration 134Q: 3 clusters Score -927180.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -927192.937500 Penalty: 3202.476074
	Iteration 135Q: 3 clusters Score -927192.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -927204.125000 Penalty: 3202.476074
	Iteration 136Q: 3 clusters Score -927204.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -927214.625000 Penalty: 3202.476074
	Iteration 137Q: 3 clusters Score -927214.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -927228.062500 Penalty: 3202.476074
	Iteration 138Q: 3 clusters Score -927228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -927231.437500 Penalty: 3202.476074
	Iteration 139Q: 3 clusters Score -927231.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -927235.125000 Penalty: 3202.476074
	Iteration 140F: 3 clusters Score -927235.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -927240.375000 Penalty: 3202.476074
	Iteration 141Q: 3 clusters Score -927240.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -927244.437500 Penalty: 3202.476074
	Iteration 142Q: 3 clusters Score -927244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -927249.062500 Penalty: 3202.476074
	Iteration 143Q: 3 clusters Score -927249.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -927250.187500 Penalty: 3202.476074
	Iteration 144Q: 3 clusters Score -927250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -927253.750000 Penalty: 3202.476074
	Iteration 145Q: 3 clusters Score -927253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -927253.687500 Penalty: 3202.476074
	Iteration 146Q: 3 clusters Score -927253.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -927253.937500 Penalty: 3202.476074
	Iteration 147Q: 3 clusters Score -927253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -927254.375000 Penalty: 3202.476074
	Iteration 148Q: 3 clusters Score -927254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -927254.937500 Penalty: 3202.476074
	Iteration 149Q: 3 clusters Score -927254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -927258.375000 Penalty: 3202.476074
	Iteration 150Q: 3 clusters Score -927258.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -927259.187500 Penalty: 3202.476074
	Iteration 151Q: 3 clusters Score -927259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -927259.187500 Penalty: 3202.476074
	Iteration 152F: 3 clusters Score -927259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Entering Unmasked Estep 
Score: -363379.781250 Penalty: 1439.299927
	Iteration 0F: 2 clusters Score -363379.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -358202.500000 Penalty: 2878.599854
	Iteration 0F: 3 clusters Score -358202.5 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -359699.468750 Penalty: 2878.599854
	Iteration 1F: 3 clusters Score -359699.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -359869.937500 Penalty: 2878.599854
	Iteration 2F: 3 clusters Score -359869.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -360010.125000 Penalty: 2878.599854
	Iteration 3Q: 3 clusters Score -360010.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -360123.312500 Penalty: 2878.599854
	Iteration 4Q: 3 clusters Score -360123.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -360252.156250 Penalty: 2878.599854
	Iteration 5Q: 3 clusters Score -360252.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -360404.781250 Penalty: 2878.599854
	Iteration 6Q: 3 clusters Score -360404.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -360595.281250 Penalty: 2878.599854
	Iteration 7Q: 3 clusters Score -360595.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -360820.781250 Penalty: 2878.599854
	Iteration 8Q: 3 clusters Score -360820.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -361033.875000 Penalty: 2878.599854
	Iteration 9Q: 3 clusters Score -361033.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -361265.406250 Penalty: 2878.599854
	Iteration 10Q: 3 clusters Score -361265.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -361504.812500 Penalty: 2878.599854
	Iteration 11Q: 3 clusters Score -361504.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -361710.062500 Penalty: 2878.599854
	Iteration 12Q: 3 clusters Score -361710.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -361871.625000 Penalty: 2878.599854
	Iteration 13Q: 3 clusters Score -361871.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -361986.062500 Penalty: 2878.599854
	Iteration 14Q: 3 clusters Score -361986.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -362053.250000 Penalty: 2878.599854
	Iteration 15Q: 3 clusters Score -362053.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -362095.687500 Penalty: 2878.599854
	Iteration 16Q: 3 clusters Score -362095.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -362137.031250 Penalty: 2878.599854
	Iteration 17Q: 3 clusters Score -362137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -362169.093750 Penalty: 2878.599854
	Iteration 18Q: 3 clusters Score -362169.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -362203.250000 Penalty: 2878.599854
	Iteration 19Q: 3 clusters Score -362203.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -362229.125000 Penalty: 2878.599854
	Iteration 20F: 3 clusters Score -362229.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -362250.406250 Penalty: 2878.599854
	Iteration 21Q: 3 clusters Score -362250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -362263.906250 Penalty: 2878.599854
	Iteration 22Q: 3 clusters Score -362263.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -362273.718750 Penalty: 2878.599854
	Iteration 23Q: 3 clusters Score -362273.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -362283.687500 Penalty: 2878.599854
	Iteration 24Q: 3 clusters Score -362283.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -362291.562500 Penalty: 2878.599854
	Iteration 25Q: 3 clusters Score -362291.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -362301.062500 Penalty: 2878.599854
	Iteration 26Q: 3 clusters Score -362301.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -362308.187500 Penalty: 2878.599854
	Iteration 27Q: 3 clusters Score -362308.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -362315.093750 Penalty: 2878.599854
	Iteration 28Q: 3 clusters Score -362315.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -362315.718750 Penalty: 2878.599854
	Iteration 29Q: 3 clusters Score -362315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -362317.531250 Penalty: 2878.599854
	Iteration 30Q: 3 clusters Score -362317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -362318.187500 Penalty: 2878.599854
	Iteration 31Q: 3 clusters Score -362318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -362318.187500 Penalty: 2878.599854
	Iteration 32F: 3 clusters Score -362318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Entering Unmasked Estep 
Score: -2783576.000000 Penalty: 1777.212036
	Iteration 0F: 2 clusters Score -2783576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -2745876.250000 Penalty: 3554.424072
	Iteration 0F: 3 clusters Score -2745876 nChanged 26514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -2761016.250000 Penalty: 3554.424072
	Iteration 1F: 3 clusters Score -2761016 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -2761749.000000 Penalty: 3554.424072
	Iteration 2Q: 3 clusters Score -2761749 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -2762684.500000 Penalty: 3554.424072
	Iteration 3Q: 3 clusters Score -2762684 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -2763818.500000 Penalty: 3554.424072
	Iteration 4Q: 3 clusters Score -2763818 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -2765132.500000 Penalty: 3554.424072
	Iteration 5F: 3 clusters Score -2765132 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -2766680.500000 Penalty: 3554.424072
	Iteration 6F: 3 clusters Score -2766680 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -2768512.500000 Penalty: 3554.424072
	Iteration 7F: 3 clusters Score -2768512 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -2770550.500000 Penalty: 3554.424072
	Iteration 8F: 3 clusters Score -2770550 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -2772701.000000 Penalty: 3554.424072
	Iteration 9F: 3 clusters Score -2772701 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -2774983.500000 Penalty: 3554.424072
	Iteration 10F: 3 clusters Score -2774984 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -2777104.250000 Penalty: 3554.424072
	Iteration 11Q: 3 clusters Score -2777104 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -2778920.250000 Penalty: 3554.424072
	Iteration 12Q: 3 clusters Score -2778920 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -2780152.500000 Penalty: 3554.424072
	Iteration 13Q: 3 clusters Score -2780152 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -2781003.000000 Penalty: 3554.424072
	Iteration 14Q: 3 clusters Score -2781003 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -2781529.500000 Penalty: 3554.424072
	Iteration 15Q: 3 clusters Score -2781530 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -2781910.750000 Penalty: 3554.424072
	Iteration 16Q: 3 clusters Score -2781911 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -2782189.750000 Penalty: 3554.424072
	Iteration 17Q: 3 clusters Score -2782190 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -2782390.500000 Penalty: 3554.424072
	Iteration 18Q: 3 clusters Score -2782390 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -2782491.750000 Penalty: 3554.424072
	Iteration 19Q: 3 clusters Score -2782492 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -2782592.000000 Penalty: 3554.424072
	Iteration 20F: 3 clusters Score -2782592 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -2782664.000000 Penalty: 3554.424072
	Iteration 21Q: 3 clusters Score -2782664 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -2782721.250000 Penalty: 3554.424072
	Iteration 22Q: 3 clusters Score -2782721 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -2782777.500000 Penalty: 3554.424072
	Iteration 23Q: 3 clusters Score -2782778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -2782799.250000 Penalty: 3554.424072
	Iteration 24Q: 3 clusters Score -2782799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -2782819.000000 Penalty: 3554.424072
	Iteration 25Q: 3 clusters Score -2782819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -2782836.250000 Penalty: 3554.424072
	Iteration 26Q: 3 clusters Score -2782836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -2782841.500000 Penalty: 3554.424072
	Iteration 27Q: 3 clusters Score -2782842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -2782850.000000 Penalty: 3554.424072
	Iteration 28Q: 3 clusters Score -2782850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -2782854.250000 Penalty: 3554.424072
	Iteration 29Q: 3 clusters Score -2782854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -2782859.000000 Penalty: 3554.424072
	Iteration 30Q: 3 clusters Score -2782859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -2782864.250000 Penalty: 3554.424072
	Iteration 31Q: 3 clusters Score -2782864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -2782871.750000 Penalty: 3554.424072
	Iteration 32Q: 3 clusters Score -2782872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -2782873.000000 Penalty: 3554.424072
	Iteration 33Q: 3 clusters Score -2782873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -2782868.250000 Penalty: 3554.424072
	Iteration 34Q: 3 clusters Score -2782868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -2782870.500000 Penalty: 3554.424072
	Iteration 35Q: 3 clusters Score -2782870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -2782867.250000 Penalty: 3554.424072
	Iteration 36Q: 3 clusters Score -2782867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -2782873.250000 Penalty: 3554.424072
	Iteration 37Q: 3 clusters Score -2782873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -2782869.000000 Penalty: 3554.424072
	Iteration 38Q: 3 clusters Score -2782869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -2782872.750000 Penalty: 3554.424072
	Iteration 39Q: 3 clusters Score -2782873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -2782871.000000 Penalty: 3554.424072
	Iteration 40F: 3 clusters Score -2782871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -2782870.750000 Penalty: 3554.424072
	Iteration 41Q: 3 clusters Score -2782871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -2782869.500000 Penalty: 3554.424072
	Iteration 42Q: 3 clusters Score -2782870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -2782869.000000 Penalty: 3554.424072
	Iteration 43Q: 3 clusters Score -2782869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -2782870.500000 Penalty: 3554.424072
	Iteration 44Q: 3 clusters Score -2782870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -2782868.500000 Penalty: 3554.424072
	Iteration 45Q: 3 clusters Score -2782868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -2782871.250000 Penalty: 3554.424072
	Iteration 46Q: 3 clusters Score -2782871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -2782871.000000 Penalty: 3554.424072
	Iteration 47Q: 3 clusters Score -2782871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -2782871.000000 Penalty: 3554.424072
	Iteration 48F: 3 clusters Score -2782871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -69591.054688 Penalty: 1181.312744
	Iteration 0F: 2 clusters Score -69591.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -67839.265625 Penalty: 2362.625488
	Iteration 0F: 3 clusters Score -67839.27 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -68204.765625 Penalty: 2362.625488
	Iteration 1F: 3 clusters Score -68204.77 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -68320.570312 Penalty: 2362.625488
	Iteration 2F: 3 clusters Score -68320.57 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -68401.804688 Penalty: 2362.625488
	Iteration 3F: 3 clusters Score -68401.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -68462.265625 Penalty: 2362.625488
	Iteration 4Q: 3 clusters Score -68462.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -68515.031250 Penalty: 2362.625488
	Iteration 5Q: 3 clusters Score -68515.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -68544.421875 Penalty: 2362.625488
	Iteration 6Q: 3 clusters Score -68544.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -68563.914062 Penalty: 2362.625488
	Iteration 7Q: 3 clusters Score -68563.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -68591.531250 Penalty: 2362.625488
	Iteration 8Q: 3 clusters Score -68591.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -68623.132812 Penalty: 2362.625488
	Iteration 9Q: 3 clusters Score -68623.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -68650.984375 Penalty: 2362.625488
	Iteration 10Q: 3 clusters Score -68650.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68683.390625 Penalty: 2362.625488
	Iteration 11Q: 3 clusters Score -68683.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -68720.609375 Penalty: 2362.625488
	Iteration 12Q: 3 clusters Score -68720.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -68761.632812 Penalty: 2362.625488
	Iteration 13Q: 3 clusters Score -68761.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -68824.109375 Penalty: 2362.625488
	Iteration 14Q: 3 clusters Score -68824.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -68872.148438 Penalty: 2362.625488
	Iteration 15Q: 3 clusters Score -68872.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -68939.570312 Penalty: 2362.625488
	Iteration 16Q: 3 clusters Score -68939.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -68991.656250 Penalty: 2362.625488
	Iteration 17Q: 3 clusters Score -68991.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -69070.773438 Penalty: 2362.625488
	Iteration 18Q: 3 clusters Score -69070.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -69139.601562 Penalty: 2362.625488
	Iteration 19Q: 3 clusters Score -69139.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -69175.687500 Penalty: 2362.625488
	Iteration 20F: 3 clusters Score -69175.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -69195.937500 Penalty: 2362.625488
	Iteration 21Q: 3 clusters Score -69195.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69212.539062 Penalty: 2362.625488
	Iteration 22Q: 3 clusters Score -69212.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -69222.062500 Penalty: 2362.625488
	Iteration 23Q: 3 clusters Score -69222.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69229.445312 Penalty: 2362.625488
	Iteration 24Q: 3 clusters Score -69229.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -69235.078125 Penalty: 2362.625488
	Iteration 25Q: 3 clusters Score -69235.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -69246.710938 Penalty: 2362.625488
	Iteration 26Q: 3 clusters Score -69246.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -69260.828125 Penalty: 2362.625488
	Iteration 27Q: 3 clusters Score -69260.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -69269.281250 Penalty: 2362.625488
	Iteration 28Q: 3 clusters Score -69269.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -69271.265625 Penalty: 2362.625488
	Iteration 29Q: 3 clusters Score -69271.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -69274.171875 Penalty: 2362.625488
	Iteration 30Q: 3 clusters Score -69274.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69277.375000 Penalty: 2362.625488
	Iteration 31Q: 3 clusters Score -69277.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69277.375000 Penalty: 2362.625488
	Iteration 32F: 3 clusters Score -69277.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (363276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363276 members 
Entering Unmasked Estep 
Score: -18162260.000000 Penalty: 2080.474365
	Iteration 0F: 2 clusters Score -1.816226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181534 members 
Mstep: Class 2 contains 181742 members 
Entering Unmasked Estep 
Score: -17916110.000000 Penalty: 4160.948730
	Iteration 0F: 3 clusters Score -1.791611e+07 nChanged 177344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181026 members 
Mstep: Class 2 contains 182250 members 
Entering Unmasked Estep 
Score: -18023368.000000 Penalty: 4160.948730
	Iteration 1F: 3 clusters Score -1.802337e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181097 members 
Mstep: Class 2 contains 182179 members 
Entering Unmasked Estep 
Score: -18025658.000000 Penalty: 4160.948730
	Iteration 2Q: 3 clusters Score -1.802566e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180856 members 
Mstep: Class 2 contains 182420 members 
Entering Unmasked Estep 
Score: -18029262.000000 Penalty: 4160.948730
	Iteration 3Q: 3 clusters Score -1.802926e+07 nChanged 13422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179986 members 
Mstep: Class 2 contains 183290 members 
Entering Unmasked Estep 
Score: -18033854.000000 Penalty: 4160.948730
	Iteration 4Q: 3 clusters Score -1.803385e+07 nChanged 15675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177723 members 
Mstep: Class 2 contains 185553 members 
Entering Unmasked Estep 
Score: -18040346.000000 Penalty: 4160.948730
	Iteration 5Q: 3 clusters Score -1.804035e+07 nChanged 17831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173334 members 
Mstep: Class 2 contains 189942 members 
Entering Unmasked Estep 
Score: -18049506.000000 Penalty: 4160.948730
	Iteration 6Q: 3 clusters Score -1.804951e+07 nChanged 20640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 197428 members 
Entering Unmasked Estep 
Score: -18062150.000000 Penalty: 4160.948730
	Iteration 7F: 3 clusters Score -1.806215e+07 nChanged 23331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155035 members 
Mstep: Class 2 contains 208241 members 
Entering Unmasked Estep 
Score: -18080284.000000 Penalty: 4160.948730
	Iteration 8F: 3 clusters Score -1.808028e+07 nChanged 24403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142884 members 
Mstep: Class 2 contains 220392 members 
Entering Unmasked Estep 
Score: -18100984.000000 Penalty: 4160.948730
	Iteration 9F: 3 clusters Score -1.810098e+07 nChanged 21231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132325 members 
Mstep: Class 2 contains 230951 members 
Entering Unmasked Estep 
Score: -18116348.000000 Penalty: 4160.948730
	Iteration 10F: 3 clusters Score -1.811635e+07 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124504 members 
Mstep: Class 2 contains 238772 members 
Entering Unmasked Estep 
Score: -18124270.000000 Penalty: 4160.948730
	Iteration 11Q: 3 clusters Score -1.812427e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118261 members 
Mstep: Class 2 contains 245015 members 
Entering Unmasked Estep 
Score: -18128804.000000 Penalty: 4160.948730
	Iteration 12Q: 3 clusters Score -1.81288e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112770 members 
Mstep: Class 2 contains 250506 members 
Entering Unmasked Estep 
Score: -18132154.000000 Penalty: 4160.948730
	Iteration 13Q: 3 clusters Score -1.813215e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107976 members 
Mstep: Class 2 contains 255300 members 
Entering Unmasked Estep 
Score: -18134526.000000 Penalty: 4160.948730
	Iteration 14Q: 3 clusters Score -1.813453e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103607 members 
Mstep: Class 2 contains 259669 members 
Entering Unmasked Estep 
Score: -18136402.000000 Penalty: 4160.948730
	Iteration 15Q: 3 clusters Score -1.81364e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Mstep: Class 2 contains 263481 members 
Entering Unmasked Estep 
Score: -18137758.000000 Penalty: 4160.948730
	Iteration 16Q: 3 clusters Score -1.813776e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96218 members 
Mstep: Class 2 contains 267058 members 
Entering Unmasked Estep 
Score: -18138716.000000 Penalty: 4160.948730
	Iteration 17Q: 3 clusters Score -1.813872e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92863 members 
Mstep: Class 2 contains 270413 members 
Entering Unmasked Estep 
Score: -18139534.000000 Penalty: 4160.948730
	Iteration 18Q: 3 clusters Score -1.813953e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 273638 members 
Entering Unmasked Estep 
Score: -18140260.000000 Penalty: 4160.948730
	Iteration 19Q: 3 clusters Score -1.814026e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 276652 members 
Entering Unmasked Estep 
Score: -18140782.000000 Penalty: 4160.948730
	Iteration 20F: 3 clusters Score -1.814078e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 279678 members 
Entering Unmasked Estep 
Score: -18141382.000000 Penalty: 4160.948730
	Iteration 21Q: 3 clusters Score -1.814138e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80616 members 
Mstep: Class 2 contains 282660 members 
Entering Unmasked Estep 
Score: -18142042.000000 Penalty: 4160.948730
	Iteration 22Q: 3 clusters Score -1.814204e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77685 members 
Mstep: Class 2 contains 285591 members 
Entering Unmasked Estep 
Score: -18142638.000000 Penalty: 4160.948730
	Iteration 23Q: 3 clusters Score -1.814264e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 288506 members 
Entering Unmasked Estep 
Score: -18143384.000000 Penalty: 4160.948730
	Iteration 24Q: 3 clusters Score -1.814338e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71893 members 
Mstep: Class 2 contains 291383 members 
Entering Unmasked Estep 
Score: -18144108.000000 Penalty: 4160.948730
	Iteration 25Q: 3 clusters Score -1.814411e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 294273 members 
Entering Unmasked Estep 
Score: -18144858.000000 Penalty: 4160.948730
	Iteration 26Q: 3 clusters Score -1.814486e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 297125 members 
Entering Unmasked Estep 
Score: -18145574.000000 Penalty: 4160.948730
	Iteration 27Q: 3 clusters Score -1.814557e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 299832 members 
Entering Unmasked Estep 
Score: -18146374.000000 Penalty: 4160.948730
	Iteration 28Q: 3 clusters Score -1.814637e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 302526 members 
Entering Unmasked Estep 
Score: -18146988.000000 Penalty: 4160.948730
	Iteration 29Q: 3 clusters Score -1.814699e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 305094 members 
Entering Unmasked Estep 
Score: -18147678.000000 Penalty: 4160.948730
	Iteration 30Q: 3 clusters Score -1.814768e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 307611 members 
Entering Unmasked Estep 
Score: -18148342.000000 Penalty: 4160.948730
	Iteration 31Q: 3 clusters Score -1.814834e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 310122 members 
Entering Unmasked Estep 
Score: -18148924.000000 Penalty: 4160.948730
	Iteration 32Q: 3 clusters Score -1.814892e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 312484 members 
Entering Unmasked Estep 
Score: -18149448.000000 Penalty: 4160.948730
	Iteration 33Q: 3 clusters Score -1.814945e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 314845 members 
Entering Unmasked Estep 
Score: -18149880.000000 Penalty: 4160.948730
	Iteration 34Q: 3 clusters Score -1.814988e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 317049 members 
Entering Unmasked Estep 
Score: -18150448.000000 Penalty: 4160.948730
	Iteration 35Q: 3 clusters Score -1.815045e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 319212 members 
Entering Unmasked Estep 
Score: -18150926.000000 Penalty: 4160.948730
	Iteration 36Q: 3 clusters Score -1.815093e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 321326 members 
Entering Unmasked Estep 
Score: -18151362.000000 Penalty: 4160.948730
	Iteration 37Q: 3 clusters Score -1.815136e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 323356 members 
Entering Unmasked Estep 
Score: -18151978.000000 Penalty: 4160.948730
	Iteration 38Q: 3 clusters Score -1.815198e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 325333 members 
Entering Unmasked Estep 
Score: -18152360.000000 Penalty: 4160.948730
	Iteration 39Q: 3 clusters Score -1.815236e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 327229 members 
Entering Unmasked Estep 
Score: -18152822.000000 Penalty: 4160.948730
	Iteration 40F: 3 clusters Score -1.815282e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 329061 members 
Entering Unmasked Estep 
Score: -18153312.000000 Penalty: 4160.948730
	Iteration 41Q: 3 clusters Score -1.815331e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 330829 members 
Entering Unmasked Estep 
Score: -18153630.000000 Penalty: 4160.948730
	Iteration 42Q: 3 clusters Score -1.815363e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 332601 members 
Entering Unmasked Estep 
Score: -18154128.000000 Penalty: 4160.948730
	Iteration 43Q: 3 clusters Score -1.815413e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 334402 members 
Entering Unmasked Estep 
Score: -18154540.000000 Penalty: 4160.948730
	Iteration 44Q: 3 clusters Score -1.815454e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 336134 members 
Entering Unmasked Estep 
Score: -18155040.000000 Penalty: 4160.948730
	Iteration 45Q: 3 clusters Score -1.815504e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 337816 members 
Entering Unmasked Estep 
Score: -18155558.000000 Penalty: 4160.948730
	Iteration 46Q: 3 clusters Score -1.815556e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 339435 members 
Entering Unmasked Estep 
Score: -18155974.000000 Penalty: 4160.948730
	Iteration 47Q: 3 clusters Score -1.815597e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 340969 members 
Entering Unmasked Estep 
Score: -18156382.000000 Penalty: 4160.948730
	Iteration 48Q: 3 clusters Score -1.815638e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 342382 members 
Entering Unmasked Estep 
Score: -18156794.000000 Penalty: 4160.948730
	Iteration 49Q: 3 clusters Score -1.815679e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 343764 members 
Entering Unmasked Estep 
Score: -18157176.000000 Penalty: 4160.948730
	Iteration 50Q: 3 clusters Score -1.815718e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 345080 members 
Entering Unmasked Estep 
Score: -18157356.000000 Penalty: 4160.948730
	Iteration 51Q: 3 clusters Score -1.815736e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 346306 members 
Entering Unmasked Estep 
Score: -18157680.000000 Penalty: 4160.948730
	Iteration 52Q: 3 clusters Score -1.815768e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 347460 members 
Entering Unmasked Estep 
Score: -18157908.000000 Penalty: 4160.948730
	Iteration 53Q: 3 clusters Score -1.815791e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 348587 members 
Entering Unmasked Estep 
Score: -18158166.000000 Penalty: 4160.948730
	Iteration 54Q: 3 clusters Score -1.815817e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 349681 members 
Entering Unmasked Estep 
Score: -18158392.000000 Penalty: 4160.948730
	Iteration 55Q: 3 clusters Score -1.815839e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 350739 members 
Entering Unmasked Estep 
Score: -18158588.000000 Penalty: 4160.948730
	Iteration 56Q: 3 clusters Score -1.815859e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 351695 members 
Entering Unmasked Estep 
Score: -18158796.000000 Penalty: 4160.948730
	Iteration 57Q: 3 clusters Score -1.81588e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 352604 members 
Entering Unmasked Estep 
Score: -18159044.000000 Penalty: 4160.948730
	Iteration 58Q: 3 clusters Score -1.815904e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 353432 members 
Entering Unmasked Estep 
Score: -18159218.000000 Penalty: 4160.948730
	Iteration 59Q: 3 clusters Score -1.815922e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 354171 members 
Entering Unmasked Estep 
Score: -18159430.000000 Penalty: 4160.948730
	Iteration 60F: 3 clusters Score -1.815943e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 354807 members 
Entering Unmasked Estep 
Score: -18159488.000000 Penalty: 4160.948730
	Iteration 61Q: 3 clusters Score -1.815949e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 355388 members 
Entering Unmasked Estep 
Score: -18159576.000000 Penalty: 4160.948730
	Iteration 62Q: 3 clusters Score -1.815958e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 355906 members 
Entering Unmasked Estep 
Score: -18159650.000000 Penalty: 4160.948730
	Iteration 63Q: 3 clusters Score -1.815965e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 356377 members 
Entering Unmasked Estep 
Score: -18159748.000000 Penalty: 4160.948730
	Iteration 64Q: 3 clusters Score -1.815975e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 356788 members 
Entering Unmasked Estep 
Score: -18159818.000000 Penalty: 4160.948730
	Iteration 65Q: 3 clusters Score -1.815982e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 357170 members 
Entering Unmasked Estep 
Score: -18159882.000000 Penalty: 4160.948730
	Iteration 66Q: 3 clusters Score -1.815988e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 357530 members 
Entering Unmasked Estep 
Score: -18159908.000000 Penalty: 4160.948730
	Iteration 67Q: 3 clusters Score -1.815991e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 357855 members 
Entering Unmasked Estep 
Score: -18160042.000000 Penalty: 4160.948730
	Iteration 68Q: 3 clusters Score -1.816004e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 358164 members 
Entering Unmasked Estep 
Score: -18160096.000000 Penalty: 4160.948730
	Iteration 69Q: 3 clusters Score -1.81601e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 358455 members 
Entering Unmasked Estep 
Score: -18160178.000000 Penalty: 4160.948730
	Iteration 70Q: 3 clusters Score -1.816018e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 358714 members 
Entering Unmasked Estep 
Score: -18160246.000000 Penalty: 4160.948730
	Iteration 71Q: 3 clusters Score -1.816025e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 358936 members 
Entering Unmasked Estep 
Score: -18160314.000000 Penalty: 4160.948730
	Iteration 72Q: 3 clusters Score -1.816031e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 359152 members 
Entering Unmasked Estep 
Score: -18160380.000000 Penalty: 4160.948730
	Iteration 73Q: 3 clusters Score -1.816038e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 359349 members 
Entering Unmasked Estep 
Score: -18160412.000000 Penalty: 4160.948730
	Iteration 74Q: 3 clusters Score -1.816041e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 359507 members 
Entering Unmasked Estep 
Score: -18160446.000000 Penalty: 4160.948730
	Iteration 75Q: 3 clusters Score -1.816045e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 359662 members 
Entering Unmasked Estep 
Score: -18160450.000000 Penalty: 4160.948730
	Iteration 76Q: 3 clusters Score -1.816045e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 359793 members 
Entering Unmasked Estep 
Score: -18160496.000000 Penalty: 4160.948730
	Iteration 77Q: 3 clusters Score -1.81605e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 359900 members 
Entering Unmasked Estep 
Score: -18160532.000000 Penalty: 4160.948730
	Iteration 78Q: 3 clusters Score -1.816053e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 360002 members 
Entering Unmasked Estep 
Score: -18160580.000000 Penalty: 4160.948730
	Iteration 79Q: 3 clusters Score -1.816058e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 360084 members 
Entering Unmasked Estep 
Score: -18160578.000000 Penalty: 4160.948730
	Iteration 80F: 3 clusters Score -1.816058e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 360155 members 
Entering Unmasked Estep 
Score: -18160592.000000 Penalty: 4160.948730
	Iteration 81Q: 3 clusters Score -1.816059e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 360215 members 
Entering Unmasked Estep 
Score: -18160638.000000 Penalty: 4160.948730
	Iteration 82Q: 3 clusters Score -1.816064e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 360264 members 
Entering Unmasked Estep 
Score: -18160644.000000 Penalty: 4160.948730
	Iteration 83Q: 3 clusters Score -1.816064e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 360307 members 
Entering Unmasked Estep 
Score: -18160642.000000 Penalty: 4160.948730
	Iteration 84Q: 3 clusters Score -1.816064e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 360348 members 
Entering Unmasked Estep 
Score: -18160646.000000 Penalty: 4160.948730
	Iteration 85Q: 3 clusters Score -1.816065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 360386 members 
Entering Unmasked Estep 
Score: -18160650.000000 Penalty: 4160.948730
	Iteration 86Q: 3 clusters Score -1.816065e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 360430 members 
Entering Unmasked Estep 
Score: -18160642.000000 Penalty: 4160.948730
	Iteration 87Q: 3 clusters Score -1.816064e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 360468 members 
Entering Unmasked Estep 
Score: -18160666.000000 Penalty: 4160.948730
	Iteration 88Q: 3 clusters Score -1.816067e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 360512 members 
Entering Unmasked Estep 
Score: -18160674.000000 Penalty: 4160.948730
	Iteration 89Q: 3 clusters Score -1.816067e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 360552 members 
Entering Unmasked Estep 
Score: -18160680.000000 Penalty: 4160.948730
	Iteration 90Q: 3 clusters Score -1.816068e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 360576 members 
Entering Unmasked Estep 
Score: -18160680.000000 Penalty: 4160.948730
	Iteration 91Q: 3 clusters Score -1.816068e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 360605 members 
Entering Unmasked Estep 
Score: -18160688.000000 Penalty: 4160.948730
	Iteration 92Q: 3 clusters Score -1.816069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 360623 members 
Entering Unmasked Estep 
Score: -18160684.000000 Penalty: 4160.948730
	Iteration 93Q: 3 clusters Score -1.816068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 360646 members 
Entering Unmasked Estep 
Score: -18160680.000000 Penalty: 4160.948730
	Iteration 94Q: 3 clusters Score -1.816068e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 360663 members 
Entering Unmasked Estep 
Score: -18160676.000000 Penalty: 4160.948730
	Iteration 95Q: 3 clusters Score -1.816068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 360681 members 
Entering Unmasked Estep 
Score: -18160676.000000 Penalty: 4160.948730
	Iteration 96Q: 3 clusters Score -1.816068e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 360699 members 
Entering Unmasked Estep 
Score: -18160706.000000 Penalty: 4160.948730
	Iteration 97Q: 3 clusters Score -1.816071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 360725 members 
Entering Unmasked Estep 
Score: -18160708.000000 Penalty: 4160.948730
	Iteration 98Q: 3 clusters Score -1.816071e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 360746 members 
Entering Unmasked Estep 
Score: -18160710.000000 Penalty: 4160.948730
	Iteration 99Q: 3 clusters Score -1.816071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 360762 members 
Entering Unmasked Estep 
Score: -18160714.000000 Penalty: 4160.948730
	Iteration 100F: 3 clusters Score -1.816071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 360777 members 
Entering Unmasked Estep 
Score: -18160704.000000 Penalty: 4160.948730
	Iteration 101Q: 3 clusters Score -1.81607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 360788 members 
Entering Unmasked Estep 
Score: -18160726.000000 Penalty: 4160.948730
	Iteration 102Q: 3 clusters Score -1.816073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 360807 members 
Entering Unmasked Estep 
Score: -18160758.000000 Penalty: 4160.948730
	Iteration 103Q: 3 clusters Score -1.816076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 360829 members 
Entering Unmasked Estep 
Score: -18160754.000000 Penalty: 4160.948730
	Iteration 104Q: 3 clusters Score -1.816075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 360847 members 
Entering Unmasked Estep 
Score: -18160752.000000 Penalty: 4160.948730
	Iteration 105Q: 3 clusters Score -1.816075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 360863 members 
Entering Unmasked Estep 
Score: -18160724.000000 Penalty: 4160.948730
	Iteration 106Q: 3 clusters Score -1.816072e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 360880 members 
Entering Unmasked Estep 
Score: -18160760.000000 Penalty: 4160.948730
	Iteration 107Q: 3 clusters Score -1.816076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 360899 members 
Entering Unmasked Estep 
Score: -18160754.000000 Penalty: 4160.948730
	Iteration 108Q: 3 clusters Score -1.816075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 360915 members 
Entering Unmasked Estep 
Score: -18160764.000000 Penalty: 4160.948730
	Iteration 109Q: 3 clusters Score -1.816076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 360925 members 
Entering Unmasked Estep 
Score: -18160768.000000 Penalty: 4160.948730
	Iteration 110Q: 3 clusters Score -1.816077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 360939 members 
Entering Unmasked Estep 
Score: -18160776.000000 Penalty: 4160.948730
	Iteration 111Q: 3 clusters Score -1.816078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 360946 members 
Entering Unmasked Estep 
Score: -18160772.000000 Penalty: 4160.948730
	Iteration 112Q: 3 clusters Score -1.816077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 360951 members 
Entering Unmasked Estep 
Score: -18160778.000000 Penalty: 4160.948730
	Iteration 113Q: 3 clusters Score -1.816078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 360957 members 
Entering Unmasked Estep 
Score: -18160792.000000 Penalty: 4160.948730
	Iteration 114Q: 3 clusters Score -1.816079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 360962 members 
Entering Unmasked Estep 
Score: -18160786.000000 Penalty: 4160.948730
	Iteration 115Q: 3 clusters Score -1.816079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 360965 members 
Entering Unmasked Estep 
Score: -18160788.000000 Penalty: 4160.948730
	Iteration 116Q: 3 clusters Score -1.816079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 360967 members 
Entering Unmasked Estep 
Score: -18160794.000000 Penalty: 4160.948730
	Iteration 117Q: 3 clusters Score -1.816079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 360966 members 
Entering Unmasked Estep 
Score: -18160796.000000 Penalty: 4160.948730
	Iteration 118Q: 3 clusters Score -1.81608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 360969 members 
Entering Unmasked Estep 
Score: -18160794.000000 Penalty: 4160.948730
	Iteration 119Q: 3 clusters Score -1.816079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 360972 members 
Entering Unmasked Estep 
Score: -18160786.000000 Penalty: 4160.948730
	Iteration 120F: 3 clusters Score -1.816079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 360974 members 
Entering Unmasked Estep 
Score: -18160802.000000 Penalty: 4160.948730
	Iteration 121Q: 3 clusters Score -1.81608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 360974 members 
Entering Unmasked Estep 
Score: -18160802.000000 Penalty: 4160.948730
	Iteration 122F: 3 clusters Score -1.81608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Entering Unmasked Estep 
Score: -544053.625000 Penalty: 1515.819946
	Iteration 0F: 2 clusters Score -544053.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -536038.062500 Penalty: 3031.639893
	Iteration 0F: 3 clusters Score -536038.1 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -539004.875000 Penalty: 3031.639893
	Iteration 1F: 3 clusters Score -539004.9 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -539580.250000 Penalty: 3031.639893
	Iteration 2F: 3 clusters Score -539580.2 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -540089.687500 Penalty: 3031.639893
	Iteration 3F: 3 clusters Score -540089.7 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -540626.437500 Penalty: 3031.639893
	Iteration 4F: 3 clusters Score -540626.4 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -541214.625000 Penalty: 3031.639893
	Iteration 5F: 3 clusters Score -541214.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -541752.562500 Penalty: 3031.639893
	Iteration 6F: 3 clusters Score -541752.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -542135.312500 Penalty: 3031.639893
	Iteration 7F: 3 clusters Score -542135.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -542351.500000 Penalty: 3031.639893
	Iteration 8Q: 3 clusters Score -542351.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -542498.812500 Penalty: 3031.639893
	Iteration 9Q: 3 clusters Score -542498.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -542611.625000 Penalty: 3031.639893
	Iteration 10Q: 3 clusters Score -542611.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -542722.062500 Penalty: 3031.639893
	Iteration 11Q: 3 clusters Score -542722.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -542844.937500 Penalty: 3031.639893
	Iteration 12Q: 3 clusters Score -542844.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -542930.187500 Penalty: 3031.639893
	Iteration 13Q: 3 clusters Score -542930.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -542982.937500 Penalty: 3031.639893
	Iteration 14Q: 3 clusters Score -542982.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -543015.125000 Penalty: 3031.639893
	Iteration 15Q: 3 clusters Score -543015.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -543034.062500 Penalty: 3031.639893
	Iteration 16Q: 3 clusters Score -543034.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -543053.187500 Penalty: 3031.639893
	Iteration 17Q: 3 clusters Score -543053.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -543071.312500 Penalty: 3031.639893
	Iteration 18Q: 3 clusters Score -543071.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -543085.750000 Penalty: 3031.639893
	Iteration 19Q: 3 clusters Score -543085.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -543095.062500 Penalty: 3031.639893
	Iteration 20F: 3 clusters Score -543095.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -543107.562500 Penalty: 3031.639893
	Iteration 21Q: 3 clusters Score -543107.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -543121.375000 Penalty: 3031.639893
	Iteration 22Q: 3 clusters Score -543121.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -543136.375000 Penalty: 3031.639893
	Iteration 23Q: 3 clusters Score -543136.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -543146.125000 Penalty: 3031.639893
	Iteration 24Q: 3 clusters Score -543146.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -543151.375000 Penalty: 3031.639893
	Iteration 25Q: 3 clusters Score -543151.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -543156.562500 Penalty: 3031.639893
	Iteration 26Q: 3 clusters Score -543156.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -543160.125000 Penalty: 3031.639893
	Iteration 27Q: 3 clusters Score -543160.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -543162.625000 Penalty: 3031.639893
	Iteration 28Q: 3 clusters Score -543162.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -543166.875000 Penalty: 3031.639893
	Iteration 29Q: 3 clusters Score -543166.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -543169.187500 Penalty: 3031.639893
	Iteration 30Q: 3 clusters Score -543169.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -543173.187500 Penalty: 3031.639893
	Iteration 31Q: 3 clusters Score -543173.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -543176.687500 Penalty: 3031.639893
	Iteration 32Q: 3 clusters Score -543176.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -543179.437500 Penalty: 3031.639893
	Iteration 33Q: 3 clusters Score -543179.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -543180.500000 Penalty: 3031.639893
	Iteration 34Q: 3 clusters Score -543180.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -543182.937500 Penalty: 3031.639893
	Iteration 35Q: 3 clusters Score -543182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -543184.625000 Penalty: 3031.639893
	Iteration 36Q: 3 clusters Score -543184.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -543187.375000 Penalty: 3031.639893
	Iteration 37Q: 3 clusters Score -543187.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -543188.000000 Penalty: 3031.639893
	Iteration 38Q: 3 clusters Score -543188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -543188.437500 Penalty: 3031.639893
	Iteration 39Q: 3 clusters Score -543188.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -543189.375000 Penalty: 3031.639893
	Iteration 40F: 3 clusters Score -543189.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -543190.687500 Penalty: 3031.639893
	Iteration 41Q: 3 clusters Score -543190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -543191.375000 Penalty: 3031.639893
	Iteration 42Q: 3 clusters Score -543191.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -543191.500000 Penalty: 3031.639893
	Iteration 43Q: 3 clusters Score -543191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -543193.625000 Penalty: 3031.639893
	Iteration 44Q: 3 clusters Score -543193.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -543194.000000 Penalty: 3031.639893
	Iteration 45Q: 3 clusters Score -543194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -543194.687500 Penalty: 3031.639893
	Iteration 46Q: 3 clusters Score -543194.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -543195.187500 Penalty: 3031.639893
	Iteration 47Q: 3 clusters Score -543195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -543196.187500 Penalty: 3031.639893
	Iteration 48Q: 3 clusters Score -543196.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -543196.437500 Penalty: 3031.639893
	Iteration 49Q: 3 clusters Score -543196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -543197.062500 Penalty: 3031.639893
	Iteration 50Q: 3 clusters Score -543197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -543199.187500 Penalty: 3031.639893
	Iteration 51Q: 3 clusters Score -543199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -543198.562500 Penalty: 3031.639893
	Iteration 52Q: 3 clusters Score -543198.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -543199.625000 Penalty: 3031.639893
	Iteration 53Q: 3 clusters Score -543199.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -543198.000000 Penalty: 3031.639893
	Iteration 54Q: 3 clusters Score -543198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -543199.375000 Penalty: 3031.639893
	Iteration 55Q: 3 clusters Score -543199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -543200.375000 Penalty: 3031.639893
	Iteration 56Q: 3 clusters Score -543200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -543201.500000 Penalty: 3031.639893
	Iteration 57Q: 3 clusters Score -543201.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -543204.312500 Penalty: 3031.639893
	Iteration 58Q: 3 clusters Score -543204.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -543203.375000 Penalty: 3031.639893
	Iteration 59Q: 3 clusters Score -543203.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -543204.625000 Penalty: 3031.639893
	Iteration 60F: 3 clusters Score -543204.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -543204.812500 Penalty: 3031.639893
	Iteration 61Q: 3 clusters Score -543204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -543206.375000 Penalty: 3031.639893
	Iteration 62Q: 3 clusters Score -543206.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -543206.625000 Penalty: 3031.639893
	Iteration 63Q: 3 clusters Score -543206.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -543206.750000 Penalty: 3031.639893
	Iteration 64Q: 3 clusters Score -543206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -543207.437500 Penalty: 3031.639893
	Iteration 65Q: 3 clusters Score -543207.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -543207.375000 Penalty: 3031.639893
	Iteration 66Q: 3 clusters Score -543207.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -543210.125000 Penalty: 3031.639893
	Iteration 67Q: 3 clusters Score -543210.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -543209.500000 Penalty: 3031.639893
	Iteration 68Q: 3 clusters Score -543209.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -543210.875000 Penalty: 3031.639893
	Iteration 69Q: 3 clusters Score -543210.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -543212.312500 Penalty: 3031.639893
	Iteration 70Q: 3 clusters Score -543212.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -543213.312500 Penalty: 3031.639893
	Iteration 71Q: 3 clusters Score -543213.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -543214.000000 Penalty: 3031.639893
	Iteration 72Q: 3 clusters Score -543214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -543213.875000 Penalty: 3031.639893
	Iteration 73Q: 3 clusters Score -543213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -543214.625000 Penalty: 3031.639893
	Iteration 74Q: 3 clusters Score -543214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -543215.062500 Penalty: 3031.639893
	Iteration 75Q: 3 clusters Score -543215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -543214.750000 Penalty: 3031.639893
	Iteration 76Q: 3 clusters Score -543214.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -543215.125000 Penalty: 3031.639893
	Iteration 77Q: 3 clusters Score -543215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -543215.125000 Penalty: 3031.639893
	Iteration 78F: 3 clusters Score -543215.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -304414.218750 Penalty: 1429.306641
	Iteration 0F: 2 clusters Score -304414.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -299389.375000 Penalty: 2858.613281
	Iteration 0F: 3 clusters Score -299389.4 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -300920.875000 Penalty: 2858.613281
	Iteration 1F: 3 clusters Score -300920.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -301185.125000 Penalty: 2858.613281
	Iteration 2F: 3 clusters Score -301185.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -301391.156250 Penalty: 2858.613281
	Iteration 3F: 3 clusters Score -301391.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -301578.093750 Penalty: 2858.613281
	Iteration 4Q: 3 clusters Score -301578.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -301746.343750 Penalty: 2858.613281
	Iteration 5Q: 3 clusters Score -301746.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -301922.625000 Penalty: 2858.613281
	Iteration 6Q: 3 clusters Score -301922.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -302052.437500 Penalty: 2858.613281
	Iteration 7Q: 3 clusters Score -302052.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -302178.406250 Penalty: 2858.613281
	Iteration 8Q: 3 clusters Score -302178.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -302267.468750 Penalty: 2858.613281
	Iteration 9Q: 3 clusters Score -302267.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -302356.718750 Penalty: 2858.613281
	Iteration 10Q: 3 clusters Score -302356.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -302442.687500 Penalty: 2858.613281
	Iteration 11Q: 3 clusters Score -302442.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -302509.750000 Penalty: 2858.613281
	Iteration 12Q: 3 clusters Score -302509.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -302567.187500 Penalty: 2858.613281
	Iteration 13Q: 3 clusters Score -302567.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -302629.406250 Penalty: 2858.613281
	Iteration 14Q: 3 clusters Score -302629.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -302678.687500 Penalty: 2858.613281
	Iteration 15Q: 3 clusters Score -302678.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -302712.218750 Penalty: 2858.613281
	Iteration 16Q: 3 clusters Score -302712.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -302742.937500 Penalty: 2858.613281
	Iteration 17Q: 3 clusters Score -302742.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -302767.093750 Penalty: 2858.613281
	Iteration 18Q: 3 clusters Score -302767.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -302785.656250 Penalty: 2858.613281
	Iteration 19Q: 3 clusters Score -302785.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -302805.687500 Penalty: 2858.613281
	Iteration 20F: 3 clusters Score -302805.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -302826.218750 Penalty: 2858.613281
	Iteration 21Q: 3 clusters Score -302826.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -302842.781250 Penalty: 2858.613281
	Iteration 22Q: 3 clusters Score -302842.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -302854.531250 Penalty: 2858.613281
	Iteration 23Q: 3 clusters Score -302854.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -302867.718750 Penalty: 2858.613281
	Iteration 24Q: 3 clusters Score -302867.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -302878.312500 Penalty: 2858.613281
	Iteration 25Q: 3 clusters Score -302878.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -302886.812500 Penalty: 2858.613281
	Iteration 26Q: 3 clusters Score -302886.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -302899.000000 Penalty: 2858.613281
	Iteration 27Q: 3 clusters Score -302899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -302911.625000 Penalty: 2858.613281
	Iteration 28Q: 3 clusters Score -302911.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -302926.000000 Penalty: 2858.613281
	Iteration 29Q: 3 clusters Score -302926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -302946.812500 Penalty: 2858.613281
	Iteration 30Q: 3 clusters Score -302946.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -302969.468750 Penalty: 2858.613281
	Iteration 31Q: 3 clusters Score -302969.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -302992.187500 Penalty: 2858.613281
	Iteration 32Q: 3 clusters Score -302992.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -303012.656250 Penalty: 2858.613281
	Iteration 33Q: 3 clusters Score -303012.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -303024.156250 Penalty: 2858.613281
	Iteration 34Q: 3 clusters Score -303024.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -303038.343750 Penalty: 2858.613281
	Iteration 35Q: 3 clusters Score -303038.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -303051.468750 Penalty: 2858.613281
	Iteration 36Q: 3 clusters Score -303051.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -303065.750000 Penalty: 2858.613281
	Iteration 37Q: 3 clusters Score -303065.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -303083.156250 Penalty: 2858.613281
	Iteration 38Q: 3 clusters Score -303083.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -303108.343750 Penalty: 2858.613281
	Iteration 39Q: 3 clusters Score -303108.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -303124.718750 Penalty: 2858.613281
	Iteration 40F: 3 clusters Score -303124.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -303146.406250 Penalty: 2858.613281
	Iteration 41Q: 3 clusters Score -303146.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -303166.843750 Penalty: 2858.613281
	Iteration 42Q: 3 clusters Score -303166.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -303174.812500 Penalty: 2858.613281
	Iteration 43Q: 3 clusters Score -303174.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -303180.812500 Penalty: 2858.613281
	Iteration 44Q: 3 clusters Score -303180.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -303185.625000 Penalty: 2858.613281
	Iteration 45Q: 3 clusters Score -303185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -303190.437500 Penalty: 2858.613281
	Iteration 46Q: 3 clusters Score -303190.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -303193.937500 Penalty: 2858.613281
	Iteration 47Q: 3 clusters Score -303193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -303197.218750 Penalty: 2858.613281
	Iteration 48Q: 3 clusters Score -303197.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -303199.312500 Penalty: 2858.613281
	Iteration 49Q: 3 clusters Score -303199.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -303206.375000 Penalty: 2858.613281
	Iteration 50Q: 3 clusters Score -303206.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -303211.656250 Penalty: 2858.613281
	Iteration 51Q: 3 clusters Score -303211.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -303212.031250 Penalty: 2858.613281
	Iteration 52Q: 3 clusters Score -303212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -303214.750000 Penalty: 2858.613281
	Iteration 53Q: 3 clusters Score -303214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -303217.593750 Penalty: 2858.613281
	Iteration 54Q: 3 clusters Score -303217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -303218.750000 Penalty: 2858.613281
	Iteration 55Q: 3 clusters Score -303218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -303219.781250 Penalty: 2858.613281
	Iteration 56Q: 3 clusters Score -303219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -303220.281250 Penalty: 2858.613281
	Iteration 57Q: 3 clusters Score -303220.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -303220.750000 Penalty: 2858.613281
	Iteration 58Q: 3 clusters Score -303220.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -303220.750000 Penalty: 2858.613281
	Iteration 59F: 3 clusters Score -303220.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -110548.203125 Penalty: 1264.299194
	Iteration 0F: 2 clusters Score -110548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -108241.789062 Penalty: 2528.598389
	Iteration 0F: 3 clusters Score -108241.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -108768.859375 Penalty: 2528.598389
	Iteration 1F: 3 clusters Score -108768.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -108881.890625 Penalty: 2528.598389
	Iteration 2F: 3 clusters Score -108881.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -108945.851562 Penalty: 2528.598389
	Iteration 3Q: 3 clusters Score -108945.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -108984.515625 Penalty: 2528.598389
	Iteration 4Q: 3 clusters Score -108984.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -109010.500000 Penalty: 2528.598389
	Iteration 5Q: 3 clusters Score -109010.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -109034.578125 Penalty: 2528.598389
	Iteration 6Q: 3 clusters Score -109034.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -109055.367188 Penalty: 2528.598389
	Iteration 7Q: 3 clusters Score -109055.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -109071.375000 Penalty: 2528.598389
	Iteration 8Q: 3 clusters Score -109071.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -109083.945312 Penalty: 2528.598389
	Iteration 9Q: 3 clusters Score -109083.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -109092.359375 Penalty: 2528.598389
	Iteration 10Q: 3 clusters Score -109092.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -109100.554688 Penalty: 2528.598389
	Iteration 11Q: 3 clusters Score -109100.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -109106.601562 Penalty: 2528.598389
	Iteration 12Q: 3 clusters Score -109106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -109111.023438 Penalty: 2528.598389
	Iteration 13Q: 3 clusters Score -109111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -109116.148438 Penalty: 2528.598389
	Iteration 14Q: 3 clusters Score -109116.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -109121.429688 Penalty: 2528.598389
	Iteration 15Q: 3 clusters Score -109121.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -109125.375000 Penalty: 2528.598389
	Iteration 16Q: 3 clusters Score -109125.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -109130.585938 Penalty: 2528.598389
	Iteration 17Q: 3 clusters Score -109130.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -109134.703125 Penalty: 2528.598389
	Iteration 18Q: 3 clusters Score -109134.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -109137.812500 Penalty: 2528.598389
	Iteration 19Q: 3 clusters Score -109137.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -109140.398438 Penalty: 2528.598389
	Iteration 20F: 3 clusters Score -109140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -109141.609375 Penalty: 2528.598389
	Iteration 21Q: 3 clusters Score -109141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -109142.664062 Penalty: 2528.598389
	Iteration 22Q: 3 clusters Score -109142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -109143.273438 Penalty: 2528.598389
	Iteration 23Q: 3 clusters Score -109143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -109144.031250 Penalty: 2528.598389
	Iteration 24Q: 3 clusters Score -109144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -109144.671875 Penalty: 2528.598389
	Iteration 25Q: 3 clusters Score -109144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -109145.390625 Penalty: 2528.598389
	Iteration 26Q: 3 clusters Score -109145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -109145.882812 Penalty: 2528.598389
	Iteration 27Q: 3 clusters Score -109145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -109146.164062 Penalty: 2528.598389
	Iteration 28Q: 3 clusters Score -109146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -109146.453125 Penalty: 2528.598389
	Iteration 29Q: 3 clusters Score -109146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -109147.718750 Penalty: 2528.598389
	Iteration 30Q: 3 clusters Score -109147.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -109148.320312 Penalty: 2528.598389
	Iteration 31Q: 3 clusters Score -109148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -109148.320312 Penalty: 2528.598389
	Iteration 32F: 3 clusters Score -109148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Entering Unmasked Estep 
Score: -386846.187500 Penalty: 1451.097778
	Iteration 0F: 2 clusters Score -386846.2 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 3755 members 
Entering Unmasked Estep 
Score: -381264.187500 Penalty: 2902.195557
	Iteration 0F: 3 clusters Score -381264.2 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -383065.750000 Penalty: 2902.195557
	Iteration 1F: 3 clusters Score -383065.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -383290.843750 Penalty: 2902.195557
	Iteration 2F: 3 clusters Score -383290.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -383469.531250 Penalty: 2902.195557
	Iteration 3F: 3 clusters Score -383469.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -383600.937500 Penalty: 2902.195557
	Iteration 4Q: 3 clusters Score -383600.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -383695.718750 Penalty: 2902.195557
	Iteration 5Q: 3 clusters Score -383695.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -383785.031250 Penalty: 2902.195557
	Iteration 6Q: 3 clusters Score -383785 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -383884.781250 Penalty: 2902.195557
	Iteration 7Q: 3 clusters Score -383884.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -383992.218750 Penalty: 2902.195557
	Iteration 8Q: 3 clusters Score -383992.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -384126.656250 Penalty: 2902.195557
	Iteration 9Q: 3 clusters Score -384126.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -384280.125000 Penalty: 2902.195557
	Iteration 10Q: 3 clusters Score -384280.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -384418.750000 Penalty: 2902.195557
	Iteration 11Q: 3 clusters Score -384418.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -384590.625000 Penalty: 2902.195557
	Iteration 12Q: 3 clusters Score -384590.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -384736.343750 Penalty: 2902.195557
	Iteration 13Q: 3 clusters Score -384736.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -384870.468750 Penalty: 2902.195557
	Iteration 14Q: 3 clusters Score -384870.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -384988.687500 Penalty: 2902.195557
	Iteration 15Q: 3 clusters Score -384988.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -385093.437500 Penalty: 2902.195557
	Iteration 16Q: 3 clusters Score -385093.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -385181.500000 Penalty: 2902.195557
	Iteration 17Q: 3 clusters Score -385181.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -385231.625000 Penalty: 2902.195557
	Iteration 18Q: 3 clusters Score -385231.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -385270.343750 Penalty: 2902.195557
	Iteration 19Q: 3 clusters Score -385270.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -385303.343750 Penalty: 2902.195557
	Iteration 20F: 3 clusters Score -385303.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -385340.187500 Penalty: 2902.195557
	Iteration 21Q: 3 clusters Score -385340.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -385367.531250 Penalty: 2902.195557
	Iteration 22Q: 3 clusters Score -385367.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -385394.125000 Penalty: 2902.195557
	Iteration 23Q: 3 clusters Score -385394.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -385415.250000 Penalty: 2902.195557
	Iteration 24Q: 3 clusters Score -385415.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -385431.718750 Penalty: 2902.195557
	Iteration 25Q: 3 clusters Score -385431.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -385449.218750 Penalty: 2902.195557
	Iteration 26Q: 3 clusters Score -385449.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -385468.343750 Penalty: 2902.195557
	Iteration 27Q: 3 clusters Score -385468.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -385481.250000 Penalty: 2902.195557
	Iteration 28Q: 3 clusters Score -385481.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -385494.437500 Penalty: 2902.195557
	Iteration 29Q: 3 clusters Score -385494.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -385513.187500 Penalty: 2902.195557
	Iteration 30Q: 3 clusters Score -385513.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -385535.437500 Penalty: 2902.195557
	Iteration 31Q: 3 clusters Score -385535.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -385551.531250 Penalty: 2902.195557
	Iteration 32Q: 3 clusters Score -385551.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -385564.500000 Penalty: 2902.195557
	Iteration 33Q: 3 clusters Score -385564.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -385577.156250 Penalty: 2902.195557
	Iteration 34Q: 3 clusters Score -385577.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -385585.937500 Penalty: 2902.195557
	Iteration 35Q: 3 clusters Score -385585.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -385595.625000 Penalty: 2902.195557
	Iteration 36Q: 3 clusters Score -385595.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -385604.937500 Penalty: 2902.195557
	Iteration 37Q: 3 clusters Score -385604.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -385611.062500 Penalty: 2902.195557
	Iteration 38Q: 3 clusters Score -385611.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -385617.000000 Penalty: 2902.195557
	Iteration 39Q: 3 clusters Score -385617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -385624.968750 Penalty: 2902.195557
	Iteration 40F: 3 clusters Score -385625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -385635.250000 Penalty: 2902.195557
	Iteration 41Q: 3 clusters Score -385635.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -385638.781250 Penalty: 2902.195557
	Iteration 42Q: 3 clusters Score -385638.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -385641.781250 Penalty: 2902.195557
	Iteration 43Q: 3 clusters Score -385641.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -385643.562500 Penalty: 2902.195557
	Iteration 44Q: 3 clusters Score -385643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -385643.937500 Penalty: 2902.195557
	Iteration 45Q: 3 clusters Score -385643.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -385644.656250 Penalty: 2902.195557
	Iteration 46Q: 3 clusters Score -385644.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -385645.437500 Penalty: 2902.195557
	Iteration 47Q: 3 clusters Score -385645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -385645.406250 Penalty: 2902.195557
	Iteration 48Q: 3 clusters Score -385645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -385645.687500 Penalty: 2902.195557
	Iteration 49Q: 3 clusters Score -385645.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -385647.062500 Penalty: 2902.195557
	Iteration 50Q: 3 clusters Score -385647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -385650.437500 Penalty: 2902.195557
	Iteration 51Q: 3 clusters Score -385650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -385651.593750 Penalty: 2902.195557
	Iteration 52Q: 3 clusters Score -385651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -385652.000000 Penalty: 2902.195557
	Iteration 53Q: 3 clusters Score -385652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -385653.218750 Penalty: 2902.195557
	Iteration 54Q: 3 clusters Score -385653.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -385655.218750 Penalty: 2902.195557
	Iteration 55Q: 3 clusters Score -385655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -385657.375000 Penalty: 2902.195557
	Iteration 56Q: 3 clusters Score -385657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -385660.250000 Penalty: 2902.195557
	Iteration 57Q: 3 clusters Score -385660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -385662.625000 Penalty: 2902.195557
	Iteration 58Q: 3 clusters Score -385662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -385664.312500 Penalty: 2902.195557
	Iteration 59Q: 3 clusters Score -385664.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -385665.593750 Penalty: 2902.195557
	Iteration 60F: 3 clusters Score -385665.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -385665.312500 Penalty: 2902.195557
	Iteration 61Q: 3 clusters Score -385665.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -385665.312500 Penalty: 2902.195557
	Iteration 62F: 3 clusters Score -385665.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Entering Unmasked Estep 
Score: -1637066.000000 Penalty: 1686.255005
	Iteration 0F: 2 clusters Score -1637066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -1615575.375000 Penalty: 3372.510010
	Iteration 0F: 3 clusters Score -1615575 nChanged 14819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -1624019.500000 Penalty: 3372.510010
	Iteration 1F: 3 clusters Score -1624020 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -1624886.000000 Penalty: 3372.510010
	Iteration 2F: 3 clusters Score -1624886 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -1625938.250000 Penalty: 3372.510010
	Iteration 3F: 3 clusters Score -1625938 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1627222.375000 Penalty: 3372.510010
	Iteration 4F: 3 clusters Score -1627222 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -1628705.500000 Penalty: 3372.510010
	Iteration 5F: 3 clusters Score -1628706 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1630147.750000 Penalty: 3372.510010
	Iteration 6F: 3 clusters Score -1630148 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -1631295.625000 Penalty: 3372.510010
	Iteration 7F: 3 clusters Score -1631296 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -1632145.750000 Penalty: 3372.510010
	Iteration 8Q: 3 clusters Score -1632146 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -1632692.125000 Penalty: 3372.510010
	Iteration 9Q: 3 clusters Score -1632692 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -1633052.000000 Penalty: 3372.510010
	Iteration 10Q: 3 clusters Score -1633052 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -1633261.250000 Penalty: 3372.510010
	Iteration 11Q: 3 clusters Score -1633261 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -1633380.875000 Penalty: 3372.510010
	Iteration 12Q: 3 clusters Score -1633381 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -1633479.750000 Penalty: 3372.510010
	Iteration 13Q: 3 clusters Score -1633480 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -1633562.625000 Penalty: 3372.510010
	Iteration 14Q: 3 clusters Score -1633563 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -1633654.875000 Penalty: 3372.510010
	Iteration 15Q: 3 clusters Score -1633655 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -1633724.000000 Penalty: 3372.510010
	Iteration 16Q: 3 clusters Score -1633724 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -1633801.125000 Penalty: 3372.510010
	Iteration 17Q: 3 clusters Score -1633801 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -1633873.125000 Penalty: 3372.510010
	Iteration 18Q: 3 clusters Score -1633873 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -1633934.375000 Penalty: 3372.510010
	Iteration 19Q: 3 clusters Score -1633934 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -1634000.625000 Penalty: 3372.510010
	Iteration 20F: 3 clusters Score -1634001 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -1634073.250000 Penalty: 3372.510010
	Iteration 21Q: 3 clusters Score -1634073 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -1634124.625000 Penalty: 3372.510010
	Iteration 22Q: 3 clusters Score -1634125 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -1634179.875000 Penalty: 3372.510010
	Iteration 23Q: 3 clusters Score -1634180 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -1634220.125000 Penalty: 3372.510010
	Iteration 24Q: 3 clusters Score -1634220 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -1634264.125000 Penalty: 3372.510010
	Iteration 25Q: 3 clusters Score -1634264 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -1634313.625000 Penalty: 3372.510010
	Iteration 26Q: 3 clusters Score -1634314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -1634355.125000 Penalty: 3372.510010
	Iteration 27Q: 3 clusters Score -1634355 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -1634399.500000 Penalty: 3372.510010
	Iteration 28Q: 3 clusters Score -1634400 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -1634440.500000 Penalty: 3372.510010
	Iteration 29Q: 3 clusters Score -1634440 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -1634492.625000 Penalty: 3372.510010
	Iteration 30Q: 3 clusters Score -1634493 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -1634546.625000 Penalty: 3372.510010
	Iteration 31Q: 3 clusters Score -1634547 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -1634600.000000 Penalty: 3372.510010
	Iteration 32Q: 3 clusters Score -1634600 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -1634651.250000 Penalty: 3372.510010
	Iteration 33Q: 3 clusters Score -1634651 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -1634711.250000 Penalty: 3372.510010
	Iteration 34Q: 3 clusters Score -1634711 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -1634767.000000 Penalty: 3372.510010
	Iteration 35Q: 3 clusters Score -1634767 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -1634824.500000 Penalty: 3372.510010
	Iteration 36Q: 3 clusters Score -1634824 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -1634855.875000 Penalty: 3372.510010
	Iteration 37Q: 3 clusters Score -1634856 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -1634903.375000 Penalty: 3372.510010
	Iteration 38Q: 3 clusters Score -1634903 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -1634950.375000 Penalty: 3372.510010
	Iteration 39Q: 3 clusters Score -1634950 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -1634990.500000 Penalty: 3372.510010
	Iteration 40F: 3 clusters Score -1634990 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -1635028.875000 Penalty: 3372.510010
	Iteration 41Q: 3 clusters Score -1635029 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -1635055.375000 Penalty: 3372.510010
	Iteration 42Q: 3 clusters Score -1635055 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -1635076.000000 Penalty: 3372.510010
	Iteration 43Q: 3 clusters Score -1635076 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -1635104.125000 Penalty: 3372.510010
	Iteration 44Q: 3 clusters Score -1635104 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -1635129.375000 Penalty: 3372.510010
	Iteration 45Q: 3 clusters Score -1635129 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -1635159.625000 Penalty: 3372.510010
	Iteration 46Q: 3 clusters Score -1635160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -1635181.875000 Penalty: 3372.510010
	Iteration 47Q: 3 clusters Score -1635182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -1635198.750000 Penalty: 3372.510010
	Iteration 48Q: 3 clusters Score -1635199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -1635221.250000 Penalty: 3372.510010
	Iteration 49Q: 3 clusters Score -1635221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -1635240.125000 Penalty: 3372.510010
	Iteration 50Q: 3 clusters Score -1635240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -1635255.125000 Penalty: 3372.510010
	Iteration 51Q: 3 clusters Score -1635255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -1635272.125000 Penalty: 3372.510010
	Iteration 52Q: 3 clusters Score -1635272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -1635285.125000 Penalty: 3372.510010
	Iteration 53Q: 3 clusters Score -1635285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -1635298.625000 Penalty: 3372.510010
	Iteration 54Q: 3 clusters Score -1635299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -1635314.625000 Penalty: 3372.510010
	Iteration 55Q: 3 clusters Score -1635315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -1635329.875000 Penalty: 3372.510010
	Iteration 56Q: 3 clusters Score -1635330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -1635338.250000 Penalty: 3372.510010
	Iteration 57Q: 3 clusters Score -1635338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -1635340.750000 Penalty: 3372.510010
	Iteration 58Q: 3 clusters Score -1635341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -1635340.375000 Penalty: 3372.510010
	Iteration 59Q: 3 clusters Score -1635340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -1635344.750000 Penalty: 3372.510010
	Iteration 60F: 3 clusters Score -1635345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -1635352.500000 Penalty: 3372.510010
	Iteration 61Q: 3 clusters Score -1635352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -1635361.750000 Penalty: 3372.510010
	Iteration 62Q: 3 clusters Score -1635362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -1635365.125000 Penalty: 3372.510010
	Iteration 63Q: 3 clusters Score -1635365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -1635371.875000 Penalty: 3372.510010
	Iteration 64Q: 3 clusters Score -1635372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -1635376.125000 Penalty: 3372.510010
	Iteration 65Q: 3 clusters Score -1635376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -1635383.250000 Penalty: 3372.510010
	Iteration 66Q: 3 clusters Score -1635383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -1635390.500000 Penalty: 3372.510010
	Iteration 67Q: 3 clusters Score -1635390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -1635393.750000 Penalty: 3372.510010
	Iteration 68Q: 3 clusters Score -1635394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -1635400.625000 Penalty: 3372.510010
	Iteration 69Q: 3 clusters Score -1635401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -1635404.250000 Penalty: 3372.510010
	Iteration 70Q: 3 clusters Score -1635404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -1635413.375000 Penalty: 3372.510010
	Iteration 71Q: 3 clusters Score -1635413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -1635422.750000 Penalty: 3372.510010
	Iteration 72Q: 3 clusters Score -1635423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -1635435.125000 Penalty: 3372.510010
	Iteration 73Q: 3 clusters Score -1635435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -1635437.750000 Penalty: 3372.510010
	Iteration 74Q: 3 clusters Score -1635438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -1635444.250000 Penalty: 3372.510010
	Iteration 75Q: 3 clusters Score -1635444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -1635449.500000 Penalty: 3372.510010
	Iteration 76Q: 3 clusters Score -1635450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -1635452.750000 Penalty: 3372.510010
	Iteration 77Q: 3 clusters Score -1635453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -1635454.625000 Penalty: 3372.510010
	Iteration 78Q: 3 clusters Score -1635455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -1635458.750000 Penalty: 3372.510010
	Iteration 79Q: 3 clusters Score -1635459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -1635460.000000 Penalty: 3372.510010
	Iteration 80F: 3 clusters Score -1635460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -1635459.875000 Penalty: 3372.510010
	Iteration 81Q: 3 clusters Score -1635460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -1635459.750000 Penalty: 3372.510010
	Iteration 82Q: 3 clusters Score -1635460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -1635461.375000 Penalty: 3372.510010
	Iteration 83Q: 3 clusters Score -1635461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -1635459.750000 Penalty: 3372.510010
	Iteration 84Q: 3 clusters Score -1635460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -1635459.750000 Penalty: 3372.510010
	Iteration 85F: 3 clusters Score -1635460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5958 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 45363 members 
Mstep: Class 11 contains 19030 members 
Mstep: Class 12 contains 7025 members 
Mstep: Class 13 contains 56201 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363276 members 
Mstep: Class 16 contains 11250 members 
Mstep: Class 17 contains 6606 members 
Mstep: Class 18 contains 2393 members 
Mstep: Class 19 contains 7554 members 
Mstep: Class 20 contains 32111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198146.000000 Penalty: 38844.960938
Iteration 119Q: 19 clusters Score -2.819815e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5940 members 
Mstep: Class 9 contains 14243 members 
Mstep: Class 10 contains 45393 members 
Mstep: Class 11 contains 18991 members 
Mstep: Class 12 contains 7007 members 
Mstep: Class 13 contains 56224 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363286 members 
Mstep: Class 16 contains 11254 members 
Mstep: Class 17 contains 6616 members 
Mstep: Class 18 contains 2394 members 
Mstep: Class 19 contains 7554 members 
Mstep: Class 20 contains 32109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198152.000000 Penalty: 38844.960938
Iteration 120F: 19 clusters Score -2.819815e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 3039 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5916 members 
Mstep: Class 9 contains 14240 members 
Mstep: Class 10 contains 45431 members 
Mstep: Class 11 contains 18969 members 
Mstep: Class 12 contains 6990 members 
Mstep: Class 13 contains 56244 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363288 members 
Mstep: Class 16 contains 11253 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 2395 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 32100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198168.000000 Penalty: 38844.960938
Iteration 121Q: 19 clusters Score -2.819817e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 3044 members 
Mstep: Class 5 contains 6264 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5894 members 
Mstep: Class 9 contains 14238 members 
Mstep: Class 10 contains 45475 members 
Mstep: Class 11 contains 18951 members 
Mstep: Class 12 contains 6971 members 
Mstep: Class 13 contains 56253 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363291 members 
Mstep: Class 16 contains 11257 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 32090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198206.000000 Penalty: 38844.960938
Iteration 122Q: 19 clusters Score -2.819821e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5873 members 
Mstep: Class 9 contains 14237 members 
Mstep: Class 10 contains 45504 members 
Mstep: Class 11 contains 18927 members 
Mstep: Class 12 contains 6950 members 
Mstep: Class 13 contains 56271 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363295 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 6644 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 32078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198252.000000 Penalty: 38844.960938
Iteration 123Q: 19 clusters Score -2.819825e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3049 members 
Mstep: Class 5 contains 6264 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5854 members 
Mstep: Class 9 contains 14232 members 
Mstep: Class 10 contains 45537 members 
Mstep: Class 11 contains 18903 members 
Mstep: Class 12 contains 6927 members 
Mstep: Class 13 contains 56284 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363297 members 
Mstep: Class 16 contains 11270 members 
Mstep: Class 17 contains 6663 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 32076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198236.000000 Penalty: 38844.960938
Iteration 124Q: 19 clusters Score -2.819824e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5841 members 
Mstep: Class 9 contains 14232 members 
Mstep: Class 10 contains 45568 members 
Mstep: Class 11 contains 18880 members 
Mstep: Class 12 contains 6911 members 
Mstep: Class 13 contains 56292 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363289 members 
Mstep: Class 16 contains 11275 members 
Mstep: Class 17 contains 6676 members 
Mstep: Class 18 contains 2401 members 
Mstep: Class 19 contains 7550 members 
Mstep: Class 20 contains 32074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198210.000000 Penalty: 38844.960938
Iteration 125Q: 19 clusters Score -2.819821e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5823 members 
Mstep: Class 9 contains 14234 members 
Mstep: Class 10 contains 45593 members 
Mstep: Class 11 contains 18844 members 
Mstep: Class 12 contains 6890 members 
Mstep: Class 13 contains 56304 members 
Mstep: Class 14 contains 1436 members 
Mstep: Class 15 contains 363300 members 
Mstep: Class 16 contains 11279 members 
Mstep: Class 17 contains 6699 members 
Mstep: Class 18 contains 2401 members 
Mstep: Class 19 contains 7544 members 
Mstep: Class 20 contains 32075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198218.000000 Penalty: 38844.960938
Iteration 126Q: 19 clusters Score -2.819822e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3058 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5810 members 
Mstep: Class 9 contains 14234 members 
Mstep: Class 10 contains 45626 members 
Mstep: Class 11 contains 18808 members 
Mstep: Class 12 contains 6873 members 
Mstep: Class 13 contains 56311 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363299 members 
Mstep: Class 16 contains 11278 members 
Mstep: Class 17 contains 6721 members 
Mstep: Class 18 contains 2401 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 32075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198264.000000 Penalty: 38844.960938
Iteration 127Q: 19 clusters Score -2.819826e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5792 members 
Mstep: Class 9 contains 14233 members 
Mstep: Class 10 contains 45666 members 
Mstep: Class 11 contains 18776 members 
Mstep: Class 12 contains 6863 members 
Mstep: Class 13 contains 56304 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363304 members 
Mstep: Class 16 contains 11277 members 
Mstep: Class 17 contains 6745 members 
Mstep: Class 18 contains 2401 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 32071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198300.000000 Penalty: 38844.960938
Iteration 128Q: 19 clusters Score -2.81983e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5773 members 
Mstep: Class 9 contains 14229 members 
Mstep: Class 10 contains 45699 members 
Mstep: Class 11 contains 18749 members 
Mstep: Class 12 contains 6858 members 
Mstep: Class 13 contains 56300 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363308 members 
Mstep: Class 16 contains 11276 members 
Mstep: Class 17 contains 6768 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 19 contains 7541 members 
Mstep: Class 20 contains 32068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198288.000000 Penalty: 38844.960938
Iteration 129Q: 19 clusters Score -2.819829e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 6271 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5758 members 
Mstep: Class 9 contains 14226 members 
Mstep: Class 10 contains 45731 members 
Mstep: Class 11 contains 18710 members 
Mstep: Class 12 contains 6856 members 
Mstep: Class 13 contains 56296 members 
Mstep: Class 14 contains 1437 members 
Mstep: Class 15 contains 363325 members 
Mstep: Class 16 contains 11280 members 
Mstep: Class 17 contains 6789 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 19 contains 7534 members 
Mstep: Class 20 contains 32061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198248.000000 Penalty: 38844.960938
Iteration 130Q: 19 clusters Score -2.819825e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5737 members 
Mstep: Class 9 contains 14226 members 
Mstep: Class 10 contains 45759 members 
Mstep: Class 11 contains 18670 members 
Mstep: Class 12 contains 6855 members 
Mstep: Class 13 contains 56302 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363344 members 
Mstep: Class 16 contains 11284 members 
Mstep: Class 17 contains 6809 members 
Mstep: Class 18 contains 2401 members 
Mstep: Class 19 contains 7519 members 
Mstep: Class 20 contains 32061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198348.000000 Penalty: 38844.960938
Iteration 131Q: 19 clusters Score -2.819835e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5726 members 
Mstep: Class 9 contains 14227 members 
Mstep: Class 10 contains 45774 members 
Mstep: Class 11 contains 18620 members 
Mstep: Class 12 contains 6854 members 
Mstep: Class 13 contains 56305 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 15 contains 363354 members 
Mstep: Class 16 contains 11290 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 19 contains 7517 members 
Mstep: Class 20 contains 32058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198352.000000 Penalty: 38844.960938
Iteration 132Q: 19 clusters Score -2.819835e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5711 members 
Mstep: Class 9 contains 14221 members 
Mstep: Class 10 contains 45792 members 
Mstep: Class 11 contains 18574 members 
Mstep: Class 12 contains 6850 members 
Mstep: Class 13 contains 56312 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363376 members 
Mstep: Class 16 contains 11294 members 
Mstep: Class 17 contains 6872 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 19 contains 7513 members 
Mstep: Class 20 contains 32053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198378.000000 Penalty: 38844.960938
Iteration 133Q: 19 clusters Score -2.819838e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5703 members 
Mstep: Class 9 contains 14221 members 
Mstep: Class 10 contains 45807 members 
Mstep: Class 11 contains 18522 members 
Mstep: Class 12 contains 6846 members 
Mstep: Class 13 contains 56319 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363390 members 
Mstep: Class 16 contains 11298 members 
Mstep: Class 17 contains 6915 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 19 contains 7500 members 
Mstep: Class 20 contains 32044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198332.000000 Penalty: 38844.960938
Iteration 134Q: 19 clusters Score -2.819833e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5687 members 
Mstep: Class 9 contains 14226 members 
Mstep: Class 10 contains 45824 members 
Mstep: Class 11 contains 18482 members 
Mstep: Class 12 contains 6842 members 
Mstep: Class 13 contains 56322 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363398 members 
Mstep: Class 16 contains 11302 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 7503 members 
Mstep: Class 20 contains 32035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198416.000000 Penalty: 38844.960938
Iteration 135Q: 19 clusters Score -2.819842e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 3086 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5674 members 
Mstep: Class 9 contains 14233 members 
Mstep: Class 10 contains 45844 members 
Mstep: Class 11 contains 18440 members 
Mstep: Class 12 contains 6841 members 
Mstep: Class 13 contains 56326 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363405 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 6967 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 19 contains 7500 members 
Mstep: Class 20 contains 32024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198400.000000 Penalty: 38844.960938
Iteration 136Q: 19 clusters Score -2.81984e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 3090 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5661 members 
Mstep: Class 9 contains 14238 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 18396 members 
Mstep: Class 12 contains 6836 members 
Mstep: Class 13 contains 56328 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363409 members 
Mstep: Class 16 contains 11309 members 
Mstep: Class 17 contains 6992 members 
Mstep: Class 18 contains 2402 members 
Mstep: Class 19 contains 7500 members 
Mstep: Class 20 contains 32015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198396.000000 Penalty: 38844.960938
Iteration 137Q: 19 clusters Score -2.81984e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 3099 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5646 members 
Mstep: Class 9 contains 14240 members 
Mstep: Class 10 contains 45888 members 
Mstep: Class 11 contains 18348 members 
Mstep: Class 12 contains 6833 members 
Mstep: Class 13 contains 56329 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363439 members 
Mstep: Class 16 contains 11315 members 
Mstep: Class 17 contains 7006 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 32009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198422.000000 Penalty: 38844.960938
Iteration 138Q: 19 clusters Score -2.819842e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 3106 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5637 members 
Mstep: Class 9 contains 14242 members 
Mstep: Class 10 contains 45909 members 
Mstep: Class 11 contains 18313 members 
Mstep: Class 12 contains 6831 members 
Mstep: Class 13 contains 56327 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363447 members 
Mstep: Class 16 contains 11316 members 
Mstep: Class 17 contains 7018 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 7483 members 
Mstep: Class 20 contains 32010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198412.000000 Penalty: 38844.960938
Iteration 139Q: 19 clusters Score -2.819841e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 3 contains 1759 members 
Mstep: Class 4 contains 3114 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5627 members 
Mstep: Class 9 contains 14246 members 
Mstep: Class 10 contains 45919 members 
Mstep: Class 11 contains 18278 members 
Mstep: Class 12 contains 6828 members 
Mstep: Class 13 contains 56329 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363468 members 
Mstep: Class 16 contains 11321 members 
Mstep: Class 17 contains 7022 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 32011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198372.000000 Penalty: 38844.960938
Iteration 140F: 19 clusters Score -2.819837e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 6262 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 9 contains 14247 members 
Mstep: Class 10 contains 45932 members 
Mstep: Class 11 contains 18236 members 
Mstep: Class 12 contains 6821 members 
Mstep: Class 13 contains 56336 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363484 members 
Mstep: Class 16 contains 11332 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7467 members 
Mstep: Class 20 contains 32017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198390.000000 Penalty: 38844.960938
Iteration 141Q: 19 clusters Score -2.819839e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 3114 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5610 members 
Mstep: Class 9 contains 14249 members 
Mstep: Class 10 contains 45945 members 
Mstep: Class 11 contains 18192 members 
Mstep: Class 12 contains 6817 members 
Mstep: Class 13 contains 56327 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363505 members 
Mstep: Class 16 contains 11336 members 
Mstep: Class 17 contains 7054 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7467 members 
Mstep: Class 20 contains 32015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198390.000000 Penalty: 38844.960938
Iteration 142Q: 19 clusters Score -2.819839e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 3116 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5606 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 45961 members 
Mstep: Class 11 contains 18157 members 
Mstep: Class 12 contains 6814 members 
Mstep: Class 13 contains 56322 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363516 members 
Mstep: Class 16 contains 11340 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7464 members 
Mstep: Class 20 contains 32020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198450.000000 Penalty: 38844.960938
Iteration 143Q: 19 clusters Score -2.819845e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 3121 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5606 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 45969 members 
Mstep: Class 11 contains 18125 members 
Mstep: Class 12 contains 6811 members 
Mstep: Class 13 contains 56317 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363525 members 
Mstep: Class 16 contains 11343 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7457 members 
Mstep: Class 20 contains 32020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198410.000000 Penalty: 38844.960938
Iteration 144Q: 19 clusters Score -2.819841e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5602 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 45979 members 
Mstep: Class 11 contains 18093 members 
Mstep: Class 12 contains 6807 members 
Mstep: Class 13 contains 56318 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363530 members 
Mstep: Class 16 contains 11344 members 
Mstep: Class 17 contains 7100 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 32021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198442.000000 Penalty: 38844.960938
Iteration 145Q: 19 clusters Score -2.819844e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 3125 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5594 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 45985 members 
Mstep: Class 11 contains 18064 members 
Mstep: Class 12 contains 6805 members 
Mstep: Class 13 contains 56323 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363537 members 
Mstep: Class 16 contains 11347 members 
Mstep: Class 17 contains 7111 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7452 members 
Mstep: Class 20 contains 32028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198458.000000 Penalty: 38844.960938
Iteration 146Q: 19 clusters Score -2.819846e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 3127 members 
Mstep: Class 5 contains 6264 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5586 members 
Mstep: Class 9 contains 14261 members 
Mstep: Class 10 contains 45991 members 
Mstep: Class 11 contains 18031 members 
Mstep: Class 12 contains 6803 members 
Mstep: Class 13 contains 56321 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363549 members 
Mstep: Class 16 contains 11352 members 
Mstep: Class 17 contains 7123 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7445 members 
Mstep: Class 20 contains 32037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198396.000000 Penalty: 38844.960938
Iteration 147Q: 19 clusters Score -2.81984e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 3130 members 
Mstep: Class 5 contains 6264 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5585 members 
Mstep: Class 9 contains 14263 members 
Mstep: Class 10 contains 45997 members 
Mstep: Class 11 contains 18008 members 
Mstep: Class 12 contains 6802 members 
Mstep: Class 13 contains 56324 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363542 members 
Mstep: Class 16 contains 11363 members 
Mstep: Class 17 contains 7128 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7442 members 
Mstep: Class 20 contains 32041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198438.000000 Penalty: 38844.960938
Iteration 148Q: 19 clusters Score -2.819844e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 3130 members 
Mstep: Class 5 contains 6264 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5582 members 
Mstep: Class 9 contains 14262 members 
Mstep: Class 10 contains 46002 members 
Mstep: Class 11 contains 17998 members 
Mstep: Class 12 contains 6799 members 
Mstep: Class 13 contains 56324 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363534 members 
Mstep: Class 16 contains 11378 members 
Mstep: Class 17 contains 7139 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7436 members 
Mstep: Class 20 contains 32040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198472.000000 Penalty: 38844.960938
Iteration 149Q: 19 clusters Score -2.819847e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 3130 members 
Mstep: Class 5 contains 6263 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5576 members 
Mstep: Class 9 contains 14264 members 
Mstep: Class 10 contains 46019 members 
Mstep: Class 11 contains 17982 members 
Mstep: Class 12 contains 6793 members 
Mstep: Class 13 contains 56320 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363538 members 
Mstep: Class 16 contains 11387 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7428 members 
Mstep: Class 20 contains 32035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198450.000000 Penalty: 38844.960938
Iteration 150Q: 19 clusters Score -2.819845e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 3133 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5566 members 
Mstep: Class 9 contains 14267 members 
Mstep: Class 10 contains 46045 members 
Mstep: Class 11 contains 17972 members 
Mstep: Class 12 contains 6788 members 
Mstep: Class 13 contains 56310 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363550 members 
Mstep: Class 16 contains 11396 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7413 members 
Mstep: Class 20 contains 32031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198512.000000 Penalty: 38844.960938
Iteration 151Q: 19 clusters Score -2.819851e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 3135 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5561 members 
Mstep: Class 9 contains 14268 members 
Mstep: Class 10 contains 46063 members 
Mstep: Class 11 contains 17957 members 
Mstep: Class 12 contains 6787 members 
Mstep: Class 13 contains 56300 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363557 members 
Mstep: Class 16 contains 11408 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7398 members 
Mstep: Class 20 contains 32026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198462.000000 Penalty: 38844.960938
Iteration 152Q: 19 clusters Score -2.819846e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 3132 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5560 members 
Mstep: Class 9 contains 14270 members 
Mstep: Class 10 contains 46073 members 
Mstep: Class 11 contains 17941 members 
Mstep: Class 12 contains 6787 members 
Mstep: Class 13 contains 56295 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363567 members 
Mstep: Class 16 contains 11414 members 
Mstep: Class 17 contains 7179 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7383 members 
Mstep: Class 20 contains 32024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198426.000000 Penalty: 38844.960938
Iteration 153Q: 19 clusters Score -2.819843e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 3131 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5558 members 
Mstep: Class 9 contains 14269 members 
Mstep: Class 10 contains 46087 members 
Mstep: Class 11 contains 17926 members 
Mstep: Class 12 contains 6787 members 
Mstep: Class 13 contains 56290 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363573 members 
Mstep: Class 16 contains 11420 members 
Mstep: Class 17 contains 7194 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7373 members 
Mstep: Class 20 contains 32022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198472.000000 Penalty: 38844.960938
Iteration 154Q: 19 clusters Score -2.819847e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 3 contains 1761 members 
Mstep: Class 4 contains 3134 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5557 members 
Mstep: Class 9 contains 14269 members 
Mstep: Class 10 contains 46097 members 
Mstep: Class 11 contains 17915 members 
Mstep: Class 12 contains 6787 members 
Mstep: Class 13 contains 56292 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363564 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 7211 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7361 members 
Mstep: Class 20 contains 32018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198394.000000 Penalty: 38844.960938
Iteration 155Q: 19 clusters Score -2.819839e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 3 contains 1763 members 
Mstep: Class 4 contains 3135 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5556 members 
Mstep: Class 9 contains 14268 members 
Mstep: Class 10 contains 46106 members 
Mstep: Class 11 contains 17901 members 
Mstep: Class 12 contains 6787 members 
Mstep: Class 13 contains 56282 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363576 members 
Mstep: Class 16 contains 11430 members 
Mstep: Class 17 contains 7232 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7344 members 
Mstep: Class 20 contains 32010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198426.000000 Penalty: 38844.960938
Iteration 156Q: 19 clusters Score -2.819843e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5554 members 
Mstep: Class 9 contains 14270 members 
Mstep: Class 10 contains 46113 members 
Mstep: Class 11 contains 17888 members 
Mstep: Class 12 contains 6786 members 
Mstep: Class 13 contains 56278 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363586 members 
Mstep: Class 16 contains 11438 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 32003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198416.000000 Penalty: 38844.960938
Iteration 157Q: 19 clusters Score -2.819842e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5552 members 
Mstep: Class 9 contains 14271 members 
Mstep: Class 10 contains 46117 members 
Mstep: Class 11 contains 17876 members 
Mstep: Class 12 contains 6785 members 
Mstep: Class 13 contains 56279 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363596 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7324 members 
Mstep: Class 20 contains 31994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198408.000000 Penalty: 38844.960938
Iteration 158Q: 19 clusters Score -2.819841e+07 nChanged 64
Entering ConstructFrom: 
Score: -28198408.000000 Penalty: 38844.960938
Entering ConstructFrom: 
Trying to split cluster 1 (1511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Entering Unmasked Estep 
Score: -64515.488281 Penalty: 1189.585693
	Iteration 0F: 2 clusters Score -64515.49 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 762 members 
Entering Unmasked Estep 
Score: -62718.039062 Penalty: 2379.171387
	Iteration 0F: 3 clusters Score -62718.04 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -63084.007812 Penalty: 2379.171387
	Iteration 1F: 3 clusters Score -63084.01 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -63170.832031 Penalty: 2379.171387
	Iteration 2F: 3 clusters Score -63170.83 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -63220.218750 Penalty: 2379.171387
	Iteration 3Q: 3 clusters Score -63220.22 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -63253.867188 Penalty: 2379.171387
	Iteration 4Q: 3 clusters Score -63253.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -63270.667969 Penalty: 2379.171387
	Iteration 5Q: 3 clusters Score -63270.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -63282.699219 Penalty: 2379.171387
	Iteration 6Q: 3 clusters Score -63282.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -63294.542969 Penalty: 2379.171387
	Iteration 7Q: 3 clusters Score -63294.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -63301.632812 Penalty: 2379.171387
	Iteration 8Q: 3 clusters Score -63301.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -63306.710938 Penalty: 2379.171387
	Iteration 9Q: 3 clusters Score -63306.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -63312.390625 Penalty: 2379.171387
	Iteration 10Q: 3 clusters Score -63312.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -63317.445312 Penalty: 2379.171387
	Iteration 11Q: 3 clusters Score -63317.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -63324.437500 Penalty: 2379.171387
	Iteration 12Q: 3 clusters Score -63324.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -63330.703125 Penalty: 2379.171387
	Iteration 13Q: 3 clusters Score -63330.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -63334.859375 Penalty: 2379.171387
	Iteration 14Q: 3 clusters Score -63334.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -63339.851562 Penalty: 2379.171387
	Iteration 15Q: 3 clusters Score -63339.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -63341.445312 Penalty: 2379.171387
	Iteration 16Q: 3 clusters Score -63341.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -63343.140625 Penalty: 2379.171387
	Iteration 17Q: 3 clusters Score -63343.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -63343.625000 Penalty: 2379.171387
	Iteration 18Q: 3 clusters Score -63343.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -63343.625000 Penalty: 2379.171387
	Iteration 19F: 3 clusters Score -63343.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -80176.429688 Penalty: 1215.018677
	Iteration 0F: 2 clusters Score -80176.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -78240.460938 Penalty: 2430.037354
	Iteration 0F: 3 clusters Score -78240.46 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -78623.148438 Penalty: 2430.037354
	Iteration 1F: 3 clusters Score -78623.15 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -78724.195312 Penalty: 2430.037354
	Iteration 2F: 3 clusters Score -78724.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -78782.414062 Penalty: 2430.037354
	Iteration 3Q: 3 clusters Score -78782.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -78827.718750 Penalty: 2430.037354
	Iteration 4Q: 3 clusters Score -78827.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -78867.937500 Penalty: 2430.037354
	Iteration 5Q: 3 clusters Score -78867.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -78901.335938 Penalty: 2430.037354
	Iteration 6Q: 3 clusters Score -78901.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -78922.375000 Penalty: 2430.037354
	Iteration 7Q: 3 clusters Score -78922.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -78944.226562 Penalty: 2430.037354
	Iteration 8Q: 3 clusters Score -78944.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -78964.171875 Penalty: 2430.037354
	Iteration 9Q: 3 clusters Score -78964.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -78979.921875 Penalty: 2430.037354
	Iteration 10Q: 3 clusters Score -78979.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -78994.992188 Penalty: 2430.037354
	Iteration 11Q: 3 clusters Score -78994.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -79006.773438 Penalty: 2430.037354
	Iteration 12Q: 3 clusters Score -79006.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -79017.156250 Penalty: 2430.037354
	Iteration 13Q: 3 clusters Score -79017.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -79030.218750 Penalty: 2430.037354
	Iteration 14Q: 3 clusters Score -79030.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -79042.171875 Penalty: 2430.037354
	Iteration 15Q: 3 clusters Score -79042.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -79054.367188 Penalty: 2430.037354
	Iteration 16Q: 3 clusters Score -79054.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -79067.132812 Penalty: 2430.037354
	Iteration 17Q: 3 clusters Score -79067.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -79081.484375 Penalty: 2430.037354
	Iteration 18Q: 3 clusters Score -79081.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -79092.632812 Penalty: 2430.037354
	Iteration 19Q: 3 clusters Score -79092.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -79106.070312 Penalty: 2430.037354
	Iteration 20F: 3 clusters Score -79106.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -79113.554688 Penalty: 2430.037354
	Iteration 21Q: 3 clusters Score -79113.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -79125.257812 Penalty: 2430.037354
	Iteration 22Q: 3 clusters Score -79125.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -79130.085938 Penalty: 2430.037354
	Iteration 23Q: 3 clusters Score -79130.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -79135.351562 Penalty: 2430.037354
	Iteration 24Q: 3 clusters Score -79135.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -79139.664062 Penalty: 2430.037354
	Iteration 25Q: 3 clusters Score -79139.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -79142.906250 Penalty: 2430.037354
	Iteration 26Q: 3 clusters Score -79142.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -79142.906250 Penalty: 2430.037354
	Iteration 27F: 3 clusters Score -79142.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Entering Unmasked Estep 
Score: -122018.218750 Penalty: 1308.342896
	Iteration 0F: 2 clusters Score -122018.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -119177.789062 Penalty: 2616.685791
	Iteration 0F: 3 clusters Score -119177.8 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -119934.234375 Penalty: 2616.685791
	Iteration 1F: 3 clusters Score -119934.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -120073.703125 Penalty: 2616.685791
	Iteration 2F: 3 clusters Score -120073.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -120179.234375 Penalty: 2616.685791
	Iteration 3Q: 3 clusters Score -120179.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -120250.132812 Penalty: 2616.685791
	Iteration 4Q: 3 clusters Score -120250.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -120324.976562 Penalty: 2616.685791
	Iteration 5Q: 3 clusters Score -120325 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -120450.195312 Penalty: 2616.685791
	Iteration 6Q: 3 clusters Score -120450.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -120608.281250 Penalty: 2616.685791
	Iteration 7Q: 3 clusters Score -120608.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -120734.703125 Penalty: 2616.685791
	Iteration 8Q: 3 clusters Score -120734.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -120855.257812 Penalty: 2616.685791
	Iteration 9Q: 3 clusters Score -120855.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -120973.937500 Penalty: 2616.685791
	Iteration 10Q: 3 clusters Score -120973.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -121083.523438 Penalty: 2616.685791
	Iteration 11Q: 3 clusters Score -121083.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -121202.539062 Penalty: 2616.685791
	Iteration 12Q: 3 clusters Score -121202.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -121297.320312 Penalty: 2616.685791
	Iteration 13Q: 3 clusters Score -121297.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -121367.367188 Penalty: 2616.685791
	Iteration 14Q: 3 clusters Score -121367.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -121413.835938 Penalty: 2616.685791
	Iteration 15Q: 3 clusters Score -121413.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -121436.398438 Penalty: 2616.685791
	Iteration 16Q: 3 clusters Score -121436.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -121450.492188 Penalty: 2616.685791
	Iteration 17Q: 3 clusters Score -121450.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -121472.500000 Penalty: 2616.685791
	Iteration 18Q: 3 clusters Score -121472.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -121486.929688 Penalty: 2616.685791
	Iteration 19Q: 3 clusters Score -121486.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -121506.250000 Penalty: 2616.685791
	Iteration 20F: 3 clusters Score -121506.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -121525.296875 Penalty: 2616.685791
	Iteration 21Q: 3 clusters Score -121525.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -121538.914062 Penalty: 2616.685791
	Iteration 22Q: 3 clusters Score -121538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -121547.531250 Penalty: 2616.685791
	Iteration 23Q: 3 clusters Score -121547.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -121553.218750 Penalty: 2616.685791
	Iteration 24Q: 3 clusters Score -121553.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -121557.484375 Penalty: 2616.685791
	Iteration 25Q: 3 clusters Score -121557.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -121563.164062 Penalty: 2616.685791
	Iteration 26Q: 3 clusters Score -121563.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -121571.140625 Penalty: 2616.685791
	Iteration 27Q: 3 clusters Score -121571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -121574.031250 Penalty: 2616.685791
	Iteration 28Q: 3 clusters Score -121574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -121584.296875 Penalty: 2616.685791
	Iteration 29Q: 3 clusters Score -121584.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -121590.218750 Penalty: 2616.685791
	Iteration 30Q: 3 clusters Score -121590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -121593.835938 Penalty: 2616.685791
	Iteration 31Q: 3 clusters Score -121593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -121595.601562 Penalty: 2616.685791
	Iteration 32Q: 3 clusters Score -121595.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -121598.062500 Penalty: 2616.685791
	Iteration 33Q: 3 clusters Score -121598.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -121600.648438 Penalty: 2616.685791
	Iteration 34Q: 3 clusters Score -121600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -121605.140625 Penalty: 2616.685791
	Iteration 35Q: 3 clusters Score -121605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -121609.148438 Penalty: 2616.685791
	Iteration 36Q: 3 clusters Score -121609.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -121612.179688 Penalty: 2616.685791
	Iteration 37Q: 3 clusters Score -121612.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -121614.656250 Penalty: 2616.685791
	Iteration 38Q: 3 clusters Score -121614.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -121618.320312 Penalty: 2616.685791
	Iteration 39Q: 3 clusters Score -121618.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -121622.117188 Penalty: 2616.685791
	Iteration 40F: 3 clusters Score -121622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -121624.593750 Penalty: 2616.685791
	Iteration 41Q: 3 clusters Score -121624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -121627.734375 Penalty: 2616.685791
	Iteration 42Q: 3 clusters Score -121627.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -121636.359375 Penalty: 2616.685791
	Iteration 43Q: 3 clusters Score -121636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -121643.679688 Penalty: 2616.685791
	Iteration 44Q: 3 clusters Score -121643.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -121658.031250 Penalty: 2616.685791
	Iteration 45Q: 3 clusters Score -121658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -121680.023438 Penalty: 2616.685791
	Iteration 46Q: 3 clusters Score -121680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -121687.218750 Penalty: 2616.685791
	Iteration 47Q: 3 clusters Score -121687.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -121689.015625 Penalty: 2616.685791
	Iteration 48Q: 3 clusters Score -121689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -121689.015625 Penalty: 2616.685791
	Iteration 49F: 3 clusters Score -121689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -291014.468750 Penalty: 1420.512695
	Iteration 0F: 2 clusters Score -291014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -286264.406250 Penalty: 2841.025391
	Iteration 0F: 3 clusters Score -286264.4 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -287582.625000 Penalty: 2841.025391
	Iteration 1F: 3 clusters Score -287582.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -287801.812500 Penalty: 2841.025391
	Iteration 2F: 3 clusters Score -287801.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -288064.125000 Penalty: 2841.025391
	Iteration 3F: 3 clusters Score -288064.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -288418.906250 Penalty: 2841.025391
	Iteration 4F: 3 clusters Score -288418.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -288789.062500 Penalty: 2841.025391
	Iteration 5F: 3 clusters Score -288789.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -289110.375000 Penalty: 2841.025391
	Iteration 6F: 3 clusters Score -289110.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -289406.218750 Penalty: 2841.025391
	Iteration 7F: 3 clusters Score -289406.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -289610.312500 Penalty: 2841.025391
	Iteration 8Q: 3 clusters Score -289610.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -289755.718750 Penalty: 2841.025391
	Iteration 9Q: 3 clusters Score -289755.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -289874.437500 Penalty: 2841.025391
	Iteration 10Q: 3 clusters Score -289874.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -289989.312500 Penalty: 2841.025391
	Iteration 11Q: 3 clusters Score -289989.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -290061.156250 Penalty: 2841.025391
	Iteration 12Q: 3 clusters Score -290061.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -290113.468750 Penalty: 2841.025391
	Iteration 13Q: 3 clusters Score -290113.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -290145.437500 Penalty: 2841.025391
	Iteration 14Q: 3 clusters Score -290145.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -290164.468750 Penalty: 2841.025391
	Iteration 15Q: 3 clusters Score -290164.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -290186.375000 Penalty: 2841.025391
	Iteration 16Q: 3 clusters Score -290186.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -290210.468750 Penalty: 2841.025391
	Iteration 17Q: 3 clusters Score -290210.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -290222.281250 Penalty: 2841.025391
	Iteration 18Q: 3 clusters Score -290222.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -290229.156250 Penalty: 2841.025391
	Iteration 19Q: 3 clusters Score -290229.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -290234.250000 Penalty: 2841.025391
	Iteration 20F: 3 clusters Score -290234.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -290237.625000 Penalty: 2841.025391
	Iteration 21Q: 3 clusters Score -290237.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -290242.718750 Penalty: 2841.025391
	Iteration 22Q: 3 clusters Score -290242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -290246.250000 Penalty: 2841.025391
	Iteration 23Q: 3 clusters Score -290246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -290247.906250 Penalty: 2841.025391
	Iteration 24Q: 3 clusters Score -290247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -290249.718750 Penalty: 2841.025391
	Iteration 25Q: 3 clusters Score -290249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -290254.531250 Penalty: 2841.025391
	Iteration 26Q: 3 clusters Score -290254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -290257.218750 Penalty: 2841.025391
	Iteration 27Q: 3 clusters Score -290257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -290257.718750 Penalty: 2841.025391
	Iteration 28Q: 3 clusters Score -290257.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -290257.718750 Penalty: 2841.025391
	Iteration 29F: 3 clusters Score -290257.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -22694.320312 Penalty: 1027.999268
	Iteration 0F: 2 clusters Score -22694.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -21541.925781 Penalty: 2055.998535
	Iteration 0F: 3 clusters Score -21541.93 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -21708.501953 Penalty: 2055.998535
	Iteration 1F: 3 clusters Score -21708.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -21765.515625 Penalty: 2055.998535
	Iteration 2F: 3 clusters Score -21765.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21800.556641 Penalty: 2055.998535
	Iteration 3Q: 3 clusters Score -21800.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21820.033203 Penalty: 2055.998535
	Iteration 4Q: 3 clusters Score -21820.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -21827.498047 Penalty: 2055.998535
	Iteration 5Q: 3 clusters Score -21827.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21832.800781 Penalty: 2055.998535
	Iteration 6Q: 3 clusters Score -21832.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21837.654297 Penalty: 2055.998535
	Iteration 7Q: 3 clusters Score -21837.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -21841.048828 Penalty: 2055.998535
	Iteration 8Q: 3 clusters Score -21841.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21841.529297 Penalty: 2055.998535
	Iteration 9Q: 3 clusters Score -21841.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -21841.529297 Penalty: 2055.998535
	Iteration 10F: 3 clusters Score -21841.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Entering Unmasked Estep 
Score: -276694.812500 Penalty: 1401.002441
	Iteration 0F: 2 clusters Score -276694.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -272354.000000 Penalty: 2802.004883
	Iteration 0F: 3 clusters Score -272354 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -273568.343750 Penalty: 2802.004883
	Iteration 1F: 3 clusters Score -273568.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -273727.875000 Penalty: 2802.004883
	Iteration 2F: 3 clusters Score -273727.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -273829.093750 Penalty: 2802.004883
	Iteration 3Q: 3 clusters Score -273829.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -273910.718750 Penalty: 2802.004883
	Iteration 4Q: 3 clusters Score -273910.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -273984.437500 Penalty: 2802.004883
	Iteration 5Q: 3 clusters Score -273984.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -274067.937500 Penalty: 2802.004883
	Iteration 6Q: 3 clusters Score -274067.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -274158.562500 Penalty: 2802.004883
	Iteration 7Q: 3 clusters Score -274158.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -274263.718750 Penalty: 2802.004883
	Iteration 8Q: 3 clusters Score -274263.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -274391.843750 Penalty: 2802.004883
	Iteration 9Q: 3 clusters Score -274391.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -274533.687500 Penalty: 2802.004883
	Iteration 10Q: 3 clusters Score -274533.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -274681.250000 Penalty: 2802.004883
	Iteration 11Q: 3 clusters Score -274681.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -274864.156250 Penalty: 2802.004883
	Iteration 12Q: 3 clusters Score -274864.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -275051.656250 Penalty: 2802.004883
	Iteration 13Q: 3 clusters Score -275051.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -275189.687500 Penalty: 2802.004883
	Iteration 14Q: 3 clusters Score -275189.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -275284.968750 Penalty: 2802.004883
	Iteration 15Q: 3 clusters Score -275285 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -275343.281250 Penalty: 2802.004883
	Iteration 16Q: 3 clusters Score -275343.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -275382.656250 Penalty: 2802.004883
	Iteration 17Q: 3 clusters Score -275382.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -275428.500000 Penalty: 2802.004883
	Iteration 18Q: 3 clusters Score -275428.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -275462.062500 Penalty: 2802.004883
	Iteration 19Q: 3 clusters Score -275462.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -275475.906250 Penalty: 2802.004883
	Iteration 20F: 3 clusters Score -275475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -275482.687500 Penalty: 2802.004883
	Iteration 21Q: 3 clusters Score -275482.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -275486.343750 Penalty: 2802.004883
	Iteration 22Q: 3 clusters Score -275486.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -275489.562500 Penalty: 2802.004883
	Iteration 23Q: 3 clusters Score -275489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -275489.843750 Penalty: 2802.004883
	Iteration 24Q: 3 clusters Score -275489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -275489.843750 Penalty: 2802.004883
	Iteration 25F: 3 clusters Score -275489.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Entering Unmasked Estep 
Score: -665351.125000 Penalty: 1554.461182
	Iteration 0F: 2 clusters Score -665351.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -655382.937500 Penalty: 3108.922363
	Iteration 0F: 3 clusters Score -655382.9 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -658901.125000 Penalty: 3108.922363
	Iteration 1F: 3 clusters Score -658901.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -659351.562500 Penalty: 3108.922363
	Iteration 2F: 3 clusters Score -659351.6 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -659898.500000 Penalty: 3108.922363
	Iteration 3F: 3 clusters Score -659898.5 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -660554.625000 Penalty: 3108.922363
	Iteration 4F: 3 clusters Score -660554.6 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -661243.562500 Penalty: 3108.922363
	Iteration 5F: 3 clusters Score -661243.6 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -661958.562500 Penalty: 3108.922363
	Iteration 6F: 3 clusters Score -661958.6 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -662672.625000 Penalty: 3108.922363
	Iteration 7F: 3 clusters Score -662672.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -663394.687500 Penalty: 3108.922363
	Iteration 8Q: 3 clusters Score -663394.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -664038.562500 Penalty: 3108.922363
	Iteration 9Q: 3 clusters Score -664038.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -664338.250000 Penalty: 3108.922363
	Iteration 10Q: 3 clusters Score -664338.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -664442.562500 Penalty: 3108.922363
	Iteration 11Q: 3 clusters Score -664442.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -664496.000000 Penalty: 3108.922363
	Iteration 12Q: 3 clusters Score -664496 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -664534.625000 Penalty: 3108.922363
	Iteration 13Q: 3 clusters Score -664534.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -664564.500000 Penalty: 3108.922363
	Iteration 14Q: 3 clusters Score -664564.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -664584.187500 Penalty: 3108.922363
	Iteration 15Q: 3 clusters Score -664584.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -664592.062500 Penalty: 3108.922363
	Iteration 16Q: 3 clusters Score -664592.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -664600.000000 Penalty: 3108.922363
	Iteration 17Q: 3 clusters Score -664600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -664606.437500 Penalty: 3108.922363
	Iteration 18Q: 3 clusters Score -664606.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -664613.437500 Penalty: 3108.922363
	Iteration 19Q: 3 clusters Score -664613.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -664618.750000 Penalty: 3108.922363
	Iteration 20F: 3 clusters Score -664618.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -664622.750000 Penalty: 3108.922363
	Iteration 21Q: 3 clusters Score -664622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -664623.250000 Penalty: 3108.922363
	Iteration 22Q: 3 clusters Score -664623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -664624.312500 Penalty: 3108.922363
	Iteration 23Q: 3 clusters Score -664624.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -664627.125000 Penalty: 3108.922363
	Iteration 24Q: 3 clusters Score -664627.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -664629.125000 Penalty: 3108.922363
	Iteration 25Q: 3 clusters Score -664629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -664629.312500 Penalty: 3108.922363
	Iteration 26Q: 3 clusters Score -664629.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -664630.312500 Penalty: 3108.922363
	Iteration 27Q: 3 clusters Score -664630.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -664631.250000 Penalty: 3108.922363
	Iteration 28Q: 3 clusters Score -664631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -664633.750000 Penalty: 3108.922363
	Iteration 29Q: 3 clusters Score -664633.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -664634.750000 Penalty: 3108.922363
	Iteration 30Q: 3 clusters Score -664634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -664636.937500 Penalty: 3108.922363
	Iteration 31Q: 3 clusters Score -664636.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -664639.937500 Penalty: 3108.922363
	Iteration 32Q: 3 clusters Score -664639.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -664644.437500 Penalty: 3108.922363
	Iteration 33Q: 3 clusters Score -664644.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -664650.000000 Penalty: 3108.922363
	Iteration 34Q: 3 clusters Score -664650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -664651.750000 Penalty: 3108.922363
	Iteration 35Q: 3 clusters Score -664651.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -664652.375000 Penalty: 3108.922363
	Iteration 36Q: 3 clusters Score -664652.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -664655.500000 Penalty: 3108.922363
	Iteration 37Q: 3 clusters Score -664655.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -664656.687500 Penalty: 3108.922363
	Iteration 38Q: 3 clusters Score -664656.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -664659.937500 Penalty: 3108.922363
	Iteration 39Q: 3 clusters Score -664659.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -664662.187500 Penalty: 3108.922363
	Iteration 40F: 3 clusters Score -664662.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -664665.937500 Penalty: 3108.922363
	Iteration 41Q: 3 clusters Score -664665.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -664666.250000 Penalty: 3108.922363
	Iteration 42Q: 3 clusters Score -664666.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -664669.562500 Penalty: 3108.922363
	Iteration 43Q: 3 clusters Score -664669.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -664673.875000 Penalty: 3108.922363
	Iteration 44Q: 3 clusters Score -664673.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -664678.562500 Penalty: 3108.922363
	Iteration 45Q: 3 clusters Score -664678.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -664683.187500 Penalty: 3108.922363
	Iteration 46Q: 3 clusters Score -664683.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -664684.375000 Penalty: 3108.922363
	Iteration 47Q: 3 clusters Score -664684.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -664689.500000 Penalty: 3108.922363
	Iteration 48Q: 3 clusters Score -664689.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -664692.375000 Penalty: 3108.922363
	Iteration 49Q: 3 clusters Score -664692.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -664698.062500 Penalty: 3108.922363
	Iteration 50Q: 3 clusters Score -664698.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -664702.687500 Penalty: 3108.922363
	Iteration 51Q: 3 clusters Score -664702.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -664704.625000 Penalty: 3108.922363
	Iteration 52Q: 3 clusters Score -664704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -664708.750000 Penalty: 3108.922363
	Iteration 53Q: 3 clusters Score -664708.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -664710.812500 Penalty: 3108.922363
	Iteration 54Q: 3 clusters Score -664710.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -664712.937500 Penalty: 3108.922363
	Iteration 55Q: 3 clusters Score -664712.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -664716.187500 Penalty: 3108.922363
	Iteration 56Q: 3 clusters Score -664716.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -664717.500000 Penalty: 3108.922363
	Iteration 57Q: 3 clusters Score -664717.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -664717.500000 Penalty: 3108.922363
	Iteration 58Q: 3 clusters Score -664717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -664718.687500 Penalty: 3108.922363
	Iteration 59Q: 3 clusters Score -664718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -664720.000000 Penalty: 3108.922363
	Iteration 60F: 3 clusters Score -664720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -664720.062500 Penalty: 3108.922363
	Iteration 61Q: 3 clusters Score -664720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -664720.062500 Penalty: 3108.922363
	Iteration 62F: 3 clusters Score -664720.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Entering Unmasked Estep 
Score: -2307811.250000 Penalty: 1745.094849
	Iteration 0F: 2 clusters Score -2307811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2277020.000000 Penalty: 3490.189697
	Iteration 0F: 3 clusters Score -2277020 nChanged 21480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2288953.250000 Penalty: 3490.189697
	Iteration 1F: 3 clusters Score -2288953 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2289416.500000 Penalty: 3490.189697
	Iteration 2Q: 3 clusters Score -2289416 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -2289927.750000 Penalty: 3490.189697
	Iteration 3Q: 3 clusters Score -2289928 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -2290549.750000 Penalty: 3490.189697
	Iteration 4Q: 3 clusters Score -2290550 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -2291393.000000 Penalty: 3490.189697
	Iteration 5Q: 3 clusters Score -2291393 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -2292636.000000 Penalty: 3490.189697
	Iteration 6F: 3 clusters Score -2292636 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -2294650.250000 Penalty: 3490.189697
	Iteration 7F: 3 clusters Score -2294650 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -2297365.250000 Penalty: 3490.189697
	Iteration 8F: 3 clusters Score -2297365 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -2300521.250000 Penalty: 3490.189697
	Iteration 9F: 3 clusters Score -2300521 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -2303225.000000 Penalty: 3490.189697
	Iteration 10F: 3 clusters Score -2303225 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -2304950.250000 Penalty: 3490.189697
	Iteration 11Q: 3 clusters Score -2304950 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -2305716.750000 Penalty: 3490.189697
	Iteration 12Q: 3 clusters Score -2305717 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -2306026.500000 Penalty: 3490.189697
	Iteration 13Q: 3 clusters Score -2306026 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -2306168.000000 Penalty: 3490.189697
	Iteration 14Q: 3 clusters Score -2306168 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -2306257.250000 Penalty: 3490.189697
	Iteration 15Q: 3 clusters Score -2306257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -2306320.500000 Penalty: 3490.189697
	Iteration 16Q: 3 clusters Score -2306320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -2306352.500000 Penalty: 3490.189697
	Iteration 17Q: 3 clusters Score -2306352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -2306367.750000 Penalty: 3490.189697
	Iteration 18Q: 3 clusters Score -2306368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -2306381.750000 Penalty: 3490.189697
	Iteration 19Q: 3 clusters Score -2306382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 45777 members 
Entering Unmasked Estep 
Score: -2306382.000000 Penalty: 3490.189697
	Iteration 20F: 3 clusters Score -2306382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -2306385.000000 Penalty: 3490.189697
	Iteration 21Q: 3 clusters Score -2306385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -2306385.000000 Penalty: 3490.189697
	Iteration 22F: 3 clusters Score -2306385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Entering Unmasked Estep 
Score: -873705.437500 Penalty: 1590.954224
	Iteration 0F: 2 clusters Score -873705.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -861548.062500 Penalty: 3181.908447
	Iteration 0F: 3 clusters Score -861548.1 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -865805.125000 Penalty: 3181.908447
	Iteration 1F: 3 clusters Score -865805.1 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -866121.000000 Penalty: 3181.908447
	Iteration 2F: 3 clusters Score -866121 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -866428.812500 Penalty: 3181.908447
	Iteration 3Q: 3 clusters Score -866428.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -866725.562500 Penalty: 3181.908447
	Iteration 4Q: 3 clusters Score -866725.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -867049.812500 Penalty: 3181.908447
	Iteration 5Q: 3 clusters Score -867049.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -867464.562500 Penalty: 3181.908447
	Iteration 6Q: 3 clusters Score -867464.6 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -868035.500000 Penalty: 3181.908447
	Iteration 7F: 3 clusters Score -868035.5 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -868759.625000 Penalty: 3181.908447
	Iteration 8F: 3 clusters Score -868759.6 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -869582.125000 Penalty: 3181.908447
	Iteration 9F: 3 clusters Score -869582.1 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -870280.562500 Penalty: 3181.908447
	Iteration 10F: 3 clusters Score -870280.6 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -870779.750000 Penalty: 3181.908447
	Iteration 11Q: 3 clusters Score -870779.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -871168.062500 Penalty: 3181.908447
	Iteration 12Q: 3 clusters Score -871168.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -871429.625000 Penalty: 3181.908447
	Iteration 13Q: 3 clusters Score -871429.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -871635.937500 Penalty: 3181.908447
	Iteration 14Q: 3 clusters Score -871635.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -871811.750000 Penalty: 3181.908447
	Iteration 15Q: 3 clusters Score -871811.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -871981.500000 Penalty: 3181.908447
	Iteration 16Q: 3 clusters Score -871981.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -872141.875000 Penalty: 3181.908447
	Iteration 17Q: 3 clusters Score -872141.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -872281.437500 Penalty: 3181.908447
	Iteration 18Q: 3 clusters Score -872281.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -872419.250000 Penalty: 3181.908447
	Iteration 19Q: 3 clusters Score -872419.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -872536.437500 Penalty: 3181.908447
	Iteration 20F: 3 clusters Score -872536.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -872630.687500 Penalty: 3181.908447
	Iteration 21Q: 3 clusters Score -872630.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -872711.687500 Penalty: 3181.908447
	Iteration 22Q: 3 clusters Score -872711.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -872786.937500 Penalty: 3181.908447
	Iteration 23Q: 3 clusters Score -872786.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -872838.312500 Penalty: 3181.908447
	Iteration 24Q: 3 clusters Score -872838.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -872872.562500 Penalty: 3181.908447
	Iteration 25Q: 3 clusters Score -872872.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -872901.500000 Penalty: 3181.908447
	Iteration 26Q: 3 clusters Score -872901.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -872923.437500 Penalty: 3181.908447
	Iteration 27Q: 3 clusters Score -872923.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -872942.062500 Penalty: 3181.908447
	Iteration 28Q: 3 clusters Score -872942.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -872955.812500 Penalty: 3181.908447
	Iteration 29Q: 3 clusters Score -872955.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -872963.062500 Penalty: 3181.908447
	Iteration 30Q: 3 clusters Score -872963.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -872975.000000 Penalty: 3181.908447
	Iteration 31Q: 3 clusters Score -872975 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -872980.062500 Penalty: 3181.908447
	Iteration 32Q: 3 clusters Score -872980.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -872985.000000 Penalty: 3181.908447
	Iteration 33Q: 3 clusters Score -872985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -872987.875000 Penalty: 3181.908447
	Iteration 34Q: 3 clusters Score -872987.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -872989.875000 Penalty: 3181.908447
	Iteration 35Q: 3 clusters Score -872989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -872991.500000 Penalty: 3181.908447
	Iteration 36Q: 3 clusters Score -872991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -872991.875000 Penalty: 3181.908447
	Iteration 37Q: 3 clusters Score -872991.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -872993.250000 Penalty: 3181.908447
	Iteration 38Q: 3 clusters Score -872993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -872993.937500 Penalty: 3181.908447
	Iteration 39Q: 3 clusters Score -872993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -872994.187500 Penalty: 3181.908447
	Iteration 40F: 3 clusters Score -872994.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -872996.500000 Penalty: 3181.908447
	Iteration 41Q: 3 clusters Score -872996.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -872996.812500 Penalty: 3181.908447
	Iteration 42Q: 3 clusters Score -872996.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -872997.562500 Penalty: 3181.908447
	Iteration 43Q: 3 clusters Score -872997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -872998.000000 Penalty: 3181.908447
	Iteration 44Q: 3 clusters Score -872998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -872998.125000 Penalty: 3181.908447
	Iteration 45Q: 3 clusters Score -872998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -872998.687500 Penalty: 3181.908447
	Iteration 46Q: 3 clusters Score -872998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -872999.062500 Penalty: 3181.908447
	Iteration 47Q: 3 clusters Score -872999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -872999.500000 Penalty: 3181.908447
	Iteration 48Q: 3 clusters Score -872999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -872999.562500 Penalty: 3181.908447
	Iteration 49Q: 3 clusters Score -872999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -872999.812500 Penalty: 3181.908447
	Iteration 50Q: 3 clusters Score -872999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -872999.812500 Penalty: 3181.908447
	Iteration 51F: 3 clusters Score -872999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -350929.656250 Penalty: 1433.603394
	Iteration 0F: 2 clusters Score -350929.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -345825.968750 Penalty: 2867.206787
	Iteration 0F: 3 clusters Score -345826 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -347258.812500 Penalty: 2867.206787
	Iteration 1F: 3 clusters Score -347258.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -347456.468750 Penalty: 2867.206787
	Iteration 2F: 3 clusters Score -347456.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -347613.968750 Penalty: 2867.206787
	Iteration 3F: 3 clusters Score -347614 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -347743.937500 Penalty: 2867.206787
	Iteration 4Q: 3 clusters Score -347743.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -347858.500000 Penalty: 2867.206787
	Iteration 5Q: 3 clusters Score -347858.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -347960.656250 Penalty: 2867.206787
	Iteration 6Q: 3 clusters Score -347960.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -348057.406250 Penalty: 2867.206787
	Iteration 7Q: 3 clusters Score -348057.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -348150.468750 Penalty: 2867.206787
	Iteration 8Q: 3 clusters Score -348150.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -348246.375000 Penalty: 2867.206787
	Iteration 9Q: 3 clusters Score -348246.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -348364.468750 Penalty: 2867.206787
	Iteration 10Q: 3 clusters Score -348364.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -348506.937500 Penalty: 2867.206787
	Iteration 11Q: 3 clusters Score -348506.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -348626.500000 Penalty: 2867.206787
	Iteration 12Q: 3 clusters Score -348626.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -348748.187500 Penalty: 2867.206787
	Iteration 13Q: 3 clusters Score -348748.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -348853.593750 Penalty: 2867.206787
	Iteration 14Q: 3 clusters Score -348853.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -348946.343750 Penalty: 2867.206787
	Iteration 15Q: 3 clusters Score -348946.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -349026.375000 Penalty: 2867.206787
	Iteration 16Q: 3 clusters Score -349026.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -349093.312500 Penalty: 2867.206787
	Iteration 17Q: 3 clusters Score -349093.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -349142.531250 Penalty: 2867.206787
	Iteration 18Q: 3 clusters Score -349142.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -349196.968750 Penalty: 2867.206787
	Iteration 19Q: 3 clusters Score -349197 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -349242.218750 Penalty: 2867.206787
	Iteration 20F: 3 clusters Score -349242.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -349283.312500 Penalty: 2867.206787
	Iteration 21Q: 3 clusters Score -349283.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -349328.781250 Penalty: 2867.206787
	Iteration 22Q: 3 clusters Score -349328.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -349372.343750 Penalty: 2867.206787
	Iteration 23Q: 3 clusters Score -349372.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -349420.375000 Penalty: 2867.206787
	Iteration 24Q: 3 clusters Score -349420.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -349461.125000 Penalty: 2867.206787
	Iteration 25Q: 3 clusters Score -349461.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -349496.968750 Penalty: 2867.206787
	Iteration 26Q: 3 clusters Score -349497 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -349522.781250 Penalty: 2867.206787
	Iteration 27Q: 3 clusters Score -349522.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -349547.906250 Penalty: 2867.206787
	Iteration 28Q: 3 clusters Score -349547.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -349576.656250 Penalty: 2867.206787
	Iteration 29Q: 3 clusters Score -349576.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -349600.187500 Penalty: 2867.206787
	Iteration 30Q: 3 clusters Score -349600.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -349619.156250 Penalty: 2867.206787
	Iteration 31Q: 3 clusters Score -349619.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -349632.343750 Penalty: 2867.206787
	Iteration 32Q: 3 clusters Score -349632.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -349642.500000 Penalty: 2867.206787
	Iteration 33Q: 3 clusters Score -349642.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -349647.281250 Penalty: 2867.206787
	Iteration 34Q: 3 clusters Score -349647.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -349654.375000 Penalty: 2867.206787
	Iteration 35Q: 3 clusters Score -349654.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -349659.093750 Penalty: 2867.206787
	Iteration 36Q: 3 clusters Score -349659.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -349664.375000 Penalty: 2867.206787
	Iteration 37Q: 3 clusters Score -349664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -349669.093750 Penalty: 2867.206787
	Iteration 38Q: 3 clusters Score -349669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -349672.406250 Penalty: 2867.206787
	Iteration 39Q: 3 clusters Score -349672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -349677.281250 Penalty: 2867.206787
	Iteration 40F: 3 clusters Score -349677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -349681.000000 Penalty: 2867.206787
	Iteration 41Q: 3 clusters Score -349681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -349686.531250 Penalty: 2867.206787
	Iteration 42Q: 3 clusters Score -349686.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -349687.437500 Penalty: 2867.206787
	Iteration 43Q: 3 clusters Score -349687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -349688.500000 Penalty: 2867.206787
	Iteration 44Q: 3 clusters Score -349688.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -349692.500000 Penalty: 2867.206787
	Iteration 45Q: 3 clusters Score -349692.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -349694.375000 Penalty: 2867.206787
	Iteration 46Q: 3 clusters Score -349694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -349695.625000 Penalty: 2867.206787
	Iteration 47Q: 3 clusters Score -349695.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -349697.593750 Penalty: 2867.206787
	Iteration 48Q: 3 clusters Score -349697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -349698.562500 Penalty: 2867.206787
	Iteration 49Q: 3 clusters Score -349698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -349700.218750 Penalty: 2867.206787
	Iteration 50Q: 3 clusters Score -349700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -349700.156250 Penalty: 2867.206787
	Iteration 51Q: 3 clusters Score -349700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -349700.156250 Penalty: 2867.206787
	Iteration 52F: 3 clusters Score -349700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Entering Unmasked Estep 
Score: -2787614.250000 Penalty: 1777.437500
	Iteration 0F: 2 clusters Score -2787614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -2750029.250000 Penalty: 3554.875000
	Iteration 0F: 3 clusters Score -2750029 nChanged 26436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -2765521.000000 Penalty: 3554.875000
	Iteration 1F: 3 clusters Score -2765521 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2766558.500000 Penalty: 3554.875000
	Iteration 2Q: 3 clusters Score -2766558 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2768061.500000 Penalty: 3554.875000
	Iteration 3F: 3 clusters Score -2768062 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2770490.500000 Penalty: 3554.875000
	Iteration 4F: 3 clusters Score -2770490 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2773841.250000 Penalty: 3554.875000
	Iteration 5F: 3 clusters Score -2773841 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2777644.000000 Penalty: 3554.875000
	Iteration 6F: 3 clusters Score -2777644 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2780730.750000 Penalty: 3554.875000
	Iteration 7F: 3 clusters Score -2780731 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2782829.750000 Penalty: 3554.875000
	Iteration 8Q: 3 clusters Score -2782830 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2784123.000000 Penalty: 3554.875000
	Iteration 9Q: 3 clusters Score -2784123 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2784839.000000 Penalty: 3554.875000
	Iteration 10Q: 3 clusters Score -2784839 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2785246.500000 Penalty: 3554.875000
	Iteration 11Q: 3 clusters Score -2785246 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2785504.250000 Penalty: 3554.875000
	Iteration 12Q: 3 clusters Score -2785504 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2785687.500000 Penalty: 3554.875000
	Iteration 13Q: 3 clusters Score -2785688 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2785826.250000 Penalty: 3554.875000
	Iteration 14Q: 3 clusters Score -2785826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2785908.000000 Penalty: 3554.875000
	Iteration 15Q: 3 clusters Score -2785908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55615 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2785963.750000 Penalty: 3554.875000
	Iteration 16Q: 3 clusters Score -2785964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2786005.750000 Penalty: 3554.875000
	Iteration 17Q: 3 clusters Score -2786006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2786041.500000 Penalty: 3554.875000
	Iteration 18Q: 3 clusters Score -2786042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2786069.000000 Penalty: 3554.875000
	Iteration 19Q: 3 clusters Score -2786069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2786090.250000 Penalty: 3554.875000
	Iteration 20F: 3 clusters Score -2786090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2786106.750000 Penalty: 3554.875000
	Iteration 21Q: 3 clusters Score -2786107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2786117.500000 Penalty: 3554.875000
	Iteration 22Q: 3 clusters Score -2786118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2786126.500000 Penalty: 3554.875000
	Iteration 23Q: 3 clusters Score -2786126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2786142.750000 Penalty: 3554.875000
	Iteration 24Q: 3 clusters Score -2786143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2786151.500000 Penalty: 3554.875000
	Iteration 25Q: 3 clusters Score -2786152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2786158.250000 Penalty: 3554.875000
	Iteration 26Q: 3 clusters Score -2786158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2786165.500000 Penalty: 3554.875000
	Iteration 27Q: 3 clusters Score -2786166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55838 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2786171.750000 Penalty: 3554.875000
	Iteration 28Q: 3 clusters Score -2786172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2786171.250000 Penalty: 3554.875000
	Iteration 29Q: 3 clusters Score -2786171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2786171.500000 Penalty: 3554.875000
	Iteration 30Q: 3 clusters Score -2786172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2786175.250000 Penalty: 3554.875000
	Iteration 31Q: 3 clusters Score -2786175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2786175.500000 Penalty: 3554.875000
	Iteration 32Q: 3 clusters Score -2786176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2786178.000000 Penalty: 3554.875000
	Iteration 33Q: 3 clusters Score -2786178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2786181.000000 Penalty: 3554.875000
	Iteration 34Q: 3 clusters Score -2786181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2786183.000000 Penalty: 3554.875000
	Iteration 35Q: 3 clusters Score -2786183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2786184.500000 Penalty: 3554.875000
	Iteration 36Q: 3 clusters Score -2786184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2786186.750000 Penalty: 3554.875000
	Iteration 37Q: 3 clusters Score -2786187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2786185.000000 Penalty: 3554.875000
	Iteration 38Q: 3 clusters Score -2786185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2786185.000000 Penalty: 3554.875000
	Iteration 39F: 3 clusters Score -2786185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -69737.953125 Penalty: 1181.651855
	Iteration 0F: 2 clusters Score -69737.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -68017.406250 Penalty: 2363.303711
	Iteration 0F: 3 clusters Score -68017.41 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -68355.890625 Penalty: 2363.303711
	Iteration 1F: 3 clusters Score -68355.89 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -68449.859375 Penalty: 2363.303711
	Iteration 2F: 3 clusters Score -68449.86 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -68510.929688 Penalty: 2363.303711
	Iteration 3F: 3 clusters Score -68510.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68551.921875 Penalty: 2363.303711
	Iteration 4Q: 3 clusters Score -68551.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -68586.953125 Penalty: 2363.303711
	Iteration 5Q: 3 clusters Score -68586.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -68607.921875 Penalty: 2363.303711
	Iteration 6Q: 3 clusters Score -68607.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -68621.250000 Penalty: 2363.303711
	Iteration 7Q: 3 clusters Score -68621.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -68629.773438 Penalty: 2363.303711
	Iteration 8Q: 3 clusters Score -68629.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -68636.617188 Penalty: 2363.303711
	Iteration 9Q: 3 clusters Score -68636.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -68647.414062 Penalty: 2363.303711
	Iteration 10Q: 3 clusters Score -68647.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -68660.523438 Penalty: 2363.303711
	Iteration 11Q: 3 clusters Score -68660.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -68678.882812 Penalty: 2363.303711
	Iteration 12Q: 3 clusters Score -68678.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -68700.343750 Penalty: 2363.303711
	Iteration 13Q: 3 clusters Score -68700.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -68722.148438 Penalty: 2363.303711
	Iteration 14Q: 3 clusters Score -68722.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -68742.960938 Penalty: 2363.303711
	Iteration 15Q: 3 clusters Score -68742.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -68761.523438 Penalty: 2363.303711
	Iteration 16Q: 3 clusters Score -68761.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -68776.304688 Penalty: 2363.303711
	Iteration 17Q: 3 clusters Score -68776.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -68792.945312 Penalty: 2363.303711
	Iteration 18Q: 3 clusters Score -68792.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -68806.398438 Penalty: 2363.303711
	Iteration 19Q: 3 clusters Score -68806.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -68820.218750 Penalty: 2363.303711
	Iteration 20F: 3 clusters Score -68820.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -68833.453125 Penalty: 2363.303711
	Iteration 21Q: 3 clusters Score -68833.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -68852.898438 Penalty: 2363.303711
	Iteration 22Q: 3 clusters Score -68852.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -68871.179688 Penalty: 2363.303711
	Iteration 23Q: 3 clusters Score -68871.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -68883.968750 Penalty: 2363.303711
	Iteration 24Q: 3 clusters Score -68883.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -68894.539062 Penalty: 2363.303711
	Iteration 25Q: 3 clusters Score -68894.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -68903.671875 Penalty: 2363.303711
	Iteration 26Q: 3 clusters Score -68903.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -68910.484375 Penalty: 2363.303711
	Iteration 27Q: 3 clusters Score -68910.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -68912.257812 Penalty: 2363.303711
	Iteration 28Q: 3 clusters Score -68912.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -68912.515625 Penalty: 2363.303711
	Iteration 29Q: 3 clusters Score -68912.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -68912.921875 Penalty: 2363.303711
	Iteration 30Q: 3 clusters Score -68912.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -68913.554688 Penalty: 2363.303711
	Iteration 31Q: 3 clusters Score -68913.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -68915.125000 Penalty: 2363.303711
	Iteration 32Q: 3 clusters Score -68915.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -68916.867188 Penalty: 2363.303711
	Iteration 33Q: 3 clusters Score -68916.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -68918.234375 Penalty: 2363.303711
	Iteration 34Q: 3 clusters Score -68918.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -68919.585938 Penalty: 2363.303711
	Iteration 35Q: 3 clusters Score -68919.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -68921.007812 Penalty: 2363.303711
	Iteration 36Q: 3 clusters Score -68921.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -68923.429688 Penalty: 2363.303711
	Iteration 37Q: 3 clusters Score -68923.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -68924.843750 Penalty: 2363.303711
	Iteration 38Q: 3 clusters Score -68924.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -68925.859375 Penalty: 2363.303711
	Iteration 39Q: 3 clusters Score -68925.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -68926.882812 Penalty: 2363.303711
	Iteration 40F: 3 clusters Score -68926.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -68927.984375 Penalty: 2363.303711
	Iteration 41Q: 3 clusters Score -68927.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -68931.554688 Penalty: 2363.303711
	Iteration 42Q: 3 clusters Score -68931.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -68933.375000 Penalty: 2363.303711
	Iteration 43Q: 3 clusters Score -68933.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -68935.375000 Penalty: 2363.303711
	Iteration 44Q: 3 clusters Score -68935.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -68939.078125 Penalty: 2363.303711
	Iteration 45Q: 3 clusters Score -68939.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -68941.242188 Penalty: 2363.303711
	Iteration 46Q: 3 clusters Score -68941.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -68942.343750 Penalty: 2363.303711
	Iteration 47Q: 3 clusters Score -68942.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -68942.343750 Penalty: 2363.303711
	Iteration 48F: 3 clusters Score -68942.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (363609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363609 members 
Entering Unmasked Estep 
Score: -18178236.000000 Penalty: 2080.623047
	Iteration 0F: 2 clusters Score -1.817824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182016 members 
Mstep: Class 2 contains 181593 members 
Entering Unmasked Estep 
Score: -17932548.000000 Penalty: 4161.246094
	Iteration 0F: 3 clusters Score -1.793255e+07 nChanged 177235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190073 members 
Mstep: Class 2 contains 173536 members 
Entering Unmasked Estep 
Score: -18038814.000000 Penalty: 4161.246094
	Iteration 1F: 3 clusters Score -1.803881e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196627 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -18041274.000000 Penalty: 4161.246094
	Iteration 2Q: 3 clusters Score -1.804127e+07 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207118 members 
Mstep: Class 2 contains 156491 members 
Entering Unmasked Estep 
Score: -18045850.000000 Penalty: 4161.246094
	Iteration 3Q: 3 clusters Score -1.804585e+07 nChanged 18861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222953 members 
Mstep: Class 2 contains 140656 members 
Entering Unmasked Estep 
Score: -18054596.000000 Penalty: 4161.246094
	Iteration 4F: 3 clusters Score -1.80546e+07 nChanged 25121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245524 members 
Mstep: Class 2 contains 118085 members 
Entering Unmasked Estep 
Score: -18070252.000000 Penalty: 4161.246094
	Iteration 5F: 3 clusters Score -1.807025e+07 nChanged 30170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273728 members 
Mstep: Class 2 contains 89881 members 
Entering Unmasked Estep 
Score: -18094022.000000 Penalty: 4161.246094
	Iteration 6F: 3 clusters Score -1.809402e+07 nChanged 31309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303727 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -18121926.000000 Penalty: 4161.246094
	Iteration 7F: 3 clusters Score -1.812193e+07 nChanged 26170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329373 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -18146856.000000 Penalty: 4161.246094
	Iteration 8F: 3 clusters Score -1.814686e+07 nChanged 17224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346489 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -18162804.000000 Penalty: 4161.246094
	Iteration 9Q: 3 clusters Score -1.81628e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355714 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -18170764.000000 Penalty: 4161.246094
	Iteration 10Q: 3 clusters Score -1.817076e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359987 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -18174056.000000 Penalty: 4161.246094
	Iteration 11Q: 3 clusters Score -1.817406e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361800 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -18175380.000000 Penalty: 4161.246094
	Iteration 12Q: 3 clusters Score -1.817538e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362546 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -18175884.000000 Penalty: 4161.246094
	Iteration 13Q: 3 clusters Score -1.817588e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362868 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -18176100.000000 Penalty: 4161.246094
	Iteration 14Q: 3 clusters Score -1.81761e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363020 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -18176194.000000 Penalty: 4161.246094
	Iteration 15Q: 3 clusters Score -1.817619e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363100 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -18176272.000000 Penalty: 4161.246094
	Iteration 16Q: 3 clusters Score -1.817627e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363145 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -18176318.000000 Penalty: 4161.246094
	Iteration 17Q: 3 clusters Score -1.817632e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363181 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -18176354.000000 Penalty: 4161.246094
	Iteration 18Q: 3 clusters Score -1.817635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363200 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -18176360.000000 Penalty: 4161.246094
	Iteration 19Q: 3 clusters Score -1.817636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363214 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -18176368.000000 Penalty: 4161.246094
	Iteration 20F: 3 clusters Score -1.817637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -18176392.000000 Penalty: 4161.246094
	Iteration 21Q: 3 clusters Score -1.817639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -18176380.000000 Penalty: 4161.246094
	Iteration 22Q: 3 clusters Score -1.817638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363250 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -18176394.000000 Penalty: 4161.246094
	Iteration 23Q: 3 clusters Score -1.817639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363254 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18176416.000000 Penalty: 4161.246094
	Iteration 24Q: 3 clusters Score -1.817642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363260 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -18176418.000000 Penalty: 4161.246094
	Iteration 25Q: 3 clusters Score -1.817642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363268 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18176428.000000 Penalty: 4161.246094
	Iteration 26Q: 3 clusters Score -1.817643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363268 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18176428.000000 Penalty: 4161.246094
	Iteration 27Q: 3 clusters Score -1.817643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363268 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -18176414.000000 Penalty: 4161.246094
	Iteration 28Q: 3 clusters Score -1.817641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363270 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -18176436.000000 Penalty: 4161.246094
	Iteration 29Q: 3 clusters Score -1.817644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363271 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -18176420.000000 Penalty: 4161.246094
	Iteration 30Q: 3 clusters Score -1.817642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363273 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -18176424.000000 Penalty: 4161.246094
	Iteration 31Q: 3 clusters Score -1.817642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18176436.000000 Penalty: 4161.246094
	Iteration 32Q: 3 clusters Score -1.817644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363275 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -18176444.000000 Penalty: 4161.246094
	Iteration 33Q: 3 clusters Score -1.817644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18176450.000000 Penalty: 4161.246094
	Iteration 34Q: 3 clusters Score -1.817645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -18176450.000000 Penalty: 4161.246094
	Iteration 35F: 3 clusters Score -1.817645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Entering Unmasked Estep 
Score: -552896.312500 Penalty: 1518.669312
	Iteration 0F: 2 clusters Score -552896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -544852.500000 Penalty: 3037.338623
	Iteration 0F: 3 clusters Score -544852.5 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -547453.500000 Penalty: 3037.338623
	Iteration 1F: 3 clusters Score -547453.5 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -547693.937500 Penalty: 3037.338623
	Iteration 2F: 3 clusters Score -547693.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -547955.750000 Penalty: 3037.338623
	Iteration 3Q: 3 clusters Score -547955.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -548309.625000 Penalty: 3037.338623
	Iteration 4Q: 3 clusters Score -548309.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -548713.437500 Penalty: 3037.338623
	Iteration 5F: 3 clusters Score -548713.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -549128.125000 Penalty: 3037.338623
	Iteration 6F: 3 clusters Score -549128.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -549564.812500 Penalty: 3037.338623
	Iteration 7F: 3 clusters Score -549564.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -550031.312500 Penalty: 3037.338623
	Iteration 8F: 3 clusters Score -550031.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -550474.687500 Penalty: 3037.338623
	Iteration 9F: 3 clusters Score -550474.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -550854.875000 Penalty: 3037.338623
	Iteration 10Q: 3 clusters Score -550854.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -551144.750000 Penalty: 3037.338623
	Iteration 11Q: 3 clusters Score -551144.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -551351.000000 Penalty: 3037.338623
	Iteration 12Q: 3 clusters Score -551351 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -551530.875000 Penalty: 3037.338623
	Iteration 13Q: 3 clusters Score -551530.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -551698.125000 Penalty: 3037.338623
	Iteration 14Q: 3 clusters Score -551698.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -551787.125000 Penalty: 3037.338623
	Iteration 15Q: 3 clusters Score -551787.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -551848.937500 Penalty: 3037.338623
	Iteration 16Q: 3 clusters Score -551848.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -551886.937500 Penalty: 3037.338623
	Iteration 17Q: 3 clusters Score -551886.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -551912.937500 Penalty: 3037.338623
	Iteration 18Q: 3 clusters Score -551912.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -551934.250000 Penalty: 3037.338623
	Iteration 19Q: 3 clusters Score -551934.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -551948.062500 Penalty: 3037.338623
	Iteration 20F: 3 clusters Score -551948.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -551954.312500 Penalty: 3037.338623
	Iteration 21Q: 3 clusters Score -551954.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -551961.062500 Penalty: 3037.338623
	Iteration 22Q: 3 clusters Score -551961.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -551969.500000 Penalty: 3037.338623
	Iteration 23Q: 3 clusters Score -551969.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -551978.062500 Penalty: 3037.338623
	Iteration 24Q: 3 clusters Score -551978.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -551987.187500 Penalty: 3037.338623
	Iteration 25Q: 3 clusters Score -551987.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -551991.375000 Penalty: 3037.338623
	Iteration 26Q: 3 clusters Score -551991.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -551994.625000 Penalty: 3037.338623
	Iteration 27Q: 3 clusters Score -551994.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -551996.750000 Penalty: 3037.338623
	Iteration 28Q: 3 clusters Score -551996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -551997.500000 Penalty: 3037.338623
	Iteration 29Q: 3 clusters Score -551997.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -551998.875000 Penalty: 3037.338623
	Iteration 30Q: 3 clusters Score -551998.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -552001.562500 Penalty: 3037.338623
	Iteration 31Q: 3 clusters Score -552001.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -552003.250000 Penalty: 3037.338623
	Iteration 32Q: 3 clusters Score -552003.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -552005.250000 Penalty: 3037.338623
	Iteration 33Q: 3 clusters Score -552005.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -552006.812500 Penalty: 3037.338623
	Iteration 34Q: 3 clusters Score -552006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -552008.250000 Penalty: 3037.338623
	Iteration 35Q: 3 clusters Score -552008.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -552010.437500 Penalty: 3037.338623
	Iteration 36Q: 3 clusters Score -552010.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -552011.687500 Penalty: 3037.338623
	Iteration 37Q: 3 clusters Score -552011.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -552012.812500 Penalty: 3037.338623
	Iteration 38Q: 3 clusters Score -552012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -552014.000000 Penalty: 3037.338623
	Iteration 39Q: 3 clusters Score -552014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -552015.562500 Penalty: 3037.338623
	Iteration 40F: 3 clusters Score -552015.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -552016.625000 Penalty: 3037.338623
	Iteration 41Q: 3 clusters Score -552016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -552016.625000 Penalty: 3037.338623
	Iteration 42Q: 3 clusters Score -552016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -552016.625000 Penalty: 3037.338623
	Iteration 43F: 3 clusters Score -552016.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -337026.468750 Penalty: 1444.467773
	Iteration 0F: 2 clusters Score -337026.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -331632.718750 Penalty: 2888.935547
	Iteration 0F: 3 clusters Score -331632.7 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -333303.718750 Penalty: 2888.935547
	Iteration 1F: 3 clusters Score -333303.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -333614.250000 Penalty: 2888.935547
	Iteration 2F: 3 clusters Score -333614.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -333845.062500 Penalty: 2888.935547
	Iteration 3F: 3 clusters Score -333845.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -334039.250000 Penalty: 2888.935547
	Iteration 4Q: 3 clusters Score -334039.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -334235.281250 Penalty: 2888.935547
	Iteration 5Q: 3 clusters Score -334235.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -334400.562500 Penalty: 2888.935547
	Iteration 6Q: 3 clusters Score -334400.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -334561.875000 Penalty: 2888.935547
	Iteration 7Q: 3 clusters Score -334561.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -334725.031250 Penalty: 2888.935547
	Iteration 8Q: 3 clusters Score -334725 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -334861.875000 Penalty: 2888.935547
	Iteration 9Q: 3 clusters Score -334861.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -334971.687500 Penalty: 2888.935547
	Iteration 10Q: 3 clusters Score -334971.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -335054.375000 Penalty: 2888.935547
	Iteration 11Q: 3 clusters Score -335054.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -335117.656250 Penalty: 2888.935547
	Iteration 12Q: 3 clusters Score -335117.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -335162.843750 Penalty: 2888.935547
	Iteration 13Q: 3 clusters Score -335162.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -335192.718750 Penalty: 2888.935547
	Iteration 14Q: 3 clusters Score -335192.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -335217.343750 Penalty: 2888.935547
	Iteration 15Q: 3 clusters Score -335217.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -335235.781250 Penalty: 2888.935547
	Iteration 16Q: 3 clusters Score -335235.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -335253.093750 Penalty: 2888.935547
	Iteration 17Q: 3 clusters Score -335253.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -335266.718750 Penalty: 2888.935547
	Iteration 18Q: 3 clusters Score -335266.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -335274.187500 Penalty: 2888.935547
	Iteration 19Q: 3 clusters Score -335274.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -335281.406250 Penalty: 2888.935547
	Iteration 20F: 3 clusters Score -335281.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -335288.281250 Penalty: 2888.935547
	Iteration 21Q: 3 clusters Score -335288.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -335293.625000 Penalty: 2888.935547
	Iteration 22Q: 3 clusters Score -335293.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -335298.625000 Penalty: 2888.935547
	Iteration 23Q: 3 clusters Score -335298.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -335305.500000 Penalty: 2888.935547
	Iteration 24Q: 3 clusters Score -335305.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -335311.468750 Penalty: 2888.935547
	Iteration 25Q: 3 clusters Score -335311.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -335319.875000 Penalty: 2888.935547
	Iteration 26Q: 3 clusters Score -335319.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -335326.156250 Penalty: 2888.935547
	Iteration 27Q: 3 clusters Score -335326.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -335329.406250 Penalty: 2888.935547
	Iteration 28Q: 3 clusters Score -335329.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -335331.750000 Penalty: 2888.935547
	Iteration 29Q: 3 clusters Score -335331.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -335334.125000 Penalty: 2888.935547
	Iteration 30Q: 3 clusters Score -335334.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -335337.375000 Penalty: 2888.935547
	Iteration 31Q: 3 clusters Score -335337.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -335338.625000 Penalty: 2888.935547
	Iteration 32Q: 3 clusters Score -335338.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -335339.906250 Penalty: 2888.935547
	Iteration 33Q: 3 clusters Score -335339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -335340.531250 Penalty: 2888.935547
	Iteration 34Q: 3 clusters Score -335340.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -335340.968750 Penalty: 2888.935547
	Iteration 35Q: 3 clusters Score -335341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -335341.906250 Penalty: 2888.935547
	Iteration 36Q: 3 clusters Score -335341.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -335342.781250 Penalty: 2888.935547
	Iteration 37Q: 3 clusters Score -335342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -335342.968750 Penalty: 2888.935547
	Iteration 38Q: 3 clusters Score -335343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -335342.656250 Penalty: 2888.935547
	Iteration 39Q: 3 clusters Score -335342.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -335342.968750 Penalty: 2888.935547
	Iteration 40F: 3 clusters Score -335343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -335343.531250 Penalty: 2888.935547
	Iteration 41Q: 3 clusters Score -335343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -335343.187500 Penalty: 2888.935547
	Iteration 42Q: 3 clusters Score -335343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -335344.750000 Penalty: 2888.935547
	Iteration 43Q: 3 clusters Score -335344.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -335344.750000 Penalty: 2888.935547
	Iteration 44F: 3 clusters Score -335344.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -111130.109375 Penalty: 1265.247192
	Iteration 0F: 2 clusters Score -111130.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -108753.414062 Penalty: 2530.494385
	Iteration 0F: 3 clusters Score -108753.4 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -109285.851562 Penalty: 2530.494385
	Iteration 1F: 3 clusters Score -109285.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -109456.367188 Penalty: 2530.494385
	Iteration 2F: 3 clusters Score -109456.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -109565.523438 Penalty: 2530.494385
	Iteration 3F: 3 clusters Score -109565.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -109628.601562 Penalty: 2530.494385
	Iteration 4Q: 3 clusters Score -109628.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -109670.117188 Penalty: 2530.494385
	Iteration 5Q: 3 clusters Score -109670.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -109693.632812 Penalty: 2530.494385
	Iteration 6Q: 3 clusters Score -109693.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -109710.265625 Penalty: 2530.494385
	Iteration 7Q: 3 clusters Score -109710.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -109723.640625 Penalty: 2530.494385
	Iteration 8Q: 3 clusters Score -109723.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -109735.710938 Penalty: 2530.494385
	Iteration 9Q: 3 clusters Score -109735.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -109750.468750 Penalty: 2530.494385
	Iteration 10Q: 3 clusters Score -109750.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -109762.875000 Penalty: 2530.494385
	Iteration 11Q: 3 clusters Score -109762.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -109769.968750 Penalty: 2530.494385
	Iteration 12Q: 3 clusters Score -109770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -109775.578125 Penalty: 2530.494385
	Iteration 13Q: 3 clusters Score -109775.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -109780.101562 Penalty: 2530.494385
	Iteration 14Q: 3 clusters Score -109780.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -109784.140625 Penalty: 2530.494385
	Iteration 15Q: 3 clusters Score -109784.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -109786.601562 Penalty: 2530.494385
	Iteration 16Q: 3 clusters Score -109786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -109788.289062 Penalty: 2530.494385
	Iteration 17Q: 3 clusters Score -109788.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -109790.960938 Penalty: 2530.494385
	Iteration 18Q: 3 clusters Score -109791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -109793.398438 Penalty: 2530.494385
	Iteration 19Q: 3 clusters Score -109793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -109794.914062 Penalty: 2530.494385
	Iteration 20F: 3 clusters Score -109794.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -109796.601562 Penalty: 2530.494385
	Iteration 21Q: 3 clusters Score -109796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -109797.656250 Penalty: 2530.494385
	Iteration 22Q: 3 clusters Score -109797.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -109798.804688 Penalty: 2530.494385
	Iteration 23Q: 3 clusters Score -109798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -109799.687500 Penalty: 2530.494385
	Iteration 24Q: 3 clusters Score -109799.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -109800.859375 Penalty: 2530.494385
	Iteration 25Q: 3 clusters Score -109800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -109801.578125 Penalty: 2530.494385
	Iteration 26Q: 3 clusters Score -109801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -109802.023438 Penalty: 2530.494385
	Iteration 27Q: 3 clusters Score -109802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -109802.601562 Penalty: 2530.494385
	Iteration 28Q: 3 clusters Score -109802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -109802.601562 Penalty: 2530.494385
	Iteration 29F: 3 clusters Score -109802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Entering Unmasked Estep 
Score: -374646.093750 Penalty: 1445.962158
	Iteration 0F: 2 clusters Score -374646.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -369141.718750 Penalty: 2891.924316
	Iteration 0F: 3 clusters Score -369141.7 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -370775.750000 Penalty: 2891.924316
	Iteration 1F: 3 clusters Score -370775.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -371019.500000 Penalty: 2891.924316
	Iteration 2F: 3 clusters Score -371019.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -371220.375000 Penalty: 2891.924316
	Iteration 3F: 3 clusters Score -371220.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -371430.218750 Penalty: 2891.924316
	Iteration 4F: 3 clusters Score -371430.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -371644.187500 Penalty: 2891.924316
	Iteration 5F: 3 clusters Score -371644.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -371878.531250 Penalty: 2891.924316
	Iteration 6Q: 3 clusters Score -371878.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -372132.500000 Penalty: 2891.924316
	Iteration 7F: 3 clusters Score -372132.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -372373.000000 Penalty: 2891.924316
	Iteration 8Q: 3 clusters Score -372373 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -372604.562500 Penalty: 2891.924316
	Iteration 9Q: 3 clusters Score -372604.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -372856.718750 Penalty: 2891.924316
	Iteration 10Q: 3 clusters Score -372856.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -373060.187500 Penalty: 2891.924316
	Iteration 11Q: 3 clusters Score -373060.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -373225.062500 Penalty: 2891.924316
	Iteration 12Q: 3 clusters Score -373225.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -373326.156250 Penalty: 2891.924316
	Iteration 13Q: 3 clusters Score -373326.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -373397.968750 Penalty: 2891.924316
	Iteration 14Q: 3 clusters Score -373398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -373444.406250 Penalty: 2891.924316
	Iteration 15Q: 3 clusters Score -373444.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -373470.968750 Penalty: 2891.924316
	Iteration 16Q: 3 clusters Score -373471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -373487.343750 Penalty: 2891.924316
	Iteration 17Q: 3 clusters Score -373487.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -373501.250000 Penalty: 2891.924316
	Iteration 18Q: 3 clusters Score -373501.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -373507.343750 Penalty: 2891.924316
	Iteration 19Q: 3 clusters Score -373507.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -373509.500000 Penalty: 2891.924316
	Iteration 20F: 3 clusters Score -373509.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -373509.968750 Penalty: 2891.924316
	Iteration 21Q: 3 clusters Score -373510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -373510.218750 Penalty: 2891.924316
	Iteration 22Q: 3 clusters Score -373510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -373510.250000 Penalty: 2891.924316
	Iteration 23Q: 3 clusters Score -373510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -373510.937500 Penalty: 2891.924316
	Iteration 24Q: 3 clusters Score -373510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -373510.812500 Penalty: 2891.924316
	Iteration 25Q: 3 clusters Score -373510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -373511.687500 Penalty: 2891.924316
	Iteration 26Q: 3 clusters Score -373511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -373512.312500 Penalty: 2891.924316
	Iteration 27Q: 3 clusters Score -373512.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -373512.312500 Penalty: 2891.924316
	Iteration 28F: 3 clusters Score -373512.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Entering Unmasked Estep 
Score: -1631072.625000 Penalty: 1685.631470
	Iteration 0F: 2 clusters Score -1631073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1609585.500000 Penalty: 3371.262939
	Iteration 0F: 3 clusters Score -1609586 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -1617674.750000 Penalty: 3371.262939
	Iteration 1F: 3 clusters Score -1617675 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1618054.375000 Penalty: 3371.262939
	Iteration 2Q: 3 clusters Score -1618054 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -1618441.500000 Penalty: 3371.262939
	Iteration 3Q: 3 clusters Score -1618442 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1618897.625000 Penalty: 3371.262939
	Iteration 4Q: 3 clusters Score -1618898 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -1619472.750000 Penalty: 3371.262939
	Iteration 5Q: 3 clusters Score -1619473 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1620195.500000 Penalty: 3371.262939
	Iteration 6Q: 3 clusters Score -1620196 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -1621046.750000 Penalty: 3371.262939
	Iteration 7F: 3 clusters Score -1621047 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1621980.500000 Penalty: 3371.262939
	Iteration 8F: 3 clusters Score -1621980 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1622960.250000 Penalty: 3371.262939
	Iteration 9F: 3 clusters Score -1622960 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1623847.750000 Penalty: 3371.262939
	Iteration 10Q: 3 clusters Score -1623848 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1624497.875000 Penalty: 3371.262939
	Iteration 11Q: 3 clusters Score -1624498 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1624912.250000 Penalty: 3371.262939
	Iteration 12Q: 3 clusters Score -1624912 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1625139 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1625269 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1625396 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1625497 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1625595 nChanged 378
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1625710 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1625819 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1625944 nChanged 417
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1626073 nChanged 417
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1626181 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1626278 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1626386 nChanged 367
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1626478 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1626549 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1626632 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1626694 nChanged 282
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1626763 nChanged 288
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Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1626836 nChanged 286
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Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1626901 nChanged 278
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Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1626964 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1627038 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1627104 nChanged 278
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Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1627168 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1627221 nChanged 251
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Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1627272 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1627323 nChanged 219
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Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1627365 nChanged 206
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Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1627422 nChanged 214
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Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1627463 nChanged 185
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Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1627499 nChanged 200
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Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1627540 nChanged 224
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Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1627589 nChanged 219
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Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1627634 nChanged 197
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Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1627680 nChanged 219
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Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1627728 nChanged 198
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Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 7938 members 
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	Iteration 48Q: 3 clusters Score -1627771 nChanged 189
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1627806 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1627861 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1627902 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1627958 nChanged 222
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Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1628019 nChanged 222
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Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1628059 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1628089 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1628127 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1628151 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1628193 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1628232 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1628278 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1628320 nChanged 185
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Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1628360 nChanged 172
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Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1628397 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1628434 nChanged 169
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Mstep: Class 1 contains 27276 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1628474 nChanged 176
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Mstep: Class 1 contains 27452 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1628514 nChanged 176
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Mstep: Class 1 contains 27628 members 
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	Iteration 67Q: 3 clusters Score -1628569 nChanged 176
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Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1628628 nChanged 173
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Mstep: Class 1 contains 27977 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1628671 nChanged 182
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Mstep: Class 1 contains 28159 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1628722 nChanged 154
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Mstep: Class 1 contains 28311 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1628759 nChanged 182
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Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1628815 nChanged 166
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Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1628864 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1628900 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1628947 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1628989 nChanged 117
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Mstep: Class 1 contains 29243 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1629018 nChanged 115
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Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1629053 nChanged 105
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Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1629084 nChanged 86
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Mstep: Class 1 contains 29549 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1629106 nChanged 85
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Mstep: Class 1 contains 29634 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1629130 nChanged 97
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Mstep: Class 1 contains 29731 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1629160 nChanged 99
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Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1629184.000000 Penalty: 3371.262939
	Iteration 83Q: 3 clusters Score -1629184 nChanged 80
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Mstep: Class 1 contains 29910 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1629206 nChanged 78
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Mstep: Class 1 contains 29988 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1629228 nChanged 60
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Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1629249 nChanged 50
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Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 1890 members 
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	Iteration 87Q: 3 clusters Score -1629261 nChanged 51
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Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1839 members 
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	Iteration 88Q: 3 clusters Score -1629272 nChanged 54
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Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1629290 nChanged 60
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Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1629308 nChanged 48
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Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 1677 members 
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	Iteration 91Q: 3 clusters Score -1629324 nChanged 41
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Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1629333 nChanged 33
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Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1629341.000000 Penalty: 3371.262939
	Iteration 93Q: 3 clusters Score -1629341 nChanged 37
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Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 1566 members 
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	Iteration 94Q: 3 clusters Score -1629351 nChanged 22
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Mstep: Class 1 contains 30444 members 
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	Iteration 95Q: 3 clusters Score -1629354 nChanged 20
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Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 1524 members 
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	Iteration 96Q: 3 clusters Score -1629358 nChanged 20
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Mstep: Class 1 contains 30484 members 
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	Iteration 97Q: 3 clusters Score -1629363 nChanged 19
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Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1629369 nChanged 22
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Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1629375 nChanged 20
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Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1629381.750000 Penalty: 3371.262939
	Iteration 100F: 3 clusters Score -1629382 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1629387 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1629388 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1629395 nChanged 15
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Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1629402.000000 Penalty: 3371.262939
	Iteration 104Q: 3 clusters Score -1629402 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1629406.625000 Penalty: 3371.262939
	Iteration 105Q: 3 clusters Score -1629407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1629408.250000 Penalty: 3371.262939
	Iteration 106Q: 3 clusters Score -1629408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1629408.625000 Penalty: 3371.262939
	Iteration 107Q: 3 clusters Score -1629409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1629417.125000 Penalty: 3371.262939
	Iteration 108Q: 3 clusters Score -1629417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1629420.125000 Penalty: 3371.262939
	Iteration 109Q: 3 clusters Score -1629420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1629422.000000 Penalty: 3371.262939
	Iteration 110Q: 3 clusters Score -1629422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1629423.375000 Penalty: 3371.262939
	Iteration 111Q: 3 clusters Score -1629423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1629426.500000 Penalty: 3371.262939
	Iteration 112Q: 3 clusters Score -1629426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1629433.000000 Penalty: 3371.262939
	Iteration 113Q: 3 clusters Score -1629433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1629437.250000 Penalty: 3371.262939
	Iteration 114Q: 3 clusters Score -1629437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1629438.125000 Penalty: 3371.262939
	Iteration 115Q: 3 clusters Score -1629438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1629440.750000 Penalty: 3371.262939
	Iteration 116Q: 3 clusters Score -1629441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1629441.375000 Penalty: 3371.262939
	Iteration 117Q: 3 clusters Score -1629441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1629444.500000 Penalty: 3371.262939
	Iteration 118Q: 3 clusters Score -1629444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1629449.250000 Penalty: 3371.262939
	Iteration 119Q: 3 clusters Score -1629449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1629454.125000 Penalty: 3371.262939
	Iteration 120F: 3 clusters Score -1629454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1629458.125000 Penalty: 3371.262939
	Iteration 121Q: 3 clusters Score -1629458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1629460.500000 Penalty: 3371.262939
	Iteration 122Q: 3 clusters Score -1629460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1629460.000000 Penalty: 3371.262939
	Iteration 123Q: 3 clusters Score -1629460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1629464.375000 Penalty: 3371.262939
	Iteration 124Q: 3 clusters Score -1629464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1629465.375000 Penalty: 3371.262939
	Iteration 125Q: 3 clusters Score -1629465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1629466.125000 Penalty: 3371.262939
	Iteration 126Q: 3 clusters Score -1629466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1629467.750000 Penalty: 3371.262939
	Iteration 127Q: 3 clusters Score -1629468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1629476.000000 Penalty: 3371.262939
	Iteration 128Q: 3 clusters Score -1629476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1629476.875000 Penalty: 3371.262939
	Iteration 129Q: 3 clusters Score -1629477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1629483.375000 Penalty: 3371.262939
	Iteration 130Q: 3 clusters Score -1629483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1629486.250000 Penalty: 3371.262939
	Iteration 131Q: 3 clusters Score -1629486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1629491.875000 Penalty: 3371.262939
	Iteration 132Q: 3 clusters Score -1629492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1629497.125000 Penalty: 3371.262939
	Iteration 133Q: 3 clusters Score -1629497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1629498.000000 Penalty: 3371.262939
	Iteration 134Q: 3 clusters Score -1629498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1629500.125000 Penalty: 3371.262939
	Iteration 135Q: 3 clusters Score -1629500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1629499.375000 Penalty: 3371.262939
	Iteration 136Q: 3 clusters Score -1629499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1629497.375000 Penalty: 3371.262939
	Iteration 137Q: 3 clusters Score -1629497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1629502.500000 Penalty: 3371.262939
	Iteration 138Q: 3 clusters Score -1629502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1629506.375000 Penalty: 3371.262939
	Iteration 139Q: 3 clusters Score -1629506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1629508.875000 Penalty: 3371.262939
	Iteration 140F: 3 clusters Score -1629509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1629509.500000 Penalty: 3371.262939
	Iteration 141Q: 3 clusters Score -1629510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1629512.000000 Penalty: 3371.262939
	Iteration 142Q: 3 clusters Score -1629512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1629513.500000 Penalty: 3371.262939
	Iteration 143Q: 3 clusters Score -1629514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1629515.000000 Penalty: 3371.262939
	Iteration 144Q: 3 clusters Score -1629515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1629511.375000 Penalty: 3371.262939
	Iteration 145Q: 3 clusters Score -1629511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1629510.375000 Penalty: 3371.262939
	Iteration 146Q: 3 clusters Score -1629510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1629510.000000 Penalty: 3371.262939
	Iteration 147Q: 3 clusters Score -1629510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1629511.875000 Penalty: 3371.262939
	Iteration 148Q: 3 clusters Score -1629512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1629513.125000 Penalty: 3371.262939
	Iteration 149Q: 3 clusters Score -1629513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1629513.000000 Penalty: 3371.262939
	Iteration 150Q: 3 clusters Score -1629513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1629515.250000 Penalty: 3371.262939
	Iteration 151Q: 3 clusters Score -1629515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1629514.500000 Penalty: 3371.262939
	Iteration 152Q: 3 clusters Score -1629514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1629514.500000 Penalty: 3371.262939
	Iteration 153F: 3 clusters Score -1629514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5550 members 
Mstep: Class 9 contains 14270 members 
Mstep: Class 10 contains 46122 members 
Mstep: Class 11 contains 17863 members 
Mstep: Class 12 contains 6783 members 
Mstep: Class 13 contains 56279 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363609 members 
Mstep: Class 16 contains 11449 members 
Mstep: Class 17 contains 7252 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7319 members 
Mstep: Class 20 contains 31988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198400.000000 Penalty: 38844.960938
Iteration 159Q: 19 clusters Score -2.81984e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5543 members 
Mstep: Class 9 contains 14268 members 
Mstep: Class 10 contains 46131 members 
Mstep: Class 11 contains 17856 members 
Mstep: Class 12 contains 6781 members 
Mstep: Class 13 contains 56287 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363614 members 
Mstep: Class 16 contains 11453 members 
Mstep: Class 17 contains 7256 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7310 members 
Mstep: Class 20 contains 31985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198428.000000 Penalty: 38844.960938
Iteration 160F: 19 clusters Score -2.819843e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 9 contains 14265 members 
Mstep: Class 10 contains 46144 members 
Mstep: Class 11 contains 17846 members 
Mstep: Class 12 contains 6780 members 
Mstep: Class 13 contains 56293 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363611 members 
Mstep: Class 16 contains 11457 members 
Mstep: Class 17 contains 7264 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7304 members 
Mstep: Class 20 contains 31984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198450.000000 Penalty: 38844.960938
Iteration 161Q: 19 clusters Score -2.819845e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3135 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5525 members 
Mstep: Class 9 contains 14265 members 
Mstep: Class 10 contains 46158 members 
Mstep: Class 11 contains 17833 members 
Mstep: Class 12 contains 6780 members 
Mstep: Class 13 contains 56299 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363615 members 
Mstep: Class 16 contains 11463 members 
Mstep: Class 17 contains 7266 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7300 members 
Mstep: Class 20 contains 31980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198432.000000 Penalty: 38844.960938
Iteration 162Q: 19 clusters Score -2.819843e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3137 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5515 members 
Mstep: Class 9 contains 14262 members 
Mstep: Class 10 contains 46173 members 
Mstep: Class 11 contains 17827 members 
Mstep: Class 12 contains 6780 members 
Mstep: Class 13 contains 56301 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363610 members 
Mstep: Class 16 contains 11471 members 
Mstep: Class 17 contains 7272 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7293 members 
Mstep: Class 20 contains 31978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198428.000000 Penalty: 38844.960938
Iteration 163Q: 19 clusters Score -2.819843e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5501 members 
Mstep: Class 9 contains 14264 members 
Mstep: Class 10 contains 46189 members 
Mstep: Class 11 contains 17821 members 
Mstep: Class 12 contains 6780 members 
Mstep: Class 13 contains 56307 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363602 members 
Mstep: Class 16 contains 11476 members 
Mstep: Class 17 contains 7278 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 31974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198456.000000 Penalty: 38844.960938
Iteration 164Q: 19 clusters Score -2.819846e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 6262 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5495 members 
Mstep: Class 9 contains 14263 members 
Mstep: Class 10 contains 46200 members 
Mstep: Class 11 contains 17815 members 
Mstep: Class 12 contains 6779 members 
Mstep: Class 13 contains 56317 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363594 members 
Mstep: Class 16 contains 11483 members 
Mstep: Class 17 contains 7284 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7273 members 
Mstep: Class 20 contains 31975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198434.000000 Penalty: 38844.960938
Iteration 165Q: 19 clusters Score -2.819843e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3138 members 
Mstep: Class 5 contains 6263 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5491 members 
Mstep: Class 9 contains 14262 members 
Mstep: Class 10 contains 46214 members 
Mstep: Class 11 contains 17812 members 
Mstep: Class 12 contains 6778 members 
Mstep: Class 13 contains 56329 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363577 members 
Mstep: Class 16 contains 11488 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7264 members 
Mstep: Class 20 contains 31973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198524.000000 Penalty: 38844.960938
Iteration 166Q: 19 clusters Score -2.819852e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3139 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5480 members 
Mstep: Class 9 contains 14261 members 
Mstep: Class 10 contains 46226 members 
Mstep: Class 11 contains 17803 members 
Mstep: Class 12 contains 6778 members 
Mstep: Class 13 contains 56334 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363576 members 
Mstep: Class 16 contains 11487 members 
Mstep: Class 17 contains 7300 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7259 members 
Mstep: Class 20 contains 31971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198540.000000 Penalty: 38844.960938
Iteration 167Q: 19 clusters Score -2.819854e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3142 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5467 members 
Mstep: Class 9 contains 14261 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 11 contains 17795 members 
Mstep: Class 12 contains 6778 members 
Mstep: Class 13 contains 56334 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363585 members 
Mstep: Class 16 contains 11488 members 
Mstep: Class 17 contains 7303 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7252 members 
Mstep: Class 20 contains 31969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198526.000000 Penalty: 38844.960938
Iteration 168Q: 19 clusters Score -2.819853e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 9 contains 14260 members 
Mstep: Class 10 contains 46251 members 
Mstep: Class 11 contains 17785 members 
Mstep: Class 12 contains 6776 members 
Mstep: Class 13 contains 56337 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363591 members 
Mstep: Class 16 contains 11488 members 
Mstep: Class 17 contains 7310 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7246 members 
Mstep: Class 20 contains 31966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198540.000000 Penalty: 38844.960938
Iteration 169Q: 19 clusters Score -2.819854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5455 members 
Mstep: Class 9 contains 14260 members 
Mstep: Class 10 contains 46259 members 
Mstep: Class 11 contains 17779 members 
Mstep: Class 12 contains 6774 members 
Mstep: Class 13 contains 56336 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363599 members 
Mstep: Class 16 contains 11489 members 
Mstep: Class 17 contains 7318 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7240 members 
Mstep: Class 20 contains 31959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198554.000000 Penalty: 38844.960938
Iteration 170Q: 19 clusters Score -2.819855e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3144 members 
Mstep: Class 5 contains 6264 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5453 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 46270 members 
Mstep: Class 11 contains 17772 members 
Mstep: Class 12 contains 6771 members 
Mstep: Class 13 contains 56334 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363607 members 
Mstep: Class 16 contains 11489 members 
Mstep: Class 17 contains 7328 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7237 members 
Mstep: Class 20 contains 31951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198554.000000 Penalty: 38844.960938
Iteration 171Q: 19 clusters Score -2.819855e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5446 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 46281 members 
Mstep: Class 11 contains 17769 members 
Mstep: Class 12 contains 6769 members 
Mstep: Class 13 contains 56330 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363620 members 
Mstep: Class 16 contains 11488 members 
Mstep: Class 17 contains 7333 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7229 members 
Mstep: Class 20 contains 31946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198526.000000 Penalty: 38844.960938
Iteration 172Q: 19 clusters Score -2.819853e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3143 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5438 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 46287 members 
Mstep: Class 11 contains 17767 members 
Mstep: Class 12 contains 6766 members 
Mstep: Class 13 contains 56332 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363635 members 
Mstep: Class 16 contains 11489 members 
Mstep: Class 17 contains 7339 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7219 members 
Mstep: Class 20 contains 31940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198534.000000 Penalty: 38844.960938
Iteration 173Q: 19 clusters Score -2.819853e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3145 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 46299 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 6763 members 
Mstep: Class 13 contains 56328 members 
Mstep: Class 14 contains 1439 members 
Mstep: Class 15 contains 363645 members 
Mstep: Class 16 contains 11487 members 
Mstep: Class 17 contains 7347 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7211 members 
Mstep: Class 20 contains 31933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198506.000000 Penalty: 38844.960938
Iteration 174Q: 19 clusters Score -2.819851e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 3147 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5425 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 46307 members 
Mstep: Class 11 contains 17761 members 
Mstep: Class 12 contains 6759 members 
Mstep: Class 13 contains 56327 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363650 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 7358 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7203 members 
Mstep: Class 20 contains 31928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198502.000000 Penalty: 38844.960938
Iteration 175Q: 19 clusters Score -2.81985e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3146 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 9 contains 14254 members 
Mstep: Class 10 contains 46318 members 
Mstep: Class 11 contains 17761 members 
Mstep: Class 12 contains 6758 members 
Mstep: Class 13 contains 56317 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363658 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 7365 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7199 members 
Mstep: Class 20 contains 31923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198520.000000 Penalty: 38844.960938
Iteration 176Q: 19 clusters Score -2.819852e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3148 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 9 contains 14252 members 
Mstep: Class 10 contains 46339 members 
Mstep: Class 11 contains 17758 members 
Mstep: Class 12 contains 6757 members 
Mstep: Class 13 contains 56302 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363660 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7198 members 
Mstep: Class 20 contains 31920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198524.000000 Penalty: 38844.960938
Iteration 177Q: 19 clusters Score -2.819852e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3154 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 46360 members 
Mstep: Class 11 contains 17755 members 
Mstep: Class 12 contains 6756 members 
Mstep: Class 13 contains 56294 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363658 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 7369 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 31916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198566.000000 Penalty: 38844.960938
Iteration 178Q: 19 clusters Score -2.819857e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 9 contains 14250 members 
Mstep: Class 10 contains 46381 members 
Mstep: Class 11 contains 17750 members 
Mstep: Class 12 contains 6754 members 
Mstep: Class 13 contains 56289 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363657 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7188 members 
Mstep: Class 20 contains 31910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198580.000000 Penalty: 38844.960938
Iteration 179Q: 19 clusters Score -2.819858e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3159 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5404 members 
Mstep: Class 9 contains 14251 members 
Mstep: Class 10 contains 46400 members 
Mstep: Class 11 contains 17744 members 
Mstep: Class 12 contains 6751 members 
Mstep: Class 13 contains 56285 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363654 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7187 members 
Mstep: Class 20 contains 31905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198526.000000 Penalty: 38844.960938
Iteration 180F: 19 clusters Score -2.819853e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3161 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5399 members 
Mstep: Class 9 contains 14251 members 
Mstep: Class 10 contains 46420 members 
Mstep: Class 11 contains 17734 members 
Mstep: Class 12 contains 6750 members 
Mstep: Class 13 contains 56284 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363645 members 
Mstep: Class 16 contains 11487 members 
Mstep: Class 17 contains 7386 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7186 members 
Mstep: Class 20 contains 31904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198538.000000 Penalty: 38844.960938
Iteration 181Q: 19 clusters Score -2.819854e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3162 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5398 members 
Mstep: Class 9 contains 14252 members 
Mstep: Class 10 contains 46435 members 
Mstep: Class 11 contains 17722 members 
Mstep: Class 12 contains 6748 members 
Mstep: Class 13 contains 56279 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363642 members 
Mstep: Class 16 contains 11490 members 
Mstep: Class 17 contains 7390 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7184 members 
Mstep: Class 20 contains 31905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198558.000000 Penalty: 38844.960938
Iteration 182Q: 19 clusters Score -2.819856e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3163 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5393 members 
Mstep: Class 9 contains 14253 members 
Mstep: Class 10 contains 46452 members 
Mstep: Class 11 contains 17711 members 
Mstep: Class 12 contains 6748 members 
Mstep: Class 13 contains 56279 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363642 members 
Mstep: Class 16 contains 11491 members 
Mstep: Class 17 contains 7394 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7176 members 
Mstep: Class 20 contains 31904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198582.000000 Penalty: 38844.960938
Iteration 183Q: 19 clusters Score -2.819858e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1767 members 
Mstep: Class 4 contains 3165 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5387 members 
Mstep: Class 9 contains 14255 members 
Mstep: Class 10 contains 46468 members 
Mstep: Class 11 contains 17699 members 
Mstep: Class 12 contains 6747 members 
Mstep: Class 13 contains 56282 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363643 members 
Mstep: Class 16 contains 11489 members 
Mstep: Class 17 contains 7397 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7171 members 
Mstep: Class 20 contains 31903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198612.000000 Penalty: 38844.960938
Iteration 184Q: 19 clusters Score -2.819861e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3166 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5382 members 
Mstep: Class 9 contains 14255 members 
Mstep: Class 10 contains 46480 members 
Mstep: Class 11 contains 17692 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 56281 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363644 members 
Mstep: Class 16 contains 11489 members 
Mstep: Class 17 contains 7400 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 31903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198618.000000 Penalty: 38844.960938
Iteration 185Q: 19 clusters Score -2.819862e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3167 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5372 members 
Mstep: Class 9 contains 14255 members 
Mstep: Class 10 contains 46500 members 
Mstep: Class 11 contains 17684 members 
Mstep: Class 12 contains 6745 members 
Mstep: Class 13 contains 56270 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363651 members 
Mstep: Class 16 contains 11491 members 
Mstep: Class 17 contains 7406 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7162 members 
Mstep: Class 20 contains 31900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198622.000000 Penalty: 38844.960938
Iteration 186Q: 19 clusters Score -2.819862e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3169 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5362 members 
Mstep: Class 9 contains 14255 members 
Mstep: Class 10 contains 46525 members 
Mstep: Class 11 contains 17676 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56261 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363650 members 
Mstep: Class 16 contains 11492 members 
Mstep: Class 17 contains 7410 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 20 contains 31898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198614.000000 Penalty: 38844.960938
Iteration 187Q: 19 clusters Score -2.819861e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3170 members 
Mstep: Class 5 contains 6271 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5355 members 
Mstep: Class 9 contains 14255 members 
Mstep: Class 10 contains 46558 members 
Mstep: Class 11 contains 17669 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56238 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363649 members 
Mstep: Class 16 contains 11493 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 31895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198612.000000 Penalty: 38844.960938
Iteration 188Q: 19 clusters Score -2.819861e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3168 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5347 members 
Mstep: Class 9 contains 14256 members 
Mstep: Class 10 contains 46582 members 
Mstep: Class 11 contains 17662 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56229 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363647 members 
Mstep: Class 16 contains 11492 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 31894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198560.000000 Penalty: 38844.960938
Iteration 189Q: 19 clusters Score -2.819856e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3167 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5339 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 46599 members 
Mstep: Class 11 contains 17657 members 
Mstep: Class 12 contains 6745 members 
Mstep: Class 13 contains 56224 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363643 members 
Mstep: Class 16 contains 11490 members 
Mstep: Class 17 contains 7422 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 31892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198592.000000 Penalty: 38844.960938
Iteration 190Q: 19 clusters Score -2.819859e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3168 members 
Mstep: Class 5 contains 6274 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5333 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 46615 members 
Mstep: Class 11 contains 17652 members 
Mstep: Class 12 contains 6745 members 
Mstep: Class 13 contains 56223 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363642 members 
Mstep: Class 16 contains 11491 members 
Mstep: Class 17 contains 7420 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 31891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198566.000000 Penalty: 38844.960938
Iteration 191Q: 19 clusters Score -2.819857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3168 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5320 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 46629 members 
Mstep: Class 11 contains 17648 members 
Mstep: Class 12 contains 6745 members 
Mstep: Class 13 contains 56220 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363641 members 
Mstep: Class 16 contains 11494 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 31891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198628.000000 Penalty: 38844.960938
Iteration 192Q: 19 clusters Score -2.819863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3168 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5309 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 46644 members 
Mstep: Class 11 contains 17646 members 
Mstep: Class 12 contains 6746 members 
Mstep: Class 13 contains 56220 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363640 members 
Mstep: Class 16 contains 11494 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 31890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198642.000000 Penalty: 38844.960938
Iteration 193Q: 19 clusters Score -2.819864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3171 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5305 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 46657 members 
Mstep: Class 11 contains 17644 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56224 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363630 members 
Mstep: Class 16 contains 11495 members 
Mstep: Class 17 contains 7416 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 31889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198660.000000 Penalty: 38844.960938
Iteration 194Q: 19 clusters Score -2.819866e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3175 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5300 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 46672 members 
Mstep: Class 11 contains 17641 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56222 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363625 members 
Mstep: Class 16 contains 11499 members 
Mstep: Class 17 contains 7410 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7158 members 
Mstep: Class 20 contains 31887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198686.000000 Penalty: 38844.960938
Iteration 195Q: 19 clusters Score -2.819869e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3180 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5289 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 46686 members 
Mstep: Class 11 contains 17640 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56223 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363623 members 
Mstep: Class 16 contains 11504 members 
Mstep: Class 17 contains 7407 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7155 members 
Mstep: Class 20 contains 31884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198668.000000 Penalty: 38844.960938
Iteration 196Q: 19 clusters Score -2.819867e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3185 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 9 contains 14256 members 
Mstep: Class 10 contains 46702 members 
Mstep: Class 11 contains 17635 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56215 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363620 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 7403 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7151 members 
Mstep: Class 20 contains 31885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198670.000000 Penalty: 38844.960938
Iteration 197Q: 19 clusters Score -2.819867e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3187 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5277 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 46722 members 
Mstep: Class 11 contains 17629 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56203 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363617 members 
Mstep: Class 16 contains 11514 members 
Mstep: Class 17 contains 7409 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7149 members 
Mstep: Class 20 contains 31881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198664.000000 Penalty: 38844.960938
Iteration 198Q: 19 clusters Score -2.819866e+07 nChanged 65
Entering ConstructFrom: 
Score: -28198664.000000 Penalty: 38844.960938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -64737.558594 Penalty: 1190.122437
	Iteration 0F: 2 clusters Score -64737.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -62925.394531 Penalty: 2380.244873
	Iteration 0F: 3 clusters Score -62925.39 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -63293.875000 Penalty: 2380.244873
	Iteration 1F: 3 clusters Score -63293.88 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -63396.886719 Penalty: 2380.244873
	Iteration 2F: 3 clusters Score -63396.89 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -63458.382812 Penalty: 2380.244873
	Iteration 3Q: 3 clusters Score -63458.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -63499.250000 Penalty: 2380.244873
	Iteration 4Q: 3 clusters Score -63499.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -63536.316406 Penalty: 2380.244873
	Iteration 5Q: 3 clusters Score -63536.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -63570.183594 Penalty: 2380.244873
	Iteration 6Q: 3 clusters Score -63570.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -63593.734375 Penalty: 2380.244873
	Iteration 7Q: 3 clusters Score -63593.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -63611.113281 Penalty: 2380.244873
	Iteration 8Q: 3 clusters Score -63611.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -63626.570312 Penalty: 2380.244873
	Iteration 9Q: 3 clusters Score -63626.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -63638.054688 Penalty: 2380.244873
	Iteration 10Q: 3 clusters Score -63638.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -63647.011719 Penalty: 2380.244873
	Iteration 11Q: 3 clusters Score -63647.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -63657.648438 Penalty: 2380.244873
	Iteration 12Q: 3 clusters Score -63657.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -63669.500000 Penalty: 2380.244873
	Iteration 13Q: 3 clusters Score -63669.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -63680.652344 Penalty: 2380.244873
	Iteration 14Q: 3 clusters Score -63680.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -63694.664062 Penalty: 2380.244873
	Iteration 15Q: 3 clusters Score -63694.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -63707.500000 Penalty: 2380.244873
	Iteration 16Q: 3 clusters Score -63707.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -63723.757812 Penalty: 2380.244873
	Iteration 17Q: 3 clusters Score -63723.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -63744.945312 Penalty: 2380.244873
	Iteration 18Q: 3 clusters Score -63744.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -63766.527344 Penalty: 2380.244873
	Iteration 19Q: 3 clusters Score -63766.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -63786.695312 Penalty: 2380.244873
	Iteration 20F: 3 clusters Score -63786.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -63807.144531 Penalty: 2380.244873
	Iteration 21Q: 3 clusters Score -63807.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -63830.957031 Penalty: 2380.244873
	Iteration 22Q: 3 clusters Score -63830.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -63851.625000 Penalty: 2380.244873
	Iteration 23Q: 3 clusters Score -63851.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -63867.507812 Penalty: 2380.244873
	Iteration 24Q: 3 clusters Score -63867.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -63885.753906 Penalty: 2380.244873
	Iteration 25Q: 3 clusters Score -63885.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -63909.925781 Penalty: 2380.244873
	Iteration 26Q: 3 clusters Score -63909.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -63941.027344 Penalty: 2380.244873
	Iteration 27Q: 3 clusters Score -63941.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -63977.171875 Penalty: 2380.244873
	Iteration 28Q: 3 clusters Score -63977.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -64000.855469 Penalty: 2380.244873
	Iteration 29Q: 3 clusters Score -64000.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -64029.265625 Penalty: 2380.244873
	Iteration 30Q: 3 clusters Score -64029.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -64074.574219 Penalty: 2380.244873
	Iteration 31Q: 3 clusters Score -64074.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -64117.796875 Penalty: 2380.244873
	Iteration 32Q: 3 clusters Score -64117.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -64151.332031 Penalty: 2380.244873
	Iteration 33Q: 3 clusters Score -64151.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -64195.160156 Penalty: 2380.244873
	Iteration 34Q: 3 clusters Score -64195.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -64245.222656 Penalty: 2380.244873
	Iteration 35Q: 3 clusters Score -64245.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -64292.457031 Penalty: 2380.244873
	Iteration 36Q: 3 clusters Score -64292.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -64330.921875 Penalty: 2380.244873
	Iteration 37Q: 3 clusters Score -64330.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -64355.593750 Penalty: 2380.244873
	Iteration 38Q: 3 clusters Score -64355.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -64365.726562 Penalty: 2380.244873
	Iteration 39Q: 3 clusters Score -64365.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -64376.550781 Penalty: 2380.244873
	Iteration 40F: 3 clusters Score -64376.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -64382.449219 Penalty: 2380.244873
	Iteration 41Q: 3 clusters Score -64382.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -64382.886719 Penalty: 2380.244873
	Iteration 42Q: 3 clusters Score -64382.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -64382.886719 Penalty: 2380.244873
	Iteration 43F: 3 clusters Score -64382.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -80225.445312 Penalty: 1215.110718
	Iteration 0F: 2 clusters Score -80225.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -78279.343750 Penalty: 2430.221436
	Iteration 0F: 3 clusters Score -78279.34 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -78663.375000 Penalty: 2430.221436
	Iteration 1F: 3 clusters Score -78663.38 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -78756.515625 Penalty: 2430.221436
	Iteration 2F: 3 clusters Score -78756.52 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -78819.921875 Penalty: 2430.221436
	Iteration 3Q: 3 clusters Score -78819.92 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -78863.515625 Penalty: 2430.221436
	Iteration 4Q: 3 clusters Score -78863.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -78888.109375 Penalty: 2430.221436
	Iteration 5Q: 3 clusters Score -78888.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -78909.250000 Penalty: 2430.221436
	Iteration 6Q: 3 clusters Score -78909.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -78932.539062 Penalty: 2430.221436
	Iteration 7Q: 3 clusters Score -78932.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -78957.523438 Penalty: 2430.221436
	Iteration 8Q: 3 clusters Score -78957.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -78977.695312 Penalty: 2430.221436
	Iteration 9Q: 3 clusters Score -78977.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -78991.562500 Penalty: 2430.221436
	Iteration 10Q: 3 clusters Score -78991.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -79008.789062 Penalty: 2430.221436
	Iteration 11Q: 3 clusters Score -79008.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -79030.570312 Penalty: 2430.221436
	Iteration 12Q: 3 clusters Score -79030.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -79045.937500 Penalty: 2430.221436
	Iteration 13Q: 3 clusters Score -79045.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -79057.851562 Penalty: 2430.221436
	Iteration 14Q: 3 clusters Score -79057.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -79067.359375 Penalty: 2430.221436
	Iteration 15Q: 3 clusters Score -79067.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -79073.851562 Penalty: 2430.221436
	Iteration 16Q: 3 clusters Score -79073.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -79082.046875 Penalty: 2430.221436
	Iteration 17Q: 3 clusters Score -79082.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -79088.515625 Penalty: 2430.221436
	Iteration 18Q: 3 clusters Score -79088.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -79096.046875 Penalty: 2430.221436
	Iteration 19Q: 3 clusters Score -79096.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -79103.656250 Penalty: 2430.221436
	Iteration 20F: 3 clusters Score -79103.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -79115.437500 Penalty: 2430.221436
	Iteration 21Q: 3 clusters Score -79115.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -79127.000000 Penalty: 2430.221436
	Iteration 22Q: 3 clusters Score -79127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -79142.015625 Penalty: 2430.221436
	Iteration 23Q: 3 clusters Score -79142.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -79151.867188 Penalty: 2430.221436
	Iteration 24Q: 3 clusters Score -79151.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -79155.523438 Penalty: 2430.221436
	Iteration 25Q: 3 clusters Score -79155.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -79158.562500 Penalty: 2430.221436
	Iteration 26Q: 3 clusters Score -79158.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -79163.296875 Penalty: 2430.221436
	Iteration 27Q: 3 clusters Score -79163.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -79173.835938 Penalty: 2430.221436
	Iteration 28Q: 3 clusters Score -79173.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -79184.398438 Penalty: 2430.221436
	Iteration 29Q: 3 clusters Score -79184.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79196.554688 Penalty: 2430.221436
	Iteration 30Q: 3 clusters Score -79196.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -79208.070312 Penalty: 2430.221436
	Iteration 31Q: 3 clusters Score -79208.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -79227.203125 Penalty: 2430.221436
	Iteration 32Q: 3 clusters Score -79227.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -79237.937500 Penalty: 2430.221436
	Iteration 33Q: 3 clusters Score -79237.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79244.304688 Penalty: 2430.221436
	Iteration 34Q: 3 clusters Score -79244.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -79248.507812 Penalty: 2430.221436
	Iteration 35Q: 3 clusters Score -79248.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -79253.796875 Penalty: 2430.221436
	Iteration 36Q: 3 clusters Score -79253.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -79260.273438 Penalty: 2430.221436
	Iteration 37Q: 3 clusters Score -79260.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79262.617188 Penalty: 2430.221436
	Iteration 38Q: 3 clusters Score -79262.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79262.617188 Penalty: 2430.221436
	Iteration 39F: 3 clusters Score -79262.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -124043.710938 Penalty: 1310.962769
	Iteration 0F: 2 clusters Score -124043.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -121251.843750 Penalty: 2621.925537
	Iteration 0F: 3 clusters Score -121251.8 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -122023.617188 Penalty: 2621.925537
	Iteration 1F: 3 clusters Score -122023.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -122254.203125 Penalty: 2621.925537
	Iteration 2F: 3 clusters Score -122254.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -122426.312500 Penalty: 2621.925537
	Iteration 3F: 3 clusters Score -122426.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -122561.000000 Penalty: 2621.925537
	Iteration 4F: 3 clusters Score -122561 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -122641.562500 Penalty: 2621.925537
	Iteration 5Q: 3 clusters Score -122641.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -122697.210938 Penalty: 2621.925537
	Iteration 6Q: 3 clusters Score -122697.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -122742.601562 Penalty: 2621.925537
	Iteration 7Q: 3 clusters Score -122742.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -122800.781250 Penalty: 2621.925537
	Iteration 8Q: 3 clusters Score -122800.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -122898.437500 Penalty: 2621.925537
	Iteration 9Q: 3 clusters Score -122898.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -123032.984375 Penalty: 2621.925537
	Iteration 10Q: 3 clusters Score -123033 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -123124.210938 Penalty: 2621.925537
	Iteration 11Q: 3 clusters Score -123124.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -123186.070312 Penalty: 2621.925537
	Iteration 12Q: 3 clusters Score -123186.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -123222.671875 Penalty: 2621.925537
	Iteration 13Q: 3 clusters Score -123222.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -123245.062500 Penalty: 2621.925537
	Iteration 14Q: 3 clusters Score -123245.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -123258.765625 Penalty: 2621.925537
	Iteration 15Q: 3 clusters Score -123258.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -123268.554688 Penalty: 2621.925537
	Iteration 16Q: 3 clusters Score -123268.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -123279.234375 Penalty: 2621.925537
	Iteration 17Q: 3 clusters Score -123279.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -123288.960938 Penalty: 2621.925537
	Iteration 18Q: 3 clusters Score -123289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -123297.484375 Penalty: 2621.925537
	Iteration 19Q: 3 clusters Score -123297.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -123303.382812 Penalty: 2621.925537
	Iteration 20F: 3 clusters Score -123303.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -123309.171875 Penalty: 2621.925537
	Iteration 21Q: 3 clusters Score -123309.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -123315.859375 Penalty: 2621.925537
	Iteration 22Q: 3 clusters Score -123315.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -123323.476562 Penalty: 2621.925537
	Iteration 23Q: 3 clusters Score -123323.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -123330.062500 Penalty: 2621.925537
	Iteration 24Q: 3 clusters Score -123330.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -123334.140625 Penalty: 2621.925537
	Iteration 25Q: 3 clusters Score -123334.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -123338.359375 Penalty: 2621.925537
	Iteration 26Q: 3 clusters Score -123338.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -123343.398438 Penalty: 2621.925537
	Iteration 27Q: 3 clusters Score -123343.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -123351.195312 Penalty: 2621.925537
	Iteration 28Q: 3 clusters Score -123351.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -123361.773438 Penalty: 2621.925537
	Iteration 29Q: 3 clusters Score -123361.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -123374.359375 Penalty: 2621.925537
	Iteration 30Q: 3 clusters Score -123374.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -123385.140625 Penalty: 2621.925537
	Iteration 31Q: 3 clusters Score -123385.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -123397.703125 Penalty: 2621.925537
	Iteration 32Q: 3 clusters Score -123397.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -123408.398438 Penalty: 2621.925537
	Iteration 33Q: 3 clusters Score -123408.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -123415.906250 Penalty: 2621.925537
	Iteration 34Q: 3 clusters Score -123415.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -123420.687500 Penalty: 2621.925537
	Iteration 35Q: 3 clusters Score -123420.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -123425.960938 Penalty: 2621.925537
	Iteration 36Q: 3 clusters Score -123426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -123431.445312 Penalty: 2621.925537
	Iteration 37Q: 3 clusters Score -123431.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -123439.281250 Penalty: 2621.925537
	Iteration 38Q: 3 clusters Score -123439.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -123441.687500 Penalty: 2621.925537
	Iteration 39Q: 3 clusters Score -123441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -123442.062500 Penalty: 2621.925537
	Iteration 40F: 3 clusters Score -123442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -123442.453125 Penalty: 2621.925537
	Iteration 41Q: 3 clusters Score -123442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -123442.890625 Penalty: 2621.925537
	Iteration 42Q: 3 clusters Score -123442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -123443.375000 Penalty: 2621.925537
	Iteration 43Q: 3 clusters Score -123443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -123443.625000 Penalty: 2621.925537
	Iteration 44Q: 3 clusters Score -123443.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -123443.625000 Penalty: 2621.925537
	Iteration 45F: 3 clusters Score -123443.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -292034.906250 Penalty: 1421.082764
	Iteration 0F: 2 clusters Score -292034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -287251.062500 Penalty: 2842.165527
	Iteration 0F: 3 clusters Score -287251.1 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -288596.843750 Penalty: 2842.165527
	Iteration 1F: 3 clusters Score -288596.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -288781.437500 Penalty: 2842.165527
	Iteration 2F: 3 clusters Score -288781.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -288941.343750 Penalty: 2842.165527
	Iteration 3F: 3 clusters Score -288941.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -289100.562500 Penalty: 2842.165527
	Iteration 4Q: 3 clusters Score -289100.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -289274.062500 Penalty: 2842.165527
	Iteration 5Q: 3 clusters Score -289274.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -289447.406250 Penalty: 2842.165527
	Iteration 6Q: 3 clusters Score -289447.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -289643.375000 Penalty: 2842.165527
	Iteration 7F: 3 clusters Score -289643.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -289864.187500 Penalty: 2842.165527
	Iteration 8F: 3 clusters Score -289864.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -290067.250000 Penalty: 2842.165527
	Iteration 9F: 3 clusters Score -290067.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -290236.750000 Penalty: 2842.165527
	Iteration 10Q: 3 clusters Score -290236.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -290374.750000 Penalty: 2842.165527
	Iteration 11Q: 3 clusters Score -290374.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -290502.031250 Penalty: 2842.165527
	Iteration 12Q: 3 clusters Score -290502 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -290597.218750 Penalty: 2842.165527
	Iteration 13Q: 3 clusters Score -290597.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -290659.437500 Penalty: 2842.165527
	Iteration 14Q: 3 clusters Score -290659.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -290702.500000 Penalty: 2842.165527
	Iteration 15Q: 3 clusters Score -290702.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -290736.593750 Penalty: 2842.165527
	Iteration 16Q: 3 clusters Score -290736.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -290760.843750 Penalty: 2842.165527
	Iteration 17Q: 3 clusters Score -290760.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -290781.750000 Penalty: 2842.165527
	Iteration 18Q: 3 clusters Score -290781.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -290794.937500 Penalty: 2842.165527
	Iteration 19Q: 3 clusters Score -290794.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290805.218750 Penalty: 2842.165527
	Iteration 20F: 3 clusters Score -290805.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -290814.093750 Penalty: 2842.165527
	Iteration 21Q: 3 clusters Score -290814.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -290821.343750 Penalty: 2842.165527
	Iteration 22Q: 3 clusters Score -290821.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -290827.093750 Penalty: 2842.165527
	Iteration 23Q: 3 clusters Score -290827.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -290831.000000 Penalty: 2842.165527
	Iteration 24Q: 3 clusters Score -290831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -290836.875000 Penalty: 2842.165527
	Iteration 25Q: 3 clusters Score -290836.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -290841.656250 Penalty: 2842.165527
	Iteration 26Q: 3 clusters Score -290841.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -290846.031250 Penalty: 2842.165527
	Iteration 27Q: 3 clusters Score -290846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -290849.250000 Penalty: 2842.165527
	Iteration 28Q: 3 clusters Score -290849.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -290852.531250 Penalty: 2842.165527
	Iteration 29Q: 3 clusters Score -290852.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -290856.937500 Penalty: 2842.165527
	Iteration 30Q: 3 clusters Score -290856.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -290861.125000 Penalty: 2842.165527
	Iteration 31Q: 3 clusters Score -290861.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -290864.562500 Penalty: 2842.165527
	Iteration 32Q: 3 clusters Score -290864.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -290868.437500 Penalty: 2842.165527
	Iteration 33Q: 3 clusters Score -290868.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -290871.500000 Penalty: 2842.165527
	Iteration 34Q: 3 clusters Score -290871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -290874.406250 Penalty: 2842.165527
	Iteration 35Q: 3 clusters Score -290874.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -290878.125000 Penalty: 2842.165527
	Iteration 36Q: 3 clusters Score -290878.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -290878.625000 Penalty: 2842.165527
	Iteration 37Q: 3 clusters Score -290878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -290880.125000 Penalty: 2842.165527
	Iteration 38Q: 3 clusters Score -290880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -290880.437500 Penalty: 2842.165527
	Iteration 39Q: 3 clusters Score -290880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -290882.031250 Penalty: 2842.165527
	Iteration 40F: 3 clusters Score -290882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -290883.750000 Penalty: 2842.165527
	Iteration 41Q: 3 clusters Score -290883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -290886.687500 Penalty: 2842.165527
	Iteration 42Q: 3 clusters Score -290886.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -290890.156250 Penalty: 2842.165527
	Iteration 43Q: 3 clusters Score -290890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -290891.468750 Penalty: 2842.165527
	Iteration 44Q: 3 clusters Score -290891.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -290892.531250 Penalty: 2842.165527
	Iteration 45Q: 3 clusters Score -290892.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -290893.750000 Penalty: 2842.165527
	Iteration 46Q: 3 clusters Score -290893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -290895.968750 Penalty: 2842.165527
	Iteration 47Q: 3 clusters Score -290896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -290897.281250 Penalty: 2842.165527
	Iteration 48Q: 3 clusters Score -290897.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -290897.812500 Penalty: 2842.165527
	Iteration 49Q: 3 clusters Score -290897.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -290900.687500 Penalty: 2842.165527
	Iteration 50Q: 3 clusters Score -290900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -290902.687500 Penalty: 2842.165527
	Iteration 51Q: 3 clusters Score -290902.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -290905.000000 Penalty: 2842.165527
	Iteration 52Q: 3 clusters Score -290905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -290906.343750 Penalty: 2842.165527
	Iteration 53Q: 3 clusters Score -290906.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -290908.312500 Penalty: 2842.165527
	Iteration 54Q: 3 clusters Score -290908.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -290911.250000 Penalty: 2842.165527
	Iteration 55Q: 3 clusters Score -290911.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -290915.843750 Penalty: 2842.165527
	Iteration 56Q: 3 clusters Score -290915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -290917.125000 Penalty: 2842.165527
	Iteration 57Q: 3 clusters Score -290917.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -290919.812500 Penalty: 2842.165527
	Iteration 58Q: 3 clusters Score -290919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -290923.468750 Penalty: 2842.165527
	Iteration 59Q: 3 clusters Score -290923.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -290932.343750 Penalty: 2842.165527
	Iteration 60F: 3 clusters Score -290932.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -290941.531250 Penalty: 2842.165527
	Iteration 61Q: 3 clusters Score -290941.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -290949.531250 Penalty: 2842.165527
	Iteration 62Q: 3 clusters Score -290949.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -290961.468750 Penalty: 2842.165527
	Iteration 63Q: 3 clusters Score -290961.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -290971.343750 Penalty: 2842.165527
	Iteration 64Q: 3 clusters Score -290971.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -290980.500000 Penalty: 2842.165527
	Iteration 65Q: 3 clusters Score -290980.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -290990.375000 Penalty: 2842.165527
	Iteration 66Q: 3 clusters Score -290990.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -291004.000000 Penalty: 2842.165527
	Iteration 67Q: 3 clusters Score -291004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -291021.031250 Penalty: 2842.165527
	Iteration 68Q: 3 clusters Score -291021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -291047.250000 Penalty: 2842.165527
	Iteration 69Q: 3 clusters Score -291047.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -291076.781250 Penalty: 2842.165527
	Iteration 70Q: 3 clusters Score -291076.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -291103.281250 Penalty: 2842.165527
	Iteration 71Q: 3 clusters Score -291103.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -291134.156250 Penalty: 2842.165527
	Iteration 72Q: 3 clusters Score -291134.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -291165.406250 Penalty: 2842.165527
	Iteration 73Q: 3 clusters Score -291165.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -291196.750000 Penalty: 2842.165527
	Iteration 74Q: 3 clusters Score -291196.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -291218.656250 Penalty: 2842.165527
	Iteration 75Q: 3 clusters Score -291218.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -291237.125000 Penalty: 2842.165527
	Iteration 76Q: 3 clusters Score -291237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -291244.031250 Penalty: 2842.165527
	Iteration 77Q: 3 clusters Score -291244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -291249.468750 Penalty: 2842.165527
	Iteration 78Q: 3 clusters Score -291249.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -291253.281250 Penalty: 2842.165527
	Iteration 79Q: 3 clusters Score -291253.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -291255.093750 Penalty: 2842.165527
	Iteration 80F: 3 clusters Score -291255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -291259.437500 Penalty: 2842.165527
	Iteration 81Q: 3 clusters Score -291259.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -291261.281250 Penalty: 2842.165527
	Iteration 82Q: 3 clusters Score -291261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -291261.718750 Penalty: 2842.165527
	Iteration 83Q: 3 clusters Score -291261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -291261.937500 Penalty: 2842.165527
	Iteration 84Q: 3 clusters Score -291261.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -291261.937500 Penalty: 2842.165527
	Iteration 85F: 3 clusters Score -291261.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -22694.320312 Penalty: 1027.999268
	Iteration 0F: 2 clusters Score -22694.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21562.203125 Penalty: 2055.998535
	Iteration 0F: 3 clusters Score -21562.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -21770.812500 Penalty: 2055.998535
	Iteration 1F: 3 clusters Score -21770.81 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21840.101562 Penalty: 2055.998535
	Iteration 2F: 3 clusters Score -21840.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -21866.402344 Penalty: 2055.998535
	Iteration 3Q: 3 clusters Score -21866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -21882.974609 Penalty: 2055.998535
	Iteration 4Q: 3 clusters Score -21882.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -21893.996094 Penalty: 2055.998535
	Iteration 5Q: 3 clusters Score -21894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -21901.263672 Penalty: 2055.998535
	Iteration 6Q: 3 clusters Score -21901.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21904.291016 Penalty: 2055.998535
	Iteration 7Q: 3 clusters Score -21904.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21904.291016 Penalty: 2055.998535
	Iteration 8F: 3 clusters Score -21904.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Entering Unmasked Estep 
Score: -262702.875000 Penalty: 1392.651733
	Iteration 0F: 2 clusters Score -262702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -258567.062500 Penalty: 2785.303467
	Iteration 0F: 3 clusters Score -258567.1 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -259681.562500 Penalty: 2785.303467
	Iteration 1F: 3 clusters Score -259681.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -259862.890625 Penalty: 2785.303467
	Iteration 2F: 3 clusters Score -259862.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -259980.234375 Penalty: 2785.303467
	Iteration 3F: 3 clusters Score -259980.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -260064.687500 Penalty: 2785.303467
	Iteration 4Q: 3 clusters Score -260064.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -260128.312500 Penalty: 2785.303467
	Iteration 5Q: 3 clusters Score -260128.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -260188.968750 Penalty: 2785.303467
	Iteration 6Q: 3 clusters Score -260189 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -260238.078125 Penalty: 2785.303467
	Iteration 7Q: 3 clusters Score -260238.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -260288.687500 Penalty: 2785.303467
	Iteration 8Q: 3 clusters Score -260288.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -260342.937500 Penalty: 2785.303467
	Iteration 9Q: 3 clusters Score -260342.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -260386.328125 Penalty: 2785.303467
	Iteration 10Q: 3 clusters Score -260386.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -260427.031250 Penalty: 2785.303467
	Iteration 11Q: 3 clusters Score -260427 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -260460.343750 Penalty: 2785.303467
	Iteration 12Q: 3 clusters Score -260460.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -260494.750000 Penalty: 2785.303467
	Iteration 13Q: 3 clusters Score -260494.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -260525.609375 Penalty: 2785.303467
	Iteration 14Q: 3 clusters Score -260525.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -260554.656250 Penalty: 2785.303467
	Iteration 15Q: 3 clusters Score -260554.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -260583.718750 Penalty: 2785.303467
	Iteration 16Q: 3 clusters Score -260583.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -260621.625000 Penalty: 2785.303467
	Iteration 17Q: 3 clusters Score -260621.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -260660.687500 Penalty: 2785.303467
	Iteration 18Q: 3 clusters Score -260660.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -260706.765625 Penalty: 2785.303467
	Iteration 19Q: 3 clusters Score -260706.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -260746.546875 Penalty: 2785.303467
	Iteration 20F: 3 clusters Score -260746.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -260790.843750 Penalty: 2785.303467
	Iteration 21Q: 3 clusters Score -260790.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -260837.281250 Penalty: 2785.303467
	Iteration 22Q: 3 clusters Score -260837.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -260882.625000 Penalty: 2785.303467
	Iteration 23Q: 3 clusters Score -260882.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -260944.000000 Penalty: 2785.303467
	Iteration 24Q: 3 clusters Score -260944 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -261022.421875 Penalty: 2785.303467
	Iteration 25Q: 3 clusters Score -261022.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -261107.531250 Penalty: 2785.303467
	Iteration 26Q: 3 clusters Score -261107.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -261203.750000 Penalty: 2785.303467
	Iteration 27Q: 3 clusters Score -261203.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -261314.906250 Penalty: 2785.303467
	Iteration 28Q: 3 clusters Score -261314.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -261438.937500 Penalty: 2785.303467
	Iteration 29Q: 3 clusters Score -261438.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -261583.015625 Penalty: 2785.303467
	Iteration 30Q: 3 clusters Score -261583 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -261713.296875 Penalty: 2785.303467
	Iteration 31Q: 3 clusters Score -261713.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -261814.687500 Penalty: 2785.303467
	Iteration 32Q: 3 clusters Score -261814.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -261889.671875 Penalty: 2785.303467
	Iteration 33Q: 3 clusters Score -261889.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -261940.500000 Penalty: 2785.303467
	Iteration 34Q: 3 clusters Score -261940.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -261962.796875 Penalty: 2785.303467
	Iteration 35Q: 3 clusters Score -261962.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -261975.937500 Penalty: 2785.303467
	Iteration 36Q: 3 clusters Score -261975.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -261988.203125 Penalty: 2785.303467
	Iteration 37Q: 3 clusters Score -261988.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -262002.906250 Penalty: 2785.303467
	Iteration 38Q: 3 clusters Score -262002.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -262007.703125 Penalty: 2785.303467
	Iteration 39Q: 3 clusters Score -262007.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -262013.281250 Penalty: 2785.303467
	Iteration 40F: 3 clusters Score -262013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -262017.921875 Penalty: 2785.303467
	Iteration 41Q: 3 clusters Score -262017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -262020.015625 Penalty: 2785.303467
	Iteration 42Q: 3 clusters Score -262020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -262020.796875 Penalty: 2785.303467
	Iteration 43Q: 3 clusters Score -262020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -262021.734375 Penalty: 2785.303467
	Iteration 44Q: 3 clusters Score -262021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -262022.421875 Penalty: 2785.303467
	Iteration 45Q: 3 clusters Score -262022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -262022.515625 Penalty: 2785.303467
	Iteration 46Q: 3 clusters Score -262022.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -262022.609375 Penalty: 2785.303467
	Iteration 47Q: 3 clusters Score -262022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -262022.609375 Penalty: 2785.303467
	Iteration 48F: 3 clusters Score -262022.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Entering Unmasked Estep 
Score: -664788.562500 Penalty: 1554.313110
	Iteration 0F: 2 clusters Score -664788.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -654964.812500 Penalty: 3108.626221
	Iteration 0F: 3 clusters Score -654964.8 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -658527.937500 Penalty: 3108.626221
	Iteration 1F: 3 clusters Score -658527.9 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -659032.312500 Penalty: 3108.626221
	Iteration 2F: 3 clusters Score -659032.3 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -659590.625000 Penalty: 3108.626221
	Iteration 3F: 3 clusters Score -659590.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -660187.687500 Penalty: 3108.626221
	Iteration 4F: 3 clusters Score -660187.7 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -660774.687500 Penalty: 3108.626221
	Iteration 5F: 3 clusters Score -660774.7 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -661389.562500 Penalty: 3108.626221
	Iteration 6F: 3 clusters Score -661389.6 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -661972.250000 Penalty: 3108.626221
	Iteration 7F: 3 clusters Score -661972.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -662579.812500 Penalty: 3108.626221
	Iteration 8Q: 3 clusters Score -662579.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -663135.000000 Penalty: 3108.626221
	Iteration 9Q: 3 clusters Score -663135 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -663440.562500 Penalty: 3108.626221
	Iteration 10Q: 3 clusters Score -663440.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -663571.000000 Penalty: 3108.626221
	Iteration 11Q: 3 clusters Score -663571 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -663638.312500 Penalty: 3108.626221
	Iteration 12Q: 3 clusters Score -663638.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -663689.500000 Penalty: 3108.626221
	Iteration 13Q: 3 clusters Score -663689.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -663727.687500 Penalty: 3108.626221
	Iteration 14Q: 3 clusters Score -663727.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -663758.437500 Penalty: 3108.626221
	Iteration 15Q: 3 clusters Score -663758.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -663787.750000 Penalty: 3108.626221
	Iteration 16Q: 3 clusters Score -663787.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -663808.562500 Penalty: 3108.626221
	Iteration 17Q: 3 clusters Score -663808.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -663824.937500 Penalty: 3108.626221
	Iteration 18Q: 3 clusters Score -663824.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -663845.562500 Penalty: 3108.626221
	Iteration 19Q: 3 clusters Score -663845.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -663856.187500 Penalty: 3108.626221
	Iteration 20F: 3 clusters Score -663856.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -663869.500000 Penalty: 3108.626221
	Iteration 21Q: 3 clusters Score -663869.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -663885.562500 Penalty: 3108.626221
	Iteration 22Q: 3 clusters Score -663885.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -663904.750000 Penalty: 3108.626221
	Iteration 23Q: 3 clusters Score -663904.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -663919.250000 Penalty: 3108.626221
	Iteration 24Q: 3 clusters Score -663919.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -663933.687500 Penalty: 3108.626221
	Iteration 25Q: 3 clusters Score -663933.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -663942.437500 Penalty: 3108.626221
	Iteration 26Q: 3 clusters Score -663942.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -663948.125000 Penalty: 3108.626221
	Iteration 27Q: 3 clusters Score -663948.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -663956.250000 Penalty: 3108.626221
	Iteration 28Q: 3 clusters Score -663956.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -663964.500000 Penalty: 3108.626221
	Iteration 29Q: 3 clusters Score -663964.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -663968.000000 Penalty: 3108.626221
	Iteration 30Q: 3 clusters Score -663968 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -663979.625000 Penalty: 3108.626221
	Iteration 31Q: 3 clusters Score -663979.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -663986.312500 Penalty: 3108.626221
	Iteration 32Q: 3 clusters Score -663986.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -663995.687500 Penalty: 3108.626221
	Iteration 33Q: 3 clusters Score -663995.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -664001.375000 Penalty: 3108.626221
	Iteration 34Q: 3 clusters Score -664001.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -664010.062500 Penalty: 3108.626221
	Iteration 35Q: 3 clusters Score -664010.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -664016.500000 Penalty: 3108.626221
	Iteration 36Q: 3 clusters Score -664016.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -664025.437500 Penalty: 3108.626221
	Iteration 37Q: 3 clusters Score -664025.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -664034.250000 Penalty: 3108.626221
	Iteration 38Q: 3 clusters Score -664034.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -664039.750000 Penalty: 3108.626221
	Iteration 39Q: 3 clusters Score -664039.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -664041.937500 Penalty: 3108.626221
	Iteration 40F: 3 clusters Score -664041.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -664046.062500 Penalty: 3108.626221
	Iteration 41Q: 3 clusters Score -664046.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -664048.812500 Penalty: 3108.626221
	Iteration 42Q: 3 clusters Score -664048.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -664053.687500 Penalty: 3108.626221
	Iteration 43Q: 3 clusters Score -664053.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -664058.625000 Penalty: 3108.626221
	Iteration 44Q: 3 clusters Score -664058.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -664060.125000 Penalty: 3108.626221
	Iteration 45Q: 3 clusters Score -664060.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -664064.062500 Penalty: 3108.626221
	Iteration 46Q: 3 clusters Score -664064.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -664068.062500 Penalty: 3108.626221
	Iteration 47Q: 3 clusters Score -664068.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -664069.625000 Penalty: 3108.626221
	Iteration 48Q: 3 clusters Score -664069.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -664073.250000 Penalty: 3108.626221
	Iteration 49Q: 3 clusters Score -664073.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -664072.937500 Penalty: 3108.626221
	Iteration 50Q: 3 clusters Score -664072.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -664075.500000 Penalty: 3108.626221
	Iteration 51Q: 3 clusters Score -664075.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -664080.937500 Penalty: 3108.626221
	Iteration 52Q: 3 clusters Score -664080.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -664082.312500 Penalty: 3108.626221
	Iteration 53Q: 3 clusters Score -664082.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -664085.187500 Penalty: 3108.626221
	Iteration 54Q: 3 clusters Score -664085.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -664085.562500 Penalty: 3108.626221
	Iteration 55Q: 3 clusters Score -664085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -664089.062500 Penalty: 3108.626221
	Iteration 56Q: 3 clusters Score -664089.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -664087.750000 Penalty: 3108.626221
	Iteration 57Q: 3 clusters Score -664087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -664089.187500 Penalty: 3108.626221
	Iteration 58Q: 3 clusters Score -664089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -664090.750000 Penalty: 3108.626221
	Iteration 59Q: 3 clusters Score -664090.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -664092.625000 Penalty: 3108.626221
	Iteration 60F: 3 clusters Score -664092.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -664092.937500 Penalty: 3108.626221
	Iteration 61Q: 3 clusters Score -664092.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -664097.187500 Penalty: 3108.626221
	Iteration 62Q: 3 clusters Score -664097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -664096.312500 Penalty: 3108.626221
	Iteration 63Q: 3 clusters Score -664096.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -664097.687500 Penalty: 3108.626221
	Iteration 64Q: 3 clusters Score -664097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -664099.812500 Penalty: 3108.626221
	Iteration 65Q: 3 clusters Score -664099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -664099.875000 Penalty: 3108.626221
	Iteration 66Q: 3 clusters Score -664099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -664100.562500 Penalty: 3108.626221
	Iteration 67Q: 3 clusters Score -664100.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -664102.562500 Penalty: 3108.626221
	Iteration 68Q: 3 clusters Score -664102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -664103.500000 Penalty: 3108.626221
	Iteration 69Q: 3 clusters Score -664103.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -664106.312500 Penalty: 3108.626221
	Iteration 70Q: 3 clusters Score -664106.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -664107.187500 Penalty: 3108.626221
	Iteration 71Q: 3 clusters Score -664107.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -664109.812500 Penalty: 3108.626221
	Iteration 72Q: 3 clusters Score -664109.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -664112.437500 Penalty: 3108.626221
	Iteration 73Q: 3 clusters Score -664112.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -664115.062500 Penalty: 3108.626221
	Iteration 74Q: 3 clusters Score -664115.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -664119.375000 Penalty: 3108.626221
	Iteration 75Q: 3 clusters Score -664119.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -664122.625000 Penalty: 3108.626221
	Iteration 76Q: 3 clusters Score -664122.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -664126.812500 Penalty: 3108.626221
	Iteration 77Q: 3 clusters Score -664126.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -664130.375000 Penalty: 3108.626221
	Iteration 78Q: 3 clusters Score -664130.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -664133.375000 Penalty: 3108.626221
	Iteration 79Q: 3 clusters Score -664133.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -664137.187500 Penalty: 3108.626221
	Iteration 80F: 3 clusters Score -664137.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -664142.437500 Penalty: 3108.626221
	Iteration 81Q: 3 clusters Score -664142.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -664145.687500 Penalty: 3108.626221
	Iteration 82Q: 3 clusters Score -664145.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -664147.125000 Penalty: 3108.626221
	Iteration 83Q: 3 clusters Score -664147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -664147.812500 Penalty: 3108.626221
	Iteration 84Q: 3 clusters Score -664147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -664148.375000 Penalty: 3108.626221
	Iteration 85Q: 3 clusters Score -664148.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -664150.000000 Penalty: 3108.626221
	Iteration 86Q: 3 clusters Score -664150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -664150.750000 Penalty: 3108.626221
	Iteration 87Q: 3 clusters Score -664150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -664153.562500 Penalty: 3108.626221
	Iteration 88Q: 3 clusters Score -664153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -664151.812500 Penalty: 3108.626221
	Iteration 89Q: 3 clusters Score -664151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -664155.437500 Penalty: 3108.626221
	Iteration 90Q: 3 clusters Score -664155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -664154.062500 Penalty: 3108.626221
	Iteration 91Q: 3 clusters Score -664154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -664153.250000 Penalty: 3108.626221
	Iteration 92Q: 3 clusters Score -664153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -664153.937500 Penalty: 3108.626221
	Iteration 93Q: 3 clusters Score -664153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -664154.125000 Penalty: 3108.626221
	Iteration 94Q: 3 clusters Score -664154.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -664154.687500 Penalty: 3108.626221
	Iteration 95Q: 3 clusters Score -664154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -664159.437500 Penalty: 3108.626221
	Iteration 96Q: 3 clusters Score -664159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -664160.250000 Penalty: 3108.626221
	Iteration 97Q: 3 clusters Score -664160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -664161.000000 Penalty: 3108.626221
	Iteration 98Q: 3 clusters Score -664161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -664160.750000 Penalty: 3108.626221
	Iteration 99Q: 3 clusters Score -664160.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -664160.750000 Penalty: 3108.626221
	Iteration 100F: 3 clusters Score -664160.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Entering Unmasked Estep 
Score: -2337963.750000 Penalty: 1747.247437
	Iteration 0F: 2 clusters Score -2337964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -2306650.500000 Penalty: 3494.494873
	Iteration 0F: 3 clusters Score -2306650 nChanged 21938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2319407.000000 Penalty: 3494.494873
	Iteration 1F: 3 clusters Score -2319407 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2320074.000000 Penalty: 3494.494873
	Iteration 2Q: 3 clusters Score -2320074 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2320896.250000 Penalty: 3494.494873
	Iteration 3Q: 3 clusters Score -2320896 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2322063.250000 Penalty: 3494.494873
	Iteration 4F: 3 clusters Score -2322063 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2323796.500000 Penalty: 3494.494873
	Iteration 5F: 3 clusters Score -2323796 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2326110.500000 Penalty: 3494.494873
	Iteration 6F: 3 clusters Score -2326110 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2328650.750000 Penalty: 3494.494873
	Iteration 7F: 3 clusters Score -2328651 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2330797.000000 Penalty: 3494.494873
	Iteration 8F: 3 clusters Score -2330797 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2332262.500000 Penalty: 3494.494873
	Iteration 9Q: 3 clusters Score -2332262 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2333161.000000 Penalty: 3494.494873
	Iteration 10Q: 3 clusters Score -2333161 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2333774.500000 Penalty: 3494.494873
	Iteration 11Q: 3 clusters Score -2333774 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2334232.500000 Penalty: 3494.494873
	Iteration 12Q: 3 clusters Score -2334232 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2334564.500000 Penalty: 3494.494873
	Iteration 13Q: 3 clusters Score -2334564 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2334858.000000 Penalty: 3494.494873
	Iteration 14Q: 3 clusters Score -2334858 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2335137.250000 Penalty: 3494.494873
	Iteration 15Q: 3 clusters Score -2335137 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2335361.000000 Penalty: 3494.494873
	Iteration 16Q: 3 clusters Score -2335361 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2335577.500000 Penalty: 3494.494873
	Iteration 17Q: 3 clusters Score -2335578 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2335739.000000 Penalty: 3494.494873
	Iteration 18Q: 3 clusters Score -2335739 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2335882.500000 Penalty: 3494.494873
	Iteration 19Q: 3 clusters Score -2335882 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2335985.750000 Penalty: 3494.494873
	Iteration 20F: 3 clusters Score -2335986 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2336075.000000 Penalty: 3494.494873
	Iteration 21Q: 3 clusters Score -2336075 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2336166.250000 Penalty: 3494.494873
	Iteration 22Q: 3 clusters Score -2336166 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2336230.000000 Penalty: 3494.494873
	Iteration 23Q: 3 clusters Score -2336230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2336271.000000 Penalty: 3494.494873
	Iteration 24Q: 3 clusters Score -2336271 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2336308.250000 Penalty: 3494.494873
	Iteration 25Q: 3 clusters Score -2336308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2336338.750000 Penalty: 3494.494873
	Iteration 26Q: 3 clusters Score -2336339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2336358.000000 Penalty: 3494.494873
	Iteration 27Q: 3 clusters Score -2336358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2336370.750000 Penalty: 3494.494873
	Iteration 28Q: 3 clusters Score -2336371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2336377.750000 Penalty: 3494.494873
	Iteration 29Q: 3 clusters Score -2336378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2336385.250000 Penalty: 3494.494873
	Iteration 30Q: 3 clusters Score -2336385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2336397.500000 Penalty: 3494.494873
	Iteration 31Q: 3 clusters Score -2336398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2336406.750000 Penalty: 3494.494873
	Iteration 32Q: 3 clusters Score -2336407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2336409.500000 Penalty: 3494.494873
	Iteration 33Q: 3 clusters Score -2336410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2336416.500000 Penalty: 3494.494873
	Iteration 34Q: 3 clusters Score -2336416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2336421.250000 Penalty: 3494.494873
	Iteration 35Q: 3 clusters Score -2336421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2336423.000000 Penalty: 3494.494873
	Iteration 36Q: 3 clusters Score -2336423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2336426.000000 Penalty: 3494.494873
	Iteration 37Q: 3 clusters Score -2336426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2336428.250000 Penalty: 3494.494873
	Iteration 38Q: 3 clusters Score -2336428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2336428.000000 Penalty: 3494.494873
	Iteration 39Q: 3 clusters Score -2336428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2336425.250000 Penalty: 3494.494873
	Iteration 40F: 3 clusters Score -2336425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2336428.250000 Penalty: 3494.494873
	Iteration 41Q: 3 clusters Score -2336428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2336431.000000 Penalty: 3494.494873
	Iteration 42Q: 3 clusters Score -2336431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2336434.750000 Penalty: 3494.494873
	Iteration 43Q: 3 clusters Score -2336435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2336433.250000 Penalty: 3494.494873
	Iteration 44Q: 3 clusters Score -2336433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2336434.500000 Penalty: 3494.494873
	Iteration 45Q: 3 clusters Score -2336434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2336436.500000 Penalty: 3494.494873
	Iteration 46Q: 3 clusters Score -2336436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2336440.000000 Penalty: 3494.494873
	Iteration 47Q: 3 clusters Score -2336440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2336442.500000 Penalty: 3494.494873
	Iteration 48Q: 3 clusters Score -2336442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2336446.750000 Penalty: 3494.494873
	Iteration 49Q: 3 clusters Score -2336447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2336448.250000 Penalty: 3494.494873
	Iteration 50Q: 3 clusters Score -2336448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2336449.500000 Penalty: 3494.494873
	Iteration 51Q: 3 clusters Score -2336450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2336453.750000 Penalty: 3494.494873
	Iteration 52Q: 3 clusters Score -2336454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2336457.750000 Penalty: 3494.494873
	Iteration 53Q: 3 clusters Score -2336458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2336465.750000 Penalty: 3494.494873
	Iteration 54Q: 3 clusters Score -2336466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2336467.250000 Penalty: 3494.494873
	Iteration 55Q: 3 clusters Score -2336467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2336473.000000 Penalty: 3494.494873
	Iteration 56Q: 3 clusters Score -2336473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2336473.500000 Penalty: 3494.494873
	Iteration 57Q: 3 clusters Score -2336474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2336481.000000 Penalty: 3494.494873
	Iteration 58Q: 3 clusters Score -2336481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2336483.250000 Penalty: 3494.494873
	Iteration 59Q: 3 clusters Score -2336483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2336489.000000 Penalty: 3494.494873
	Iteration 60F: 3 clusters Score -2336489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2336491.500000 Penalty: 3494.494873
	Iteration 61Q: 3 clusters Score -2336492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2336491.250000 Penalty: 3494.494873
	Iteration 62Q: 3 clusters Score -2336491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2336490.750000 Penalty: 3494.494873
	Iteration 63Q: 3 clusters Score -2336491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2336492.250000 Penalty: 3494.494873
	Iteration 64Q: 3 clusters Score -2336492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2336495.250000 Penalty: 3494.494873
	Iteration 65Q: 3 clusters Score -2336495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2336497.000000 Penalty: 3494.494873
	Iteration 66Q: 3 clusters Score -2336497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2336498.250000 Penalty: 3494.494873
	Iteration 67Q: 3 clusters Score -2336498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2336495.750000 Penalty: 3494.494873
	Iteration 68Q: 3 clusters Score -2336496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2336495.750000 Penalty: 3494.494873
	Iteration 69F: 3 clusters Score -2336496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Entering Unmasked Estep 
Score: -862217.562500 Penalty: 1588.746704
	Iteration 0F: 2 clusters Score -862217.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -850227.750000 Penalty: 3177.493408
	Iteration 0F: 3 clusters Score -850227.8 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -854563.062500 Penalty: 3177.493408
	Iteration 1F: 3 clusters Score -854563.1 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -854971.812500 Penalty: 3177.493408
	Iteration 2F: 3 clusters Score -854971.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -855399.875000 Penalty: 3177.493408
	Iteration 3F: 3 clusters Score -855399.9 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -855885.125000 Penalty: 3177.493408
	Iteration 4F: 3 clusters Score -855885.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -856446.187500 Penalty: 3177.493408
	Iteration 5F: 3 clusters Score -856446.2 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -857083.250000 Penalty: 3177.493408
	Iteration 6F: 3 clusters Score -857083.2 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -857730.937500 Penalty: 3177.493408
	Iteration 7F: 3 clusters Score -857730.9 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -858205.062500 Penalty: 3177.493408
	Iteration 8Q: 3 clusters Score -858205.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -858427.937500 Penalty: 3177.493408
	Iteration 9Q: 3 clusters Score -858427.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -858533.312500 Penalty: 3177.493408
	Iteration 10Q: 3 clusters Score -858533.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -858595.437500 Penalty: 3177.493408
	Iteration 11Q: 3 clusters Score -858595.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -858634.437500 Penalty: 3177.493408
	Iteration 12Q: 3 clusters Score -858634.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -858664.312500 Penalty: 3177.493408
	Iteration 13Q: 3 clusters Score -858664.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -858687.125000 Penalty: 3177.493408
	Iteration 14Q: 3 clusters Score -858687.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -858706.562500 Penalty: 3177.493408
	Iteration 15Q: 3 clusters Score -858706.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -858727.250000 Penalty: 3177.493408
	Iteration 16Q: 3 clusters Score -858727.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -858740.312500 Penalty: 3177.493408
	Iteration 17Q: 3 clusters Score -858740.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -858746.437500 Penalty: 3177.493408
	Iteration 18Q: 3 clusters Score -858746.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -858758.625000 Penalty: 3177.493408
	Iteration 19Q: 3 clusters Score -858758.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -858766.062500 Penalty: 3177.493408
	Iteration 20F: 3 clusters Score -858766.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -858776.625000 Penalty: 3177.493408
	Iteration 21Q: 3 clusters Score -858776.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -858789.250000 Penalty: 3177.493408
	Iteration 22Q: 3 clusters Score -858789.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -858800.187500 Penalty: 3177.493408
	Iteration 23Q: 3 clusters Score -858800.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -858809.187500 Penalty: 3177.493408
	Iteration 24Q: 3 clusters Score -858809.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -858814.937500 Penalty: 3177.493408
	Iteration 25Q: 3 clusters Score -858814.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -858821.750000 Penalty: 3177.493408
	Iteration 26Q: 3 clusters Score -858821.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -858829.562500 Penalty: 3177.493408
	Iteration 27Q: 3 clusters Score -858829.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -858836.000000 Penalty: 3177.493408
	Iteration 28Q: 3 clusters Score -858836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -858841.500000 Penalty: 3177.493408
	Iteration 29Q: 3 clusters Score -858841.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -858847.687500 Penalty: 3177.493408
	Iteration 30Q: 3 clusters Score -858847.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -858860.125000 Penalty: 3177.493408
	Iteration 31Q: 3 clusters Score -858860.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -858874.250000 Penalty: 3177.493408
	Iteration 32Q: 3 clusters Score -858874.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -858889.625000 Penalty: 3177.493408
	Iteration 33Q: 3 clusters Score -858889.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -858905.375000 Penalty: 3177.493408
	Iteration 34Q: 3 clusters Score -858905.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -858919.000000 Penalty: 3177.493408
	Iteration 35Q: 3 clusters Score -858919 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -858937.187500 Penalty: 3177.493408
	Iteration 36Q: 3 clusters Score -858937.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -858964.125000 Penalty: 3177.493408
	Iteration 37Q: 3 clusters Score -858964.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -858984.937500 Penalty: 3177.493408
	Iteration 38Q: 3 clusters Score -858984.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -859004.437500 Penalty: 3177.493408
	Iteration 39Q: 3 clusters Score -859004.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -859017.500000 Penalty: 3177.493408
	Iteration 40F: 3 clusters Score -859017.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -859037.000000 Penalty: 3177.493408
	Iteration 41Q: 3 clusters Score -859037 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -859051.500000 Penalty: 3177.493408
	Iteration 42Q: 3 clusters Score -859051.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -859060.312500 Penalty: 3177.493408
	Iteration 43Q: 3 clusters Score -859060.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -859073.000000 Penalty: 3177.493408
	Iteration 44Q: 3 clusters Score -859073 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -859084.312500 Penalty: 3177.493408
	Iteration 45Q: 3 clusters Score -859084.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -859090.687500 Penalty: 3177.493408
	Iteration 46Q: 3 clusters Score -859090.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -859096.250000 Penalty: 3177.493408
	Iteration 47Q: 3 clusters Score -859096.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -859107.437500 Penalty: 3177.493408
	Iteration 48Q: 3 clusters Score -859107.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -859113.875000 Penalty: 3177.493408
	Iteration 49Q: 3 clusters Score -859113.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -859121.625000 Penalty: 3177.493408
	Iteration 50Q: 3 clusters Score -859121.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -859130.875000 Penalty: 3177.493408
	Iteration 51Q: 3 clusters Score -859130.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -859138.500000 Penalty: 3177.493408
	Iteration 52Q: 3 clusters Score -859138.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -859138.000000 Penalty: 3177.493408
	Iteration 53Q: 3 clusters Score -859138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -859144.812500 Penalty: 3177.493408
	Iteration 54Q: 3 clusters Score -859144.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -859147.812500 Penalty: 3177.493408
	Iteration 55Q: 3 clusters Score -859147.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -859158.687500 Penalty: 3177.493408
	Iteration 56Q: 3 clusters Score -859158.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -859168.312500 Penalty: 3177.493408
	Iteration 57Q: 3 clusters Score -859168.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -859180.312500 Penalty: 3177.493408
	Iteration 58Q: 3 clusters Score -859180.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -859185.125000 Penalty: 3177.493408
	Iteration 59Q: 3 clusters Score -859185.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -859191.375000 Penalty: 3177.493408
	Iteration 60F: 3 clusters Score -859191.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -859200.375000 Penalty: 3177.493408
	Iteration 61Q: 3 clusters Score -859200.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -859207.437500 Penalty: 3177.493408
	Iteration 62Q: 3 clusters Score -859207.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -859211.375000 Penalty: 3177.493408
	Iteration 63Q: 3 clusters Score -859211.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -859214.250000 Penalty: 3177.493408
	Iteration 64Q: 3 clusters Score -859214.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -859218.437500 Penalty: 3177.493408
	Iteration 65Q: 3 clusters Score -859218.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -859222.000000 Penalty: 3177.493408
	Iteration 66Q: 3 clusters Score -859222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -859223.750000 Penalty: 3177.493408
	Iteration 67Q: 3 clusters Score -859223.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -859227.375000 Penalty: 3177.493408
	Iteration 68Q: 3 clusters Score -859227.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -859229.625000 Penalty: 3177.493408
	Iteration 69Q: 3 clusters Score -859229.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -859233.937500 Penalty: 3177.493408
	Iteration 70Q: 3 clusters Score -859233.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -859236.625000 Penalty: 3177.493408
	Iteration 71Q: 3 clusters Score -859236.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -859243.312500 Penalty: 3177.493408
	Iteration 72Q: 3 clusters Score -859243.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -859244.437500 Penalty: 3177.493408
	Iteration 73Q: 3 clusters Score -859244.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -859247.375000 Penalty: 3177.493408
	Iteration 74Q: 3 clusters Score -859247.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -859251.875000 Penalty: 3177.493408
	Iteration 75Q: 3 clusters Score -859251.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -859255.250000 Penalty: 3177.493408
	Iteration 76Q: 3 clusters Score -859255.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -859261.375000 Penalty: 3177.493408
	Iteration 77Q: 3 clusters Score -859261.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -859263.187500 Penalty: 3177.493408
	Iteration 78Q: 3 clusters Score -859263.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -859268.062500 Penalty: 3177.493408
	Iteration 79Q: 3 clusters Score -859268.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -859274.312500 Penalty: 3177.493408
	Iteration 80F: 3 clusters Score -859274.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -859278.562500 Penalty: 3177.493408
	Iteration 81Q: 3 clusters Score -859278.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -859279.125000 Penalty: 3177.493408
	Iteration 82Q: 3 clusters Score -859279.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -859284.000000 Penalty: 3177.493408
	Iteration 83Q: 3 clusters Score -859284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -859287.500000 Penalty: 3177.493408
	Iteration 84Q: 3 clusters Score -859287.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -859289.937500 Penalty: 3177.493408
	Iteration 85Q: 3 clusters Score -859289.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -859293.250000 Penalty: 3177.493408
	Iteration 86Q: 3 clusters Score -859293.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -859296.625000 Penalty: 3177.493408
	Iteration 87Q: 3 clusters Score -859296.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -859301.250000 Penalty: 3177.493408
	Iteration 88Q: 3 clusters Score -859301.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -859303.875000 Penalty: 3177.493408
	Iteration 89Q: 3 clusters Score -859303.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -859307.875000 Penalty: 3177.493408
	Iteration 90Q: 3 clusters Score -859307.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -859312.687500 Penalty: 3177.493408
	Iteration 91Q: 3 clusters Score -859312.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -859315.250000 Penalty: 3177.493408
	Iteration 92Q: 3 clusters Score -859315.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -859323.687500 Penalty: 3177.493408
	Iteration 93Q: 3 clusters Score -859323.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -859326.375000 Penalty: 3177.493408
	Iteration 94Q: 3 clusters Score -859326.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -859331.875000 Penalty: 3177.493408
	Iteration 95Q: 3 clusters Score -859331.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -859341.125000 Penalty: 3177.493408
	Iteration 96Q: 3 clusters Score -859341.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -859347.812500 Penalty: 3177.493408
	Iteration 97Q: 3 clusters Score -859347.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -859352.187500 Penalty: 3177.493408
	Iteration 98Q: 3 clusters Score -859352.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -859359.937500 Penalty: 3177.493408
	Iteration 99Q: 3 clusters Score -859359.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -859365.250000 Penalty: 3177.493408
	Iteration 100F: 3 clusters Score -859365.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -859374.687500 Penalty: 3177.493408
	Iteration 101Q: 3 clusters Score -859374.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -859386.500000 Penalty: 3177.493408
	Iteration 102Q: 3 clusters Score -859386.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -859389.375000 Penalty: 3177.493408
	Iteration 103Q: 3 clusters Score -859389.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -859398.250000 Penalty: 3177.493408
	Iteration 104Q: 3 clusters Score -859398.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -859405.562500 Penalty: 3177.493408
	Iteration 105Q: 3 clusters Score -859405.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -859415.000000 Penalty: 3177.493408
	Iteration 106Q: 3 clusters Score -859415 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -859423.812500 Penalty: 3177.493408
	Iteration 107Q: 3 clusters Score -859423.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -859435.937500 Penalty: 3177.493408
	Iteration 108Q: 3 clusters Score -859435.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -859449.125000 Penalty: 3177.493408
	Iteration 109Q: 3 clusters Score -859449.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -859466.500000 Penalty: 3177.493408
	Iteration 110Q: 3 clusters Score -859466.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -859486.375000 Penalty: 3177.493408
	Iteration 111Q: 3 clusters Score -859486.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -859509.375000 Penalty: 3177.493408
	Iteration 112Q: 3 clusters Score -859509.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -859542.062500 Penalty: 3177.493408
	Iteration 113Q: 3 clusters Score -859542.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -859574.125000 Penalty: 3177.493408
	Iteration 114Q: 3 clusters Score -859574.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -859615.250000 Penalty: 3177.493408
	Iteration 115Q: 3 clusters Score -859615.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -859663.750000 Penalty: 3177.493408
	Iteration 116Q: 3 clusters Score -859663.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -859716.750000 Penalty: 3177.493408
	Iteration 117Q: 3 clusters Score -859716.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -859781.000000 Penalty: 3177.493408
	Iteration 118Q: 3 clusters Score -859781 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -859859.250000 Penalty: 3177.493408
	Iteration 119Q: 3 clusters Score -859859.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -859947.500000 Penalty: 3177.493408
	Iteration 120F: 3 clusters Score -859947.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -860058.125000 Penalty: 3177.493408
	Iteration 121Q: 3 clusters Score -860058.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -860190.312500 Penalty: 3177.493408
	Iteration 122Q: 3 clusters Score -860190.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -860349.875000 Penalty: 3177.493408
	Iteration 123Q: 3 clusters Score -860349.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -860569.500000 Penalty: 3177.493408
	Iteration 124Q: 3 clusters Score -860569.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -860802.812500 Penalty: 3177.493408
	Iteration 125Q: 3 clusters Score -860802.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -860964.125000 Penalty: 3177.493408
	Iteration 126Q: 3 clusters Score -860964.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -861081.750000 Penalty: 3177.493408
	Iteration 127Q: 3 clusters Score -861081.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -861179.312500 Penalty: 3177.493408
	Iteration 128Q: 3 clusters Score -861179.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -861259.250000 Penalty: 3177.493408
	Iteration 129Q: 3 clusters Score -861259.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -861317.062500 Penalty: 3177.493408
	Iteration 130Q: 3 clusters Score -861317.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -861376.937500 Penalty: 3177.493408
	Iteration 131Q: 3 clusters Score -861376.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -861414.812500 Penalty: 3177.493408
	Iteration 132Q: 3 clusters Score -861414.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -861438.000000 Penalty: 3177.493408
	Iteration 133Q: 3 clusters Score -861438 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -861454.375000 Penalty: 3177.493408
	Iteration 134Q: 3 clusters Score -861454.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -861465.937500 Penalty: 3177.493408
	Iteration 135Q: 3 clusters Score -861465.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -861476.937500 Penalty: 3177.493408
	Iteration 136Q: 3 clusters Score -861476.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -861483.250000 Penalty: 3177.493408
	Iteration 137Q: 3 clusters Score -861483.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -861491.437500 Penalty: 3177.493408
	Iteration 138Q: 3 clusters Score -861491.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -861495.687500 Penalty: 3177.493408
	Iteration 139Q: 3 clusters Score -861495.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -861497.000000 Penalty: 3177.493408
	Iteration 140F: 3 clusters Score -861497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -861499.062500 Penalty: 3177.493408
	Iteration 141Q: 3 clusters Score -861499.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -861502.687500 Penalty: 3177.493408
	Iteration 142Q: 3 clusters Score -861502.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -861500.937500 Penalty: 3177.493408
	Iteration 143Q: 3 clusters Score -861500.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -861501.875000 Penalty: 3177.493408
	Iteration 144Q: 3 clusters Score -861501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -861507.125000 Penalty: 3177.493408
	Iteration 145Q: 3 clusters Score -861507.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -861508.125000 Penalty: 3177.493408
	Iteration 146Q: 3 clusters Score -861508.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -861509.125000 Penalty: 3177.493408
	Iteration 147Q: 3 clusters Score -861509.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -861512.437500 Penalty: 3177.493408
	Iteration 148Q: 3 clusters Score -861512.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -861513.875000 Penalty: 3177.493408
	Iteration 149Q: 3 clusters Score -861513.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -861512.750000 Penalty: 3177.493408
	Iteration 150Q: 3 clusters Score -861512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -861512.250000 Penalty: 3177.493408
	Iteration 151Q: 3 clusters Score -861512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -861512.937500 Penalty: 3177.493408
	Iteration 152Q: 3 clusters Score -861512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -861513.875000 Penalty: 3177.493408
	Iteration 153Q: 3 clusters Score -861513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -861514.500000 Penalty: 3177.493408
	Iteration 154Q: 3 clusters Score -861514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -861514.500000 Penalty: 3177.493408
	Iteration 155F: 3 clusters Score -861514.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -348871.531250 Penalty: 1432.666382
	Iteration 0F: 2 clusters Score -348871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -343787.468750 Penalty: 2865.332764
	Iteration 0F: 3 clusters Score -343787.5 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -345312.968750 Penalty: 2865.332764
	Iteration 1F: 3 clusters Score -345313 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -345507.968750 Penalty: 2865.332764
	Iteration 2F: 3 clusters Score -345508 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -345670.937500 Penalty: 2865.332764
	Iteration 3Q: 3 clusters Score -345670.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -345814.250000 Penalty: 2865.332764
	Iteration 4Q: 3 clusters Score -345814.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -345947.781250 Penalty: 2865.332764
	Iteration 5Q: 3 clusters Score -345947.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -346064.812500 Penalty: 2865.332764
	Iteration 6Q: 3 clusters Score -346064.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -346165.281250 Penalty: 2865.332764
	Iteration 7Q: 3 clusters Score -346165.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -346260.750000 Penalty: 2865.332764
	Iteration 8Q: 3 clusters Score -346260.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -346351.718750 Penalty: 2865.332764
	Iteration 9Q: 3 clusters Score -346351.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -346417.812500 Penalty: 2865.332764
	Iteration 10Q: 3 clusters Score -346417.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -346482.125000 Penalty: 2865.332764
	Iteration 11Q: 3 clusters Score -346482.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -346532.468750 Penalty: 2865.332764
	Iteration 12Q: 3 clusters Score -346532.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -346575.937500 Penalty: 2865.332764
	Iteration 13Q: 3 clusters Score -346575.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -346626.250000 Penalty: 2865.332764
	Iteration 14Q: 3 clusters Score -346626.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -346681.031250 Penalty: 2865.332764
	Iteration 15Q: 3 clusters Score -346681 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -346759.218750 Penalty: 2865.332764
	Iteration 16Q: 3 clusters Score -346759.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -346862.312500 Penalty: 2865.332764
	Iteration 17Q: 3 clusters Score -346862.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -346976.687500 Penalty: 2865.332764
	Iteration 18Q: 3 clusters Score -346976.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -347059.156250 Penalty: 2865.332764
	Iteration 19Q: 3 clusters Score -347059.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -347116.281250 Penalty: 2865.332764
	Iteration 20F: 3 clusters Score -347116.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -347169.875000 Penalty: 2865.332764
	Iteration 21Q: 3 clusters Score -347169.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -347209.781250 Penalty: 2865.332764
	Iteration 22Q: 3 clusters Score -347209.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -347237.031250 Penalty: 2865.332764
	Iteration 23Q: 3 clusters Score -347237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -347252.406250 Penalty: 2865.332764
	Iteration 24Q: 3 clusters Score -347252.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -347264.625000 Penalty: 2865.332764
	Iteration 25Q: 3 clusters Score -347264.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -347273.093750 Penalty: 2865.332764
	Iteration 26Q: 3 clusters Score -347273.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -347278.125000 Penalty: 2865.332764
	Iteration 27Q: 3 clusters Score -347278.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -347281.937500 Penalty: 2865.332764
	Iteration 28Q: 3 clusters Score -347281.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -347284.718750 Penalty: 2865.332764
	Iteration 29Q: 3 clusters Score -347284.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -347287.531250 Penalty: 2865.332764
	Iteration 30Q: 3 clusters Score -347287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -347288.375000 Penalty: 2865.332764
	Iteration 31Q: 3 clusters Score -347288.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -347288.468750 Penalty: 2865.332764
	Iteration 32Q: 3 clusters Score -347288.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -347289.187500 Penalty: 2865.332764
	Iteration 33Q: 3 clusters Score -347289.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -347291.500000 Penalty: 2865.332764
	Iteration 34Q: 3 clusters Score -347291.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -347293.281250 Penalty: 2865.332764
	Iteration 35Q: 3 clusters Score -347293.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -347295.000000 Penalty: 2865.332764
	Iteration 36Q: 3 clusters Score -347295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -347296.031250 Penalty: 2865.332764
	Iteration 37Q: 3 clusters Score -347296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -347297.656250 Penalty: 2865.332764
	Iteration 38Q: 3 clusters Score -347297.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -347298.031250 Penalty: 2865.332764
	Iteration 39Q: 3 clusters Score -347298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -347297.906250 Penalty: 2865.332764
	Iteration 40F: 3 clusters Score -347297.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Entering Unmasked Estep 
Score: -2783377.500000 Penalty: 1777.197632
	Iteration 0F: 2 clusters Score -2783378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -2745659.750000 Penalty: 3554.395264
	Iteration 0F: 3 clusters Score -2745660 nChanged 26530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -2761093.750000 Penalty: 3554.395264
	Iteration 1F: 3 clusters Score -2761094 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -2762247.750000 Penalty: 3554.395264
	Iteration 2Q: 3 clusters Score -2762248 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -2763900.750000 Penalty: 3554.395264
	Iteration 3F: 3 clusters Score -2763901 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -2766237.500000 Penalty: 3554.395264
	Iteration 4F: 3 clusters Score -2766238 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2769314.750000 Penalty: 3554.395264
	Iteration 5F: 3 clusters Score -2769315 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -2772704.250000 Penalty: 3554.395264
	Iteration 6F: 3 clusters Score -2772704 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2775487.000000 Penalty: 3554.395264
	Iteration 7F: 3 clusters Score -2775487 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2777142.750000 Penalty: 3554.395264
	Iteration 8Q: 3 clusters Score -2777143 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2777918.750000 Penalty: 3554.395264
	Iteration 9Q: 3 clusters Score -2777919 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2778327.500000 Penalty: 3554.395264
	Iteration 10Q: 3 clusters Score -2778328 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2778557.000000 Penalty: 3554.395264
	Iteration 11Q: 3 clusters Score -2778557 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2778744.250000 Penalty: 3554.395264
	Iteration 12Q: 3 clusters Score -2778744 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2778931.750000 Penalty: 3554.395264
	Iteration 13Q: 3 clusters Score -2778932 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2779133.750000 Penalty: 3554.395264
	Iteration 14Q: 3 clusters Score -2779134 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -2779377.000000 Penalty: 3554.395264
	Iteration 15Q: 3 clusters Score -2779377 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2779635.750000 Penalty: 3554.395264
	Iteration 16Q: 3 clusters Score -2779636 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2779930.750000 Penalty: 3554.395264
	Iteration 17Q: 3 clusters Score -2779931 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2780209.750000 Penalty: 3554.395264
	Iteration 18Q: 3 clusters Score -2780210 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -2780464.500000 Penalty: 3554.395264
	Iteration 19Q: 3 clusters Score -2780464 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2780680.500000 Penalty: 3554.395264
	Iteration 20F: 3 clusters Score -2780680 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2780872.500000 Penalty: 3554.395264
	Iteration 21Q: 3 clusters Score -2780872 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2781029.250000 Penalty: 3554.395264
	Iteration 22Q: 3 clusters Score -2781029 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2781151.000000 Penalty: 3554.395264
	Iteration 23Q: 3 clusters Score -2781151 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2781239.500000 Penalty: 3554.395264
	Iteration 24Q: 3 clusters Score -2781240 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2781319.250000 Penalty: 3554.395264
	Iteration 25Q: 3 clusters Score -2781319 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2781396.250000 Penalty: 3554.395264
	Iteration 26Q: 3 clusters Score -2781396 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2781510.250000 Penalty: 3554.395264
	Iteration 27Q: 3 clusters Score -2781510 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2781587.500000 Penalty: 3554.395264
	Iteration 28Q: 3 clusters Score -2781588 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2781657.500000 Penalty: 3554.395264
	Iteration 29Q: 3 clusters Score -2781658 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2781753.250000 Penalty: 3554.395264
	Iteration 30Q: 3 clusters Score -2781753 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2781829.500000 Penalty: 3554.395264
	Iteration 31Q: 3 clusters Score -2781830 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2781903.500000 Penalty: 3554.395264
	Iteration 32Q: 3 clusters Score -2781904 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -2781969.000000 Penalty: 3554.395264
	Iteration 33Q: 3 clusters Score -2781969 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2782042.750000 Penalty: 3554.395264
	Iteration 34Q: 3 clusters Score -2782043 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2782144.250000 Penalty: 3554.395264
	Iteration 35Q: 3 clusters Score -2782144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2782219.250000 Penalty: 3554.395264
	Iteration 36Q: 3 clusters Score -2782219 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -2782289.500000 Penalty: 3554.395264
	Iteration 37Q: 3 clusters Score -2782290 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2782347.500000 Penalty: 3554.395264
	Iteration 38Q: 3 clusters Score -2782348 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2782422.750000 Penalty: 3554.395264
	Iteration 39Q: 3 clusters Score -2782423 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2782480.000000 Penalty: 3554.395264
	Iteration 40F: 3 clusters Score -2782480 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2782527.500000 Penalty: 3554.395264
	Iteration 41Q: 3 clusters Score -2782528 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2782582.500000 Penalty: 3554.395264
	Iteration 42Q: 3 clusters Score -2782582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2782631.500000 Penalty: 3554.395264
	Iteration 43Q: 3 clusters Score -2782632 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2782660.750000 Penalty: 3554.395264
	Iteration 44Q: 3 clusters Score -2782661 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2782689.000000 Penalty: 3554.395264
	Iteration 45Q: 3 clusters Score -2782689 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2782710.250000 Penalty: 3554.395264
	Iteration 46Q: 3 clusters Score -2782710 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2782721.000000 Penalty: 3554.395264
	Iteration 47Q: 3 clusters Score -2782721 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2782726.500000 Penalty: 3554.395264
	Iteration 48Q: 3 clusters Score -2782726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2782742.750000 Penalty: 3554.395264
	Iteration 49Q: 3 clusters Score -2782743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2782774.250000 Penalty: 3554.395264
	Iteration 50Q: 3 clusters Score -2782774 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2782781.000000 Penalty: 3554.395264
	Iteration 51Q: 3 clusters Score -2782781 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2782776.250000 Penalty: 3554.395264
	Iteration 52Q: 3 clusters Score -2782776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2782783.500000 Penalty: 3554.395264
	Iteration 53Q: 3 clusters Score -2782784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2782781.000000 Penalty: 3554.395264
	Iteration 54Q: 3 clusters Score -2782781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2782793.500000 Penalty: 3554.395264
	Iteration 55Q: 3 clusters Score -2782794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2782796.500000 Penalty: 3554.395264
	Iteration 56Q: 3 clusters Score -2782796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2782812.250000 Penalty: 3554.395264
	Iteration 57Q: 3 clusters Score -2782812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2782805.500000 Penalty: 3554.395264
	Iteration 58Q: 3 clusters Score -2782806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2782806.750000 Penalty: 3554.395264
	Iteration 59Q: 3 clusters Score -2782807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -2782814.750000 Penalty: 3554.395264
	Iteration 60F: 3 clusters Score -2782815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2782819.000000 Penalty: 3554.395264
	Iteration 61Q: 3 clusters Score -2782819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2782820.750000 Penalty: 3554.395264
	Iteration 62Q: 3 clusters Score -2782821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51308 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2782824.750000 Penalty: 3554.395264
	Iteration 63Q: 3 clusters Score -2782825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2782820.750000 Penalty: 3554.395264
	Iteration 64Q: 3 clusters Score -2782821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2782827.500000 Penalty: 3554.395264
	Iteration 65Q: 3 clusters Score -2782828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2782828.000000 Penalty: 3554.395264
	Iteration 66Q: 3 clusters Score -2782828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2782834.250000 Penalty: 3554.395264
	Iteration 67Q: 3 clusters Score -2782834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2782836.000000 Penalty: 3554.395264
	Iteration 68Q: 3 clusters Score -2782836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2782838.750000 Penalty: 3554.395264
	Iteration 69Q: 3 clusters Score -2782839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2782835.500000 Penalty: 3554.395264
	Iteration 70Q: 3 clusters Score -2782836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2782841.500000 Penalty: 3554.395264
	Iteration 71Q: 3 clusters Score -2782842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2782841.250000 Penalty: 3554.395264
	Iteration 72Q: 3 clusters Score -2782841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2782843.500000 Penalty: 3554.395264
	Iteration 73Q: 3 clusters Score -2782844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51513 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2782845.750000 Penalty: 3554.395264
	Iteration 74Q: 3 clusters Score -2782846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2782842.000000 Penalty: 3554.395264
	Iteration 75Q: 3 clusters Score -2782842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2782849.000000 Penalty: 3554.395264
	Iteration 76Q: 3 clusters Score -2782849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2782850.000000 Penalty: 3554.395264
	Iteration 77Q: 3 clusters Score -2782850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2782849.000000 Penalty: 3554.395264
	Iteration 78Q: 3 clusters Score -2782849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2782845.750000 Penalty: 3554.395264
	Iteration 79Q: 3 clusters Score -2782846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2782848.250000 Penalty: 3554.395264
	Iteration 80F: 3 clusters Score -2782848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2782845.750000 Penalty: 3554.395264
	Iteration 81Q: 3 clusters Score -2782846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2782844.750000 Penalty: 3554.395264
	Iteration 82Q: 3 clusters Score -2782845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2782848.000000 Penalty: 3554.395264
	Iteration 83Q: 3 clusters Score -2782848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2782847.000000 Penalty: 3554.395264
	Iteration 84Q: 3 clusters Score -2782847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2782847.000000 Penalty: 3554.395264
	Iteration 85F: 3 clusters Score -2782847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -69928.867188 Penalty: 1182.102905
	Iteration 0F: 2 clusters Score -69928.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -68196.343750 Penalty: 2364.205811
	Iteration 0F: 3 clusters Score -68196.34 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -68493.062500 Penalty: 2364.205811
	Iteration 1F: 3 clusters Score -68493.06 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -68581.898438 Penalty: 2364.205811
	Iteration 2F: 3 clusters Score -68581.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -68637.585938 Penalty: 2364.205811
	Iteration 3Q: 3 clusters Score -68637.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68684.804688 Penalty: 2364.205811
	Iteration 4Q: 3 clusters Score -68684.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -68716.070312 Penalty: 2364.205811
	Iteration 5Q: 3 clusters Score -68716.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -68739.000000 Penalty: 2364.205811
	Iteration 6Q: 3 clusters Score -68739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -68761.320312 Penalty: 2364.205811
	Iteration 7Q: 3 clusters Score -68761.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -68785.601562 Penalty: 2364.205811
	Iteration 8Q: 3 clusters Score -68785.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -68811.007812 Penalty: 2364.205811
	Iteration 9Q: 3 clusters Score -68811.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -68833.609375 Penalty: 2364.205811
	Iteration 10Q: 3 clusters Score -68833.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -68848.437500 Penalty: 2364.205811
	Iteration 11Q: 3 clusters Score -68848.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -68873.781250 Penalty: 2364.205811
	Iteration 12Q: 3 clusters Score -68873.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -68901.812500 Penalty: 2364.205811
	Iteration 13Q: 3 clusters Score -68901.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -68919.593750 Penalty: 2364.205811
	Iteration 14Q: 3 clusters Score -68919.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -68931.179688 Penalty: 2364.205811
	Iteration 15Q: 3 clusters Score -68931.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -68940.500000 Penalty: 2364.205811
	Iteration 16Q: 3 clusters Score -68940.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -68948.031250 Penalty: 2364.205811
	Iteration 17Q: 3 clusters Score -68948.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -68958.593750 Penalty: 2364.205811
	Iteration 18Q: 3 clusters Score -68958.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -68965.742188 Penalty: 2364.205811
	Iteration 19Q: 3 clusters Score -68965.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -68967.773438 Penalty: 2364.205811
	Iteration 20F: 3 clusters Score -68967.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -68970.750000 Penalty: 2364.205811
	Iteration 21Q: 3 clusters Score -68970.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -68971.812500 Penalty: 2364.205811
	Iteration 22Q: 3 clusters Score -68971.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -68973.632812 Penalty: 2364.205811
	Iteration 23Q: 3 clusters Score -68973.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -68976.914062 Penalty: 2364.205811
	Iteration 24Q: 3 clusters Score -68976.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -68984.601562 Penalty: 2364.205811
	Iteration 25Q: 3 clusters Score -68984.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -68989.664062 Penalty: 2364.205811
	Iteration 26Q: 3 clusters Score -68989.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -68992.921875 Penalty: 2364.205811
	Iteration 27Q: 3 clusters Score -68992.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -68994.070312 Penalty: 2364.205811
	Iteration 28Q: 3 clusters Score -68994.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -68994.070312 Penalty: 2364.205811
	Iteration 29F: 3 clusters Score -68994.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (363613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363613 members 
Entering Unmasked Estep 
Score: -18178404.000000 Penalty: 2080.625000
	Iteration 0F: 2 clusters Score -1.81784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181978 members 
Mstep: Class 2 contains 181635 members 
Entering Unmasked Estep 
Score: -17932234.000000 Penalty: 4161.250000
	Iteration 0F: 3 clusters Score -1.793223e+07 nChanged 177649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190247 members 
Mstep: Class 2 contains 173366 members 
Entering Unmasked Estep 
Score: -18039548.000000 Penalty: 4161.250000
	Iteration 1F: 3 clusters Score -1.803955e+07 nChanged 13197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197338 members 
Mstep: Class 2 contains 166275 members 
Entering Unmasked Estep 
Score: -18043546.000000 Penalty: 4161.250000
	Iteration 2Q: 3 clusters Score -1.804355e+07 nChanged 17008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208554 members 
Mstep: Class 2 contains 155059 members 
Entering Unmasked Estep 
Score: -18049978.000000 Penalty: 4161.250000
	Iteration 3Q: 3 clusters Score -1.804998e+07 nChanged 21790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224566 members 
Mstep: Class 2 contains 139047 members 
Entering Unmasked Estep 
Score: -18061166.000000 Penalty: 4161.250000
	Iteration 4F: 3 clusters Score -1.806117e+07 nChanged 25794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245204 members 
Mstep: Class 2 contains 118409 members 
Entering Unmasked Estep 
Score: -18076826.000000 Penalty: 4161.250000
	Iteration 5F: 3 clusters Score -1.807683e+07 nChanged 27791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269257 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -18096308.000000 Penalty: 4161.250000
	Iteration 6F: 3 clusters Score -1.809631e+07 nChanged 26766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294161 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -18117010.000000 Penalty: 4161.250000
	Iteration 7F: 3 clusters Score -1.811701e+07 nChanged 24037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317610 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -18137568.000000 Penalty: 4161.250000
	Iteration 8F: 3 clusters Score -1.813757e+07 nChanged 19309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336825 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -18154714.000000 Penalty: 4161.250000
	Iteration 9F: 3 clusters Score -1.815471e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349810 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -18166128.000000 Penalty: 4161.250000
	Iteration 10Q: 3 clusters Score -1.816613e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356946 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -18172052.000000 Penalty: 4161.250000
	Iteration 11Q: 3 clusters Score -1.817205e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360411 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -18174644.000000 Penalty: 4161.250000
	Iteration 12Q: 3 clusters Score -1.817464e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361950 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -18175740.000000 Penalty: 4161.250000
	Iteration 13Q: 3 clusters Score -1.817574e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362578 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -18176074.000000 Penalty: 4161.250000
	Iteration 14Q: 3 clusters Score -1.817607e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362866 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -18176312.000000 Penalty: 4161.250000
	Iteration 15Q: 3 clusters Score -1.817631e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363017 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -18176398.000000 Penalty: 4161.250000
	Iteration 16Q: 3 clusters Score -1.81764e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363104 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -18176466.000000 Penalty: 4161.250000
	Iteration 17Q: 3 clusters Score -1.817647e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363142 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -18176484.000000 Penalty: 4161.250000
	Iteration 18Q: 3 clusters Score -1.817648e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363177 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -18176526.000000 Penalty: 4161.250000
	Iteration 19Q: 3 clusters Score -1.817653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363193 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -18176536.000000 Penalty: 4161.250000
	Iteration 20F: 3 clusters Score -1.817654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363210 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -18176554.000000 Penalty: 4161.250000
	Iteration 21Q: 3 clusters Score -1.817655e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363221 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -18176576.000000 Penalty: 4161.250000
	Iteration 22Q: 3 clusters Score -1.817658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363229 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -18176586.000000 Penalty: 4161.250000
	Iteration 23Q: 3 clusters Score -1.817659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363233 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -18176590.000000 Penalty: 4161.250000
	Iteration 24Q: 3 clusters Score -1.817659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363233 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -18176594.000000 Penalty: 4161.250000
	Iteration 25Q: 3 clusters Score -1.817659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363233 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -18176594.000000 Penalty: 4161.250000
	Iteration 26F: 3 clusters Score -1.817659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Entering Unmasked Estep 
Score: -555684.062500 Penalty: 1519.603516
	Iteration 0F: 2 clusters Score -555684.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -547468.125000 Penalty: 3039.207031
	Iteration 0F: 3 clusters Score -547468.1 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -550160.937500 Penalty: 3039.207031
	Iteration 1F: 3 clusters Score -550160.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -550461.375000 Penalty: 3039.207031
	Iteration 2F: 3 clusters Score -550461.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -550789.250000 Penalty: 3039.207031
	Iteration 3F: 3 clusters Score -550789.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -551146.125000 Penalty: 3039.207031
	Iteration 4F: 3 clusters Score -551146.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -551581.625000 Penalty: 3039.207031
	Iteration 5F: 3 clusters Score -551581.6 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -552129.250000 Penalty: 3039.207031
	Iteration 6F: 3 clusters Score -552129.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -552702.062500 Penalty: 3039.207031
	Iteration 7F: 3 clusters Score -552702.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -553207.250000 Penalty: 3039.207031
	Iteration 8F: 3 clusters Score -553207.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -553621.500000 Penalty: 3039.207031
	Iteration 9Q: 3 clusters Score -553621.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -553970.000000 Penalty: 3039.207031
	Iteration 10Q: 3 clusters Score -553970 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -554330.125000 Penalty: 3039.207031
	Iteration 11Q: 3 clusters Score -554330.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -554643.000000 Penalty: 3039.207031
	Iteration 12Q: 3 clusters Score -554643 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -554785.937500 Penalty: 3039.207031
	Iteration 13Q: 3 clusters Score -554785.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -554839.875000 Penalty: 3039.207031
	Iteration 14Q: 3 clusters Score -554839.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -554866.812500 Penalty: 3039.207031
	Iteration 15Q: 3 clusters Score -554866.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -554880.250000 Penalty: 3039.207031
	Iteration 16Q: 3 clusters Score -554880.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -554886.750000 Penalty: 3039.207031
	Iteration 17Q: 3 clusters Score -554886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -554888.812500 Penalty: 3039.207031
	Iteration 18Q: 3 clusters Score -554888.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -554890.562500 Penalty: 3039.207031
	Iteration 19Q: 3 clusters Score -554890.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -554892.000000 Penalty: 3039.207031
	Iteration 20F: 3 clusters Score -554892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -554891.875000 Penalty: 3039.207031
	Iteration 21Q: 3 clusters Score -554891.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -554892.250000 Penalty: 3039.207031
	Iteration 22Q: 3 clusters Score -554892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -554892.250000 Penalty: 3039.207031
	Iteration 23F: 3 clusters Score -554892.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Entering Unmasked Estep 
Score: -346006.875000 Penalty: 1448.211304
	Iteration 0F: 2 clusters Score -346006.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -340476.625000 Penalty: 2896.422607
	Iteration 0F: 3 clusters Score -340476.6 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -342231.906250 Penalty: 2896.422607
	Iteration 1F: 3 clusters Score -342231.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -342495.062500 Penalty: 2896.422607
	Iteration 2F: 3 clusters Score -342495.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -342734.000000 Penalty: 2896.422607
	Iteration 3F: 3 clusters Score -342734 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -342939.406250 Penalty: 2896.422607
	Iteration 4F: 3 clusters Score -342939.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -343117.562500 Penalty: 2896.422607
	Iteration 5Q: 3 clusters Score -343117.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -343303.531250 Penalty: 2896.422607
	Iteration 6Q: 3 clusters Score -343303.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -343499.218750 Penalty: 2896.422607
	Iteration 7Q: 3 clusters Score -343499.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -343690.468750 Penalty: 2896.422607
	Iteration 8Q: 3 clusters Score -343690.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -343892.656250 Penalty: 2896.422607
	Iteration 9Q: 3 clusters Score -343892.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -344074.375000 Penalty: 2896.422607
	Iteration 10Q: 3 clusters Score -344074.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -344238.062500 Penalty: 2896.422607
	Iteration 11Q: 3 clusters Score -344238.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -344360.500000 Penalty: 2896.422607
	Iteration 12Q: 3 clusters Score -344360.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -344436.281250 Penalty: 2896.422607
	Iteration 13Q: 3 clusters Score -344436.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -344494.125000 Penalty: 2896.422607
	Iteration 14Q: 3 clusters Score -344494.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -344535.062500 Penalty: 2896.422607
	Iteration 15Q: 3 clusters Score -344535.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -344579.468750 Penalty: 2896.422607
	Iteration 16Q: 3 clusters Score -344579.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -344622.468750 Penalty: 2896.422607
	Iteration 17Q: 3 clusters Score -344622.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -344667.000000 Penalty: 2896.422607
	Iteration 18Q: 3 clusters Score -344667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -344708.843750 Penalty: 2896.422607
	Iteration 19Q: 3 clusters Score -344708.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -344748.031250 Penalty: 2896.422607
	Iteration 20F: 3 clusters Score -344748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -344780.906250 Penalty: 2896.422607
	Iteration 21Q: 3 clusters Score -344780.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -344806.468750 Penalty: 2896.422607
	Iteration 22Q: 3 clusters Score -344806.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -344823.875000 Penalty: 2896.422607
	Iteration 23Q: 3 clusters Score -344823.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -344838.375000 Penalty: 2896.422607
	Iteration 24Q: 3 clusters Score -344838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -344849.562500 Penalty: 2896.422607
	Iteration 25Q: 3 clusters Score -344849.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -344857.093750 Penalty: 2896.422607
	Iteration 26Q: 3 clusters Score -344857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -344861.375000 Penalty: 2896.422607
	Iteration 27Q: 3 clusters Score -344861.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -344867.031250 Penalty: 2896.422607
	Iteration 28Q: 3 clusters Score -344867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -344868.781250 Penalty: 2896.422607
	Iteration 29Q: 3 clusters Score -344868.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -344870.531250 Penalty: 2896.422607
	Iteration 30Q: 3 clusters Score -344870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -344873.968750 Penalty: 2896.422607
	Iteration 31Q: 3 clusters Score -344874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -344874.781250 Penalty: 2896.422607
	Iteration 32Q: 3 clusters Score -344874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -344877.437500 Penalty: 2896.422607
	Iteration 33Q: 3 clusters Score -344877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -344879.875000 Penalty: 2896.422607
	Iteration 34Q: 3 clusters Score -344879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -344881.468750 Penalty: 2896.422607
	Iteration 35Q: 3 clusters Score -344881.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -344881.687500 Penalty: 2896.422607
	Iteration 36Q: 3 clusters Score -344881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -344882.781250 Penalty: 2896.422607
	Iteration 37Q: 3 clusters Score -344882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -344883.937500 Penalty: 2896.422607
	Iteration 38Q: 3 clusters Score -344883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -344883.937500 Penalty: 2896.422607
	Iteration 39F: 3 clusters Score -344883.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -111181.085938 Penalty: 1265.314697
	Iteration 0F: 2 clusters Score -111181.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -108834.289062 Penalty: 2530.629395
	Iteration 0F: 3 clusters Score -108834.3 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -109335.343750 Penalty: 2530.629395
	Iteration 1F: 3 clusters Score -109335.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -109452.382812 Penalty: 2530.629395
	Iteration 2F: 3 clusters Score -109452.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -109527.984375 Penalty: 2530.629395
	Iteration 3Q: 3 clusters Score -109528 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -109580.640625 Penalty: 2530.629395
	Iteration 4Q: 3 clusters Score -109580.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -109621.070312 Penalty: 2530.629395
	Iteration 5Q: 3 clusters Score -109621.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -109660.921875 Penalty: 2530.629395
	Iteration 6Q: 3 clusters Score -109660.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -109696.156250 Penalty: 2530.629395
	Iteration 7Q: 3 clusters Score -109696.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -109725.078125 Penalty: 2530.629395
	Iteration 8Q: 3 clusters Score -109725.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -109749.945312 Penalty: 2530.629395
	Iteration 9Q: 3 clusters Score -109749.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -109767.742188 Penalty: 2530.629395
	Iteration 10Q: 3 clusters Score -109767.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -109778.070312 Penalty: 2530.629395
	Iteration 11Q: 3 clusters Score -109778.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -109786.671875 Penalty: 2530.629395
	Iteration 12Q: 3 clusters Score -109786.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -109794.929688 Penalty: 2530.629395
	Iteration 13Q: 3 clusters Score -109794.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -109799.570312 Penalty: 2530.629395
	Iteration 14Q: 3 clusters Score -109799.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -109804.359375 Penalty: 2530.629395
	Iteration 15Q: 3 clusters Score -109804.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -109808.976562 Penalty: 2530.629395
	Iteration 16Q: 3 clusters Score -109809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -109811.445312 Penalty: 2530.629395
	Iteration 17Q: 3 clusters Score -109811.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -109815.304688 Penalty: 2530.629395
	Iteration 18Q: 3 clusters Score -109815.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -109818.257812 Penalty: 2530.629395
	Iteration 19Q: 3 clusters Score -109818.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -109821.179688 Penalty: 2530.629395
	Iteration 20F: 3 clusters Score -109821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -109824.148438 Penalty: 2530.629395
	Iteration 21Q: 3 clusters Score -109824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -109828.312500 Penalty: 2530.629395
	Iteration 22Q: 3 clusters Score -109828.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -109832.046875 Penalty: 2530.629395
	Iteration 23Q: 3 clusters Score -109832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -109837.304688 Penalty: 2530.629395
	Iteration 24Q: 3 clusters Score -109837.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -109841.234375 Penalty: 2530.629395
	Iteration 25Q: 3 clusters Score -109841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -109844.328125 Penalty: 2530.629395
	Iteration 26Q: 3 clusters Score -109844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -109850.445312 Penalty: 2530.629395
	Iteration 27Q: 3 clusters Score -109850.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -109855.914062 Penalty: 2530.629395
	Iteration 28Q: 3 clusters Score -109855.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -109860.898438 Penalty: 2530.629395
	Iteration 29Q: 3 clusters Score -109860.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -109864.796875 Penalty: 2530.629395
	Iteration 30Q: 3 clusters Score -109864.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -109867.984375 Penalty: 2530.629395
	Iteration 31Q: 3 clusters Score -109868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -109870.367188 Penalty: 2530.629395
	Iteration 32Q: 3 clusters Score -109870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -109875.062500 Penalty: 2530.629395
	Iteration 33Q: 3 clusters Score -109875.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -109880.296875 Penalty: 2530.629395
	Iteration 34Q: 3 clusters Score -109880.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -109885.820312 Penalty: 2530.629395
	Iteration 35Q: 3 clusters Score -109885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -109891.226562 Penalty: 2530.629395
	Iteration 36Q: 3 clusters Score -109891.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -109894.476562 Penalty: 2530.629395
	Iteration 37Q: 3 clusters Score -109894.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -109900.125000 Penalty: 2530.629395
	Iteration 38Q: 3 clusters Score -109900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -109905.898438 Penalty: 2530.629395
	Iteration 39Q: 3 clusters Score -109905.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -109913.195312 Penalty: 2530.629395
	Iteration 40F: 3 clusters Score -109913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -109918.328125 Penalty: 2530.629395
	Iteration 41Q: 3 clusters Score -109918.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -109920.250000 Penalty: 2530.629395
	Iteration 42Q: 3 clusters Score -109920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -109923.015625 Penalty: 2530.629395
	Iteration 43Q: 3 clusters Score -109923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -109924.726562 Penalty: 2530.629395
	Iteration 44Q: 3 clusters Score -109924.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -109929.812500 Penalty: 2530.629395
	Iteration 45Q: 3 clusters Score -109929.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -109936.851562 Penalty: 2530.629395
	Iteration 46Q: 3 clusters Score -109936.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -109942.289062 Penalty: 2530.629395
	Iteration 47Q: 3 clusters Score -109942.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -109945.140625 Penalty: 2530.629395
	Iteration 48Q: 3 clusters Score -109945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -109947.562500 Penalty: 2530.629395
	Iteration 49Q: 3 clusters Score -109947.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -109948.062500 Penalty: 2530.629395
	Iteration 50Q: 3 clusters Score -109948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -109948.929688 Penalty: 2530.629395
	Iteration 51Q: 3 clusters Score -109948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -109949.625000 Penalty: 2530.629395
	Iteration 52Q: 3 clusters Score -109949.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -109951.203125 Penalty: 2530.629395
	Iteration 53Q: 3 clusters Score -109951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -109951.937500 Penalty: 2530.629395
	Iteration 54Q: 3 clusters Score -109951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -109952.687500 Penalty: 2530.629395
	Iteration 55Q: 3 clusters Score -109952.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -109955.562500 Penalty: 2530.629395
	Iteration 56Q: 3 clusters Score -109955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -109957.765625 Penalty: 2530.629395
	Iteration 57Q: 3 clusters Score -109957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -109958.539062 Penalty: 2530.629395
	Iteration 58Q: 3 clusters Score -109958.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -109958.656250 Penalty: 2530.629395
	Iteration 59Q: 3 clusters Score -109958.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -109958.781250 Penalty: 2530.629395
	Iteration 60F: 3 clusters Score -109958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -366037.500000 Penalty: 1442.074951
	Iteration 0F: 2 clusters Score -366037.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -360685.093750 Penalty: 2884.149902
	Iteration 0F: 3 clusters Score -360685.1 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -362283.281250 Penalty: 2884.149902
	Iteration 1F: 3 clusters Score -362283.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -362518.875000 Penalty: 2884.149902
	Iteration 2F: 3 clusters Score -362518.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -362671.218750 Penalty: 2884.149902
	Iteration 3F: 3 clusters Score -362671.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -362784.062500 Penalty: 2884.149902
	Iteration 4Q: 3 clusters Score -362784.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -362870.031250 Penalty: 2884.149902
	Iteration 5Q: 3 clusters Score -362870 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -362946.156250 Penalty: 2884.149902
	Iteration 6Q: 3 clusters Score -362946.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -363036.718750 Penalty: 2884.149902
	Iteration 7Q: 3 clusters Score -363036.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -363135.250000 Penalty: 2884.149902
	Iteration 8Q: 3 clusters Score -363135.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -363241.843750 Penalty: 2884.149902
	Iteration 9Q: 3 clusters Score -363241.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -363378.312500 Penalty: 2884.149902
	Iteration 10Q: 3 clusters Score -363378.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -363524.250000 Penalty: 2884.149902
	Iteration 11Q: 3 clusters Score -363524.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -363674.906250 Penalty: 2884.149902
	Iteration 12Q: 3 clusters Score -363674.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -363825.656250 Penalty: 2884.149902
	Iteration 13Q: 3 clusters Score -363825.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -363997.406250 Penalty: 2884.149902
	Iteration 14Q: 3 clusters Score -363997.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -364162.875000 Penalty: 2884.149902
	Iteration 15Q: 3 clusters Score -364162.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -364315.062500 Penalty: 2884.149902
	Iteration 16Q: 3 clusters Score -364315.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -364448.125000 Penalty: 2884.149902
	Iteration 17Q: 3 clusters Score -364448.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -364542.937500 Penalty: 2884.149902
	Iteration 18Q: 3 clusters Score -364542.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -364623.843750 Penalty: 2884.149902
	Iteration 19Q: 3 clusters Score -364623.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -364679.375000 Penalty: 2884.149902
	Iteration 20F: 3 clusters Score -364679.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -364741.812500 Penalty: 2884.149902
	Iteration 21Q: 3 clusters Score -364741.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -364789.562500 Penalty: 2884.149902
	Iteration 22Q: 3 clusters Score -364789.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -364815.312500 Penalty: 2884.149902
	Iteration 23Q: 3 clusters Score -364815.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -364834.687500 Penalty: 2884.149902
	Iteration 24Q: 3 clusters Score -364834.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -364844.281250 Penalty: 2884.149902
	Iteration 25Q: 3 clusters Score -364844.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -364852.500000 Penalty: 2884.149902
	Iteration 26Q: 3 clusters Score -364852.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -364859.062500 Penalty: 2884.149902
	Iteration 27Q: 3 clusters Score -364859.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -364869.125000 Penalty: 2884.149902
	Iteration 28Q: 3 clusters Score -364869.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -364876.500000 Penalty: 2884.149902
	Iteration 29Q: 3 clusters Score -364876.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -364885.406250 Penalty: 2884.149902
	Iteration 30Q: 3 clusters Score -364885.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -364890.187500 Penalty: 2884.149902
	Iteration 31Q: 3 clusters Score -364890.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -364893.000000 Penalty: 2884.149902
	Iteration 32Q: 3 clusters Score -364893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -364895.968750 Penalty: 2884.149902
	Iteration 33Q: 3 clusters Score -364896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -364898.781250 Penalty: 2884.149902
	Iteration 34Q: 3 clusters Score -364898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -364900.125000 Penalty: 2884.149902
	Iteration 35Q: 3 clusters Score -364900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -364902.750000 Penalty: 2884.149902
	Iteration 36Q: 3 clusters Score -364902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -364901.812500 Penalty: 2884.149902
	Iteration 37Q: 3 clusters Score -364901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -364903.093750 Penalty: 2884.149902
	Iteration 38Q: 3 clusters Score -364903.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -364903.093750 Penalty: 2884.149902
	Iteration 39F: 3 clusters Score -364903.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Entering Unmasked Estep 
Score: -1625767.875000 Penalty: 1685.066528
	Iteration 0F: 2 clusters Score -1625768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -1604290.750000 Penalty: 3370.133057
	Iteration 0F: 3 clusters Score -1604291 nChanged 14633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -1612361.625000 Penalty: 3370.133057
	Iteration 1F: 3 clusters Score -1612362 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1612750.250000 Penalty: 3370.133057
	Iteration 2Q: 3 clusters Score -1612750 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1613141.875000 Penalty: 3370.133057
	Iteration 3Q: 3 clusters Score -1613142 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1613544.750000 Penalty: 3370.133057
	Iteration 4Q: 3 clusters Score -1613545 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1613959.875000 Penalty: 3370.133057
	Iteration 5Q: 3 clusters Score -1613960 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1614430.125000 Penalty: 3370.133057
	Iteration 6Q: 3 clusters Score -1614430 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1615023.750000 Penalty: 3370.133057
	Iteration 7Q: 3 clusters Score -1615024 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1615785.125000 Penalty: 3370.133057
	Iteration 8Q: 3 clusters Score -1615785 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1616736.250000 Penalty: 3370.133057
	Iteration 9Q: 3 clusters Score -1616736 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1617913.250000 Penalty: 3370.133057
	Iteration 10F: 3 clusters Score -1617913 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1619111.750000 Penalty: 3370.133057
	Iteration 11F: 3 clusters Score -1619112 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1619985.375000 Penalty: 3370.133057
	Iteration 12Q: 3 clusters Score -1619985 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1620500.875000 Penalty: 3370.133057
	Iteration 13Q: 3 clusters Score -1620501 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1620810.375000 Penalty: 3370.133057
	Iteration 14Q: 3 clusters Score -1620810 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1621073.250000 Penalty: 3370.133057
	Iteration 15Q: 3 clusters Score -1621073 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1621304.000000 Penalty: 3370.133057
	Iteration 16Q: 3 clusters Score -1621304 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1621488.875000 Penalty: 3370.133057
	Iteration 17Q: 3 clusters Score -1621489 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1621654.875000 Penalty: 3370.133057
	Iteration 18Q: 3 clusters Score -1621655 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1621793.750000 Penalty: 3370.133057
	Iteration 19Q: 3 clusters Score -1621794 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1621934.000000 Penalty: 3370.133057
	Iteration 20F: 3 clusters Score -1621934 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1622059.375000 Penalty: 3370.133057
	Iteration 21Q: 3 clusters Score -1622059 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1622170.625000 Penalty: 3370.133057
	Iteration 22Q: 3 clusters Score -1622171 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1622303.000000 Penalty: 3370.133057
	Iteration 23Q: 3 clusters Score -1622303 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1622415.875000 Penalty: 3370.133057
	Iteration 24Q: 3 clusters Score -1622416 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1622525.125000 Penalty: 3370.133057
	Iteration 25Q: 3 clusters Score -1622525 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1622628.625000 Penalty: 3370.133057
	Iteration 26Q: 3 clusters Score -1622629 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1622754.125000 Penalty: 3370.133057
	Iteration 27Q: 3 clusters Score -1622754 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1622866.375000 Penalty: 3370.133057
	Iteration 28Q: 3 clusters Score -1622866 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1622958.625000 Penalty: 3370.133057
	Iteration 29Q: 3 clusters Score -1622959 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1623050.500000 Penalty: 3370.133057
	Iteration 30Q: 3 clusters Score -1623050 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1623137.625000 Penalty: 3370.133057
	Iteration 31Q: 3 clusters Score -1623138 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1623216.875000 Penalty: 3370.133057
	Iteration 32Q: 3 clusters Score -1623217 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1623279.375000 Penalty: 3370.133057
	Iteration 33Q: 3 clusters Score -1623279 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1623345.250000 Penalty: 3370.133057
	Iteration 34Q: 3 clusters Score -1623345 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1623404.375000 Penalty: 3370.133057
	Iteration 35Q: 3 clusters Score -1623404 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1623464.375000 Penalty: 3370.133057
	Iteration 36Q: 3 clusters Score -1623464 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1623528.250000 Penalty: 3370.133057
	Iteration 37Q: 3 clusters Score -1623528 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1623602.625000 Penalty: 3370.133057
	Iteration 38Q: 3 clusters Score -1623603 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1623666.750000 Penalty: 3370.133057
	Iteration 39Q: 3 clusters Score -1623667 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1623735.250000 Penalty: 3370.133057
	Iteration 40F: 3 clusters Score -1623735 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1623793.750000 Penalty: 3370.133057
	Iteration 41Q: 3 clusters Score -1623794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1623850.000000 Penalty: 3370.133057
	Iteration 42Q: 3 clusters Score -1623850 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1623893.750000 Penalty: 3370.133057
	Iteration 43Q: 3 clusters Score -1623894 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1623941.625000 Penalty: 3370.133057
	Iteration 44Q: 3 clusters Score -1623942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1623982.875000 Penalty: 3370.133057
	Iteration 45Q: 3 clusters Score -1623983 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1624014.125000 Penalty: 3370.133057
	Iteration 46Q: 3 clusters Score -1624014 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1624034.875000 Penalty: 3370.133057
	Iteration 47Q: 3 clusters Score -1624035 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1624048.875000 Penalty: 3370.133057
	Iteration 48Q: 3 clusters Score -1624049 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1624064.125000 Penalty: 3370.133057
	Iteration 49Q: 3 clusters Score -1624064 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1624080.250000 Penalty: 3370.133057
	Iteration 50Q: 3 clusters Score -1624080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1624093.875000 Penalty: 3370.133057
	Iteration 51Q: 3 clusters Score -1624094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1624112.750000 Penalty: 3370.133057
	Iteration 52Q: 3 clusters Score -1624113 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1624120.000000 Penalty: 3370.133057
	Iteration 53Q: 3 clusters Score -1624120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1624131.000000 Penalty: 3370.133057
	Iteration 54Q: 3 clusters Score -1624131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1624133.375000 Penalty: 3370.133057
	Iteration 55Q: 3 clusters Score -1624133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1624142.625000 Penalty: 3370.133057
	Iteration 56Q: 3 clusters Score -1624143 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1624151.750000 Penalty: 3370.133057
	Iteration 57Q: 3 clusters Score -1624152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1624168.000000 Penalty: 3370.133057
	Iteration 58Q: 3 clusters Score -1624168 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1624191.750000 Penalty: 3370.133057
	Iteration 59Q: 3 clusters Score -1624192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1624212.125000 Penalty: 3370.133057
	Iteration 60F: 3 clusters Score -1624212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1624222.500000 Penalty: 3370.133057
	Iteration 61Q: 3 clusters Score -1624222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1624230.500000 Penalty: 3370.133057
	Iteration 62Q: 3 clusters Score -1624230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1624243.125000 Penalty: 3370.133057
	Iteration 63Q: 3 clusters Score -1624243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1624252.875000 Penalty: 3370.133057
	Iteration 64Q: 3 clusters Score -1624253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1624262.125000 Penalty: 3370.133057
	Iteration 65Q: 3 clusters Score -1624262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1624279.375000 Penalty: 3370.133057
	Iteration 66Q: 3 clusters Score -1624279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1624297.500000 Penalty: 3370.133057
	Iteration 67Q: 3 clusters Score -1624298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1624308.250000 Penalty: 3370.133057
	Iteration 68Q: 3 clusters Score -1624308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1624316.500000 Penalty: 3370.133057
	Iteration 69Q: 3 clusters Score -1624316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1624327.125000 Penalty: 3370.133057
	Iteration 70Q: 3 clusters Score -1624327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1624336.375000 Penalty: 3370.133057
	Iteration 71Q: 3 clusters Score -1624336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1624342.625000 Penalty: 3370.133057
	Iteration 72Q: 3 clusters Score -1624343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1624350.500000 Penalty: 3370.133057
	Iteration 73Q: 3 clusters Score -1624350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1624349.375000 Penalty: 3370.133057
	Iteration 74Q: 3 clusters Score -1624349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1624353.250000 Penalty: 3370.133057
	Iteration 75Q: 3 clusters Score -1624353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1624358.375000 Penalty: 3370.133057
	Iteration 76Q: 3 clusters Score -1624358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1624360.750000 Penalty: 3370.133057
	Iteration 77Q: 3 clusters Score -1624361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1624365.375000 Penalty: 3370.133057
	Iteration 78Q: 3 clusters Score -1624365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1624368.000000 Penalty: 3370.133057
	Iteration 79Q: 3 clusters Score -1624368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1624373.250000 Penalty: 3370.133057
	Iteration 80F: 3 clusters Score -1624373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1624376.250000 Penalty: 3370.133057
	Iteration 81Q: 3 clusters Score -1624376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1624377.500000 Penalty: 3370.133057
	Iteration 82Q: 3 clusters Score -1624378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1624379.625000 Penalty: 3370.133057
	Iteration 83Q: 3 clusters Score -1624380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1624380.375000 Penalty: 3370.133057
	Iteration 84Q: 3 clusters Score -1624380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1624382.000000 Penalty: 3370.133057
	Iteration 85Q: 3 clusters Score -1624382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1624382.875000 Penalty: 3370.133057
	Iteration 86Q: 3 clusters Score -1624383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1624382.875000 Penalty: 3370.133057
	Iteration 87F: 3 clusters Score -1624383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3189 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 46737 members 
Mstep: Class 11 contains 17622 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56196 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363613 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 7421 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7146 members 
Mstep: Class 20 contains 31877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198652.000000 Penalty: 38844.960938
Iteration 199Q: 19 clusters Score -2.819865e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3191 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5265 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 46749 members 
Mstep: Class 11 contains 17612 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56198 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363607 members 
Mstep: Class 16 contains 11517 members 
Mstep: Class 17 contains 7430 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7144 members 
Mstep: Class 20 contains 31876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198672.000000 Penalty: 38844.960938
Iteration 200F: 19 clusters Score -2.819867e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3193 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5260 members 
Mstep: Class 9 contains 14256 members 
Mstep: Class 10 contains 46761 members 
Mstep: Class 11 contains 17604 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56200 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363598 members 
Mstep: Class 16 contains 11517 members 
Mstep: Class 17 contains 7443 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7142 members 
Mstep: Class 20 contains 31874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198674.000000 Penalty: 38844.960938
Iteration 201Q: 19 clusters Score -2.819867e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3194 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5257 members 
Mstep: Class 9 contains 14256 members 
Mstep: Class 10 contains 46775 members 
Mstep: Class 11 contains 17599 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56193 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363595 members 
Mstep: Class 16 contains 11517 members 
Mstep: Class 17 contains 7448 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7142 members 
Mstep: Class 20 contains 31872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198680.000000 Penalty: 38844.960938
Iteration 202Q: 19 clusters Score -2.819868e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3197 members 
Mstep: Class 5 contains 6275 members 
Mstep: Class 6 contains 559 members 
Mstep: Class 7 contains 5253 members 
Mstep: Class 9 contains 14255 members 
Mstep: Class 10 contains 46784 members 
Mstep: Class 11 contains 17595 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56191 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363594 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7449 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 31869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198724.000000 Penalty: 38844.960938
Iteration 203Q: 19 clusters Score -2.819872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3200 members 
Mstep: Class 5 contains 6274 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 46793 members 
Mstep: Class 11 contains 17588 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56189 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363588 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7142 members 
Mstep: Class 20 contains 31868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198732.000000 Penalty: 38844.960938
Iteration 204Q: 19 clusters Score -2.819873e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3203 members 
Mstep: Class 5 contains 6273 members 
Mstep: Class 6 contains 557 members 
Mstep: Class 7 contains 5249 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 46799 members 
Mstep: Class 11 contains 17584 members 
Mstep: Class 12 contains 6744 members 
Mstep: Class 13 contains 56189 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363586 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 7455 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7142 members 
Mstep: Class 20 contains 31867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198672.000000 Penalty: 38844.960938
Iteration 205Q: 19 clusters Score -2.819867e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3203 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5247 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 46804 members 
Mstep: Class 11 contains 17580 members 
Mstep: Class 12 contains 6743 members 
Mstep: Class 13 contains 56191 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363582 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 7465 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7142 members 
Mstep: Class 20 contains 31864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198736.000000 Penalty: 38844.960938
Iteration 206Q: 19 clusters Score -2.819874e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3204 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 9 contains 14256 members 
Mstep: Class 10 contains 46815 members 
Mstep: Class 11 contains 17575 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56186 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363575 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 7473 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 31865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198710.000000 Penalty: 38844.960938
Iteration 207Q: 19 clusters Score -2.819871e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3207 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5244 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 46828 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56180 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363570 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 7476 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 31864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198730.000000 Penalty: 38844.960938
Iteration 208Q: 19 clusters Score -2.819873e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3207 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5243 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 46843 members 
Mstep: Class 11 contains 17564 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56169 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363569 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 7478 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7140 members 
Mstep: Class 20 contains 31863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198756.000000 Penalty: 38844.960938
Iteration 209Q: 19 clusters Score -2.819876e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3208 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 46858 members 
Mstep: Class 11 contains 17556 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56161 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363567 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 7485 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7139 members 
Mstep: Class 20 contains 31863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198776.000000 Penalty: 38844.960938
Iteration 210Q: 19 clusters Score -2.819878e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3210 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5228 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 46871 members 
Mstep: Class 11 contains 17547 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56163 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363567 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 7493 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7137 members 
Mstep: Class 20 contains 31862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198734.000000 Penalty: 38844.960938
Iteration 211Q: 19 clusters Score -2.819873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3210 members 
Mstep: Class 5 contains 6271 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5221 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 46883 members 
Mstep: Class 11 contains 17536 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56168 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363555 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 7510 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7135 members 
Mstep: Class 20 contains 31860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198748.000000 Penalty: 38844.960938
Iteration 212Q: 19 clusters Score -2.819875e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3211 members 
Mstep: Class 5 contains 6271 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5217 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 46890 members 
Mstep: Class 11 contains 17526 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56177 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363543 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 7533 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7127 members 
Mstep: Class 20 contains 31854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198788.000000 Penalty: 38844.960938
Iteration 213Q: 19 clusters Score -2.819879e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3213 members 
Mstep: Class 5 contains 6271 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5215 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 46903 members 
Mstep: Class 11 contains 17516 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56182 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363531 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 7544 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 31850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198800.000000 Penalty: 38844.960938
Iteration 214Q: 19 clusters Score -2.81988e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3215 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5213 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 46912 members 
Mstep: Class 11 contains 17504 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56182 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363531 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 7550 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7120 members 
Mstep: Class 20 contains 31849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198750.000000 Penalty: 38844.960938
Iteration 215Q: 19 clusters Score -2.819875e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3217 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5209 members 
Mstep: Class 9 contains 14262 members 
Mstep: Class 10 contains 46920 members 
Mstep: Class 11 contains 17491 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56184 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363538 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7114 members 
Mstep: Class 20 contains 31847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198750.000000 Penalty: 38844.960938
Iteration 216Q: 19 clusters Score -2.819875e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3219 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 9 contains 14262 members 
Mstep: Class 10 contains 46932 members 
Mstep: Class 11 contains 17476 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56185 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363542 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 7567 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 31846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198766.000000 Penalty: 38844.960938
Iteration 217Q: 19 clusters Score -2.819877e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3220 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5200 members 
Mstep: Class 9 contains 14263 members 
Mstep: Class 10 contains 46943 members 
Mstep: Class 11 contains 17463 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56186 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363545 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 7577 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7104 members 
Mstep: Class 20 contains 31842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198808.000000 Penalty: 38844.960938
Iteration 218Q: 19 clusters Score -2.819881e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3221 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5187 members 
Mstep: Class 9 contains 14263 members 
Mstep: Class 10 contains 46953 members 
Mstep: Class 11 contains 17453 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56186 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363557 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 7578 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 7101 members 
Mstep: Class 20 contains 31844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198824.000000 Penalty: 38844.960938
Iteration 219Q: 19 clusters Score -2.819882e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3221 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5181 members 
Mstep: Class 9 contains 14265 members 
Mstep: Class 10 contains 46966 members 
Mstep: Class 11 contains 17444 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56186 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363550 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 7582 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 7100 members 
Mstep: Class 20 contains 31848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198798.000000 Penalty: 38844.960938
Iteration 220F: 19 clusters Score -2.81988e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3224 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5173 members 
Mstep: Class 9 contains 14266 members 
Mstep: Class 10 contains 46987 members 
Mstep: Class 11 contains 17437 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 56181 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363548 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 7581 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7098 members 
Mstep: Class 20 contains 31849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198818.000000 Penalty: 38844.960938
Iteration 221Q: 19 clusters Score -2.819882e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3226 members 
Mstep: Class 5 contains 6262 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5169 members 
Mstep: Class 9 contains 14266 members 
Mstep: Class 10 contains 47002 members 
Mstep: Class 11 contains 17430 members 
Mstep: Class 12 contains 6741 members 
Mstep: Class 13 contains 56181 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363547 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 7583 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7096 members 
Mstep: Class 20 contains 31850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198810.000000 Penalty: 38844.960938
Iteration 222Q: 19 clusters Score -2.819881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5169 members 
Mstep: Class 9 contains 14265 members 
Mstep: Class 10 contains 47011 members 
Mstep: Class 11 contains 17419 members 
Mstep: Class 12 contains 6740 members 
Mstep: Class 13 contains 56182 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363549 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 7582 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 31853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198816.000000 Penalty: 38844.960938
Iteration 223Q: 19 clusters Score -2.819882e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3229 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5167 members 
Mstep: Class 9 contains 14266 members 
Mstep: Class 10 contains 47020 members 
Mstep: Class 11 contains 17411 members 
Mstep: Class 12 contains 6739 members 
Mstep: Class 13 contains 56178 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363553 members 
Mstep: Class 16 contains 11519 members 
Mstep: Class 17 contains 7586 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7093 members 
Mstep: Class 20 contains 31853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198806.000000 Penalty: 38844.960938
Iteration 224Q: 19 clusters Score -2.819881e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5160 members 
Mstep: Class 9 contains 14268 members 
Mstep: Class 10 contains 47035 members 
Mstep: Class 11 contains 17401 members 
Mstep: Class 12 contains 6736 members 
Mstep: Class 13 contains 56177 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363558 members 
Mstep: Class 16 contains 11517 members 
Mstep: Class 17 contains 7589 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7089 members 
Mstep: Class 20 contains 31853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198846.000000 Penalty: 38844.960938
Iteration 225Q: 19 clusters Score -2.819885e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5149 members 
Mstep: Class 9 contains 14269 members 
Mstep: Class 10 contains 47055 members 
Mstep: Class 11 contains 17395 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 56181 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363547 members 
Mstep: Class 16 contains 11519 members 
Mstep: Class 17 contains 7597 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7086 members 
Mstep: Class 20 contains 31851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198850.000000 Penalty: 38844.960938
Iteration 226Q: 19 clusters Score -2.819885e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5143 members 
Mstep: Class 9 contains 14272 members 
Mstep: Class 10 contains 47068 members 
Mstep: Class 11 contains 17390 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 56180 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363543 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 7602 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 31847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198848.000000 Penalty: 38844.960938
Iteration 227Q: 19 clusters Score -2.819885e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5138 members 
Mstep: Class 9 contains 14274 members 
Mstep: Class 10 contains 47079 members 
Mstep: Class 11 contains 17389 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 56178 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363542 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7603 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7080 members 
Mstep: Class 20 contains 31843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198830.000000 Penalty: 38844.960938
Iteration 228Q: 19 clusters Score -2.819883e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5131 members 
Mstep: Class 9 contains 14274 members 
Mstep: Class 10 contains 47092 members 
Mstep: Class 11 contains 17387 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 56176 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363541 members 
Mstep: Class 16 contains 11527 members 
Mstep: Class 17 contains 7600 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 31840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198840.000000 Penalty: 38844.960938
Iteration 229Q: 19 clusters Score -2.819884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5124 members 
Mstep: Class 9 contains 14275 members 
Mstep: Class 10 contains 47101 members 
Mstep: Class 11 contains 17384 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 56175 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363539 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7601 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198824.000000 Penalty: 38844.960938
Iteration 230Q: 19 clusters Score -2.819882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 6262 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5120 members 
Mstep: Class 9 contains 14276 members 
Mstep: Class 10 contains 47117 members 
Mstep: Class 11 contains 17381 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 56173 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363527 members 
Mstep: Class 16 contains 11527 members 
Mstep: Class 17 contains 7606 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198848.000000 Penalty: 38844.960938
Iteration 231Q: 19 clusters Score -2.819885e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5113 members 
Mstep: Class 9 contains 14276 members 
Mstep: Class 10 contains 47133 members 
Mstep: Class 11 contains 17378 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 56171 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363523 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7607 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198848.000000 Penalty: 38844.960938
Iteration 232Q: 19 clusters Score -2.819885e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5109 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 47147 members 
Mstep: Class 11 contains 17376 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 56167 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363520 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7609 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198856.000000 Penalty: 38844.960938
Iteration 233Q: 19 clusters Score -2.819886e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5104 members 
Mstep: Class 9 contains 14278 members 
Mstep: Class 10 contains 47157 members 
Mstep: Class 11 contains 17370 members 
Mstep: Class 12 contains 6730 members 
Mstep: Class 13 contains 56164 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363519 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7613 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198842.000000 Penalty: 38844.960938
Iteration 234Q: 19 clusters Score -2.819884e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 6261 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 9 contains 14278 members 
Mstep: Class 10 contains 47177 members 
Mstep: Class 11 contains 17365 members 
Mstep: Class 12 contains 6728 members 
Mstep: Class 13 contains 56159 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363517 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198782.000000 Penalty: 38844.960938
Iteration 235Q: 19 clusters Score -2.819878e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 6263 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5081 members 
Mstep: Class 9 contains 14278 members 
Mstep: Class 10 contains 47199 members 
Mstep: Class 11 contains 17358 members 
Mstep: Class 12 contains 6725 members 
Mstep: Class 13 contains 56154 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363518 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 31839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198780.000000 Penalty: 38844.960938
Iteration 236Q: 19 clusters Score -2.819878e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6264 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5076 members 
Mstep: Class 9 contains 14281 members 
Mstep: Class 10 contains 47216 members 
Mstep: Class 11 contains 17354 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 56148 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363517 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198804.000000 Penalty: 38844.960938
Iteration 237Q: 19 clusters Score -2.81988e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6264 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5063 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47253 members 
Mstep: Class 11 contains 17355 members 
Mstep: Class 12 contains 6720 members 
Mstep: Class 13 contains 56137 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363507 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7617 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7073 members 
Mstep: Class 20 contains 31838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198860.000000 Penalty: 38844.960938
Iteration 238Q: 19 clusters Score -2.819886e+07 nChanged 68
Entering ConstructFrom: 
Score: -28198860.000000 Penalty: 38844.960938
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -64891.789062 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -64891.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -63110.632812 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -63110.63 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -63454.859375 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -63454.86 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -63563.800781 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -63563.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -63636.984375 Penalty: 2381.101318
	Iteration 3F: 3 clusters Score -63636.98 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -63699.003906 Penalty: 2381.101318
	Iteration 4Q: 3 clusters Score -63699 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -63744.394531 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -63744.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -63767.507812 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -63767.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -63790.843750 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -63790.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -63807.808594 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -63807.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -63824.777344 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -63824.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -63840.832031 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -63840.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -63858.285156 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -63858.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -63871.136719 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -63871.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -63883.070312 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -63883.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -63896.316406 Penalty: 2381.101318
	Iteration 14Q: 3 clusters Score -63896.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -63911.949219 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -63911.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -63922.156250 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -63922.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -63929.074219 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -63929.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -63933.351562 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -63933.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -63934.214844 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -63934.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -63934.980469 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -63934.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -80266.257812 Penalty: 1215.202637
	Iteration 0F: 2 clusters Score -80266.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -78340.703125 Penalty: 2430.405273
	Iteration 0F: 3 clusters Score -78340.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -78766.500000 Penalty: 2430.405273
	Iteration 1F: 3 clusters Score -78766.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -78888.773438 Penalty: 2430.405273
	Iteration 2F: 3 clusters Score -78888.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -78985.398438 Penalty: 2430.405273
	Iteration 3F: 3 clusters Score -78985.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -79047.804688 Penalty: 2430.405273
	Iteration 4Q: 3 clusters Score -79047.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -79097.312500 Penalty: 2430.405273
	Iteration 5Q: 3 clusters Score -79097.31 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -79128.507812 Penalty: 2430.405273
	Iteration 6Q: 3 clusters Score -79128.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -79152.625000 Penalty: 2430.405273
	Iteration 7Q: 3 clusters Score -79152.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -79170.984375 Penalty: 2430.405273
	Iteration 8Q: 3 clusters Score -79170.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -79191.609375 Penalty: 2430.405273
	Iteration 9Q: 3 clusters Score -79191.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -79208.500000 Penalty: 2430.405273
	Iteration 10Q: 3 clusters Score -79208.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -79218.593750 Penalty: 2430.405273
	Iteration 11Q: 3 clusters Score -79218.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -79227.843750 Penalty: 2430.405273
	Iteration 12Q: 3 clusters Score -79227.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -79236.656250 Penalty: 2430.405273
	Iteration 13Q: 3 clusters Score -79236.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -79243.523438 Penalty: 2430.405273
	Iteration 14Q: 3 clusters Score -79243.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -79253.812500 Penalty: 2430.405273
	Iteration 15Q: 3 clusters Score -79253.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -79260.195312 Penalty: 2430.405273
	Iteration 16Q: 3 clusters Score -79260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -79264.625000 Penalty: 2430.405273
	Iteration 17Q: 3 clusters Score -79264.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -79267.023438 Penalty: 2430.405273
	Iteration 18Q: 3 clusters Score -79267.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -79268.867188 Penalty: 2430.405273
	Iteration 19Q: 3 clusters Score -79268.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -79270.273438 Penalty: 2430.405273
	Iteration 20F: 3 clusters Score -79270.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -79271.531250 Penalty: 2430.405273
	Iteration 21Q: 3 clusters Score -79271.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -79271.531250 Penalty: 2430.405273
	Iteration 22F: 3 clusters Score -79271.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -125655.468750 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -125655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -122800.070312 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -122800.1 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -123591.421875 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -123591.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -123787.531250 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -123787.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -123997.437500 Penalty: 2626.177979
	Iteration 3F: 3 clusters Score -123997.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -124143.093750 Penalty: 2626.177979
	Iteration 4Q: 3 clusters Score -124143.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -124278.765625 Penalty: 2626.177979
	Iteration 5Q: 3 clusters Score -124278.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -124450.781250 Penalty: 2626.177979
	Iteration 6F: 3 clusters Score -124450.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -124658.148438 Penalty: 2626.177979
	Iteration 7F: 3 clusters Score -124658.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -124852.406250 Penalty: 2626.177979
	Iteration 8F: 3 clusters Score -124852.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -125028.031250 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -125028 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -125117.812500 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -125117.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -125159.117188 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -125159.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -125193.554688 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -125193.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -125221.156250 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -125221.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -125245.484375 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -125245.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -125261.718750 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -125261.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -125272.210938 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -125272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -125277.726562 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -125277.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -125282.085938 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -125282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -125283.289062 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -125283.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -125285.570312 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -125285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -125286.625000 Penalty: 2626.177979
	Iteration 21Q: 3 clusters Score -125286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -125287.195312 Penalty: 2626.177979
	Iteration 22Q: 3 clusters Score -125287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -125287.585938 Penalty: 2626.177979
	Iteration 23Q: 3 clusters Score -125287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -125288.593750 Penalty: 2626.177979
	Iteration 24Q: 3 clusters Score -125288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -125289.640625 Penalty: 2626.177979
	Iteration 25Q: 3 clusters Score -125289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -125290.101562 Penalty: 2626.177979
	Iteration 26Q: 3 clusters Score -125290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -125290.640625 Penalty: 2626.177979
	Iteration 27Q: 3 clusters Score -125290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -125291.000000 Penalty: 2626.177979
	Iteration 28Q: 3 clusters Score -125291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -125291.648438 Penalty: 2626.177979
	Iteration 29Q: 3 clusters Score -125291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -125292.617188 Penalty: 2626.177979
	Iteration 30Q: 3 clusters Score -125292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -125293.945312 Penalty: 2626.177979
	Iteration 31Q: 3 clusters Score -125293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -125294.023438 Penalty: 2626.177979
	Iteration 32Q: 3 clusters Score -125294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -125294.023438 Penalty: 2626.177979
	Iteration 33F: 3 clusters Score -125294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Entering Unmasked Estep 
Score: -291407.281250 Penalty: 1420.720093
	Iteration 0F: 2 clusters Score -291407.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -286610.656250 Penalty: 2841.440186
	Iteration 0F: 3 clusters Score -286610.7 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -288083.718750 Penalty: 2841.440186
	Iteration 1F: 3 clusters Score -288083.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -288369.125000 Penalty: 2841.440186
	Iteration 2F: 3 clusters Score -288369.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -288650.406250 Penalty: 2841.440186
	Iteration 3F: 3 clusters Score -288650.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -288932.312500 Penalty: 2841.440186
	Iteration 4F: 3 clusters Score -288932.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -289204.625000 Penalty: 2841.440186
	Iteration 5F: 3 clusters Score -289204.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -289454.531250 Penalty: 2841.440186
	Iteration 6F: 3 clusters Score -289454.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -289656.656250 Penalty: 2841.440186
	Iteration 7F: 3 clusters Score -289656.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -289807.968750 Penalty: 2841.440186
	Iteration 8Q: 3 clusters Score -289808 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -289941.281250 Penalty: 2841.440186
	Iteration 9Q: 3 clusters Score -289941.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -290022.125000 Penalty: 2841.440186
	Iteration 10Q: 3 clusters Score -290022.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -290074.062500 Penalty: 2841.440186
	Iteration 11Q: 3 clusters Score -290074.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -290109.343750 Penalty: 2841.440186
	Iteration 12Q: 3 clusters Score -290109.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -290128.718750 Penalty: 2841.440186
	Iteration 13Q: 3 clusters Score -290128.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -290147.062500 Penalty: 2841.440186
	Iteration 14Q: 3 clusters Score -290147.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -290163.781250 Penalty: 2841.440186
	Iteration 15Q: 3 clusters Score -290163.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -290177.437500 Penalty: 2841.440186
	Iteration 16Q: 3 clusters Score -290177.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -290185.937500 Penalty: 2841.440186
	Iteration 17Q: 3 clusters Score -290185.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -290194.937500 Penalty: 2841.440186
	Iteration 18Q: 3 clusters Score -290194.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -290205.531250 Penalty: 2841.440186
	Iteration 19Q: 3 clusters Score -290205.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -290214.687500 Penalty: 2841.440186
	Iteration 20F: 3 clusters Score -290214.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -290224.312500 Penalty: 2841.440186
	Iteration 21Q: 3 clusters Score -290224.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -290227.906250 Penalty: 2841.440186
	Iteration 22Q: 3 clusters Score -290227.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -290229.281250 Penalty: 2841.440186
	Iteration 23Q: 3 clusters Score -290229.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -290232.468750 Penalty: 2841.440186
	Iteration 24Q: 3 clusters Score -290232.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -290234.968750 Penalty: 2841.440186
	Iteration 25Q: 3 clusters Score -290235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -290236.593750 Penalty: 2841.440186
	Iteration 26Q: 3 clusters Score -290236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -290238.375000 Penalty: 2841.440186
	Iteration 27Q: 3 clusters Score -290238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -290239.531250 Penalty: 2841.440186
	Iteration 28Q: 3 clusters Score -290239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -290239.062500 Penalty: 2841.440186
	Iteration 29Q: 3 clusters Score -290239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -290239.312500 Penalty: 2841.440186
	Iteration 30Q: 3 clusters Score -290239.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -290239.812500 Penalty: 2841.440186
	Iteration 31Q: 3 clusters Score -290239.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -290241.343750 Penalty: 2841.440186
	Iteration 32Q: 3 clusters Score -290241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -290241.218750 Penalty: 2841.440186
	Iteration 33Q: 3 clusters Score -290241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -290242.687500 Penalty: 2841.440186
	Iteration 34Q: 3 clusters Score -290242.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -290245.187500 Penalty: 2841.440186
	Iteration 35Q: 3 clusters Score -290245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -290246.093750 Penalty: 2841.440186
	Iteration 36Q: 3 clusters Score -290246.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -290247.468750 Penalty: 2841.440186
	Iteration 37Q: 3 clusters Score -290247.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -290249.031250 Penalty: 2841.440186
	Iteration 38Q: 3 clusters Score -290249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -290252.093750 Penalty: 2841.440186
	Iteration 39Q: 3 clusters Score -290252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -290253.687500 Penalty: 2841.440186
	Iteration 40F: 3 clusters Score -290253.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -290254.250000 Penalty: 2841.440186
	Iteration 41Q: 3 clusters Score -290254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -290255.968750 Penalty: 2841.440186
	Iteration 42Q: 3 clusters Score -290256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -290257.406250 Penalty: 2841.440186
	Iteration 43Q: 3 clusters Score -290257.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -290259.937500 Penalty: 2841.440186
	Iteration 44Q: 3 clusters Score -290259.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -290262.343750 Penalty: 2841.440186
	Iteration 45Q: 3 clusters Score -290262.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -290264.375000 Penalty: 2841.440186
	Iteration 46Q: 3 clusters Score -290264.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -290265.000000 Penalty: 2841.440186
	Iteration 47Q: 3 clusters Score -290265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -290265.187500 Penalty: 2841.440186
	Iteration 48Q: 3 clusters Score -290265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -290265.187500 Penalty: 2841.440186
	Iteration 49F: 3 clusters Score -290265.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -22523.333984 Penalty: 1026.832397
	Iteration 0F: 2 clusters Score -22523.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21385.708984 Penalty: 2053.664795
	Iteration 0F: 3 clusters Score -21385.71 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21580.609375 Penalty: 2053.664795
	Iteration 1F: 3 clusters Score -21580.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21633.652344 Penalty: 2053.664795
	Iteration 2F: 3 clusters Score -21633.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -21658.574219 Penalty: 2053.664795
	Iteration 3Q: 3 clusters Score -21658.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21667.736328 Penalty: 2053.664795
	Iteration 4Q: 3 clusters Score -21667.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21681.671875 Penalty: 2053.664795
	Iteration 5Q: 3 clusters Score -21681.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21686.921875 Penalty: 2053.664795
	Iteration 6Q: 3 clusters Score -21686.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21688.158203 Penalty: 2053.664795
	Iteration 7Q: 3 clusters Score -21688.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -21689.003906 Penalty: 2053.664795
	Iteration 8Q: 3 clusters Score -21689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21689.843750 Penalty: 2053.664795
	Iteration 9Q: 3 clusters Score -21689.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -21689.843750 Penalty: 2053.664795
	Iteration 10F: 3 clusters Score -21689.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Entering Unmasked Estep 
Score: -251621.484375 Penalty: 1385.757324
	Iteration 0F: 2 clusters Score -251621.5 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 2534 members 
Entering Unmasked Estep 
Score: -247650.093750 Penalty: 2771.514648
	Iteration 0F: 3 clusters Score -247650.1 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -248648.234375 Penalty: 2771.514648
	Iteration 1F: 3 clusters Score -248648.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -248789.343750 Penalty: 2771.514648
	Iteration 2F: 3 clusters Score -248789.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -248877.015625 Penalty: 2771.514648
	Iteration 3Q: 3 clusters Score -248877 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -248940.515625 Penalty: 2771.514648
	Iteration 4Q: 3 clusters Score -248940.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -248994.281250 Penalty: 2771.514648
	Iteration 5Q: 3 clusters Score -248994.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -249037.750000 Penalty: 2771.514648
	Iteration 6Q: 3 clusters Score -249037.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -249078.234375 Penalty: 2771.514648
	Iteration 7Q: 3 clusters Score -249078.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -249118.281250 Penalty: 2771.514648
	Iteration 8Q: 3 clusters Score -249118.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -249154.562500 Penalty: 2771.514648
	Iteration 9Q: 3 clusters Score -249154.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -249198.375000 Penalty: 2771.514648
	Iteration 10Q: 3 clusters Score -249198.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -249254.468750 Penalty: 2771.514648
	Iteration 11Q: 3 clusters Score -249254.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -249319.796875 Penalty: 2771.514648
	Iteration 12Q: 3 clusters Score -249319.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -249401.015625 Penalty: 2771.514648
	Iteration 13Q: 3 clusters Score -249401 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -249491.578125 Penalty: 2771.514648
	Iteration 14Q: 3 clusters Score -249491.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -249567.031250 Penalty: 2771.514648
	Iteration 15Q: 3 clusters Score -249567 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -249643.656250 Penalty: 2771.514648
	Iteration 16Q: 3 clusters Score -249643.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -249721.734375 Penalty: 2771.514648
	Iteration 17Q: 3 clusters Score -249721.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -249795.984375 Penalty: 2771.514648
	Iteration 18Q: 3 clusters Score -249796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -249856.281250 Penalty: 2771.514648
	Iteration 19Q: 3 clusters Score -249856.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -249913.625000 Penalty: 2771.514648
	Iteration 20F: 3 clusters Score -249913.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -249973.625000 Penalty: 2771.514648
	Iteration 21Q: 3 clusters Score -249973.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -250020.968750 Penalty: 2771.514648
	Iteration 22Q: 3 clusters Score -250021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -250064.875000 Penalty: 2771.514648
	Iteration 23Q: 3 clusters Score -250064.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -250128.968750 Penalty: 2771.514648
	Iteration 24Q: 3 clusters Score -250129 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -250205.062500 Penalty: 2771.514648
	Iteration 25Q: 3 clusters Score -250205.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -250302.812500 Penalty: 2771.514648
	Iteration 26Q: 3 clusters Score -250302.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -250411.281250 Penalty: 2771.514648
	Iteration 27Q: 3 clusters Score -250411.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -250533.468750 Penalty: 2771.514648
	Iteration 28Q: 3 clusters Score -250533.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -250618.906250 Penalty: 2771.514648
	Iteration 29Q: 3 clusters Score -250618.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -250681.250000 Penalty: 2771.514648
	Iteration 30Q: 3 clusters Score -250681.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -250745.312500 Penalty: 2771.514648
	Iteration 31Q: 3 clusters Score -250745.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -250786.453125 Penalty: 2771.514648
	Iteration 32Q: 3 clusters Score -250786.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -250814.250000 Penalty: 2771.514648
	Iteration 33Q: 3 clusters Score -250814.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -250841.187500 Penalty: 2771.514648
	Iteration 34Q: 3 clusters Score -250841.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -250859.140625 Penalty: 2771.514648
	Iteration 35Q: 3 clusters Score -250859.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -250875.140625 Penalty: 2771.514648
	Iteration 36Q: 3 clusters Score -250875.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -250888.109375 Penalty: 2771.514648
	Iteration 37Q: 3 clusters Score -250888.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -250898.187500 Penalty: 2771.514648
	Iteration 38Q: 3 clusters Score -250898.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -250906.609375 Penalty: 2771.514648
	Iteration 39Q: 3 clusters Score -250906.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -250912.140625 Penalty: 2771.514648
	Iteration 40F: 3 clusters Score -250912.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -250914.375000 Penalty: 2771.514648
	Iteration 41Q: 3 clusters Score -250914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -250916.296875 Penalty: 2771.514648
	Iteration 42Q: 3 clusters Score -250916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -250917.609375 Penalty: 2771.514648
	Iteration 43Q: 3 clusters Score -250917.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -250919.375000 Penalty: 2771.514648
	Iteration 44Q: 3 clusters Score -250919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -250918.593750 Penalty: 2771.514648
	Iteration 45Q: 3 clusters Score -250918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -250920.093750 Penalty: 2771.514648
	Iteration 46Q: 3 clusters Score -250920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -250919.890625 Penalty: 2771.514648
	Iteration 47Q: 3 clusters Score -250919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -250920.531250 Penalty: 2771.514648
	Iteration 48Q: 3 clusters Score -250920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -250920.515625 Penalty: 2771.514648
	Iteration 49Q: 3 clusters Score -250920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -250922.093750 Penalty: 2771.514648
	Iteration 50Q: 3 clusters Score -250922.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -250922.781250 Penalty: 2771.514648
	Iteration 51Q: 3 clusters Score -250922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -250922.640625 Penalty: 2771.514648
	Iteration 52Q: 3 clusters Score -250922.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -250923.140625 Penalty: 2771.514648
	Iteration 53Q: 3 clusters Score -250923.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -250923.453125 Penalty: 2771.514648
	Iteration 54Q: 3 clusters Score -250923.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -250923.640625 Penalty: 2771.514648
	Iteration 55Q: 3 clusters Score -250923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -250924.015625 Penalty: 2771.514648
	Iteration 56Q: 3 clusters Score -250924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -250924.312500 Penalty: 2771.514648
	Iteration 57Q: 3 clusters Score -250924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -250924.312500 Penalty: 2771.514648
	Iteration 58F: 3 clusters Score -250924.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Entering Unmasked Estep 
Score: -665955.500000 Penalty: 1554.597778
	Iteration 0F: 2 clusters Score -665955.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -656048.250000 Penalty: 3109.195557
	Iteration 0F: 3 clusters Score -656048.2 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -659339.500000 Penalty: 3109.195557
	Iteration 1F: 3 clusters Score -659339.5 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -659622.500000 Penalty: 3109.195557
	Iteration 2F: 3 clusters Score -659622.5 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -659911.812500 Penalty: 3109.195557
	Iteration 3Q: 3 clusters Score -659911.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -660232.187500 Penalty: 3109.195557
	Iteration 4Q: 3 clusters Score -660232.2 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -660642.937500 Penalty: 3109.195557
	Iteration 5F: 3 clusters Score -660642.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -661176.125000 Penalty: 3109.195557
	Iteration 6F: 3 clusters Score -661176.1 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -661874.187500 Penalty: 3109.195557
	Iteration 7F: 3 clusters Score -661874.2 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -662614.187500 Penalty: 3109.195557
	Iteration 8F: 3 clusters Score -662614.2 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -663276.625000 Penalty: 3109.195557
	Iteration 9F: 3 clusters Score -663276.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -663860.062500 Penalty: 3109.195557
	Iteration 10Q: 3 clusters Score -663860.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -664352.437500 Penalty: 3109.195557
	Iteration 11Q: 3 clusters Score -664352.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -664748.625000 Penalty: 3109.195557
	Iteration 12Q: 3 clusters Score -664748.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -664952.062500 Penalty: 3109.195557
	Iteration 13Q: 3 clusters Score -664952.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -665069.750000 Penalty: 3109.195557
	Iteration 14Q: 3 clusters Score -665069.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -665135.687500 Penalty: 3109.195557
	Iteration 15Q: 3 clusters Score -665135.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -665175.437500 Penalty: 3109.195557
	Iteration 16Q: 3 clusters Score -665175.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -665206.750000 Penalty: 3109.195557
	Iteration 17Q: 3 clusters Score -665206.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -665232.312500 Penalty: 3109.195557
	Iteration 18Q: 3 clusters Score -665232.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -665251.625000 Penalty: 3109.195557
	Iteration 19Q: 3 clusters Score -665251.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -665264.875000 Penalty: 3109.195557
	Iteration 20F: 3 clusters Score -665264.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -665278.750000 Penalty: 3109.195557
	Iteration 21Q: 3 clusters Score -665278.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -665287.750000 Penalty: 3109.195557
	Iteration 22Q: 3 clusters Score -665287.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -665300.812500 Penalty: 3109.195557
	Iteration 23Q: 3 clusters Score -665300.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -665311.375000 Penalty: 3109.195557
	Iteration 24Q: 3 clusters Score -665311.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -665319.750000 Penalty: 3109.195557
	Iteration 25Q: 3 clusters Score -665319.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -665325.875000 Penalty: 3109.195557
	Iteration 26Q: 3 clusters Score -665325.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -665330.687500 Penalty: 3109.195557
	Iteration 27Q: 3 clusters Score -665330.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -665336.375000 Penalty: 3109.195557
	Iteration 28Q: 3 clusters Score -665336.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -665343.500000 Penalty: 3109.195557
	Iteration 29Q: 3 clusters Score -665343.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -665347.875000 Penalty: 3109.195557
	Iteration 30Q: 3 clusters Score -665347.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -665352.437500 Penalty: 3109.195557
	Iteration 31Q: 3 clusters Score -665352.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -665355.312500 Penalty: 3109.195557
	Iteration 32Q: 3 clusters Score -665355.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -665358.875000 Penalty: 3109.195557
	Iteration 33Q: 3 clusters Score -665358.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -665361.250000 Penalty: 3109.195557
	Iteration 34Q: 3 clusters Score -665361.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -665361.687500 Penalty: 3109.195557
	Iteration 35Q: 3 clusters Score -665361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -665363.187500 Penalty: 3109.195557
	Iteration 36Q: 3 clusters Score -665363.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -665363.562500 Penalty: 3109.195557
	Iteration 37Q: 3 clusters Score -665363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -665364.500000 Penalty: 3109.195557
	Iteration 38Q: 3 clusters Score -665364.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -665364.500000 Penalty: 3109.195557
	Iteration 39F: 3 clusters Score -665364.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Entering Unmasked Estep 
Score: -2365134.750000 Penalty: 1749.162231
	Iteration 0F: 2 clusters Score -2365135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2333546.750000 Penalty: 3498.324463
	Iteration 0F: 3 clusters Score -2333547 nChanged 22204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -2346004.500000 Penalty: 3498.324463
	Iteration 1F: 3 clusters Score -2346004 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -2346450.000000 Penalty: 3498.324463
	Iteration 2Q: 3 clusters Score -2346450 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -2347017.250000 Penalty: 3498.324463
	Iteration 3Q: 3 clusters Score -2347017 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -2347761.000000 Penalty: 3498.324463
	Iteration 4Q: 3 clusters Score -2347761 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -2348851.750000 Penalty: 3498.324463
	Iteration 5Q: 3 clusters Score -2348852 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -2350472.000000 Penalty: 3498.324463
	Iteration 6F: 3 clusters Score -2350472 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -2352744.750000 Penalty: 3498.324463
	Iteration 7F: 3 clusters Score -2352745 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -2355258.250000 Penalty: 3498.324463
	Iteration 8F: 3 clusters Score -2355258 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -2357741.250000 Penalty: 3498.324463
	Iteration 9F: 3 clusters Score -2357741 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -2359903.250000 Penalty: 3498.324463
	Iteration 10F: 3 clusters Score -2359903 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -2361407.500000 Penalty: 3498.324463
	Iteration 11Q: 3 clusters Score -2361408 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -2362393.250000 Penalty: 3498.324463
	Iteration 12Q: 3 clusters Score -2362393 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -2362976.250000 Penalty: 3498.324463
	Iteration 13Q: 3 clusters Score -2362976 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -2363274.250000 Penalty: 3498.324463
	Iteration 14Q: 3 clusters Score -2363274 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -2363466.250000 Penalty: 3498.324463
	Iteration 15Q: 3 clusters Score -2363466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -2363567.000000 Penalty: 3498.324463
	Iteration 16Q: 3 clusters Score -2363567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -2363628.750000 Penalty: 3498.324463
	Iteration 17Q: 3 clusters Score -2363629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -2363654.500000 Penalty: 3498.324463
	Iteration 18Q: 3 clusters Score -2363654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -2363664.500000 Penalty: 3498.324463
	Iteration 19Q: 3 clusters Score -2363664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -2363671.500000 Penalty: 3498.324463
	Iteration 20F: 3 clusters Score -2363672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -2363672.500000 Penalty: 3498.324463
	Iteration 21Q: 3 clusters Score -2363672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -2363672.250000 Penalty: 3498.324463
	Iteration 22Q: 3 clusters Score -2363672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -2363672.250000 Penalty: 3498.324463
	Iteration 23F: 3 clusters Score -2363672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Entering Unmasked Estep 
Score: -849449.187500 Penalty: 1586.256470
	Iteration 0F: 2 clusters Score -849449.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -837509.125000 Penalty: 3172.512939
	Iteration 0F: 3 clusters Score -837509.1 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -841548.687500 Penalty: 3172.512939
	Iteration 1F: 3 clusters Score -841548.7 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -841843.750000 Penalty: 3172.512939
	Iteration 2Q: 3 clusters Score -841843.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -842118.312500 Penalty: 3172.512939
	Iteration 3Q: 3 clusters Score -842118.3 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -842378.000000 Penalty: 3172.512939
	Iteration 4Q: 3 clusters Score -842378 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -842650.000000 Penalty: 3172.512939
	Iteration 5Q: 3 clusters Score -842650 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -842978.125000 Penalty: 3172.512939
	Iteration 6Q: 3 clusters Score -842978.1 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -843358.875000 Penalty: 3172.512939
	Iteration 7Q: 3 clusters Score -843358.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -843769.937500 Penalty: 3172.512939
	Iteration 8Q: 3 clusters Score -843769.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -844193.437500 Penalty: 3172.512939
	Iteration 9Q: 3 clusters Score -844193.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -844630.312500 Penalty: 3172.512939
	Iteration 10Q: 3 clusters Score -844630.3 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -845080.375000 Penalty: 3172.512939
	Iteration 11Q: 3 clusters Score -845080.4 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -845574.937500 Penalty: 3172.512939
	Iteration 12Q: 3 clusters Score -845574.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -845946.500000 Penalty: 3172.512939
	Iteration 13Q: 3 clusters Score -845946.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -846201.812500 Penalty: 3172.512939
	Iteration 14Q: 3 clusters Score -846201.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -846405.000000 Penalty: 3172.512939
	Iteration 15Q: 3 clusters Score -846405 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -846550.125000 Penalty: 3172.512939
	Iteration 16Q: 3 clusters Score -846550.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -846655.875000 Penalty: 3172.512939
	Iteration 17Q: 3 clusters Score -846655.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -846777.812500 Penalty: 3172.512939
	Iteration 18Q: 3 clusters Score -846777.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -846895.875000 Penalty: 3172.512939
	Iteration 19Q: 3 clusters Score -846895.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -846995.937500 Penalty: 3172.512939
	Iteration 20F: 3 clusters Score -846995.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -847108.125000 Penalty: 3172.512939
	Iteration 21Q: 3 clusters Score -847108.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -847228.000000 Penalty: 3172.512939
	Iteration 22Q: 3 clusters Score -847228 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -847338.250000 Penalty: 3172.512939
	Iteration 23Q: 3 clusters Score -847338.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -847433.187500 Penalty: 3172.512939
	Iteration 24Q: 3 clusters Score -847433.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -847519.750000 Penalty: 3172.512939
	Iteration 25Q: 3 clusters Score -847519.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -847605.750000 Penalty: 3172.512939
	Iteration 26Q: 3 clusters Score -847605.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -847676.000000 Penalty: 3172.512939
	Iteration 27Q: 3 clusters Score -847676 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -847746.500000 Penalty: 3172.512939
	Iteration 28Q: 3 clusters Score -847746.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -847810.250000 Penalty: 3172.512939
	Iteration 29Q: 3 clusters Score -847810.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -847864.000000 Penalty: 3172.512939
	Iteration 30Q: 3 clusters Score -847864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -847906.437500 Penalty: 3172.512939
	Iteration 31Q: 3 clusters Score -847906.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -847950.875000 Penalty: 3172.512939
	Iteration 32Q: 3 clusters Score -847950.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -847979.187500 Penalty: 3172.512939
	Iteration 33Q: 3 clusters Score -847979.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -847998.125000 Penalty: 3172.512939
	Iteration 34Q: 3 clusters Score -847998.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -848015.312500 Penalty: 3172.512939
	Iteration 35Q: 3 clusters Score -848015.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -848029.875000 Penalty: 3172.512939
	Iteration 36Q: 3 clusters Score -848029.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -848038.812500 Penalty: 3172.512939
	Iteration 37Q: 3 clusters Score -848038.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -848047.687500 Penalty: 3172.512939
	Iteration 38Q: 3 clusters Score -848047.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -848055.812500 Penalty: 3172.512939
	Iteration 39Q: 3 clusters Score -848055.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -848062.750000 Penalty: 3172.512939
	Iteration 40F: 3 clusters Score -848062.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -848064.625000 Penalty: 3172.512939
	Iteration 41Q: 3 clusters Score -848064.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -848070.687500 Penalty: 3172.512939
	Iteration 42Q: 3 clusters Score -848070.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -848073.187500 Penalty: 3172.512939
	Iteration 43Q: 3 clusters Score -848073.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -848077.062500 Penalty: 3172.512939
	Iteration 44Q: 3 clusters Score -848077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -848080.125000 Penalty: 3172.512939
	Iteration 45Q: 3 clusters Score -848080.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -848082.375000 Penalty: 3172.512939
	Iteration 46Q: 3 clusters Score -848082.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -848086.250000 Penalty: 3172.512939
	Iteration 47Q: 3 clusters Score -848086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -848085.812500 Penalty: 3172.512939
	Iteration 48Q: 3 clusters Score -848085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -848086.187500 Penalty: 3172.512939
	Iteration 49Q: 3 clusters Score -848086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -848086.312500 Penalty: 3172.512939
	Iteration 50Q: 3 clusters Score -848086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -848086.937500 Penalty: 3172.512939
	Iteration 51Q: 3 clusters Score -848086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -848086.875000 Penalty: 3172.512939
	Iteration 52Q: 3 clusters Score -848086.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -848089.562500 Penalty: 3172.512939
	Iteration 53Q: 3 clusters Score -848089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -848091.062500 Penalty: 3172.512939
	Iteration 54Q: 3 clusters Score -848091.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -848091.375000 Penalty: 3172.512939
	Iteration 55Q: 3 clusters Score -848091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -848091.437500 Penalty: 3172.512939
	Iteration 56Q: 3 clusters Score -848091.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -848091.625000 Penalty: 3172.512939
	Iteration 57Q: 3 clusters Score -848091.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -848091.625000 Penalty: 3172.512939
	Iteration 58F: 3 clusters Score -848091.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Entering Unmasked Estep 
Score: -347627.156250 Penalty: 1432.087036
	Iteration 0F: 2 clusters Score -347627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -342533.093750 Penalty: 2864.174072
	Iteration 0F: 3 clusters Score -342533.1 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -344083.406250 Penalty: 2864.174072
	Iteration 1F: 3 clusters Score -344083.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -344280.062500 Penalty: 2864.174072
	Iteration 2F: 3 clusters Score -344280.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -344421.656250 Penalty: 2864.174072
	Iteration 3F: 3 clusters Score -344421.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -344532.562500 Penalty: 2864.174072
	Iteration 4Q: 3 clusters Score -344532.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -344624.093750 Penalty: 2864.174072
	Iteration 5Q: 3 clusters Score -344624.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -344723.531250 Penalty: 2864.174072
	Iteration 6Q: 3 clusters Score -344723.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -344852.593750 Penalty: 2864.174072
	Iteration 7Q: 3 clusters Score -344852.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -344993.250000 Penalty: 2864.174072
	Iteration 8Q: 3 clusters Score -344993.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -345139.843750 Penalty: 2864.174072
	Iteration 9Q: 3 clusters Score -345139.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -345321.687500 Penalty: 2864.174072
	Iteration 10Q: 3 clusters Score -345321.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -345552.187500 Penalty: 2864.174072
	Iteration 11Q: 3 clusters Score -345552.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -345758.312500 Penalty: 2864.174072
	Iteration 12Q: 3 clusters Score -345758.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -345919.562500 Penalty: 2864.174072
	Iteration 13Q: 3 clusters Score -345919.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -346038.812500 Penalty: 2864.174072
	Iteration 14Q: 3 clusters Score -346038.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -346122.343750 Penalty: 2864.174072
	Iteration 15Q: 3 clusters Score -346122.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -346191.375000 Penalty: 2864.174072
	Iteration 16Q: 3 clusters Score -346191.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -346252.562500 Penalty: 2864.174072
	Iteration 17Q: 3 clusters Score -346252.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -346290.968750 Penalty: 2864.174072
	Iteration 18Q: 3 clusters Score -346291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -346322.781250 Penalty: 2864.174072
	Iteration 19Q: 3 clusters Score -346322.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -346350.125000 Penalty: 2864.174072
	Iteration 20F: 3 clusters Score -346350.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -346364.250000 Penalty: 2864.174072
	Iteration 21Q: 3 clusters Score -346364.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -346374.218750 Penalty: 2864.174072
	Iteration 22Q: 3 clusters Score -346374.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -346380.906250 Penalty: 2864.174072
	Iteration 23Q: 3 clusters Score -346380.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -346389.281250 Penalty: 2864.174072
	Iteration 24Q: 3 clusters Score -346389.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -346395.687500 Penalty: 2864.174072
	Iteration 25Q: 3 clusters Score -346395.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -346401.468750 Penalty: 2864.174072
	Iteration 26Q: 3 clusters Score -346401.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -346408.281250 Penalty: 2864.174072
	Iteration 27Q: 3 clusters Score -346408.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -346417.406250 Penalty: 2864.174072
	Iteration 28Q: 3 clusters Score -346417.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -346426.812500 Penalty: 2864.174072
	Iteration 29Q: 3 clusters Score -346426.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -346437.687500 Penalty: 2864.174072
	Iteration 30Q: 3 clusters Score -346437.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -346442.031250 Penalty: 2864.174072
	Iteration 31Q: 3 clusters Score -346442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -346447.156250 Penalty: 2864.174072
	Iteration 32Q: 3 clusters Score -346447.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -346453.593750 Penalty: 2864.174072
	Iteration 33Q: 3 clusters Score -346453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -346454.656250 Penalty: 2864.174072
	Iteration 34Q: 3 clusters Score -346454.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -346456.093750 Penalty: 2864.174072
	Iteration 35Q: 3 clusters Score -346456.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -346457.093750 Penalty: 2864.174072
	Iteration 36Q: 3 clusters Score -346457.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -346458.468750 Penalty: 2864.174072
	Iteration 37Q: 3 clusters Score -346458.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -346459.531250 Penalty: 2864.174072
	Iteration 38Q: 3 clusters Score -346459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -346460.187500 Penalty: 2864.174072
	Iteration 39Q: 3 clusters Score -346460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -346459.843750 Penalty: 2864.174072
	Iteration 40F: 3 clusters Score -346459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -346460.937500 Penalty: 2864.174072
	Iteration 41Q: 3 clusters Score -346460.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -346462.281250 Penalty: 2864.174072
	Iteration 42Q: 3 clusters Score -346462.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -346464.687500 Penalty: 2864.174072
	Iteration 43Q: 3 clusters Score -346464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -346467.406250 Penalty: 2864.174072
	Iteration 44Q: 3 clusters Score -346467.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -346469.875000 Penalty: 2864.174072
	Iteration 45Q: 3 clusters Score -346469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -346472.156250 Penalty: 2864.174072
	Iteration 46Q: 3 clusters Score -346472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -346474.125000 Penalty: 2864.174072
	Iteration 47Q: 3 clusters Score -346474.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -346475.125000 Penalty: 2864.174072
	Iteration 48Q: 3 clusters Score -346475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -346475.125000 Penalty: 2864.174072
	Iteration 49Q: 3 clusters Score -346475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -346475.281250 Penalty: 2864.174072
	Iteration 50Q: 3 clusters Score -346475.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -346475.281250 Penalty: 2864.174072
	Iteration 51F: 3 clusters Score -346475.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Entering Unmasked Estep 
Score: -2779595.750000 Penalty: 1776.992310
	Iteration 0F: 2 clusters Score -2779596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -2742077.750000 Penalty: 3553.984619
	Iteration 0F: 3 clusters Score -2742078 nChanged 26398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -2757392.750000 Penalty: 3553.984619
	Iteration 1F: 3 clusters Score -2757393 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2758195.750000 Penalty: 3553.984619
	Iteration 2Q: 3 clusters Score -2758196 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2759285 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -2760929 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -2763339.750000 Penalty: 3553.984619
	Iteration 5F: 3 clusters Score -2763340 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2766758 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2770309 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -2772730.250000 Penalty: 3553.984619
	Iteration 8F: 3 clusters Score -2772730 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2773889.750000 Penalty: 3553.984619
	Iteration 9Q: 3 clusters Score -2773890 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2774308.500000 Penalty: 3553.984619
	Iteration 10Q: 3 clusters Score -2774308 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -2774503.000000 Penalty: 3553.984619
	Iteration 11Q: 3 clusters Score -2774503 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -2774607.250000 Penalty: 3553.984619
	Iteration 12Q: 3 clusters Score -2774607 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2774701.750000 Penalty: 3553.984619
	Iteration 13Q: 3 clusters Score -2774702 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2774758.250000 Penalty: 3553.984619
	Iteration 14Q: 3 clusters Score -2774758 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -2774809.000000 Penalty: 3553.984619
	Iteration 15Q: 3 clusters Score -2774809 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -2774856.250000 Penalty: 3553.984619
	Iteration 16Q: 3 clusters Score -2774856 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2774893.750000 Penalty: 3553.984619
	Iteration 17Q: 3 clusters Score -2774894 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -2774933.000000 Penalty: 3553.984619
	Iteration 18Q: 3 clusters Score -2774933 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -2774949.250000 Penalty: 3553.984619
	Iteration 19Q: 3 clusters Score -2774949 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -2774966.000000 Penalty: 3553.984619
	Iteration 20F: 3 clusters Score -2774966 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -2774996.250000 Penalty: 3553.984619
	Iteration 21Q: 3 clusters Score -2774996 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -2775015.250000 Penalty: 3553.984619
	Iteration 22Q: 3 clusters Score -2775015 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -2775017.750000 Penalty: 3553.984619
	Iteration 23Q: 3 clusters Score -2775018 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -2775031.250000 Penalty: 3553.984619
	Iteration 24Q: 3 clusters Score -2775031 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2775031.500000 Penalty: 3553.984619
	Iteration 25Q: 3 clusters Score -2775032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2775043.250000 Penalty: 3553.984619
	Iteration 26Q: 3 clusters Score -2775043 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -2775047.000000 Penalty: 3553.984619
	Iteration 27Q: 3 clusters Score -2775047 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -2775050.500000 Penalty: 3553.984619
	Iteration 28Q: 3 clusters Score -2775050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2775081.500000 Penalty: 3553.984619
	Iteration 29Q: 3 clusters Score -2775082 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -2775086.750000 Penalty: 3553.984619
	Iteration 30Q: 3 clusters Score -2775087 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2775124.000000 Penalty: 3553.984619
	Iteration 31Q: 3 clusters Score -2775124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2775131.750000 Penalty: 3553.984619
	Iteration 32Q: 3 clusters Score -2775132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -2775134.750000 Penalty: 3553.984619
	Iteration 33Q: 3 clusters Score -2775135 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2775139.250000 Penalty: 3553.984619
	Iteration 34Q: 3 clusters Score -2775139 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2775150.750000 Penalty: 3553.984619
	Iteration 35Q: 3 clusters Score -2775151 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2775171.750000 Penalty: 3553.984619
	Iteration 36Q: 3 clusters Score -2775172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -2775162.750000 Penalty: 3553.984619
	Iteration 37Q: 3 clusters Score -2775163 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -2775167.000000 Penalty: 3553.984619
	Iteration 38Q: 3 clusters Score -2775167 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -2775206.500000 Penalty: 3553.984619
	Iteration 39Q: 3 clusters Score -2775206 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2775199.000000 Penalty: 3553.984619
	Iteration 40F: 3 clusters Score -2775199 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2775214.750000 Penalty: 3553.984619
	Iteration 41Q: 3 clusters Score -2775215 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -2775226.500000 Penalty: 3553.984619
	Iteration 42Q: 3 clusters Score -2775226 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2775244.750000 Penalty: 3553.984619
	Iteration 43Q: 3 clusters Score -2775245 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -2775247.500000 Penalty: 3553.984619
	Iteration 44Q: 3 clusters Score -2775248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2775258.500000 Penalty: 3553.984619
	Iteration 45Q: 3 clusters Score -2775258 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2775279.250000 Penalty: 3553.984619
	Iteration 46Q: 3 clusters Score -2775279 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2775309.250000 Penalty: 3553.984619
	Iteration 47Q: 3 clusters Score -2775309 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2775315.750000 Penalty: 3553.984619
	Iteration 48Q: 3 clusters Score -2775316 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2775351.750000 Penalty: 3553.984619
	Iteration 49Q: 3 clusters Score -2775352 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2775374.000000 Penalty: 3553.984619
	Iteration 50Q: 3 clusters Score -2775374 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2775414.000000 Penalty: 3553.984619
	Iteration 51Q: 3 clusters Score -2775414 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2775432.250000 Penalty: 3553.984619
	Iteration 52Q: 3 clusters Score -2775432 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2775473.500000 Penalty: 3553.984619
	Iteration 53Q: 3 clusters Score -2775474 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2775530.750000 Penalty: 3553.984619
	Iteration 54Q: 3 clusters Score -2775531 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2775592.250000 Penalty: 3553.984619
	Iteration 55Q: 3 clusters Score -2775592 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2775632 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2775718.000000 Penalty: 3553.984619
	Iteration 57Q: 3 clusters Score -2775718 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2775783.000000 Penalty: 3553.984619
	Iteration 58Q: 3 clusters Score -2775783 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2775857.750000 Penalty: 3553.984619
	Iteration 59Q: 3 clusters Score -2775858 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2775912.250000 Penalty: 3553.984619
	Iteration 60F: 3 clusters Score -2775912 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2775985.500000 Penalty: 3553.984619
	Iteration 61Q: 3 clusters Score -2775986 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2776086.250000 Penalty: 3553.984619
	Iteration 62Q: 3 clusters Score -2776086 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2776204.000000 Penalty: 3553.984619
	Iteration 63Q: 3 clusters Score -2776204 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2776302.000000 Penalty: 3553.984619
	Iteration 64Q: 3 clusters Score -2776302 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2776401.250000 Penalty: 3553.984619
	Iteration 65Q: 3 clusters Score -2776401 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2776518.000000 Penalty: 3553.984619
	Iteration 66Q: 3 clusters Score -2776518 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2776669.000000 Penalty: 3553.984619
	Iteration 67Q: 3 clusters Score -2776669 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2776798.500000 Penalty: 3553.984619
	Iteration 68Q: 3 clusters Score -2776798 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2776915.000000 Penalty: 3553.984619
	Iteration 69Q: 3 clusters Score -2776915 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2777017.750000 Penalty: 3553.984619
	Iteration 70Q: 3 clusters Score -2777018 nChanged 388
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2777118.750000 Penalty: 3553.984619
	Iteration 71Q: 3 clusters Score -2777119 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2777216.000000 Penalty: 3553.984619
	Iteration 72Q: 3 clusters Score -2777216 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2777262.750000 Penalty: 3553.984619
	Iteration 73Q: 3 clusters Score -2777263 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2777322.750000 Penalty: 3553.984619
	Iteration 74Q: 3 clusters Score -2777323 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2777377.250000 Penalty: 3553.984619
	Iteration 75Q: 3 clusters Score -2777377 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -2777437.500000 Penalty: 3553.984619
	Iteration 76Q: 3 clusters Score -2777438 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2777464.000000 Penalty: 3553.984619
	Iteration 77Q: 3 clusters Score -2777464 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2777501.500000 Penalty: 3553.984619
	Iteration 78Q: 3 clusters Score -2777502 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2777527.250000 Penalty: 3553.984619
	Iteration 79Q: 3 clusters Score -2777527 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2777546.000000 Penalty: 3553.984619
	Iteration 80F: 3 clusters Score -2777546 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2777567.000000 Penalty: 3553.984619
	Iteration 81Q: 3 clusters Score -2777567 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2777608.000000 Penalty: 3553.984619
	Iteration 82Q: 3 clusters Score -2777608 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2777636.500000 Penalty: 3553.984619
	Iteration 83Q: 3 clusters Score -2777636 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2777653.750000 Penalty: 3553.984619
	Iteration 84Q: 3 clusters Score -2777654 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2777675.500000 Penalty: 3553.984619
	Iteration 85Q: 3 clusters Score -2777676 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2777698.750000 Penalty: 3553.984619
	Iteration 86Q: 3 clusters Score -2777699 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2777711.500000 Penalty: 3553.984619
	Iteration 87Q: 3 clusters Score -2777712 nChanged 190
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2777738.500000 Penalty: 3553.984619
	Iteration 88Q: 3 clusters Score -2777738 nChanged 168
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2777748.250000 Penalty: 3553.984619
	Iteration 89Q: 3 clusters Score -2777748 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2777768.500000 Penalty: 3553.984619
	Iteration 90Q: 3 clusters Score -2777768 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2777787.500000 Penalty: 3553.984619
	Iteration 91Q: 3 clusters Score -2777788 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2777812.750000 Penalty: 3553.984619
	Iteration 92Q: 3 clusters Score -2777813 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2777812.500000 Penalty: 3553.984619
	Iteration 93Q: 3 clusters Score -2777812 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2777889 nChanged 138
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Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2777904 nChanged 147
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Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2777926 nChanged 137
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Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2777948 nChanged 140
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Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2778065 nChanged 124
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Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2778078 nChanged 121
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Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2778112 nChanged 100
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Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2778126 nChanged 106
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Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2778138 nChanged 105
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Mstep: Class 1 contains 48780 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2778154 nChanged 83
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Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2778156 nChanged 90
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Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2778168 nChanged 76
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Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2778167 nChanged 64
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Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2778187 nChanged 63
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Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49323 members 
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	Iteration 125Q: 3 clusters Score -2778208 nChanged 61
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Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 6741 members 
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	Iteration 126Q: 3 clusters Score -2778216 nChanged 51
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Mstep: Class 1 contains 49435 members 
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	Iteration 127Q: 3 clusters Score -2778218 nChanged 53
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Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2778221 nChanged 46
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Mstep: Class 1 contains 49532 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2778233 nChanged 33
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	Iteration 130Q: 3 clusters Score -2778230 nChanged 28
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	Iteration 132Q: 3 clusters Score -2778236 nChanged 19
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	Iteration 133Q: 3 clusters Score -2778241 nChanged 21
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Mstep: Class 1 contains 49648 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49675 members 
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	Iteration 135Q: 3 clusters Score -2778246 nChanged 35
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Mstep: Class 1 contains 49708 members 
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	Iteration 136Q: 3 clusters Score -2778247 nChanged 33
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2778245 nChanged 34
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	Iteration 138Q: 3 clusters Score -2778255 nChanged 26
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Mstep: Class 1 contains 49799 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2778260 nChanged 27
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Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 6299 members 
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	Iteration 140F: 3 clusters Score -2778260 nChanged 32
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Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2778258 nChanged 26
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Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 6241 members 
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	Iteration 142Q: 3 clusters Score -2778259 nChanged 20
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Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2778258 nChanged 28
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Mstep: Class 1 contains 49932 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2778259 nChanged 22
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Mstep: Class 1 contains 49954 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2778261 nChanged 27
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Mstep: Class 1 contains 49981 members 
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	Iteration 146Q: 3 clusters Score -2778259 nChanged 25
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Mstep: Class 1 contains 50006 members 
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	Iteration 147Q: 3 clusters Score -2778261 nChanged 27
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Mstep: Class 1 contains 50033 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2778263 nChanged 28
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Mstep: Class 1 contains 50061 members 
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	Iteration 149Q: 3 clusters Score -2778262 nChanged 34
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	Iteration 150Q: 3 clusters Score -2778261 nChanged 28
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Mstep: Class 1 contains 50123 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2778266 nChanged 29
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Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2778263 nChanged 29
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Mstep: Class 1 contains 50181 members 
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	Iteration 153Q: 3 clusters Score -2778270 nChanged 32
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Mstep: Class 1 contains 50213 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2778270 nChanged 34
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2778276 nChanged 38
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Mstep: Class 1 contains 50279 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2778284 nChanged 29
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2778286 nChanged 30
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Mstep: Class 1 contains 50336 members 
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	Iteration 158Q: 3 clusters Score -2778291 nChanged 30
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Mstep: Class 1 contains 50366 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2778296 nChanged 25
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Mstep: Class 1 contains 50391 members 
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	Iteration 160F: 3 clusters Score -2778298 nChanged 22
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Mstep: Class 1 contains 50413 members 
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	Iteration 161Q: 3 clusters Score -2778296 nChanged 27
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Mstep: Class 1 contains 50440 members 
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	Iteration 162Q: 3 clusters Score -2778298 nChanged 22
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Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 5663 members 
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	Iteration 163Q: 3 clusters Score -2778306 nChanged 22
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Mstep: Class 1 contains 50484 members 
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	Iteration 164Q: 3 clusters Score -2778305 nChanged 21
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	Iteration 165Q: 3 clusters Score -2778311 nChanged 20
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Mstep: Class 1 contains 50525 members 
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	Iteration 166Q: 3 clusters Score -2778316 nChanged 17
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Mstep: Class 1 contains 50542 members 
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Score: -2778318.500000 Penalty: 3553.984619
	Iteration 167Q: 3 clusters Score -2778318 nChanged 17
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Mstep: Class 1 contains 50559 members 
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	Iteration 168Q: 3 clusters Score -2778316 nChanged 17
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Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 5549 members 
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	Iteration 169Q: 3 clusters Score -2778316 nChanged 22
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Mstep: Class 2 contains 5527 members 
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Score: -2778324.250000 Penalty: 3553.984619
	Iteration 170Q: 3 clusters Score -2778324 nChanged 17
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Mstep: Class 1 contains 50611 members 
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	Iteration 171Q: 3 clusters Score -2778324 nChanged 17
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Score: -2778322.500000 Penalty: 3553.984619
	Iteration 172Q: 3 clusters Score -2778322 nChanged 18
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	Iteration 173Q: 3 clusters Score -2778322 nChanged 23
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Mstep: Class 1 contains 50661 members 
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	Iteration 174Q: 3 clusters Score -2778326 nChanged 13
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Mstep: Class 1 contains 50672 members 
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	Iteration 175Q: 3 clusters Score -2778322 nChanged 17
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Mstep: Class 1 contains 50689 members 
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	Iteration 176Q: 3 clusters Score -2778319 nChanged 15
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Mstep: Class 1 contains 50704 members 
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	Iteration 177Q: 3 clusters Score -2778318 nChanged 10
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	Iteration 178Q: 3 clusters Score -2778317 nChanged 10
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Mstep: Class 1 contains 50722 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2778317 nChanged 6
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Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -2778323.000000 Penalty: 3553.984619
	Iteration 180F: 3 clusters Score -2778323 nChanged 6
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Mstep: Class 1 contains 50734 members 
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	Iteration 181Q: 3 clusters Score -2778326 nChanged 5
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	Iteration 182Q: 3 clusters Score -2778324 nChanged 4
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	Iteration 183Q: 3 clusters Score -2778322 nChanged 7
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Mstep: Class 1 contains 50750 members 
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	Iteration 184Q: 3 clusters Score -2778327 nChanged 5
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	Iteration 185Q: 3 clusters Score -2778326 nChanged 4
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	Iteration 186Q: 3 clusters Score -2778325 nChanged 4
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Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2778328.000000 Penalty: 3553.984619
	Iteration 187Q: 3 clusters Score -2778328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2778328.750000 Penalty: 3553.984619
	Iteration 188Q: 3 clusters Score -2778329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2778328.000000 Penalty: 3553.984619
	Iteration 189Q: 3 clusters Score -2778328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2778331.250000 Penalty: 3553.984619
	Iteration 190Q: 3 clusters Score -2778331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2778329.500000 Penalty: 3553.984619
	Iteration 191Q: 3 clusters Score -2778330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2778328.500000 Penalty: 3553.984619
	Iteration 192Q: 3 clusters Score -2778328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2778325.000000 Penalty: 3553.984619
	Iteration 193Q: 3 clusters Score -2778325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2778325.000000 Penalty: 3553.984619
	Iteration 194F: 3 clusters Score -2778325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -69928.867188 Penalty: 1182.102905
	Iteration 0F: 2 clusters Score -69928.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -68175.765625 Penalty: 2364.205811
	Iteration 0F: 3 clusters Score -68175.77 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68536.796875 Penalty: 2364.205811
	Iteration 1F: 3 clusters Score -68536.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -68668.960938 Penalty: 2364.205811
	Iteration 2F: 3 clusters Score -68668.96 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -68748.250000 Penalty: 2364.205811
	Iteration 3F: 3 clusters Score -68748.25 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -68794.726562 Penalty: 2364.205811
	Iteration 4Q: 3 clusters Score -68794.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -68820.742188 Penalty: 2364.205811
	Iteration 5Q: 3 clusters Score -68820.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -68833.484375 Penalty: 2364.205811
	Iteration 6Q: 3 clusters Score -68833.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -68842.703125 Penalty: 2364.205811
	Iteration 7Q: 3 clusters Score -68842.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -68855.484375 Penalty: 2364.205811
	Iteration 8Q: 3 clusters Score -68855.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -68869.742188 Penalty: 2364.205811
	Iteration 9Q: 3 clusters Score -68869.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68878.671875 Penalty: 2364.205811
	Iteration 10Q: 3 clusters Score -68878.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -68886.062500 Penalty: 2364.205811
	Iteration 11Q: 3 clusters Score -68886.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68892.453125 Penalty: 2364.205811
	Iteration 12Q: 3 clusters Score -68892.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -68895.617188 Penalty: 2364.205811
	Iteration 13Q: 3 clusters Score -68895.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68898.328125 Penalty: 2364.205811
	Iteration 14Q: 3 clusters Score -68898.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -68900.320312 Penalty: 2364.205811
	Iteration 15Q: 3 clusters Score -68900.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -68904.765625 Penalty: 2364.205811
	Iteration 16Q: 3 clusters Score -68904.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -68910.375000 Penalty: 2364.205811
	Iteration 17Q: 3 clusters Score -68910.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -68913.703125 Penalty: 2364.205811
	Iteration 18Q: 3 clusters Score -68913.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -68916.945312 Penalty: 2364.205811
	Iteration 19Q: 3 clusters Score -68916.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -68921.390625 Penalty: 2364.205811
	Iteration 20F: 3 clusters Score -68921.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -68925.289062 Penalty: 2364.205811
	Iteration 21Q: 3 clusters Score -68925.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -68934.085938 Penalty: 2364.205811
	Iteration 22Q: 3 clusters Score -68934.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -68941.726562 Penalty: 2364.205811
	Iteration 23Q: 3 clusters Score -68941.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -68949.171875 Penalty: 2364.205811
	Iteration 24Q: 3 clusters Score -68949.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -68955.554688 Penalty: 2364.205811
	Iteration 25Q: 3 clusters Score -68955.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -68960.968750 Penalty: 2364.205811
	Iteration 26Q: 3 clusters Score -68960.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -68970.851562 Penalty: 2364.205811
	Iteration 27Q: 3 clusters Score -68970.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -68978.937500 Penalty: 2364.205811
	Iteration 28Q: 3 clusters Score -68978.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -68992.781250 Penalty: 2364.205811
	Iteration 29Q: 3 clusters Score -68992.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -69009.757812 Penalty: 2364.205811
	Iteration 30Q: 3 clusters Score -69009.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -69026.578125 Penalty: 2364.205811
	Iteration 31Q: 3 clusters Score -69026.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -69039.609375 Penalty: 2364.205811
	Iteration 32Q: 3 clusters Score -69039.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -69048.375000 Penalty: 2364.205811
	Iteration 33Q: 3 clusters Score -69048.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -69057.117188 Penalty: 2364.205811
	Iteration 34Q: 3 clusters Score -69057.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -69064.976562 Penalty: 2364.205811
	Iteration 35Q: 3 clusters Score -69064.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -69073.101562 Penalty: 2364.205811
	Iteration 36Q: 3 clusters Score -69073.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -69081.585938 Penalty: 2364.205811
	Iteration 37Q: 3 clusters Score -69081.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -69098.875000 Penalty: 2364.205811
	Iteration 38Q: 3 clusters Score -69098.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -69113.617188 Penalty: 2364.205811
	Iteration 39Q: 3 clusters Score -69113.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -69124.734375 Penalty: 2364.205811
	Iteration 40F: 3 clusters Score -69124.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -69135.242188 Penalty: 2364.205811
	Iteration 41Q: 3 clusters Score -69135.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -69142.257812 Penalty: 2364.205811
	Iteration 42Q: 3 clusters Score -69142.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -69154.156250 Penalty: 2364.205811
	Iteration 43Q: 3 clusters Score -69154.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -69169.000000 Penalty: 2364.205811
	Iteration 44Q: 3 clusters Score -69169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -69203.617188 Penalty: 2364.205811
	Iteration 45Q: 3 clusters Score -69203.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -69256.875000 Penalty: 2364.205811
	Iteration 46Q: 3 clusters Score -69256.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -69325.789062 Penalty: 2364.205811
	Iteration 47Q: 3 clusters Score -69325.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -69419.007812 Penalty: 2364.205811
	Iteration 48Q: 3 clusters Score -69419.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -69484.679688 Penalty: 2364.205811
	Iteration 49Q: 3 clusters Score -69484.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -69518.343750 Penalty: 2364.205811
	Iteration 50Q: 3 clusters Score -69518.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -69531.335938 Penalty: 2364.205811
	Iteration 51Q: 3 clusters Score -69531.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -69541.640625 Penalty: 2364.205811
	Iteration 52Q: 3 clusters Score -69541.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -69547.695312 Penalty: 2364.205811
	Iteration 53Q: 3 clusters Score -69547.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -69557.031250 Penalty: 2364.205811
	Iteration 54Q: 3 clusters Score -69557.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -69564.648438 Penalty: 2364.205811
	Iteration 55Q: 3 clusters Score -69564.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -69575.445312 Penalty: 2364.205811
	Iteration 56Q: 3 clusters Score -69575.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -69581.515625 Penalty: 2364.205811
	Iteration 57Q: 3 clusters Score -69581.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -69587.507812 Penalty: 2364.205811
	Iteration 58Q: 3 clusters Score -69587.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -69593.351562 Penalty: 2364.205811
	Iteration 59Q: 3 clusters Score -69593.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -69596.335938 Penalty: 2364.205811
	Iteration 60F: 3 clusters Score -69596.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -69597.968750 Penalty: 2364.205811
	Iteration 61Q: 3 clusters Score -69597.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -69598.289062 Penalty: 2364.205811
	Iteration 62Q: 3 clusters Score -69598.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -69598.289062 Penalty: 2364.205811
	Iteration 63F: 3 clusters Score -69598.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (363489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363489 members 
Entering Unmasked Estep 
Score: -18172240.000000 Penalty: 2080.569336
	Iteration 0F: 2 clusters Score -1.817224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181442 members 
Mstep: Class 2 contains 182047 members 
Entering Unmasked Estep 
Score: -17925570.000000 Penalty: 4161.138672
	Iteration 0F: 3 clusters Score -1.792557e+07 nChanged 177712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175476 members 
Mstep: Class 2 contains 188013 members 
Entering Unmasked Estep 
Score: -18033452.000000 Penalty: 4161.138672
	Iteration 1F: 3 clusters Score -1.803345e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172269 members 
Mstep: Class 2 contains 191220 members 
Entering Unmasked Estep 
Score: -18035674.000000 Penalty: 4161.138672
	Iteration 2Q: 3 clusters Score -1.803567e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167323 members 
Mstep: Class 2 contains 196166 members 
Entering Unmasked Estep 
Score: -18038808.000000 Penalty: 4161.138672
	Iteration 3Q: 3 clusters Score -1.803881e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159719 members 
Mstep: Class 2 contains 203770 members 
Entering Unmasked Estep 
Score: -18043956.000000 Penalty: 4161.138672
	Iteration 4Q: 3 clusters Score -1.804396e+07 nChanged 15867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 215135 members 
Entering Unmasked Estep 
Score: -18051818.000000 Penalty: 4161.138672
	Iteration 5Q: 3 clusters Score -1.805182e+07 nChanged 19534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131896 members 
Mstep: Class 2 contains 231593 members 
Entering Unmasked Estep 
Score: -18064258.000000 Penalty: 4161.138672
	Iteration 6F: 3 clusters Score -1.806426e+07 nChanged 23288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 253285 members 
Entering Unmasked Estep 
Score: -18081396.000000 Penalty: 4161.138672
	Iteration 7F: 3 clusters Score -1.80814e+07 nChanged 26016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84702 members 
Mstep: Class 2 contains 278787 members 
Entering Unmasked Estep 
Score: -18102240.000000 Penalty: 4161.138672
	Iteration 8F: 3 clusters Score -1.810224e+07 nChanged 26169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 304850 members 
Entering Unmasked Estep 
Score: -18124050.000000 Penalty: 4161.138672
	Iteration 9F: 3 clusters Score -1.812405e+07 nChanged 22853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 327691 members 
Entering Unmasked Estep 
Score: -18143258.000000 Penalty: 4161.138672
	Iteration 10F: 3 clusters Score -1.814326e+07 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 343981 members 
Entering Unmasked Estep 
Score: -18156590.000000 Penalty: 4161.138672
	Iteration 11Q: 3 clusters Score -1.815659e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 353648 members 
Entering Unmasked Estep 
Score: -18163930.000000 Penalty: 4161.138672
	Iteration 12Q: 3 clusters Score -1.816393e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 358507 members 
Entering Unmasked Estep 
Score: -18167506.000000 Penalty: 4161.138672
	Iteration 13Q: 3 clusters Score -1.816751e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 360725 members 
Entering Unmasked Estep 
Score: -18169098.000000 Penalty: 4161.138672
	Iteration 14Q: 3 clusters Score -1.81691e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 361767 members 
Entering Unmasked Estep 
Score: -18169846.000000 Penalty: 4161.138672
	Iteration 15Q: 3 clusters Score -1.816985e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 362177 members 
Entering Unmasked Estep 
Score: -18170236.000000 Penalty: 4161.138672
	Iteration 16Q: 3 clusters Score -1.817024e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 362345 members 
Entering Unmasked Estep 
Score: -18170404.000000 Penalty: 4161.138672
	Iteration 17Q: 3 clusters Score -1.81704e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 362444 members 
Entering Unmasked Estep 
Score: -18170530.000000 Penalty: 4161.138672
	Iteration 18Q: 3 clusters Score -1.817053e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 362502 members 
Entering Unmasked Estep 
Score: -18170556.000000 Penalty: 4161.138672
	Iteration 19Q: 3 clusters Score -1.817056e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 362545 members 
Entering Unmasked Estep 
Score: -18170596.000000 Penalty: 4161.138672
	Iteration 20F: 3 clusters Score -1.81706e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 362566 members 
Entering Unmasked Estep 
Score: -18170598.000000 Penalty: 4161.138672
	Iteration 21Q: 3 clusters Score -1.81706e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 362569 members 
Entering Unmasked Estep 
Score: -18170620.000000 Penalty: 4161.138672
	Iteration 22Q: 3 clusters Score -1.817062e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 362577 members 
Entering Unmasked Estep 
Score: -18170662.000000 Penalty: 4161.138672
	Iteration 23Q: 3 clusters Score -1.817066e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 362583 members 
Entering Unmasked Estep 
Score: -18170656.000000 Penalty: 4161.138672
	Iteration 24Q: 3 clusters Score -1.817066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 362596 members 
Entering Unmasked Estep 
Score: -18170678.000000 Penalty: 4161.138672
	Iteration 25Q: 3 clusters Score -1.817068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 362604 members 
Entering Unmasked Estep 
Score: -18170690.000000 Penalty: 4161.138672
	Iteration 26Q: 3 clusters Score -1.817069e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 362614 members 
Entering Unmasked Estep 
Score: -18170708.000000 Penalty: 4161.138672
	Iteration 27Q: 3 clusters Score -1.817071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 362617 members 
Entering Unmasked Estep 
Score: -18170716.000000 Penalty: 4161.138672
	Iteration 28Q: 3 clusters Score -1.817072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 362613 members 
Entering Unmasked Estep 
Score: -18170724.000000 Penalty: 4161.138672
	Iteration 29Q: 3 clusters Score -1.817072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 362607 members 
Entering Unmasked Estep 
Score: -18170730.000000 Penalty: 4161.138672
	Iteration 30Q: 3 clusters Score -1.817073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 362607 members 
Entering Unmasked Estep 
Score: -18170728.000000 Penalty: 4161.138672
	Iteration 31Q: 3 clusters Score -1.817073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 362608 members 
Entering Unmasked Estep 
Score: -18170748.000000 Penalty: 4161.138672
	Iteration 32Q: 3 clusters Score -1.817075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 362613 members 
Entering Unmasked Estep 
Score: -18170746.000000 Penalty: 4161.138672
	Iteration 33Q: 3 clusters Score -1.817075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 362614 members 
Entering Unmasked Estep 
Score: -18170742.000000 Penalty: 4161.138672
	Iteration 34Q: 3 clusters Score -1.817074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 362611 members 
Entering Unmasked Estep 
Score: -18170740.000000 Penalty: 4161.138672
	Iteration 35Q: 3 clusters Score -1.817074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 362611 members 
Entering Unmasked Estep 
Score: -18170748.000000 Penalty: 4161.138672
	Iteration 36Q: 3 clusters Score -1.817075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 362611 members 
Entering Unmasked Estep 
Score: -18170764.000000 Penalty: 4161.138672
	Iteration 37Q: 3 clusters Score -1.817076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 362609 members 
Entering Unmasked Estep 
Score: -18170770.000000 Penalty: 4161.138672
	Iteration 38Q: 3 clusters Score -1.817077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 362609 members 
Entering Unmasked Estep 
Score: -18170780.000000 Penalty: 4161.138672
	Iteration 39Q: 3 clusters Score -1.817078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 362609 members 
Entering Unmasked Estep 
Score: -18170780.000000 Penalty: 4161.138672
	Iteration 40F: 3 clusters Score -1.817078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Entering Unmasked Estep 
Score: -556282.937500 Penalty: 1519.815063
	Iteration 0F: 2 clusters Score -556282.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -548054.562500 Penalty: 3039.630127
	Iteration 0F: 3 clusters Score -548054.6 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -550901.125000 Penalty: 3039.630127
	Iteration 1F: 3 clusters Score -550901.1 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -551289.312500 Penalty: 3039.630127
	Iteration 2F: 3 clusters Score -551289.3 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -551705.812500 Penalty: 3039.630127
	Iteration 3F: 3 clusters Score -551705.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -552219.625000 Penalty: 3039.630127
	Iteration 4F: 3 clusters Score -552219.6 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -552821.187500 Penalty: 3039.630127
	Iteration 5F: 3 clusters Score -552821.2 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -553529.687500 Penalty: 3039.630127
	Iteration 6F: 3 clusters Score -553529.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -554258.812500 Penalty: 3039.630127
	Iteration 7F: 3 clusters Score -554258.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -554906.500000 Penalty: 3039.630127
	Iteration 8Q: 3 clusters Score -554906.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -555271.500000 Penalty: 3039.630127
	Iteration 9Q: 3 clusters Score -555271.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -555357.062500 Penalty: 3039.630127
	Iteration 10Q: 3 clusters Score -555357.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -555384.062500 Penalty: 3039.630127
	Iteration 11Q: 3 clusters Score -555384.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -555394.687500 Penalty: 3039.630127
	Iteration 12Q: 3 clusters Score -555394.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -555401.437500 Penalty: 3039.630127
	Iteration 13Q: 3 clusters Score -555401.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -555406.750000 Penalty: 3039.630127
	Iteration 14Q: 3 clusters Score -555406.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -555408.562500 Penalty: 3039.630127
	Iteration 15Q: 3 clusters Score -555408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -555410.500000 Penalty: 3039.630127
	Iteration 16Q: 3 clusters Score -555410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -555410.687500 Penalty: 3039.630127
	Iteration 17Q: 3 clusters Score -555410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -555411.437500 Penalty: 3039.630127
	Iteration 18Q: 3 clusters Score -555411.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -555411.375000 Penalty: 3039.630127
	Iteration 19Q: 3 clusters Score -555411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -555411.562500 Penalty: 3039.630127
	Iteration 20F: 3 clusters Score -555411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -555411.875000 Penalty: 3039.630127
	Iteration 21Q: 3 clusters Score -555411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -555411.875000 Penalty: 3039.630127
	Iteration 22F: 3 clusters Score -555411.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Entering Unmasked Estep 
Score: -356615.281250 Penalty: 1452.489990
	Iteration 0F: 2 clusters Score -356615.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -350965.156250 Penalty: 2904.979980
	Iteration 0F: 3 clusters Score -350965.2 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -352669.812500 Penalty: 2904.979980
	Iteration 1F: 3 clusters Score -352669.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -352860.250000 Penalty: 2904.979980
	Iteration 2F: 3 clusters Score -352860.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -352993.500000 Penalty: 2904.979980
	Iteration 3Q: 3 clusters Score -352993.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -353104.437500 Penalty: 2904.979980
	Iteration 4Q: 3 clusters Score -353104.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -353240.593750 Penalty: 2904.979980
	Iteration 5Q: 3 clusters Score -353240.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -353404.781250 Penalty: 2904.979980
	Iteration 6Q: 3 clusters Score -353404.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -353596.656250 Penalty: 2904.979980
	Iteration 7Q: 3 clusters Score -353596.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -353812.531250 Penalty: 2904.979980
	Iteration 8Q: 3 clusters Score -353812.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -354074.093750 Penalty: 2904.979980
	Iteration 9Q: 3 clusters Score -354074.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -354364.062500 Penalty: 2904.979980
	Iteration 10F: 3 clusters Score -354364.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -354613.531250 Penalty: 2904.979980
	Iteration 11Q: 3 clusters Score -354613.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -354821.968750 Penalty: 2904.979980
	Iteration 12Q: 3 clusters Score -354822 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -354970.125000 Penalty: 2904.979980
	Iteration 13Q: 3 clusters Score -354970.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -355088.093750 Penalty: 2904.979980
	Iteration 14Q: 3 clusters Score -355088.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -355168.562500 Penalty: 2904.979980
	Iteration 15Q: 3 clusters Score -355168.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -355238.906250 Penalty: 2904.979980
	Iteration 16Q: 3 clusters Score -355238.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -355288.031250 Penalty: 2904.979980
	Iteration 17Q: 3 clusters Score -355288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -355314.093750 Penalty: 2904.979980
	Iteration 18Q: 3 clusters Score -355314.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -355344.250000 Penalty: 2904.979980
	Iteration 19Q: 3 clusters Score -355344.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -355369.500000 Penalty: 2904.979980
	Iteration 20F: 3 clusters Score -355369.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -355384.937500 Penalty: 2904.979980
	Iteration 21Q: 3 clusters Score -355384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -355389.531250 Penalty: 2904.979980
	Iteration 22Q: 3 clusters Score -355389.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -355395.218750 Penalty: 2904.979980
	Iteration 23Q: 3 clusters Score -355395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -355397.000000 Penalty: 2904.979980
	Iteration 24Q: 3 clusters Score -355397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -355398.375000 Penalty: 2904.979980
	Iteration 25Q: 3 clusters Score -355398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -355398.750000 Penalty: 2904.979980
	Iteration 26Q: 3 clusters Score -355398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -355399.843750 Penalty: 2904.979980
	Iteration 27Q: 3 clusters Score -355399.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -355400.375000 Penalty: 2904.979980
	Iteration 28Q: 3 clusters Score -355400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -355400.843750 Penalty: 2904.979980
	Iteration 29Q: 3 clusters Score -355400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -355401.218750 Penalty: 2904.979980
	Iteration 30Q: 3 clusters Score -355401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -355401.687500 Penalty: 2904.979980
	Iteration 31Q: 3 clusters Score -355401.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -355401.687500 Penalty: 2904.979980
	Iteration 32F: 3 clusters Score -355401.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -111137.351562 Penalty: 1265.247192
	Iteration 0F: 2 clusters Score -111137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -108790.007812 Penalty: 2530.494385
	Iteration 0F: 3 clusters Score -108790 nChanged 871
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: -109323.195312 Penalty: 2530.494385
	Iteration 1F: 3 clusters Score -109323.2 nChanged 184
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: -109431.812500 Penalty: 2530.494385
	Iteration 2F: 3 clusters Score -109431.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -109489.515625 Penalty: 2530.494385
	Iteration 3Q: 3 clusters Score -109489.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -109535.359375 Penalty: 2530.494385
	Iteration 4Q: 3 clusters Score -109535.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -109572.734375 Penalty: 2530.494385
	Iteration 5Q: 3 clusters Score -109572.7 nChanged 51
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: -109604.046875 Penalty: 2530.494385
	Iteration 6Q: 3 clusters Score -109604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -109637.617188 Penalty: 2530.494385
	Iteration 7Q: 3 clusters Score -109637.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -109667.796875 Penalty: 2530.494385
	Iteration 8Q: 3 clusters Score -109667.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -109690.156250 Penalty: 2530.494385
	Iteration 9Q: 3 clusters Score -109690.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -109708.210938 Penalty: 2530.494385
	Iteration 10Q: 3 clusters Score -109708.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -109720.734375 Penalty: 2530.494385
	Iteration 11Q: 3 clusters Score -109720.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -109734.195312 Penalty: 2530.494385
	Iteration 12Q: 3 clusters Score -109734.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -109741.492188 Penalty: 2530.494385
	Iteration 13Q: 3 clusters Score -109741.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -109747.070312 Penalty: 2530.494385
	Iteration 14Q: 3 clusters Score -109747.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -109753.796875 Penalty: 2530.494385
	Iteration 15Q: 3 clusters Score -109753.8 nChanged 22
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: -109764.054688 Penalty: 2530.494385
	Iteration 16Q: 3 clusters Score -109764.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -109769.914062 Penalty: 2530.494385
	Iteration 17Q: 3 clusters Score -109769.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -109775.773438 Penalty: 2530.494385
	Iteration 18Q: 3 clusters Score -109775.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -109784.453125 Penalty: 2530.494385
	Iteration 19Q: 3 clusters Score -109784.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -109792.312500 Penalty: 2530.494385
	Iteration 20F: 3 clusters Score -109792.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -109801.578125 Penalty: 2530.494385
	Iteration 21Q: 3 clusters Score -109801.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -109809.601562 Penalty: 2530.494385
	Iteration 22Q: 3 clusters Score -109809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -109814.632812 Penalty: 2530.494385
	Iteration 23Q: 3 clusters Score -109814.6 nChanged 11
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: -109820.117188 Penalty: 2530.494385
	Iteration 24Q: 3 clusters Score -109820.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -109825.984375 Penalty: 2530.494385
	Iteration 25Q: 3 clusters Score -109826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -109830.976562 Penalty: 2530.494385
	Iteration 26Q: 3 clusters Score -109831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -109833.601562 Penalty: 2530.494385
	Iteration 27Q: 3 clusters Score -109833.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109836.531250 Penalty: 2530.494385
	Iteration 28Q: 3 clusters Score -109836.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109839.835938 Penalty: 2530.494385
	Iteration 29Q: 3 clusters Score -109839.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -109843.507812 Penalty: 2530.494385
	Iteration 30Q: 3 clusters Score -109843.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109849.726562 Penalty: 2530.494385
	Iteration 31Q: 3 clusters Score -109849.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109853.515625 Penalty: 2530.494385
	Iteration 32Q: 3 clusters Score -109853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109856.968750 Penalty: 2530.494385
	Iteration 33Q: 3 clusters Score -109857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -109860.921875 Penalty: 2530.494385
	Iteration 34Q: 3 clusters Score -109860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -109864.523438 Penalty: 2530.494385
	Iteration 35Q: 3 clusters Score -109864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -109866.546875 Penalty: 2530.494385
	Iteration 36Q: 3 clusters Score -109866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109868.062500 Penalty: 2530.494385
	Iteration 37Q: 3 clusters Score -109868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109869.359375 Penalty: 2530.494385
	Iteration 38Q: 3 clusters Score -109869.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109870.625000 Penalty: 2530.494385
	Iteration 39Q: 3 clusters Score -109870.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109872.242188 Penalty: 2530.494385
	Iteration 40F: 3 clusters Score -109872.2 nChanged 4
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: -109873.828125 Penalty: 2530.494385
	Iteration 41Q: 3 clusters Score -109873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -109874.484375 Penalty: 2530.494385
	Iteration 42Q: 3 clusters Score -109874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109875.179688 Penalty: 2530.494385
	Iteration 43Q: 3 clusters Score -109875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109875.835938 Penalty: 2530.494385
	Iteration 44Q: 3 clusters Score -109875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109875.992188 Penalty: 2530.494385
	Iteration 45Q: 3 clusters Score -109876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109875.992188 Penalty: 2530.494385
	Iteration 46F: 3 clusters Score -109876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Entering Unmasked Estep 
Score: -362420.531250 Penalty: 1440.406616
	Iteration 0F: 2 clusters Score -362420.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -357057.906250 Penalty: 2880.813232
	Iteration 0F: 3 clusters Score -357057.9 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -358731.812500 Penalty: 2880.813232
	Iteration 1F: 3 clusters Score -358731.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -358974.812500 Penalty: 2880.813232
	Iteration 2F: 3 clusters Score -358974.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -359182.781250 Penalty: 2880.813232
	Iteration 3F: 3 clusters Score -359182.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -359377.531250 Penalty: 2880.813232
	Iteration 4Q: 3 clusters Score -359377.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -359590.125000 Penalty: 2880.813232
	Iteration 5Q: 3 clusters Score -359590.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -359823.812500 Penalty: 2880.813232
	Iteration 6Q: 3 clusters Score -359823.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -360066.937500 Penalty: 2880.813232
	Iteration 7Q: 3 clusters Score -360066.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -360329.312500 Penalty: 2880.813232
	Iteration 8Q: 3 clusters Score -360329.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -360555.875000 Penalty: 2880.813232
	Iteration 9Q: 3 clusters Score -360555.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -360734.437500 Penalty: 2880.813232
	Iteration 10Q: 3 clusters Score -360734.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -360882.375000 Penalty: 2880.813232
	Iteration 11Q: 3 clusters Score -360882.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -360985.281250 Penalty: 2880.813232
	Iteration 12Q: 3 clusters Score -360985.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -361053.468750 Penalty: 2880.813232
	Iteration 13Q: 3 clusters Score -361053.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -361086.156250 Penalty: 2880.813232
	Iteration 14Q: 3 clusters Score -361086.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -361108.718750 Penalty: 2880.813232
	Iteration 15Q: 3 clusters Score -361108.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -361127.406250 Penalty: 2880.813232
	Iteration 16Q: 3 clusters Score -361127.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -361143.812500 Penalty: 2880.813232
	Iteration 17Q: 3 clusters Score -361143.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -361156.500000 Penalty: 2880.813232
	Iteration 18Q: 3 clusters Score -361156.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -361167.875000 Penalty: 2880.813232
	Iteration 19Q: 3 clusters Score -361167.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -361179.812500 Penalty: 2880.813232
	Iteration 20F: 3 clusters Score -361179.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -361187.937500 Penalty: 2880.813232
	Iteration 21Q: 3 clusters Score -361187.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -361198.500000 Penalty: 2880.813232
	Iteration 22Q: 3 clusters Score -361198.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -361208.187500 Penalty: 2880.813232
	Iteration 23Q: 3 clusters Score -361208.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -361214.687500 Penalty: 2880.813232
	Iteration 24Q: 3 clusters Score -361214.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -361220.531250 Penalty: 2880.813232
	Iteration 25Q: 3 clusters Score -361220.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -361227.593750 Penalty: 2880.813232
	Iteration 26Q: 3 clusters Score -361227.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -361231.968750 Penalty: 2880.813232
	Iteration 27Q: 3 clusters Score -361232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -361235.500000 Penalty: 2880.813232
	Iteration 28Q: 3 clusters Score -361235.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -361238.843750 Penalty: 2880.813232
	Iteration 29Q: 3 clusters Score -361238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -361242.593750 Penalty: 2880.813232
	Iteration 30Q: 3 clusters Score -361242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -361244.000000 Penalty: 2880.813232
	Iteration 31Q: 3 clusters Score -361244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -361245.750000 Penalty: 2880.813232
	Iteration 32Q: 3 clusters Score -361245.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -361248.125000 Penalty: 2880.813232
	Iteration 33Q: 3 clusters Score -361248.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -361250.000000 Penalty: 2880.813232
	Iteration 34Q: 3 clusters Score -361250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -361250.718750 Penalty: 2880.813232
	Iteration 35Q: 3 clusters Score -361250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -361252.906250 Penalty: 2880.813232
	Iteration 36Q: 3 clusters Score -361252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -361253.593750 Penalty: 2880.813232
	Iteration 37Q: 3 clusters Score -361253.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -361255.218750 Penalty: 2880.813232
	Iteration 38Q: 3 clusters Score -361255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -361255.406250 Penalty: 2880.813232
	Iteration 39Q: 3 clusters Score -361255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -361256.218750 Penalty: 2880.813232
	Iteration 40F: 3 clusters Score -361256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -361256.437500 Penalty: 2880.813232
	Iteration 41Q: 3 clusters Score -361256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -361256.437500 Penalty: 2880.813232
	Iteration 42F: 3 clusters Score -361256.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Entering Unmasked Estep 
Score: -1623824.000000 Penalty: 1684.857300
	Iteration 0F: 2 clusters Score -1623824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1602532.875000 Penalty: 3369.714600
	Iteration 0F: 3 clusters Score -1602533 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -1610518.125000 Penalty: 3369.714600
	Iteration 1F: 3 clusters Score -1610518 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1610831.875000 Penalty: 3369.714600
	Iteration 2Q: 3 clusters Score -1610832 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -1611151.000000 Penalty: 3369.714600
	Iteration 3Q: 3 clusters Score -1611151 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1611461.750000 Penalty: 3369.714600
	Iteration 4Q: 3 clusters Score -1611462 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1611815.875000 Penalty: 3369.714600
	Iteration 5Q: 3 clusters Score -1611816 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1612273.375000 Penalty: 3369.714600
	Iteration 6Q: 3 clusters Score -1612273 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -1612868.750000 Penalty: 3369.714600
	Iteration 7Q: 3 clusters Score -1612869 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1613662.000000 Penalty: 3369.714600
	Iteration 8Q: 3 clusters Score -1613662 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -1614608.000000 Penalty: 3369.714600
	Iteration 9Q: 3 clusters Score -1614608 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -1615657.125000 Penalty: 3369.714600
	Iteration 10F: 3 clusters Score -1615657 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -1616751.750000 Penalty: 3369.714600
	Iteration 11F: 3 clusters Score -1616752 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -1617735.500000 Penalty: 3369.714600
	Iteration 12Q: 3 clusters Score -1617736 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -1618623.250000 Penalty: 3369.714600
	Iteration 13Q: 3 clusters Score -1618623 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -1619421.250000 Penalty: 3369.714600
	Iteration 14Q: 3 clusters Score -1619421 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -1620138.125000 Penalty: 3369.714600
	Iteration 15Q: 3 clusters Score -1620138 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -1620869.000000 Penalty: 3369.714600
	Iteration 16Q: 3 clusters Score -1620869 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -1621443.625000 Penalty: 3369.714600
	Iteration 17Q: 3 clusters Score -1621444 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -1621799.875000 Penalty: 3369.714600
	Iteration 18Q: 3 clusters Score -1621800 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -1622032.375000 Penalty: 3369.714600
	Iteration 19Q: 3 clusters Score -1622032 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -1622177.250000 Penalty: 3369.714600
	Iteration 20F: 3 clusters Score -1622177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -1622248.750000 Penalty: 3369.714600
	Iteration 21Q: 3 clusters Score -1622249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -1622287.125000 Penalty: 3369.714600
	Iteration 22Q: 3 clusters Score -1622287 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -1622317.500000 Penalty: 3369.714600
	Iteration 23Q: 3 clusters Score -1622318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -1622348.500000 Penalty: 3369.714600
	Iteration 24Q: 3 clusters Score -1622348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -1622375.125000 Penalty: 3369.714600
	Iteration 25Q: 3 clusters Score -1622375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -1622395.500000 Penalty: 3369.714600
	Iteration 26Q: 3 clusters Score -1622396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -1622414.500000 Penalty: 3369.714600
	Iteration 27Q: 3 clusters Score -1622414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -1622426.125000 Penalty: 3369.714600
	Iteration 28Q: 3 clusters Score -1622426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -1622434.250000 Penalty: 3369.714600
	Iteration 29Q: 3 clusters Score -1622434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -1622444.375000 Penalty: 3369.714600
	Iteration 30Q: 3 clusters Score -1622444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -1622454.875000 Penalty: 3369.714600
	Iteration 31Q: 3 clusters Score -1622455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -1622458.750000 Penalty: 3369.714600
	Iteration 32Q: 3 clusters Score -1622459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -1622462.250000 Penalty: 3369.714600
	Iteration 33Q: 3 clusters Score -1622462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -1622463.250000 Penalty: 3369.714600
	Iteration 34Q: 3 clusters Score -1622463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -1622466.375000 Penalty: 3369.714600
	Iteration 35Q: 3 clusters Score -1622466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -1622466.375000 Penalty: 3369.714600
	Iteration 36F: 3 clusters Score -1622466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47291 members 
Mstep: Class 11 contains 17354 members 
Mstep: Class 12 contains 6720 members 
Mstep: Class 13 contains 56125 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363489 members 
Mstep: Class 16 contains 11530 members 
Mstep: Class 17 contains 7619 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7073 members 
Mstep: Class 20 contains 31836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198904.000000 Penalty: 38844.960938
Iteration 239Q: 19 clusters Score -2.81989e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5033 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47323 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 56124 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363480 members 
Mstep: Class 16 contains 11530 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 31833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198894.000000 Penalty: 38844.960938
Iteration 240F: 19 clusters Score -2.819889e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 5007 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47366 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 56113 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363477 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7621 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7078 members 
Mstep: Class 20 contains 31831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198872.000000 Penalty: 38844.960938
Iteration 241Q: 19 clusters Score -2.819887e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4985 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47401 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 56108 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363478 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7622 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 31829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198926.000000 Penalty: 38844.960938
Iteration 242Q: 19 clusters Score -2.819893e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4971 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47426 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 56108 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363478 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 31824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198902.000000 Penalty: 38844.960938
Iteration 243Q: 19 clusters Score -2.81989e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4956 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47451 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 56112 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363473 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198928.000000 Penalty: 38844.960938
Iteration 244Q: 19 clusters Score -2.819893e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4942 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47479 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 6678 members 
Mstep: Class 13 contains 56113 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363470 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198928.000000 Penalty: 38844.960938
Iteration 245Q: 19 clusters Score -2.819893e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4929 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47503 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 6657 members 
Mstep: Class 13 contains 56121 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363470 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198936.000000 Penalty: 38844.960938
Iteration 246Q: 19 clusters Score -2.819894e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6274 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4917 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47523 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 56129 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363470 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198950.000000 Penalty: 38844.960938
Iteration 247Q: 19 clusters Score -2.819895e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6273 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4909 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47542 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 56139 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363466 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198940.000000 Penalty: 38844.960938
Iteration 248Q: 19 clusters Score -2.819894e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4901 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47564 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 6607 members 
Mstep: Class 13 contains 56151 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363457 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198952.000000 Penalty: 38844.960938
Iteration 249Q: 19 clusters Score -2.819895e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4897 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47589 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 6592 members 
Mstep: Class 13 contains 56158 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363445 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198948.000000 Penalty: 38844.960938
Iteration 250Q: 19 clusters Score -2.819895e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47616 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 6580 members 
Mstep: Class 13 contains 56164 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363437 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198934.000000 Penalty: 38844.960938
Iteration 251Q: 19 clusters Score -2.819893e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6268 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4884 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47638 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 6572 members 
Mstep: Class 13 contains 56162 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363433 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198920.000000 Penalty: 38844.960938
Iteration 252Q: 19 clusters Score -2.819892e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4879 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47663 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 6561 members 
Mstep: Class 13 contains 56162 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363425 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198928.000000 Penalty: 38844.960938
Iteration 253Q: 19 clusters Score -2.819893e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4866 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47684 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 6552 members 
Mstep: Class 13 contains 56166 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363421 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198954.000000 Penalty: 38844.960938
Iteration 254Q: 19 clusters Score -2.819895e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4853 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47706 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 6536 members 
Mstep: Class 13 contains 56174 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363418 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198966.000000 Penalty: 38844.960938
Iteration 255Q: 19 clusters Score -2.819897e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4838 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47728 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 6520 members 
Mstep: Class 13 contains 56180 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363420 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7623 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198976.000000 Penalty: 38844.960938
Iteration 256Q: 19 clusters Score -2.819898e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47753 members 
Mstep: Class 11 contains 17351 members 
Mstep: Class 12 contains 6512 members 
Mstep: Class 13 contains 56186 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363412 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7075 members 
Mstep: Class 20 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198952.000000 Penalty: 38844.960938
Iteration 257Q: 19 clusters Score -2.819895e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6273 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47777 members 
Mstep: Class 11 contains 17350 members 
Mstep: Class 12 contains 6501 members 
Mstep: Class 13 contains 56202 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363399 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198938.000000 Penalty: 38844.960938
Iteration 258Q: 19 clusters Score -2.819894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6275 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4799 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47790 members 
Mstep: Class 11 contains 17349 members 
Mstep: Class 12 contains 6494 members 
Mstep: Class 13 contains 56204 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363397 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198934.000000 Penalty: 38844.960938
Iteration 259Q: 19 clusters Score -2.819893e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6275 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4790 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47801 members 
Mstep: Class 11 contains 17350 members 
Mstep: Class 12 contains 6488 members 
Mstep: Class 13 contains 56206 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363399 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 31819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198906.000000 Penalty: 38844.960938
Iteration 260F: 19 clusters Score -2.819891e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6274 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4780 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47821 members 
Mstep: Class 11 contains 17349 members 
Mstep: Class 12 contains 6484 members 
Mstep: Class 13 contains 56211 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363392 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 31818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198900.000000 Penalty: 38844.960938
Iteration 261Q: 19 clusters Score -2.81989e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6274 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4766 members 
Mstep: Class 9 contains 14282 members 
Mstep: Class 10 contains 47838 members 
Mstep: Class 11 contains 17348 members 
Mstep: Class 12 contains 6479 members 
Mstep: Class 13 contains 56221 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363385 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 31818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198900.000000 Penalty: 38844.960938
Iteration 262Q: 19 clusters Score -2.81989e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6275 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4759 members 
Mstep: Class 9 contains 14281 members 
Mstep: Class 10 contains 47850 members 
Mstep: Class 11 contains 17346 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 56220 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363381 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7626 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198918.000000 Penalty: 38844.960938
Iteration 263Q: 19 clusters Score -2.819892e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4753 members 
Mstep: Class 9 contains 14281 members 
Mstep: Class 10 contains 47865 members 
Mstep: Class 11 contains 17340 members 
Mstep: Class 12 contains 6469 members 
Mstep: Class 13 contains 56223 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363377 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7628 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198892.000000 Penalty: 38844.960938
Iteration 264Q: 19 clusters Score -2.819889e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4740 members 
Mstep: Class 9 contains 14280 members 
Mstep: Class 10 contains 47874 members 
Mstep: Class 11 contains 17339 members 
Mstep: Class 12 contains 6460 members 
Mstep: Class 13 contains 56232 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363381 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7630 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198920.000000 Penalty: 38844.960938
Iteration 265Q: 19 clusters Score -2.819892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4726 members 
Mstep: Class 9 contains 14280 members 
Mstep: Class 10 contains 47888 members 
Mstep: Class 11 contains 17337 members 
Mstep: Class 12 contains 6449 members 
Mstep: Class 13 contains 56239 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363387 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7630 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198922.000000 Penalty: 38844.960938
Iteration 266Q: 19 clusters Score -2.819892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4722 members 
Mstep: Class 9 contains 14280 members 
Mstep: Class 10 contains 47900 members 
Mstep: Class 11 contains 17334 members 
Mstep: Class 12 contains 6440 members 
Mstep: Class 13 contains 56239 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363390 members 
Mstep: Class 16 contains 11528 members 
Mstep: Class 17 contains 7631 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 31822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198950.000000 Penalty: 38844.960938
Iteration 267Q: 19 clusters Score -2.819895e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4716 members 
Mstep: Class 9 contains 14280 members 
Mstep: Class 10 contains 47914 members 
Mstep: Class 11 contains 17331 members 
Mstep: Class 12 contains 6433 members 
Mstep: Class 13 contains 56234 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363392 members 
Mstep: Class 16 contains 11529 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 31823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198898.000000 Penalty: 38844.960938
Iteration 268Q: 19 clusters Score -2.81989e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 9 contains 14280 members 
Mstep: Class 10 contains 47930 members 
Mstep: Class 11 contains 17327 members 
Mstep: Class 12 contains 6425 members 
Mstep: Class 13 contains 56230 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 363398 members 
Mstep: Class 16 contains 11527 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 31822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198916.000000 Penalty: 38844.960938
Iteration 269Q: 19 clusters Score -2.819892e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4695 members 
Mstep: Class 9 contains 14279 members 
Mstep: Class 10 contains 47960 members 
Mstep: Class 11 contains 17324 members 
Mstep: Class 12 contains 6422 members 
Mstep: Class 13 contains 56215 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363400 members 
Mstep: Class 16 contains 11526 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 31826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198962.000000 Penalty: 38844.960938
Iteration 270Q: 19 clusters Score -2.819896e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4673 members 
Mstep: Class 9 contains 14278 members 
Mstep: Class 10 contains 47989 members 
Mstep: Class 11 contains 17322 members 
Mstep: Class 12 contains 6419 members 
Mstep: Class 13 contains 56213 members 
Mstep: Class 14 contains 1442 members 
Mstep: Class 15 contains 363397 members 
Mstep: Class 16 contains 11525 members 
Mstep: Class 17 contains 7633 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7082 members 
Mstep: Class 20 contains 31829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198952.000000 Penalty: 38844.960938
Iteration 271Q: 19 clusters Score -2.819895e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4658 members 
Mstep: Class 9 contains 14278 members 
Mstep: Class 10 contains 48013 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 56209 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363399 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7076 members 
Mstep: Class 20 contains 31828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198962.000000 Penalty: 38844.960938
Iteration 272Q: 19 clusters Score -2.819896e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4647 members 
Mstep: Class 9 contains 14278 members 
Mstep: Class 10 contains 48040 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6416 members 
Mstep: Class 13 contains 56203 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363399 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7071 members 
Mstep: Class 20 contains 31826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198948.000000 Penalty: 38844.960938
Iteration 273Q: 19 clusters Score -2.819895e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48060 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 56203 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363398 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7068 members 
Mstep: Class 20 contains 31826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198920.000000 Penalty: 38844.960938
Iteration 274Q: 19 clusters Score -2.819892e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48077 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 56203 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363398 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7065 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198930.000000 Penalty: 38844.960938
Iteration 275Q: 19 clusters Score -2.819893e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4620 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48090 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6403 members 
Mstep: Class 13 contains 56208 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363394 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7064 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198936.000000 Penalty: 38844.960938
Iteration 276Q: 19 clusters Score -2.819894e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4617 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48095 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6399 members 
Mstep: Class 13 contains 56208 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363398 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7062 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198938.000000 Penalty: 38844.960938
Iteration 277Q: 19 clusters Score -2.819894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48104 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6392 members 
Mstep: Class 13 contains 56214 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363396 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7062 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198936.000000 Penalty: 38844.960938
Iteration 278Q: 19 clusters Score -2.819894e+07 nChanged 24
Entering ConstructFrom: 
Score: -28198936.000000 Penalty: 38844.960938
Entering ConstructFrom: 
Trying to split cluster 1 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -64891.789062 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -64891.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -63124.941406 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -63124.94 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -63477.296875 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -63477.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -63576.695312 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -63576.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -63644.363281 Penalty: 2381.101318
	Iteration 3Q: 3 clusters Score -63644.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -63700.843750 Penalty: 2381.101318
	Iteration 4Q: 3 clusters Score -63700.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -63751.796875 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -63751.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -63805.671875 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -63805.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -63854.632812 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -63854.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -63900.507812 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -63900.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -63938.890625 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -63938.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -63976.691406 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -63976.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -64006.191406 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -64006.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -64027.714844 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -64027.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -64050.199219 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -64050.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -64067.042969 Penalty: 2381.101318
	Iteration 14Q: 3 clusters Score -64067.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -64076.660156 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -64076.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -64086.140625 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -64086.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -64091.652344 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -64091.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -64096.535156 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -64096.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -64099.265625 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -64099.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -64100.421875 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -64100.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -64102.019531 Penalty: 2381.101318
	Iteration 21Q: 3 clusters Score -64102.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -64103.093750 Penalty: 2381.101318
	Iteration 22Q: 3 clusters Score -64103.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -64104.441406 Penalty: 2381.101318
	Iteration 23Q: 3 clusters Score -64104.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -64107.234375 Penalty: 2381.101318
	Iteration 24Q: 3 clusters Score -64107.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -64110.242188 Penalty: 2381.101318
	Iteration 25Q: 3 clusters Score -64110.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -64110.988281 Penalty: 2381.101318
	Iteration 26Q: 3 clusters Score -64110.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -64112.433594 Penalty: 2381.101318
	Iteration 27Q: 3 clusters Score -64112.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -64116.359375 Penalty: 2381.101318
	Iteration 28Q: 3 clusters Score -64116.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -64118.207031 Penalty: 2381.101318
	Iteration 29Q: 3 clusters Score -64118.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -64120.390625 Penalty: 2381.101318
	Iteration 30Q: 3 clusters Score -64120.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -64121.234375 Penalty: 2381.101318
	Iteration 31Q: 3 clusters Score -64121.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -64122.789062 Penalty: 2381.101318
	Iteration 32Q: 3 clusters Score -64122.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -64123.070312 Penalty: 2381.101318
	Iteration 33Q: 3 clusters Score -64123.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -64123.234375 Penalty: 2381.101318
	Iteration 34Q: 3 clusters Score -64123.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -64123.234375 Penalty: 2381.101318
	Iteration 35F: 3 clusters Score -64123.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -80266.257812 Penalty: 1215.202637
	Iteration 0F: 2 clusters Score -80266.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -78361.179688 Penalty: 2430.405273
	Iteration 0F: 3 clusters Score -78361.18 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -78761.601562 Penalty: 2430.405273
	Iteration 1F: 3 clusters Score -78761.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -78845.351562 Penalty: 2430.405273
	Iteration 2F: 3 clusters Score -78845.35 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -78898.578125 Penalty: 2430.405273
	Iteration 3F: 3 clusters Score -78898.58 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -78919.765625 Penalty: 2430.405273
	Iteration 4Q: 3 clusters Score -78919.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -78943.171875 Penalty: 2430.405273
	Iteration 5Q: 3 clusters Score -78943.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -78966.109375 Penalty: 2430.405273
	Iteration 6Q: 3 clusters Score -78966.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -78985.375000 Penalty: 2430.405273
	Iteration 7Q: 3 clusters Score -78985.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -78996.960938 Penalty: 2430.405273
	Iteration 8Q: 3 clusters Score -78996.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -79002.023438 Penalty: 2430.405273
	Iteration 9Q: 3 clusters Score -79002.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -79006.984375 Penalty: 2430.405273
	Iteration 10Q: 3 clusters Score -79006.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -79014.023438 Penalty: 2430.405273
	Iteration 11Q: 3 clusters Score -79014.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -79018.109375 Penalty: 2430.405273
	Iteration 12Q: 3 clusters Score -79018.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -79020.515625 Penalty: 2430.405273
	Iteration 13Q: 3 clusters Score -79020.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -79021.664062 Penalty: 2430.405273
	Iteration 14Q: 3 clusters Score -79021.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -79023.046875 Penalty: 2430.405273
	Iteration 15Q: 3 clusters Score -79023.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -79024.789062 Penalty: 2430.405273
	Iteration 16Q: 3 clusters Score -79024.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -79025.531250 Penalty: 2430.405273
	Iteration 17Q: 3 clusters Score -79025.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -79026.085938 Penalty: 2430.405273
	Iteration 18Q: 3 clusters Score -79026.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -79026.523438 Penalty: 2430.405273
	Iteration 19Q: 3 clusters Score -79026.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -79026.523438 Penalty: 2430.405273
	Iteration 20F: 3 clusters Score -79026.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Entering Unmasked Estep 
Score: -125615.984375 Penalty: 1313.038574
	Iteration 0F: 2 clusters Score -125616 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 1664 members 
Entering Unmasked Estep 
Score: -122748.289062 Penalty: 2626.077148
	Iteration 0F: 3 clusters Score -122748.3 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -123486.601562 Penalty: 2626.077148
	Iteration 1F: 3 clusters Score -123486.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -123668.039062 Penalty: 2626.077148
	Iteration 2F: 3 clusters Score -123668 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -123829.007812 Penalty: 2626.077148
	Iteration 3F: 3 clusters Score -123829 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -124020.320312 Penalty: 2626.077148
	Iteration 4F: 3 clusters Score -124020.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -124201.718750 Penalty: 2626.077148
	Iteration 5Q: 3 clusters Score -124201.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -124364.109375 Penalty: 2626.077148
	Iteration 6Q: 3 clusters Score -124364.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -124517.320312 Penalty: 2626.077148
	Iteration 7Q: 3 clusters Score -124517.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -124640.695312 Penalty: 2626.077148
	Iteration 8Q: 3 clusters Score -124640.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -124741.414062 Penalty: 2626.077148
	Iteration 9Q: 3 clusters Score -124741.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -124821.593750 Penalty: 2626.077148
	Iteration 10Q: 3 clusters Score -124821.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -124879.382812 Penalty: 2626.077148
	Iteration 11Q: 3 clusters Score -124879.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -124912.554688 Penalty: 2626.077148
	Iteration 12Q: 3 clusters Score -124912.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -124947.406250 Penalty: 2626.077148
	Iteration 13Q: 3 clusters Score -124947.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -124989.023438 Penalty: 2626.077148
	Iteration 14Q: 3 clusters Score -124989 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -125042.789062 Penalty: 2626.077148
	Iteration 15Q: 3 clusters Score -125042.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -125087.976562 Penalty: 2626.077148
	Iteration 16Q: 3 clusters Score -125088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -125133.726562 Penalty: 2626.077148
	Iteration 17Q: 3 clusters Score -125133.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -125171.609375 Penalty: 2626.077148
	Iteration 18Q: 3 clusters Score -125171.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -125211.015625 Penalty: 2626.077148
	Iteration 19Q: 3 clusters Score -125211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -125242.039062 Penalty: 2626.077148
	Iteration 20F: 3 clusters Score -125242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -125271.992188 Penalty: 2626.077148
	Iteration 21Q: 3 clusters Score -125272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -125292.460938 Penalty: 2626.077148
	Iteration 22Q: 3 clusters Score -125292.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -125303.132812 Penalty: 2626.077148
	Iteration 23Q: 3 clusters Score -125303.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -125305.164062 Penalty: 2626.077148
	Iteration 24Q: 3 clusters Score -125305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -125305.992188 Penalty: 2626.077148
	Iteration 25Q: 3 clusters Score -125306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -125305.992188 Penalty: 2626.077148
	Iteration 26F: 3 clusters Score -125306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Entering Unmasked Estep 
Score: -292134.906250 Penalty: 1421.082764
	Iteration 0F: 2 clusters Score -292134.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -287293.281250 Penalty: 2842.165527
	Iteration 0F: 3 clusters Score -287293.3 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -288782.843750 Penalty: 2842.165527
	Iteration 1F: 3 clusters Score -288782.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -289059.781250 Penalty: 2842.165527
	Iteration 2F: 3 clusters Score -289059.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -289348.750000 Penalty: 2842.165527
	Iteration 3F: 3 clusters Score -289348.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -289609.281250 Penalty: 2842.165527
	Iteration 4F: 3 clusters Score -289609.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -289837.968750 Penalty: 2842.165527
	Iteration 5F: 3 clusters Score -289838 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -290016.156250 Penalty: 2842.165527
	Iteration 6F: 3 clusters Score -290016.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -290170.312500 Penalty: 2842.165527
	Iteration 7Q: 3 clusters Score -290170.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -290321.093750 Penalty: 2842.165527
	Iteration 8Q: 3 clusters Score -290321.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -290485.718750 Penalty: 2842.165527
	Iteration 9Q: 3 clusters Score -290485.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -290642.937500 Penalty: 2842.165527
	Iteration 10Q: 3 clusters Score -290642.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -290786.312500 Penalty: 2842.165527
	Iteration 11Q: 3 clusters Score -290786.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -290917.281250 Penalty: 2842.165527
	Iteration 12Q: 3 clusters Score -290917.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -291019.625000 Penalty: 2842.165527
	Iteration 13Q: 3 clusters Score -291019.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -291100.562500 Penalty: 2842.165527
	Iteration 14Q: 3 clusters Score -291100.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -291156.218750 Penalty: 2842.165527
	Iteration 15Q: 3 clusters Score -291156.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -291216.718750 Penalty: 2842.165527
	Iteration 16Q: 3 clusters Score -291216.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -291283.906250 Penalty: 2842.165527
	Iteration 17Q: 3 clusters Score -291283.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -291323.281250 Penalty: 2842.165527
	Iteration 18Q: 3 clusters Score -291323.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -291347.343750 Penalty: 2842.165527
	Iteration 19Q: 3 clusters Score -291347.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -291361.062500 Penalty: 2842.165527
	Iteration 20F: 3 clusters Score -291361.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -291372.250000 Penalty: 2842.165527
	Iteration 21Q: 3 clusters Score -291372.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -291378.750000 Penalty: 2842.165527
	Iteration 22Q: 3 clusters Score -291378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -291381.750000 Penalty: 2842.165527
	Iteration 23Q: 3 clusters Score -291381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -291384.531250 Penalty: 2842.165527
	Iteration 24Q: 3 clusters Score -291384.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -291387.687500 Penalty: 2842.165527
	Iteration 25Q: 3 clusters Score -291387.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -291388.000000 Penalty: 2842.165527
	Iteration 26Q: 3 clusters Score -291388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -291390.031250 Penalty: 2842.165527
	Iteration 27Q: 3 clusters Score -291390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -291391.000000 Penalty: 2842.165527
	Iteration 28Q: 3 clusters Score -291391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -291391.906250 Penalty: 2842.165527
	Iteration 29Q: 3 clusters Score -291391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -291393.031250 Penalty: 2842.165527
	Iteration 30Q: 3 clusters Score -291393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -291392.843750 Penalty: 2842.165527
	Iteration 31Q: 3 clusters Score -291392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -291393.625000 Penalty: 2842.165527
	Iteration 32Q: 3 clusters Score -291393.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -291394.406250 Penalty: 2842.165527
	Iteration 33Q: 3 clusters Score -291394.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -291395.468750 Penalty: 2842.165527
	Iteration 34Q: 3 clusters Score -291395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -291397.750000 Penalty: 2842.165527
	Iteration 35Q: 3 clusters Score -291397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -291398.531250 Penalty: 2842.165527
	Iteration 36Q: 3 clusters Score -291398.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -291400.156250 Penalty: 2842.165527
	Iteration 37Q: 3 clusters Score -291400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -291400.156250 Penalty: 2842.165527
	Iteration 38F: 3 clusters Score -291400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -22476.423828 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -22476.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -21345.859375 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -21345.86 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -21550.091797 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -21550.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -21609.724609 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -21609.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -21642.689453 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -21642.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -21664.013672 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -21664.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -21683.044922 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -21683.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -21698.021484 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -21698.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -21705.707031 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -21705.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -21712.355469 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -21712.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21715.509766 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -21715.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -21715.509766 Penalty: 2053.078613
	Iteration 10F: 3 clusters Score -21715.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Entering Unmasked Estep 
Score: -228976.453125 Penalty: 1370.600342
	Iteration 0F: 2 clusters Score -228976.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -225248.171875 Penalty: 2741.200684
	Iteration 0F: 3 clusters Score -225248.2 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -226170.343750 Penalty: 2741.200684
	Iteration 1F: 3 clusters Score -226170.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -226339.734375 Penalty: 2741.200684
	Iteration 2F: 3 clusters Score -226339.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -226473.593750 Penalty: 2741.200684
	Iteration 3F: 3 clusters Score -226473.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -226578.781250 Penalty: 2741.200684
	Iteration 4Q: 3 clusters Score -226578.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -226654.093750 Penalty: 2741.200684
	Iteration 5Q: 3 clusters Score -226654.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -226716.218750 Penalty: 2741.200684
	Iteration 6Q: 3 clusters Score -226716.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -226768.078125 Penalty: 2741.200684
	Iteration 7Q: 3 clusters Score -226768.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -226823.609375 Penalty: 2741.200684
	Iteration 8Q: 3 clusters Score -226823.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -226870.093750 Penalty: 2741.200684
	Iteration 9Q: 3 clusters Score -226870.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -226916.765625 Penalty: 2741.200684
	Iteration 10Q: 3 clusters Score -226916.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -226953.734375 Penalty: 2741.200684
	Iteration 11Q: 3 clusters Score -226953.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -226993.375000 Penalty: 2741.200684
	Iteration 12Q: 3 clusters Score -226993.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -227035.343750 Penalty: 2741.200684
	Iteration 13Q: 3 clusters Score -227035.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -227089.781250 Penalty: 2741.200684
	Iteration 14Q: 3 clusters Score -227089.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -227141.625000 Penalty: 2741.200684
	Iteration 15Q: 3 clusters Score -227141.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -227183.484375 Penalty: 2741.200684
	Iteration 16Q: 3 clusters Score -227183.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -227219.906250 Penalty: 2741.200684
	Iteration 17Q: 3 clusters Score -227219.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -227257.515625 Penalty: 2741.200684
	Iteration 18Q: 3 clusters Score -227257.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -227296.218750 Penalty: 2741.200684
	Iteration 19Q: 3 clusters Score -227296.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -227338.406250 Penalty: 2741.200684
	Iteration 20F: 3 clusters Score -227338.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -227375.953125 Penalty: 2741.200684
	Iteration 21Q: 3 clusters Score -227376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -227414.562500 Penalty: 2741.200684
	Iteration 22Q: 3 clusters Score -227414.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -227443.156250 Penalty: 2741.200684
	Iteration 23Q: 3 clusters Score -227443.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -227467.546875 Penalty: 2741.200684
	Iteration 24Q: 3 clusters Score -227467.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -227490.968750 Penalty: 2741.200684
	Iteration 25Q: 3 clusters Score -227491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -227514.140625 Penalty: 2741.200684
	Iteration 26Q: 3 clusters Score -227514.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -227536.343750 Penalty: 2741.200684
	Iteration 27Q: 3 clusters Score -227536.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -227563.359375 Penalty: 2741.200684
	Iteration 28Q: 3 clusters Score -227563.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -227585.484375 Penalty: 2741.200684
	Iteration 29Q: 3 clusters Score -227585.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -227600.359375 Penalty: 2741.200684
	Iteration 30Q: 3 clusters Score -227600.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -227626.875000 Penalty: 2741.200684
	Iteration 31Q: 3 clusters Score -227626.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -227652.031250 Penalty: 2741.200684
	Iteration 32Q: 3 clusters Score -227652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -227671.718750 Penalty: 2741.200684
	Iteration 33Q: 3 clusters Score -227671.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -227686.015625 Penalty: 2741.200684
	Iteration 34Q: 3 clusters Score -227686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -227694.656250 Penalty: 2741.200684
	Iteration 35Q: 3 clusters Score -227694.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -227700.421875 Penalty: 2741.200684
	Iteration 36Q: 3 clusters Score -227700.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -227704.046875 Penalty: 2741.200684
	Iteration 37Q: 3 clusters Score -227704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -227707.343750 Penalty: 2741.200684
	Iteration 38Q: 3 clusters Score -227707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -227710.875000 Penalty: 2741.200684
	Iteration 39Q: 3 clusters Score -227710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -227713.281250 Penalty: 2741.200684
	Iteration 40F: 3 clusters Score -227713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -227714.843750 Penalty: 2741.200684
	Iteration 41Q: 3 clusters Score -227714.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -227718.453125 Penalty: 2741.200684
	Iteration 42Q: 3 clusters Score -227718.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -227719.375000 Penalty: 2741.200684
	Iteration 43Q: 3 clusters Score -227719.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -227721.015625 Penalty: 2741.200684
	Iteration 44Q: 3 clusters Score -227721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -227725.937500 Penalty: 2741.200684
	Iteration 45Q: 3 clusters Score -227725.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -227730.937500 Penalty: 2741.200684
	Iteration 46Q: 3 clusters Score -227730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -227736.640625 Penalty: 2741.200684
	Iteration 47Q: 3 clusters Score -227736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -227741.218750 Penalty: 2741.200684
	Iteration 48Q: 3 clusters Score -227741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -227743.046875 Penalty: 2741.200684
	Iteration 49Q: 3 clusters Score -227743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -227746.015625 Penalty: 2741.200684
	Iteration 50Q: 3 clusters Score -227746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -227746.015625 Penalty: 2741.200684
	Iteration 51F: 3 clusters Score -227746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Entering Unmasked Estep 
Score: -665718.000000 Penalty: 1554.540894
	Iteration 0F: 2 clusters Score -665718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -655765.312500 Penalty: 3109.081787
	Iteration 0F: 3 clusters Score -655765.3 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -659333.125000 Penalty: 3109.081787
	Iteration 1F: 3 clusters Score -659333.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -659687.687500 Penalty: 3109.081787
	Iteration 2F: 3 clusters Score -659687.7 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -660000.812500 Penalty: 3109.081787
	Iteration 3F: 3 clusters Score -660000.8 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -660323.812500 Penalty: 3109.081787
	Iteration 4Q: 3 clusters Score -660323.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -660613.812500 Penalty: 3109.081787
	Iteration 5Q: 3 clusters Score -660613.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -660858.500000 Penalty: 3109.081787
	Iteration 6Q: 3 clusters Score -660858.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -661074.125000 Penalty: 3109.081787
	Iteration 7Q: 3 clusters Score -661074.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -661265.062500 Penalty: 3109.081787
	Iteration 8Q: 3 clusters Score -661265.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -661454.750000 Penalty: 3109.081787
	Iteration 9Q: 3 clusters Score -661454.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -661643.187500 Penalty: 3109.081787
	Iteration 10Q: 3 clusters Score -661643.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -661806.312500 Penalty: 3109.081787
	Iteration 11Q: 3 clusters Score -661806.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -661981.000000 Penalty: 3109.081787
	Iteration 12Q: 3 clusters Score -661981 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -662186.375000 Penalty: 3109.081787
	Iteration 13Q: 3 clusters Score -662186.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -662381.937500 Penalty: 3109.081787
	Iteration 14Q: 3 clusters Score -662381.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -662640.000000 Penalty: 3109.081787
	Iteration 15Q: 3 clusters Score -662640 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -662989.062500 Penalty: 3109.081787
	Iteration 16Q: 3 clusters Score -662989.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -663405.375000 Penalty: 3109.081787
	Iteration 17Q: 3 clusters Score -663405.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -663782.000000 Penalty: 3109.081787
	Iteration 18Q: 3 clusters Score -663782 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -664086.062500 Penalty: 3109.081787
	Iteration 19Q: 3 clusters Score -664086.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -664289.937500 Penalty: 3109.081787
	Iteration 20F: 3 clusters Score -664289.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -664422.687500 Penalty: 3109.081787
	Iteration 21Q: 3 clusters Score -664422.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -664554.312500 Penalty: 3109.081787
	Iteration 22Q: 3 clusters Score -664554.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -664678.187500 Penalty: 3109.081787
	Iteration 23Q: 3 clusters Score -664678.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -664790.125000 Penalty: 3109.081787
	Iteration 24Q: 3 clusters Score -664790.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -664857.625000 Penalty: 3109.081787
	Iteration 25Q: 3 clusters Score -664857.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -664893.000000 Penalty: 3109.081787
	Iteration 26Q: 3 clusters Score -664893 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -664919.687500 Penalty: 3109.081787
	Iteration 27Q: 3 clusters Score -664919.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -664936.187500 Penalty: 3109.081787
	Iteration 28Q: 3 clusters Score -664936.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -664948.125000 Penalty: 3109.081787
	Iteration 29Q: 3 clusters Score -664948.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -664960.250000 Penalty: 3109.081787
	Iteration 30Q: 3 clusters Score -664960.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -664969.187500 Penalty: 3109.081787
	Iteration 31Q: 3 clusters Score -664969.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -664977.062500 Penalty: 3109.081787
	Iteration 32Q: 3 clusters Score -664977.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -664981.375000 Penalty: 3109.081787
	Iteration 33Q: 3 clusters Score -664981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -664981.562500 Penalty: 3109.081787
	Iteration 34Q: 3 clusters Score -664981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -664984.625000 Penalty: 3109.081787
	Iteration 35Q: 3 clusters Score -664984.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -664988.000000 Penalty: 3109.081787
	Iteration 36Q: 3 clusters Score -664988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -664989.875000 Penalty: 3109.081787
	Iteration 37Q: 3 clusters Score -664989.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -664991.187500 Penalty: 3109.081787
	Iteration 38Q: 3 clusters Score -664991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -664992.375000 Penalty: 3109.081787
	Iteration 39Q: 3 clusters Score -664992.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -664994.562500 Penalty: 3109.081787
	Iteration 40F: 3 clusters Score -664994.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -664996.562500 Penalty: 3109.081787
	Iteration 41Q: 3 clusters Score -664996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -665000.562500 Penalty: 3109.081787
	Iteration 42Q: 3 clusters Score -665000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -664999.750000 Penalty: 3109.081787
	Iteration 43Q: 3 clusters Score -664999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -665001.875000 Penalty: 3109.081787
	Iteration 44Q: 3 clusters Score -665001.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -665001.125000 Penalty: 3109.081787
	Iteration 45Q: 3 clusters Score -665001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -665001.125000 Penalty: 3109.081787
	Iteration 46Q: 3 clusters Score -665001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -665001.000000 Penalty: 3109.081787
	Iteration 47Q: 3 clusters Score -665001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -665000.937500 Penalty: 3109.081787
	Iteration 48Q: 3 clusters Score -665000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -665001.937500 Penalty: 3109.081787
	Iteration 49Q: 3 clusters Score -665001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -665001.937500 Penalty: 3109.081787
	Iteration 50F: 3 clusters Score -665001.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Entering Unmasked Estep 
Score: -2405303.250000 Penalty: 1751.976074
	Iteration 0F: 2 clusters Score -2405303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2373153.250000 Penalty: 3503.952148
	Iteration 0F: 3 clusters Score -2373153 nChanged 22470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -2385999.750000 Penalty: 3503.952148
	Iteration 1F: 3 clusters Score -2386000 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -2386573.000000 Penalty: 3503.952148
	Iteration 2Q: 3 clusters Score -2386573 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -2387338.000000 Penalty: 3503.952148
	Iteration 3Q: 3 clusters Score -2387338 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -2388456.000000 Penalty: 3503.952148
	Iteration 4Q: 3 clusters Score -2388456 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -2389991.750000 Penalty: 3503.952148
	Iteration 5F: 3 clusters Score -2389992 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -2392026.000000 Penalty: 3503.952148
	Iteration 6F: 3 clusters Score -2392026 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -2394328.500000 Penalty: 3503.952148
	Iteration 7F: 3 clusters Score -2394328 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -2396498.500000 Penalty: 3503.952148
	Iteration 8F: 3 clusters Score -2396498 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -2398425.750000 Penalty: 3503.952148
	Iteration 9F: 3 clusters Score -2398426 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -2400011.750000 Penalty: 3503.952148
	Iteration 10Q: 3 clusters Score -2400012 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -2401284.750000 Penalty: 3503.952148
	Iteration 11Q: 3 clusters Score -2401285 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -2402212.500000 Penalty: 3503.952148
	Iteration 12Q: 3 clusters Score -2402212 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -2402841.500000 Penalty: 3503.952148
	Iteration 13Q: 3 clusters Score -2402842 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -2403199.000000 Penalty: 3503.952148
	Iteration 14Q: 3 clusters Score -2403199 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -2403421.500000 Penalty: 3503.952148
	Iteration 15Q: 3 clusters Score -2403422 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -2403548.000000 Penalty: 3503.952148
	Iteration 16Q: 3 clusters Score -2403548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -2403629.000000 Penalty: 3503.952148
	Iteration 17Q: 3 clusters Score -2403629 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -2403674.000000 Penalty: 3503.952148
	Iteration 18Q: 3 clusters Score -2403674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -2403708.500000 Penalty: 3503.952148
	Iteration 19Q: 3 clusters Score -2403708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -2403733.750000 Penalty: 3503.952148
	Iteration 20F: 3 clusters Score -2403734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -2403742.250000 Penalty: 3503.952148
	Iteration 21Q: 3 clusters Score -2403742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -2403751.750000 Penalty: 3503.952148
	Iteration 22Q: 3 clusters Score -2403752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -2403760.000000 Penalty: 3503.952148
	Iteration 23Q: 3 clusters Score -2403760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -2403760.750000 Penalty: 3503.952148
	Iteration 24Q: 3 clusters Score -2403761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -2403762.000000 Penalty: 3503.952148
	Iteration 25Q: 3 clusters Score -2403762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -2403765.750000 Penalty: 3503.952148
	Iteration 26Q: 3 clusters Score -2403766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -2403765.750000 Penalty: 3503.952148
	Iteration 27F: 3 clusters Score -2403766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Entering Unmasked Estep 
Score: -847856.937500 Penalty: 1585.947144
	Iteration 0F: 2 clusters Score -847856.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -835907.562500 Penalty: 3171.894287
	Iteration 0F: 3 clusters Score -835907.6 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -840338.187500 Penalty: 3171.894287
	Iteration 1F: 3 clusters Score -840338.2 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -840848.875000 Penalty: 3171.894287
	Iteration 2F: 3 clusters Score -840848.9 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -841476.125000 Penalty: 3171.894287
	Iteration 3F: 3 clusters Score -841476.1 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -842227.687500 Penalty: 3171.894287
	Iteration 4F: 3 clusters Score -842227.7 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -843064.000000 Penalty: 3171.894287
	Iteration 5F: 3 clusters Score -843064 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -843838.937500 Penalty: 3171.894287
	Iteration 6F: 3 clusters Score -843838.9 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -844487.187500 Penalty: 3171.894287
	Iteration 7F: 3 clusters Score -844487.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -844998.312500 Penalty: 3171.894287
	Iteration 8Q: 3 clusters Score -844998.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -845403.750000 Penalty: 3171.894287
	Iteration 9Q: 3 clusters Score -845403.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -845745.687500 Penalty: 3171.894287
	Iteration 10Q: 3 clusters Score -845745.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -846053.312500 Penalty: 3171.894287
	Iteration 11Q: 3 clusters Score -846053.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -846340.812500 Penalty: 3171.894287
	Iteration 12Q: 3 clusters Score -846340.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -846545.312500 Penalty: 3171.894287
	Iteration 13Q: 3 clusters Score -846545.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -846673.875000 Penalty: 3171.894287
	Iteration 14Q: 3 clusters Score -846673.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -846783.687500 Penalty: 3171.894287
	Iteration 15Q: 3 clusters Score -846783.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -846867.437500 Penalty: 3171.894287
	Iteration 16Q: 3 clusters Score -846867.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -846915.750000 Penalty: 3171.894287
	Iteration 17Q: 3 clusters Score -846915.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -846952.812500 Penalty: 3171.894287
	Iteration 18Q: 3 clusters Score -846952.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -846986.812500 Penalty: 3171.894287
	Iteration 19Q: 3 clusters Score -846986.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -847007.125000 Penalty: 3171.894287
	Iteration 20F: 3 clusters Score -847007.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -847024.312500 Penalty: 3171.894287
	Iteration 21Q: 3 clusters Score -847024.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -847043.187500 Penalty: 3171.894287
	Iteration 22Q: 3 clusters Score -847043.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -847052.000000 Penalty: 3171.894287
	Iteration 23Q: 3 clusters Score -847052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -847059.250000 Penalty: 3171.894287
	Iteration 24Q: 3 clusters Score -847059.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -847066.062500 Penalty: 3171.894287
	Iteration 25Q: 3 clusters Score -847066.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -847073.625000 Penalty: 3171.894287
	Iteration 26Q: 3 clusters Score -847073.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -847080.625000 Penalty: 3171.894287
	Iteration 27Q: 3 clusters Score -847080.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -847082.500000 Penalty: 3171.894287
	Iteration 28Q: 3 clusters Score -847082.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -847090.937500 Penalty: 3171.894287
	Iteration 29Q: 3 clusters Score -847090.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -847097.750000 Penalty: 3171.894287
	Iteration 30Q: 3 clusters Score -847097.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -847102.562500 Penalty: 3171.894287
	Iteration 31Q: 3 clusters Score -847102.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -847107.312500 Penalty: 3171.894287
	Iteration 32Q: 3 clusters Score -847107.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -847113.750000 Penalty: 3171.894287
	Iteration 33Q: 3 clusters Score -847113.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -847115.312500 Penalty: 3171.894287
	Iteration 34Q: 3 clusters Score -847115.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -847117.250000 Penalty: 3171.894287
	Iteration 35Q: 3 clusters Score -847117.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -847122.062500 Penalty: 3171.894287
	Iteration 36Q: 3 clusters Score -847122.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -847123.375000 Penalty: 3171.894287
	Iteration 37Q: 3 clusters Score -847123.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -847125.750000 Penalty: 3171.894287
	Iteration 38Q: 3 clusters Score -847125.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -847128.500000 Penalty: 3171.894287
	Iteration 39Q: 3 clusters Score -847128.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -847128.562500 Penalty: 3171.894287
	Iteration 40F: 3 clusters Score -847128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -847130.250000 Penalty: 3171.894287
	Iteration 41Q: 3 clusters Score -847130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -847132.500000 Penalty: 3171.894287
	Iteration 42Q: 3 clusters Score -847132.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -847132.437500 Penalty: 3171.894287
	Iteration 43Q: 3 clusters Score -847132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -847134.062500 Penalty: 3171.894287
	Iteration 44Q: 3 clusters Score -847134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -847134.562500 Penalty: 3171.894287
	Iteration 45Q: 3 clusters Score -847134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -847133.250000 Penalty: 3171.894287
	Iteration 46Q: 3 clusters Score -847133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -847133.312500 Penalty: 3171.894287
	Iteration 47Q: 3 clusters Score -847133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -847133.625000 Penalty: 3171.894287
	Iteration 48Q: 3 clusters Score -847133.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -847133.750000 Penalty: 3171.894287
	Iteration 49Q: 3 clusters Score -847133.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -847133.750000 Penalty: 3171.894287
	Iteration 50F: 3 clusters Score -847133.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -330788.500000 Penalty: 1423.802856
	Iteration 0F: 2 clusters Score -330788.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -325896.437500 Penalty: 2847.605713
	Iteration 0F: 3 clusters Score -325896.4 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -327473.968750 Penalty: 2847.605713
	Iteration 1F: 3 clusters Score -327474 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -327712.156250 Penalty: 2847.605713
	Iteration 2F: 3 clusters Score -327712.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -327889.531250 Penalty: 2847.605713
	Iteration 3F: 3 clusters Score -327889.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -328003.781250 Penalty: 2847.605713
	Iteration 4Q: 3 clusters Score -328003.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -328124.687500 Penalty: 2847.605713
	Iteration 5Q: 3 clusters Score -328124.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -328242.000000 Penalty: 2847.605713
	Iteration 6Q: 3 clusters Score -328242 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -328363.437500 Penalty: 2847.605713
	Iteration 7Q: 3 clusters Score -328363.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -328506.468750 Penalty: 2847.605713
	Iteration 8Q: 3 clusters Score -328506.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -328638.593750 Penalty: 2847.605713
	Iteration 9Q: 3 clusters Score -328638.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -328749.812500 Penalty: 2847.605713
	Iteration 10Q: 3 clusters Score -328749.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -328842.218750 Penalty: 2847.605713
	Iteration 11Q: 3 clusters Score -328842.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -328932.562500 Penalty: 2847.605713
	Iteration 12Q: 3 clusters Score -328932.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -329017.250000 Penalty: 2847.605713
	Iteration 13Q: 3 clusters Score -329017.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -329083.156250 Penalty: 2847.605713
	Iteration 14Q: 3 clusters Score -329083.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -329132.093750 Penalty: 2847.605713
	Iteration 15Q: 3 clusters Score -329132.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -329190.031250 Penalty: 2847.605713
	Iteration 16Q: 3 clusters Score -329190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -329229.093750 Penalty: 2847.605713
	Iteration 17Q: 3 clusters Score -329229.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -329267.000000 Penalty: 2847.605713
	Iteration 18Q: 3 clusters Score -329267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -329303.062500 Penalty: 2847.605713
	Iteration 19Q: 3 clusters Score -329303.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -329338.687500 Penalty: 2847.605713
	Iteration 20F: 3 clusters Score -329338.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -329366.750000 Penalty: 2847.605713
	Iteration 21Q: 3 clusters Score -329366.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -329395.031250 Penalty: 2847.605713
	Iteration 22Q: 3 clusters Score -329395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -329437.593750 Penalty: 2847.605713
	Iteration 23Q: 3 clusters Score -329437.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -329467.531250 Penalty: 2847.605713
	Iteration 24Q: 3 clusters Score -329467.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -329480.156250 Penalty: 2847.605713
	Iteration 25Q: 3 clusters Score -329480.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -329487.718750 Penalty: 2847.605713
	Iteration 26Q: 3 clusters Score -329487.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -329497.718750 Penalty: 2847.605713
	Iteration 27Q: 3 clusters Score -329497.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -329507.000000 Penalty: 2847.605713
	Iteration 28Q: 3 clusters Score -329507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -329518.375000 Penalty: 2847.605713
	Iteration 29Q: 3 clusters Score -329518.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -329530.687500 Penalty: 2847.605713
	Iteration 30Q: 3 clusters Score -329530.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -329544.750000 Penalty: 2847.605713
	Iteration 31Q: 3 clusters Score -329544.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -329559.843750 Penalty: 2847.605713
	Iteration 32Q: 3 clusters Score -329559.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -329571.656250 Penalty: 2847.605713
	Iteration 33Q: 3 clusters Score -329571.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -329582.781250 Penalty: 2847.605713
	Iteration 34Q: 3 clusters Score -329582.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -329592.343750 Penalty: 2847.605713
	Iteration 35Q: 3 clusters Score -329592.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -329600.750000 Penalty: 2847.605713
	Iteration 36Q: 3 clusters Score -329600.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -329605.593750 Penalty: 2847.605713
	Iteration 37Q: 3 clusters Score -329605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -329610.312500 Penalty: 2847.605713
	Iteration 38Q: 3 clusters Score -329610.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -329614.562500 Penalty: 2847.605713
	Iteration 39Q: 3 clusters Score -329614.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -329617.937500 Penalty: 2847.605713
	Iteration 40F: 3 clusters Score -329617.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -329620.125000 Penalty: 2847.605713
	Iteration 41Q: 3 clusters Score -329620.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -329621.750000 Penalty: 2847.605713
	Iteration 42Q: 3 clusters Score -329621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -329622.843750 Penalty: 2847.605713
	Iteration 43Q: 3 clusters Score -329622.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -329623.843750 Penalty: 2847.605713
	Iteration 44Q: 3 clusters Score -329623.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -329625.281250 Penalty: 2847.605713
	Iteration 45Q: 3 clusters Score -329625.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -329626.125000 Penalty: 2847.605713
	Iteration 46Q: 3 clusters Score -329626.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -329626.781250 Penalty: 2847.605713
	Iteration 47Q: 3 clusters Score -329626.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -329627.093750 Penalty: 2847.605713
	Iteration 48Q: 3 clusters Score -329627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -329627.093750 Penalty: 2847.605713
	Iteration 49F: 3 clusters Score -329627.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Entering Unmasked Estep 
Score: -2784118.750000 Penalty: 1777.264038
	Iteration 0F: 2 clusters Score -2784119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -2746490.500000 Penalty: 3554.528076
	Iteration 0F: 3 clusters Score -2746490 nChanged 26507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -2762125.750000 Penalty: 3554.528076
	Iteration 1F: 3 clusters Score -2762126 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -2763375.750000 Penalty: 3554.528076
	Iteration 2Q: 3 clusters Score -2763376 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -2765249.000000 Penalty: 3554.528076
	Iteration 3F: 3 clusters Score -2765249 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -2767544.500000 Penalty: 3554.528076
	Iteration 4F: 3 clusters Score -2767544 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2770296.250000 Penalty: 3554.528076
	Iteration 5F: 3 clusters Score -2770296 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2773117.750000 Penalty: 3554.528076
	Iteration 6F: 3 clusters Score -2773118 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2775513.000000 Penalty: 3554.528076
	Iteration 7F: 3 clusters Score -2775513 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -2776979.000000 Penalty: 3554.528076
	Iteration 8F: 3 clusters Score -2776979 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -2777680.000000 Penalty: 3554.528076
	Iteration 9Q: 3 clusters Score -2777680 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -2777970.750000 Penalty: 3554.528076
	Iteration 10Q: 3 clusters Score -2777971 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2778154.500000 Penalty: 3554.528076
	Iteration 11Q: 3 clusters Score -2778154 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -2778289.250000 Penalty: 3554.528076
	Iteration 12Q: 3 clusters Score -2778289 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2778427.750000 Penalty: 3554.528076
	Iteration 13Q: 3 clusters Score -2778428 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -2778556.750000 Penalty: 3554.528076
	Iteration 14Q: 3 clusters Score -2778557 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -2778640.000000 Penalty: 3554.528076
	Iteration 15Q: 3 clusters Score -2778640 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -2778742.750000 Penalty: 3554.528076
	Iteration 16Q: 3 clusters Score -2778743 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2778821.250000 Penalty: 3554.528076
	Iteration 17Q: 3 clusters Score -2778821 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2778891.750000 Penalty: 3554.528076
	Iteration 18Q: 3 clusters Score -2778892 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2778941 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2779024.750000 Penalty: 3554.528076
	Iteration 20F: 3 clusters Score -2779025 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -2779089.500000 Penalty: 3554.528076
	Iteration 21Q: 3 clusters Score -2779090 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2779147.750000 Penalty: 3554.528076
	Iteration 22Q: 3 clusters Score -2779148 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2779242.250000 Penalty: 3554.528076
	Iteration 23Q: 3 clusters Score -2779242 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2779339.500000 Penalty: 3554.528076
	Iteration 24Q: 3 clusters Score -2779340 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2779454.500000 Penalty: 3554.528076
	Iteration 25Q: 3 clusters Score -2779454 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2779560.250000 Penalty: 3554.528076
	Iteration 26Q: 3 clusters Score -2779560 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2779673.000000 Penalty: 3554.528076
	Iteration 27Q: 3 clusters Score -2779673 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2779778.250000 Penalty: 3554.528076
	Iteration 28Q: 3 clusters Score -2779778 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2779884.750000 Penalty: 3554.528076
	Iteration 29Q: 3 clusters Score -2779885 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2779986 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2780070.000000 Penalty: 3554.528076
	Iteration 31Q: 3 clusters Score -2780070 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2780159.250000 Penalty: 3554.528076
	Iteration 32Q: 3 clusters Score -2780159 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2780239.750000 Penalty: 3554.528076
	Iteration 33Q: 3 clusters Score -2780240 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2780301.500000 Penalty: 3554.528076
	Iteration 34Q: 3 clusters Score -2780302 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2780368.000000 Penalty: 3554.528076
	Iteration 35Q: 3 clusters Score -2780368 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2780411.500000 Penalty: 3554.528076
	Iteration 36Q: 3 clusters Score -2780412 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2780453.750000 Penalty: 3554.528076
	Iteration 37Q: 3 clusters Score -2780454 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2780493.000000 Penalty: 3554.528076
	Iteration 38Q: 3 clusters Score -2780493 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2780513.250000 Penalty: 3554.528076
	Iteration 39Q: 3 clusters Score -2780513 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2780556.000000 Penalty: 3554.528076
	Iteration 40F: 3 clusters Score -2780556 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2780574.750000 Penalty: 3554.528076
	Iteration 41Q: 3 clusters Score -2780575 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2780600.250000 Penalty: 3554.528076
	Iteration 42Q: 3 clusters Score -2780600 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2780607.750000 Penalty: 3554.528076
	Iteration 43Q: 3 clusters Score -2780608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2780615 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2780635.750000 Penalty: 3554.528076
	Iteration 45Q: 3 clusters Score -2780636 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2780652.500000 Penalty: 3554.528076
	Iteration 46Q: 3 clusters Score -2780652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2780669.750000 Penalty: 3554.528076
	Iteration 47Q: 3 clusters Score -2780670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2780675.250000 Penalty: 3554.528076
	Iteration 48Q: 3 clusters Score -2780675 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2780674.250000 Penalty: 3554.528076
	Iteration 49Q: 3 clusters Score -2780674 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2780676 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2780701.000000 Penalty: 3554.528076
	Iteration 51Q: 3 clusters Score -2780701 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2780715.250000 Penalty: 3554.528076
	Iteration 52Q: 3 clusters Score -2780715 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2780735.750000 Penalty: 3554.528076
	Iteration 53Q: 3 clusters Score -2780736 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2780741.750000 Penalty: 3554.528076
	Iteration 54Q: 3 clusters Score -2780742 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2780739.250000 Penalty: 3554.528076
	Iteration 55Q: 3 clusters Score -2780739 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -2780744.000000 Penalty: 3554.528076
	Iteration 56Q: 3 clusters Score -2780744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2780743.000000 Penalty: 3554.528076
	Iteration 57Q: 3 clusters Score -2780743 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2780749.250000 Penalty: 3554.528076
	Iteration 58Q: 3 clusters Score -2780749 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2780757.500000 Penalty: 3554.528076
	Iteration 59Q: 3 clusters Score -2780758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2780771.500000 Penalty: 3554.528076
	Iteration 60F: 3 clusters Score -2780772 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2780787.000000 Penalty: 3554.528076
	Iteration 61Q: 3 clusters Score -2780787 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2780795.250000 Penalty: 3554.528076
	Iteration 62Q: 3 clusters Score -2780795 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2780796.500000 Penalty: 3554.528076
	Iteration 63Q: 3 clusters Score -2780796 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2780809.000000 Penalty: 3554.528076
	Iteration 64Q: 3 clusters Score -2780809 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2780827.750000 Penalty: 3554.528076
	Iteration 65Q: 3 clusters Score -2780828 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2780838.750000 Penalty: 3554.528076
	Iteration 66Q: 3 clusters Score -2780839 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -2780829.750000 Penalty: 3554.528076
	Iteration 67Q: 3 clusters Score -2780830 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2780859.750000 Penalty: 3554.528076
	Iteration 68Q: 3 clusters Score -2780860 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2780872.250000 Penalty: 3554.528076
	Iteration 69Q: 3 clusters Score -2780872 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2780904.000000 Penalty: 3554.528076
	Iteration 70Q: 3 clusters Score -2780904 nChanged 185
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2780915.500000 Penalty: 3554.528076
	Iteration 71Q: 3 clusters Score -2780916 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2780928.500000 Penalty: 3554.528076
	Iteration 72Q: 3 clusters Score -2780928 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2780951.000000 Penalty: 3554.528076
	Iteration 73Q: 3 clusters Score -2780951 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2780974.000000 Penalty: 3554.528076
	Iteration 74Q: 3 clusters Score -2780974 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2780990.000000 Penalty: 3554.528076
	Iteration 75Q: 3 clusters Score -2780990 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2781010.250000 Penalty: 3554.528076
	Iteration 76Q: 3 clusters Score -2781010 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2781025.000000 Penalty: 3554.528076
	Iteration 77Q: 3 clusters Score -2781025 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2781043.000000 Penalty: 3554.528076
	Iteration 78Q: 3 clusters Score -2781043 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2781050.750000 Penalty: 3554.528076
	Iteration 79Q: 3 clusters Score -2781051 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2781069.750000 Penalty: 3554.528076
	Iteration 80F: 3 clusters Score -2781070 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2781088.250000 Penalty: 3554.528076
	Iteration 81Q: 3 clusters Score -2781088 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2781098.000000 Penalty: 3554.528076
	Iteration 82Q: 3 clusters Score -2781098 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2781107.500000 Penalty: 3554.528076
	Iteration 83Q: 3 clusters Score -2781108 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2781122.250000 Penalty: 3554.528076
	Iteration 84Q: 3 clusters Score -2781122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2781121.250000 Penalty: 3554.528076
	Iteration 85Q: 3 clusters Score -2781121 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2781121.250000 Penalty: 3554.528076
	Iteration 86Q: 3 clusters Score -2781121 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2781145.750000 Penalty: 3554.528076
	Iteration 87Q: 3 clusters Score -2781146 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2781162.500000 Penalty: 3554.528076
	Iteration 88Q: 3 clusters Score -2781162 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -2781158.250000 Penalty: 3554.528076
	Iteration 89Q: 3 clusters Score -2781158 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -2781146.000000 Penalty: 3554.528076
	Iteration 90Q: 3 clusters Score -2781146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2781174.000000 Penalty: 3554.528076
	Iteration 91Q: 3 clusters Score -2781174 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2781181.000000 Penalty: 3554.528076
	Iteration 92Q: 3 clusters Score -2781181 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2781189.500000 Penalty: 3554.528076
	Iteration 93Q: 3 clusters Score -2781190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2781208.250000 Penalty: 3554.528076
	Iteration 94Q: 3 clusters Score -2781208 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2781226.750000 Penalty: 3554.528076
	Iteration 95Q: 3 clusters Score -2781227 nChanged 115
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Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2781245.750000 Penalty: 3554.528076
	Iteration 96Q: 3 clusters Score -2781246 nChanged 114
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Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2781251.750000 Penalty: 3554.528076
	Iteration 97Q: 3 clusters Score -2781252 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2781256.500000 Penalty: 3554.528076
	Iteration 98Q: 3 clusters Score -2781256 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2781266.250000 Penalty: 3554.528076
	Iteration 99Q: 3 clusters Score -2781266 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2781276.750000 Penalty: 3554.528076
	Iteration 100F: 3 clusters Score -2781277 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2781294.250000 Penalty: 3554.528076
	Iteration 101Q: 3 clusters Score -2781294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2781305.500000 Penalty: 3554.528076
	Iteration 102Q: 3 clusters Score -2781306 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2781326.000000 Penalty: 3554.528076
	Iteration 103Q: 3 clusters Score -2781326 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2781337.750000 Penalty: 3554.528076
	Iteration 104Q: 3 clusters Score -2781338 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2781344.000000 Penalty: 3554.528076
	Iteration 105Q: 3 clusters Score -2781344 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2781350.250000 Penalty: 3554.528076
	Iteration 106Q: 3 clusters Score -2781350 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2781368.250000 Penalty: 3554.528076
	Iteration 107Q: 3 clusters Score -2781368 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2781374.250000 Penalty: 3554.528076
	Iteration 108Q: 3 clusters Score -2781374 nChanged 126
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Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2781392.000000 Penalty: 3554.528076
	Iteration 109Q: 3 clusters Score -2781392 nChanged 129
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Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2781404.500000 Penalty: 3554.528076
	Iteration 110Q: 3 clusters Score -2781404 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
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Entering Unmasked Estep 
Score: -2781415.750000 Penalty: 3554.528076
	Iteration 111Q: 3 clusters Score -2781416 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2781428.750000 Penalty: 3554.528076
	Iteration 112Q: 3 clusters Score -2781429 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2781452.250000 Penalty: 3554.528076
	Iteration 113Q: 3 clusters Score -2781452 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2781483.000000 Penalty: 3554.528076
	Iteration 114Q: 3 clusters Score -2781483 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2781496.500000 Penalty: 3554.528076
	Iteration 115Q: 3 clusters Score -2781496 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2781512.250000 Penalty: 3554.528076
	Iteration 116Q: 3 clusters Score -2781512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2781537.250000 Penalty: 3554.528076
	Iteration 117Q: 3 clusters Score -2781537 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2781545.250000 Penalty: 3554.528076
	Iteration 118Q: 3 clusters Score -2781545 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2781564.250000 Penalty: 3554.528076
	Iteration 119Q: 3 clusters Score -2781564 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2781591.250000 Penalty: 3554.528076
	Iteration 120F: 3 clusters Score -2781591 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2781606.500000 Penalty: 3554.528076
	Iteration 121Q: 3 clusters Score -2781606 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2781610.750000 Penalty: 3554.528076
	Iteration 122Q: 3 clusters Score -2781611 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2781629.750000 Penalty: 3554.528076
	Iteration 123Q: 3 clusters Score -2781630 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2781661.500000 Penalty: 3554.528076
	Iteration 124Q: 3 clusters Score -2781662 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2781688.500000 Penalty: 3554.528076
	Iteration 125Q: 3 clusters Score -2781688 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2781714.750000 Penalty: 3554.528076
	Iteration 126Q: 3 clusters Score -2781715 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2781733.500000 Penalty: 3554.528076
	Iteration 127Q: 3 clusters Score -2781734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2781754.750000 Penalty: 3554.528076
	Iteration 128Q: 3 clusters Score -2781755 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2781767.250000 Penalty: 3554.528076
	Iteration 129Q: 3 clusters Score -2781767 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50267 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2781787.750000 Penalty: 3554.528076
	Iteration 130Q: 3 clusters Score -2781788 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2781816.250000 Penalty: 3554.528076
	Iteration 131Q: 3 clusters Score -2781816 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2781840.250000 Penalty: 3554.528076
	Iteration 132Q: 3 clusters Score -2781840 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -2781875.000000 Penalty: 3554.528076
	Iteration 133Q: 3 clusters Score -2781875 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2781905.000000 Penalty: 3554.528076
	Iteration 134Q: 3 clusters Score -2781905 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2781942.500000 Penalty: 3554.528076
	Iteration 135Q: 3 clusters Score -2781942 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2781991.750000 Penalty: 3554.528076
	Iteration 136Q: 3 clusters Score -2781992 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51480 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2782052.250000 Penalty: 3554.528076
	Iteration 137Q: 3 clusters Score -2782052 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2782075.000000 Penalty: 3554.528076
	Iteration 138Q: 3 clusters Score -2782075 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2782131.000000 Penalty: 3554.528076
	Iteration 139Q: 3 clusters Score -2782131 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2782198.500000 Penalty: 3554.528076
	Iteration 140F: 3 clusters Score -2782198 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2782283.250000 Penalty: 3554.528076
	Iteration 141Q: 3 clusters Score -2782283 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2782396.000000 Penalty: 3554.528076
	Iteration 142Q: 3 clusters Score -2782396 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2782533.250000 Penalty: 3554.528076
	Iteration 143Q: 3 clusters Score -2782533 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2782735.750000 Penalty: 3554.528076
	Iteration 144Q: 3 clusters Score -2782736 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2783051.750000 Penalty: 3554.528076
	Iteration 145Q: 3 clusters Score -2783052 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2783310.750000 Penalty: 3554.528076
	Iteration 146Q: 3 clusters Score -2783311 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2783442.250000 Penalty: 3554.528076
	Iteration 147Q: 3 clusters Score -2783442 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2783516.250000 Penalty: 3554.528076
	Iteration 148Q: 3 clusters Score -2783516 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2783567.250000 Penalty: 3554.528076
	Iteration 149Q: 3 clusters Score -2783567 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2783585.000000 Penalty: 3554.528076
	Iteration 150Q: 3 clusters Score -2783585 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2783604.750000 Penalty: 3554.528076
	Iteration 151Q: 3 clusters Score -2783605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2783606.500000 Penalty: 3554.528076
	Iteration 152Q: 3 clusters Score -2783606 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2783608.750000 Penalty: 3554.528076
	Iteration 153Q: 3 clusters Score -2783609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2783621.000000 Penalty: 3554.528076
	Iteration 154Q: 3 clusters Score -2783621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2783620.500000 Penalty: 3554.528076
	Iteration 155Q: 3 clusters Score -2783620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2783628.750000 Penalty: 3554.528076
	Iteration 156Q: 3 clusters Score -2783629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2783626.250000 Penalty: 3554.528076
	Iteration 157Q: 3 clusters Score -2783626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2783632.500000 Penalty: 3554.528076
	Iteration 158Q: 3 clusters Score -2783632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52954 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2783633.500000 Penalty: 3554.528076
	Iteration 159Q: 3 clusters Score -2783634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2783639.500000 Penalty: 3554.528076
	Iteration 160F: 3 clusters Score -2783640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2783638.000000 Penalty: 3554.528076
	Iteration 161Q: 3 clusters Score -2783638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2783640.000000 Penalty: 3554.528076
	Iteration 162Q: 3 clusters Score -2783640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2783641.500000 Penalty: 3554.528076
	Iteration 163Q: 3 clusters Score -2783642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2783639.750000 Penalty: 3554.528076
	Iteration 164Q: 3 clusters Score -2783640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2783640.500000 Penalty: 3554.528076
	Iteration 165Q: 3 clusters Score -2783640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2783638.000000 Penalty: 3554.528076
	Iteration 166Q: 3 clusters Score -2783638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2783634.500000 Penalty: 3554.528076
	Iteration 167Q: 3 clusters Score -2783634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2783632.750000 Penalty: 3554.528076
	Iteration 168Q: 3 clusters Score -2783633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2783638.750000 Penalty: 3554.528076
	Iteration 169Q: 3 clusters Score -2783639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2783635.250000 Penalty: 3554.528076
	Iteration 170Q: 3 clusters Score -2783635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2783635.500000 Penalty: 3554.528076
	Iteration 171Q: 3 clusters Score -2783636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2783632.250000 Penalty: 3554.528076
	Iteration 172Q: 3 clusters Score -2783632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52904 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2783632.250000 Penalty: 3554.528076
	Iteration 173F: 3 clusters Score -2783632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Entering Unmasked Estep 
Score: -69834.328125 Penalty: 1181.877563
	Iteration 0F: 2 clusters Score -69834.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -68138.320312 Penalty: 2363.755127
	Iteration 0F: 3 clusters Score -68138.32 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -68540.851562 Penalty: 2363.755127
	Iteration 1F: 3 clusters Score -68540.85 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -68642.898438 Penalty: 2363.755127
	Iteration 2F: 3 clusters Score -68642.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -68684.710938 Penalty: 2363.755127
	Iteration 3Q: 3 clusters Score -68684.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -68717.554688 Penalty: 2363.755127
	Iteration 4Q: 3 clusters Score -68717.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -68747.515625 Penalty: 2363.755127
	Iteration 5Q: 3 clusters Score -68747.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -68764.328125 Penalty: 2363.755127
	Iteration 6Q: 3 clusters Score -68764.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -68776.773438 Penalty: 2363.755127
	Iteration 7Q: 3 clusters Score -68776.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -68785.632812 Penalty: 2363.755127
	Iteration 8Q: 3 clusters Score -68785.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -68788.390625 Penalty: 2363.755127
	Iteration 9Q: 3 clusters Score -68788.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -68793.125000 Penalty: 2363.755127
	Iteration 10Q: 3 clusters Score -68793.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -68795.320312 Penalty: 2363.755127
	Iteration 11Q: 3 clusters Score -68795.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -68798.265625 Penalty: 2363.755127
	Iteration 12Q: 3 clusters Score -68798.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -68799.578125 Penalty: 2363.755127
	Iteration 13Q: 3 clusters Score -68799.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -68801.320312 Penalty: 2363.755127
	Iteration 14Q: 3 clusters Score -68801.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -68803.375000 Penalty: 2363.755127
	Iteration 15Q: 3 clusters Score -68803.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -68804.656250 Penalty: 2363.755127
	Iteration 16Q: 3 clusters Score -68804.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -68804.656250 Penalty: 2363.755127
	Iteration 17F: 3 clusters Score -68804.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (363396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363396 members 
Entering Unmasked Estep 
Score: -18167802.000000 Penalty: 2080.527832
	Iteration 0F: 2 clusters Score -1.81678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181453 members 
Mstep: Class 2 contains 181943 members 
Entering Unmasked Estep 
Score: -17921288.000000 Penalty: 4161.055664
	Iteration 0F: 3 clusters Score -1.792129e+07 nChanged 177747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174052 members 
Mstep: Class 2 contains 189344 members 
Entering Unmasked Estep 
Score: -18028264.000000 Penalty: 4161.055664
	Iteration 1F: 3 clusters Score -1.802826e+07 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167283 members 
Mstep: Class 2 contains 196113 members 
Entering Unmasked Estep 
Score: -18030786.000000 Penalty: 4161.055664
	Iteration 2Q: 3 clusters Score -1.803079e+07 nChanged 14239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156358 members 
Mstep: Class 2 contains 207038 members 
Entering Unmasked Estep 
Score: -18035692.000000 Penalty: 4161.055664
	Iteration 3Q: 3 clusters Score -1.803569e+07 nChanged 19488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139692 members 
Mstep: Class 2 contains 223704 members 
Entering Unmasked Estep 
Score: -18045048.000000 Penalty: 4161.055664
	Iteration 4F: 3 clusters Score -1.804505e+07 nChanged 25469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116605 members 
Mstep: Class 2 contains 246791 members 
Entering Unmasked Estep 
Score: -18061080.000000 Penalty: 4161.055664
	Iteration 5F: 3 clusters Score -1.806108e+07 nChanged 29631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 274774 members 
Entering Unmasked Estep 
Score: -18083918.000000 Penalty: 4161.055664
	Iteration 6F: 3 clusters Score -1.808392e+07 nChanged 30232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59322 members 
Mstep: Class 2 contains 304074 members 
Entering Unmasked Estep 
Score: -18110094.000000 Penalty: 4161.055664
	Iteration 7F: 3 clusters Score -1.811009e+07 nChanged 25666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 329460 members 
Entering Unmasked Estep 
Score: -18134484.000000 Penalty: 4161.055664
	Iteration 8F: 3 clusters Score -1.813448e+07 nChanged 17948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 347352 members 
Entering Unmasked Estep 
Score: -18151944.000000 Penalty: 4161.055664
	Iteration 9Q: 3 clusters Score -1.815194e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 356991 members 
Entering Unmasked Estep 
Score: -18160994.000000 Penalty: 4161.055664
	Iteration 10Q: 3 clusters Score -1.816099e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 360868 members 
Entering Unmasked Estep 
Score: -18164126.000000 Penalty: 4161.055664
	Iteration 11Q: 3 clusters Score -1.816413e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 362241 members 
Entering Unmasked Estep 
Score: -18165230.000000 Penalty: 4161.055664
	Iteration 12Q: 3 clusters Score -1.816523e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 362746 members 
Entering Unmasked Estep 
Score: -18165594.000000 Penalty: 4161.055664
	Iteration 13Q: 3 clusters Score -1.816559e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 362933 members 
Entering Unmasked Estep 
Score: -18165752.000000 Penalty: 4161.055664
	Iteration 14Q: 3 clusters Score -1.816575e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 363012 members 
Entering Unmasked Estep 
Score: -18165852.000000 Penalty: 4161.055664
	Iteration 15Q: 3 clusters Score -1.816585e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 363051 members 
Entering Unmasked Estep 
Score: -18165892.000000 Penalty: 4161.055664
	Iteration 16Q: 3 clusters Score -1.816589e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 363072 members 
Entering Unmasked Estep 
Score: -18165884.000000 Penalty: 4161.055664
	Iteration 17Q: 3 clusters Score -1.816588e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 363080 members 
Entering Unmasked Estep 
Score: -18165918.000000 Penalty: 4161.055664
	Iteration 18Q: 3 clusters Score -1.816592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 363085 members 
Entering Unmasked Estep 
Score: -18165912.000000 Penalty: 4161.055664
	Iteration 19Q: 3 clusters Score -1.816591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 363086 members 
Entering Unmasked Estep 
Score: -18165912.000000 Penalty: 4161.055664
	Iteration 20F: 3 clusters Score -1.816591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 363093 members 
Entering Unmasked Estep 
Score: -18165916.000000 Penalty: 4161.055664
	Iteration 21Q: 3 clusters Score -1.816592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 363091 members 
Entering Unmasked Estep 
Score: -18165922.000000 Penalty: 4161.055664
	Iteration 22Q: 3 clusters Score -1.816592e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 363093 members 
Entering Unmasked Estep 
Score: -18165910.000000 Penalty: 4161.055664
	Iteration 23Q: 3 clusters Score -1.816591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 363094 members 
Entering Unmasked Estep 
Score: -18165904.000000 Penalty: 4161.055664
	Iteration 24Q: 3 clusters Score -1.81659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 363093 members 
Entering Unmasked Estep 
Score: -18165920.000000 Penalty: 4161.055664
	Iteration 25Q: 3 clusters Score -1.816592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 363093 members 
Entering Unmasked Estep 
Score: -18165920.000000 Penalty: 4161.055664
	Iteration 26F: 3 clusters Score -1.816592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Entering Unmasked Estep 
Score: -555917.812500 Penalty: 1519.716309
	Iteration 0F: 2 clusters Score -555917.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -547779.750000 Penalty: 3039.432617
	Iteration 0F: 3 clusters Score -547779.8 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -550423.812500 Penalty: 3039.432617
	Iteration 1F: 3 clusters Score -550423.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -550632.500000 Penalty: 3039.432617
	Iteration 2F: 3 clusters Score -550632.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -550799.875000 Penalty: 3039.432617
	Iteration 3Q: 3 clusters Score -550799.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -551003.187500 Penalty: 3039.432617
	Iteration 4Q: 3 clusters Score -551003.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -551242.750000 Penalty: 3039.432617
	Iteration 5Q: 3 clusters Score -551242.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -551542.125000 Penalty: 3039.432617
	Iteration 6Q: 3 clusters Score -551542.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -551919.750000 Penalty: 3039.432617
	Iteration 7F: 3 clusters Score -551919.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -552430.687500 Penalty: 3039.432617
	Iteration 8F: 3 clusters Score -552430.7 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -552983.375000 Penalty: 3039.432617
	Iteration 9F: 3 clusters Score -552983.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -553492.250000 Penalty: 3039.432617
	Iteration 10F: 3 clusters Score -553492.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -553856.625000 Penalty: 3039.432617
	Iteration 11Q: 3 clusters Score -553856.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -554140.875000 Penalty: 3039.432617
	Iteration 12Q: 3 clusters Score -554140.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -554333.375000 Penalty: 3039.432617
	Iteration 13Q: 3 clusters Score -554333.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -554463.187500 Penalty: 3039.432617
	Iteration 14Q: 3 clusters Score -554463.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -554572.500000 Penalty: 3039.432617
	Iteration 15Q: 3 clusters Score -554572.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -554677.125000 Penalty: 3039.432617
	Iteration 16Q: 3 clusters Score -554677.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -554772.125000 Penalty: 3039.432617
	Iteration 17Q: 3 clusters Score -554772.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -554856.375000 Penalty: 3039.432617
	Iteration 18Q: 3 clusters Score -554856.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -554943.625000 Penalty: 3039.432617
	Iteration 19Q: 3 clusters Score -554943.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -554984.937500 Penalty: 3039.432617
	Iteration 20F: 3 clusters Score -554984.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -555008.312500 Penalty: 3039.432617
	Iteration 21Q: 3 clusters Score -555008.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -555027.500000 Penalty: 3039.432617
	Iteration 22Q: 3 clusters Score -555027.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -555041.625000 Penalty: 3039.432617
	Iteration 23Q: 3 clusters Score -555041.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -555055.312500 Penalty: 3039.432617
	Iteration 24Q: 3 clusters Score -555055.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -555060.312500 Penalty: 3039.432617
	Iteration 25Q: 3 clusters Score -555060.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -555066.437500 Penalty: 3039.432617
	Iteration 26Q: 3 clusters Score -555066.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -555068.500000 Penalty: 3039.432617
	Iteration 27Q: 3 clusters Score -555068.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -555070.000000 Penalty: 3039.432617
	Iteration 28Q: 3 clusters Score -555070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -555072.625000 Penalty: 3039.432617
	Iteration 29Q: 3 clusters Score -555072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -555072.812500 Penalty: 3039.432617
	Iteration 30Q: 3 clusters Score -555072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -555072.937500 Penalty: 3039.432617
	Iteration 31Q: 3 clusters Score -555072.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -555072.937500 Penalty: 3039.432617
	Iteration 32F: 3 clusters Score -555072.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Entering Unmasked Estep 
Score: -357353.281250 Penalty: 1452.809692
	Iteration 0F: 2 clusters Score -357353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -351681.593750 Penalty: 2905.619385
	Iteration 0F: 3 clusters Score -351681.6 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -353502.218750 Penalty: 2905.619385
	Iteration 1F: 3 clusters Score -353502.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -353780.468750 Penalty: 2905.619385
	Iteration 2F: 3 clusters Score -353780.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -354005.281250 Penalty: 2905.619385
	Iteration 3F: 3 clusters Score -354005.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -354207.250000 Penalty: 2905.619385
	Iteration 4Q: 3 clusters Score -354207.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -354387.718750 Penalty: 2905.619385
	Iteration 5Q: 3 clusters Score -354387.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -354551.125000 Penalty: 2905.619385
	Iteration 6Q: 3 clusters Score -354551.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -354689.281250 Penalty: 2905.619385
	Iteration 7Q: 3 clusters Score -354689.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -354808.906250 Penalty: 2905.619385
	Iteration 8Q: 3 clusters Score -354808.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -354916.750000 Penalty: 2905.619385
	Iteration 9Q: 3 clusters Score -354916.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -354998.593750 Penalty: 2905.619385
	Iteration 10Q: 3 clusters Score -354998.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -355080.593750 Penalty: 2905.619385
	Iteration 11Q: 3 clusters Score -355080.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -355134.281250 Penalty: 2905.619385
	Iteration 12Q: 3 clusters Score -355134.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -355184.875000 Penalty: 2905.619385
	Iteration 13Q: 3 clusters Score -355184.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -355232.031250 Penalty: 2905.619385
	Iteration 14Q: 3 clusters Score -355232 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -355267.312500 Penalty: 2905.619385
	Iteration 15Q: 3 clusters Score -355267.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -355294.250000 Penalty: 2905.619385
	Iteration 16Q: 3 clusters Score -355294.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -355315.312500 Penalty: 2905.619385
	Iteration 17Q: 3 clusters Score -355315.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -355328.625000 Penalty: 2905.619385
	Iteration 18Q: 3 clusters Score -355328.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -355341.875000 Penalty: 2905.619385
	Iteration 19Q: 3 clusters Score -355341.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -355355.062500 Penalty: 2905.619385
	Iteration 20F: 3 clusters Score -355355.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -355366.656250 Penalty: 2905.619385
	Iteration 21Q: 3 clusters Score -355366.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -355376.812500 Penalty: 2905.619385
	Iteration 22Q: 3 clusters Score -355376.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -355383.625000 Penalty: 2905.619385
	Iteration 23Q: 3 clusters Score -355383.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -355389.250000 Penalty: 2905.619385
	Iteration 24Q: 3 clusters Score -355389.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -355397.750000 Penalty: 2905.619385
	Iteration 25Q: 3 clusters Score -355397.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -355404.625000 Penalty: 2905.619385
	Iteration 26Q: 3 clusters Score -355404.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -355411.968750 Penalty: 2905.619385
	Iteration 27Q: 3 clusters Score -355412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -355415.656250 Penalty: 2905.619385
	Iteration 28Q: 3 clusters Score -355415.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -355417.156250 Penalty: 2905.619385
	Iteration 29Q: 3 clusters Score -355417.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -355418.625000 Penalty: 2905.619385
	Iteration 30Q: 3 clusters Score -355418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -355421.468750 Penalty: 2905.619385
	Iteration 31Q: 3 clusters Score -355421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -355420.218750 Penalty: 2905.619385
	Iteration 32Q: 3 clusters Score -355420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -355421.031250 Penalty: 2905.619385
	Iteration 33Q: 3 clusters Score -355421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -355422.093750 Penalty: 2905.619385
	Iteration 34Q: 3 clusters Score -355422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -355422.937500 Penalty: 2905.619385
	Iteration 35Q: 3 clusters Score -355422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -355422.187500 Penalty: 2905.619385
	Iteration 36Q: 3 clusters Score -355422.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -355422.625000 Penalty: 2905.619385
	Iteration 37Q: 3 clusters Score -355422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -355423.093750 Penalty: 2905.619385
	Iteration 38Q: 3 clusters Score -355423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -355423.656250 Penalty: 2905.619385
	Iteration 39Q: 3 clusters Score -355423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -355423.562500 Penalty: 2905.619385
	Iteration 40F: 3 clusters Score -355423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -111137.351562 Penalty: 1265.247192
	Iteration 0F: 2 clusters Score -111137.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -108808.164062 Penalty: 2530.494385
	Iteration 0F: 3 clusters Score -108808.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -109286.500000 Penalty: 2530.494385
	Iteration 1F: 3 clusters Score -109286.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -109401.187500 Penalty: 2530.494385
	Iteration 2F: 3 clusters Score -109401.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -109475.148438 Penalty: 2530.494385
	Iteration 3Q: 3 clusters Score -109475.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -109520.468750 Penalty: 2530.494385
	Iteration 4Q: 3 clusters Score -109520.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -109552.585938 Penalty: 2530.494385
	Iteration 5Q: 3 clusters Score -109552.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -109570.414062 Penalty: 2530.494385
	Iteration 6Q: 3 clusters Score -109570.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -109583.296875 Penalty: 2530.494385
	Iteration 7Q: 3 clusters Score -109583.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -109593.625000 Penalty: 2530.494385
	Iteration 8Q: 3 clusters Score -109593.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -109603.171875 Penalty: 2530.494385
	Iteration 9Q: 3 clusters Score -109603.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -109610.601562 Penalty: 2530.494385
	Iteration 10Q: 3 clusters Score -109610.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -109615.960938 Penalty: 2530.494385
	Iteration 11Q: 3 clusters Score -109616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -109619.656250 Penalty: 2530.494385
	Iteration 12Q: 3 clusters Score -109619.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -109625.828125 Penalty: 2530.494385
	Iteration 13Q: 3 clusters Score -109625.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -109629.882812 Penalty: 2530.494385
	Iteration 14Q: 3 clusters Score -109629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -109637.492188 Penalty: 2530.494385
	Iteration 15Q: 3 clusters Score -109637.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -109649.539062 Penalty: 2530.494385
	Iteration 16Q: 3 clusters Score -109649.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -109656.898438 Penalty: 2530.494385
	Iteration 17Q: 3 clusters Score -109656.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -109666.000000 Penalty: 2530.494385
	Iteration 18Q: 3 clusters Score -109666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -109674.171875 Penalty: 2530.494385
	Iteration 19Q: 3 clusters Score -109674.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -109680.328125 Penalty: 2530.494385
	Iteration 20F: 3 clusters Score -109680.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -109691.226562 Penalty: 2530.494385
	Iteration 21Q: 3 clusters Score -109691.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -109703.828125 Penalty: 2530.494385
	Iteration 22Q: 3 clusters Score -109703.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -109712.843750 Penalty: 2530.494385
	Iteration 23Q: 3 clusters Score -109712.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -109725.109375 Penalty: 2530.494385
	Iteration 24Q: 3 clusters Score -109725.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -109735.109375 Penalty: 2530.494385
	Iteration 25Q: 3 clusters Score -109735.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -109740.531250 Penalty: 2530.494385
	Iteration 26Q: 3 clusters Score -109740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -109744.554688 Penalty: 2530.494385
	Iteration 27Q: 3 clusters Score -109744.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -109747.015625 Penalty: 2530.494385
	Iteration 28Q: 3 clusters Score -109747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -109752.781250 Penalty: 2530.494385
	Iteration 29Q: 3 clusters Score -109752.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -109758.695312 Penalty: 2530.494385
	Iteration 30Q: 3 clusters Score -109758.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -109768.601562 Penalty: 2530.494385
	Iteration 31Q: 3 clusters Score -109768.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -109778.617188 Penalty: 2530.494385
	Iteration 32Q: 3 clusters Score -109778.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -109784.882812 Penalty: 2530.494385
	Iteration 33Q: 3 clusters Score -109784.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -109789.429688 Penalty: 2530.494385
	Iteration 34Q: 3 clusters Score -109789.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -109793.546875 Penalty: 2530.494385
	Iteration 35Q: 3 clusters Score -109793.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -109799.804688 Penalty: 2530.494385
	Iteration 36Q: 3 clusters Score -109799.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -109806.507812 Penalty: 2530.494385
	Iteration 37Q: 3 clusters Score -109806.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -109813.765625 Penalty: 2530.494385
	Iteration 38Q: 3 clusters Score -109813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -109821.156250 Penalty: 2530.494385
	Iteration 39Q: 3 clusters Score -109821.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -109825.046875 Penalty: 2530.494385
	Iteration 40F: 3 clusters Score -109825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -109828.414062 Penalty: 2530.494385
	Iteration 41Q: 3 clusters Score -109828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -109833.429688 Penalty: 2530.494385
	Iteration 42Q: 3 clusters Score -109833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -109837.578125 Penalty: 2530.494385
	Iteration 43Q: 3 clusters Score -109837.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -109840.921875 Penalty: 2530.494385
	Iteration 44Q: 3 clusters Score -109840.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -109842.843750 Penalty: 2530.494385
	Iteration 45Q: 3 clusters Score -109842.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -109843.609375 Penalty: 2530.494385
	Iteration 46Q: 3 clusters Score -109843.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -109844.125000 Penalty: 2530.494385
	Iteration 47Q: 3 clusters Score -109844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -109845.000000 Penalty: 2530.494385
	Iteration 48Q: 3 clusters Score -109845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -109845.695312 Penalty: 2530.494385
	Iteration 49Q: 3 clusters Score -109845.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -109847.531250 Penalty: 2530.494385
	Iteration 50Q: 3 clusters Score -109847.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -109849.414062 Penalty: 2530.494385
	Iteration 51Q: 3 clusters Score -109849.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -109853.546875 Penalty: 2530.494385
	Iteration 52Q: 3 clusters Score -109853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -109856.273438 Penalty: 2530.494385
	Iteration 53Q: 3 clusters Score -109856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -109858.125000 Penalty: 2530.494385
	Iteration 54Q: 3 clusters Score -109858.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -109859.046875 Penalty: 2530.494385
	Iteration 55Q: 3 clusters Score -109859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -109860.007812 Penalty: 2530.494385
	Iteration 56Q: 3 clusters Score -109860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -109861.320312 Penalty: 2530.494385
	Iteration 57Q: 3 clusters Score -109861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -109861.859375 Penalty: 2530.494385
	Iteration 58Q: 3 clusters Score -109861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -109861.859375 Penalty: 2530.494385
	Iteration 59F: 3 clusters Score -109861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -361752.343750 Penalty: 1440.130615
	Iteration 0F: 2 clusters Score -361752.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -356458.562500 Penalty: 2880.261230
	Iteration 0F: 3 clusters Score -356458.6 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -358020.406250 Penalty: 2880.261230
	Iteration 1F: 3 clusters Score -358020.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -358232.562500 Penalty: 2880.261230
	Iteration 2F: 3 clusters Score -358232.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -358380.937500 Penalty: 2880.261230
	Iteration 3F: 3 clusters Score -358380.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -358478.281250 Penalty: 2880.261230
	Iteration 4Q: 3 clusters Score -358478.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -358557.406250 Penalty: 2880.261230
	Iteration 5Q: 3 clusters Score -358557.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -358642.531250 Penalty: 2880.261230
	Iteration 6Q: 3 clusters Score -358642.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -358722.656250 Penalty: 2880.261230
	Iteration 7Q: 3 clusters Score -358722.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -358814.750000 Penalty: 2880.261230
	Iteration 8Q: 3 clusters Score -358814.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -358917.312500 Penalty: 2880.261230
	Iteration 9Q: 3 clusters Score -358917.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -359036.812500 Penalty: 2880.261230
	Iteration 10Q: 3 clusters Score -359036.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -359164.531250 Penalty: 2880.261230
	Iteration 11Q: 3 clusters Score -359164.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -359309.625000 Penalty: 2880.261230
	Iteration 12Q: 3 clusters Score -359309.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -359461.750000 Penalty: 2880.261230
	Iteration 13Q: 3 clusters Score -359461.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -359625.250000 Penalty: 2880.261230
	Iteration 14Q: 3 clusters Score -359625.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -359751.468750 Penalty: 2880.261230
	Iteration 15Q: 3 clusters Score -359751.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -359879.312500 Penalty: 2880.261230
	Iteration 16Q: 3 clusters Score -359879.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -359988.656250 Penalty: 2880.261230
	Iteration 17Q: 3 clusters Score -359988.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -360073.687500 Penalty: 2880.261230
	Iteration 18Q: 3 clusters Score -360073.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -360150.593750 Penalty: 2880.261230
	Iteration 19Q: 3 clusters Score -360150.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -360220.718750 Penalty: 2880.261230
	Iteration 20F: 3 clusters Score -360220.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -360280.156250 Penalty: 2880.261230
	Iteration 21Q: 3 clusters Score -360280.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -360328.500000 Penalty: 2880.261230
	Iteration 22Q: 3 clusters Score -360328.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -360373.875000 Penalty: 2880.261230
	Iteration 23Q: 3 clusters Score -360373.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -360401.125000 Penalty: 2880.261230
	Iteration 24Q: 3 clusters Score -360401.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -360423.218750 Penalty: 2880.261230
	Iteration 25Q: 3 clusters Score -360423.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -360442.281250 Penalty: 2880.261230
	Iteration 26Q: 3 clusters Score -360442.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -360462.500000 Penalty: 2880.261230
	Iteration 27Q: 3 clusters Score -360462.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -360477.062500 Penalty: 2880.261230
	Iteration 28Q: 3 clusters Score -360477.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -360483.718750 Penalty: 2880.261230
	Iteration 29Q: 3 clusters Score -360483.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -360489.843750 Penalty: 2880.261230
	Iteration 30Q: 3 clusters Score -360489.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -360497.656250 Penalty: 2880.261230
	Iteration 31Q: 3 clusters Score -360497.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -360505.187500 Penalty: 2880.261230
	Iteration 32Q: 3 clusters Score -360505.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -360513.593750 Penalty: 2880.261230
	Iteration 33Q: 3 clusters Score -360513.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -360522.062500 Penalty: 2880.261230
	Iteration 34Q: 3 clusters Score -360522.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -360526.406250 Penalty: 2880.261230
	Iteration 35Q: 3 clusters Score -360526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -360529.218750 Penalty: 2880.261230
	Iteration 36Q: 3 clusters Score -360529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -360534.937500 Penalty: 2880.261230
	Iteration 37Q: 3 clusters Score -360534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -360540.812500 Penalty: 2880.261230
	Iteration 38Q: 3 clusters Score -360540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -360545.250000 Penalty: 2880.261230
	Iteration 39Q: 3 clusters Score -360545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -360547.562500 Penalty: 2880.261230
	Iteration 40F: 3 clusters Score -360547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -360550.281250 Penalty: 2880.261230
	Iteration 41Q: 3 clusters Score -360550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -360550.937500 Penalty: 2880.261230
	Iteration 42Q: 3 clusters Score -360550.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -360550.937500 Penalty: 2880.261230
	Iteration 43F: 3 clusters Score -360550.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Entering Unmasked Estep 
Score: -1623214.375000 Penalty: 1684.801270
	Iteration 0F: 2 clusters Score -1623214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1601881.250000 Penalty: 3369.602539
	Iteration 0F: 3 clusters Score -1601881 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -1610137.750000 Penalty: 3369.602539
	Iteration 1F: 3 clusters Score -1610138 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1610720.750000 Penalty: 3369.602539
	Iteration 2Q: 3 clusters Score -1610721 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -1611425.000000 Penalty: 3369.602539
	Iteration 3F: 3 clusters Score -1611425 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -1612311.125000 Penalty: 3369.602539
	Iteration 4F: 3 clusters Score -1612311 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -1613575.625000 Penalty: 3369.602539
	Iteration 5F: 3 clusters Score -1613576 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -1615329.625000 Penalty: 3369.602539
	Iteration 6F: 3 clusters Score -1615330 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -1617213.000000 Penalty: 3369.602539
	Iteration 7F: 3 clusters Score -1617213 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -1618749.375000 Penalty: 3369.602539
	Iteration 8F: 3 clusters Score -1618749 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -1619846.625000 Penalty: 3369.602539
	Iteration 9Q: 3 clusters Score -1619847 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -1620469.750000 Penalty: 3369.602539
	Iteration 10Q: 3 clusters Score -1620470 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -1620780.250000 Penalty: 3369.602539
	Iteration 11Q: 3 clusters Score -1620780 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -1620930.375000 Penalty: 3369.602539
	Iteration 12Q: 3 clusters Score -1620930 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -1621021.750000 Penalty: 3369.602539
	Iteration 13Q: 3 clusters Score -1621022 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -1621096.875000 Penalty: 3369.602539
	Iteration 14Q: 3 clusters Score -1621097 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -1621159.000000 Penalty: 3369.602539
	Iteration 15Q: 3 clusters Score -1621159 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -1621196.500000 Penalty: 3369.602539
	Iteration 16Q: 3 clusters Score -1621196 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -1621232.125000 Penalty: 3369.602539
	Iteration 17Q: 3 clusters Score -1621232 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -1621258.125000 Penalty: 3369.602539
	Iteration 18Q: 3 clusters Score -1621258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -1621290.000000 Penalty: 3369.602539
	Iteration 19Q: 3 clusters Score -1621290 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -1621306.375000 Penalty: 3369.602539
	Iteration 20F: 3 clusters Score -1621306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -1621327.375000 Penalty: 3369.602539
	Iteration 21Q: 3 clusters Score -1621327 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -1621342.625000 Penalty: 3369.602539
	Iteration 22Q: 3 clusters Score -1621343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -1621364.000000 Penalty: 3369.602539
	Iteration 23Q: 3 clusters Score -1621364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -1621380.250000 Penalty: 3369.602539
	Iteration 24Q: 3 clusters Score -1621380 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -1621392.875000 Penalty: 3369.602539
	Iteration 25Q: 3 clusters Score -1621393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -1621400.250000 Penalty: 3369.602539
	Iteration 26Q: 3 clusters Score -1621400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -1621422.875000 Penalty: 3369.602539
	Iteration 27Q: 3 clusters Score -1621423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -1621433.750000 Penalty: 3369.602539
	Iteration 28Q: 3 clusters Score -1621434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -1621443.000000 Penalty: 3369.602539
	Iteration 29Q: 3 clusters Score -1621443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -1621451.000000 Penalty: 3369.602539
	Iteration 30Q: 3 clusters Score -1621451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -1621459.000000 Penalty: 3369.602539
	Iteration 31Q: 3 clusters Score -1621459 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -1621470.250000 Penalty: 3369.602539
	Iteration 32Q: 3 clusters Score -1621470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -1621475.625000 Penalty: 3369.602539
	Iteration 33Q: 3 clusters Score -1621476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -1621498.125000 Penalty: 3369.602539
	Iteration 34Q: 3 clusters Score -1621498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -1621505.875000 Penalty: 3369.602539
	Iteration 35Q: 3 clusters Score -1621506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -1621511.125000 Penalty: 3369.602539
	Iteration 36Q: 3 clusters Score -1621511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -1621520.000000 Penalty: 3369.602539
	Iteration 37Q: 3 clusters Score -1621520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -1621525.250000 Penalty: 3369.602539
	Iteration 38Q: 3 clusters Score -1621525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -1621532.125000 Penalty: 3369.602539
	Iteration 39Q: 3 clusters Score -1621532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -1621538.250000 Penalty: 3369.602539
	Iteration 40F: 3 clusters Score -1621538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -1621542.750000 Penalty: 3369.602539
	Iteration 41Q: 3 clusters Score -1621543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -1621543.375000 Penalty: 3369.602539
	Iteration 42Q: 3 clusters Score -1621543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -1621544.625000 Penalty: 3369.602539
	Iteration 43Q: 3 clusters Score -1621545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -1621547.500000 Penalty: 3369.602539
	Iteration 44Q: 3 clusters Score -1621548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -1621549.875000 Penalty: 3369.602539
	Iteration 45Q: 3 clusters Score -1621550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -1621552.250000 Penalty: 3369.602539
	Iteration 46Q: 3 clusters Score -1621552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -1621553.875000 Penalty: 3369.602539
	Iteration 47Q: 3 clusters Score -1621554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -1621559.250000 Penalty: 3369.602539
	Iteration 48Q: 3 clusters Score -1621559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -1621564.875000 Penalty: 3369.602539
	Iteration 49Q: 3 clusters Score -1621565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -1621567.375000 Penalty: 3369.602539
	Iteration 50Q: 3 clusters Score -1621567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -1621572.500000 Penalty: 3369.602539
	Iteration 51Q: 3 clusters Score -1621572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -1621576.000000 Penalty: 3369.602539
	Iteration 52Q: 3 clusters Score -1621576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -1621580.250000 Penalty: 3369.602539
	Iteration 53Q: 3 clusters Score -1621580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -1621584.125000 Penalty: 3369.602539
	Iteration 54Q: 3 clusters Score -1621584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -1621583.625000 Penalty: 3369.602539
	Iteration 55Q: 3 clusters Score -1621584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -1621586.000000 Penalty: 3369.602539
	Iteration 56Q: 3 clusters Score -1621586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -1621588.000000 Penalty: 3369.602539
	Iteration 57Q: 3 clusters Score -1621588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -1621589.875000 Penalty: 3369.602539
	Iteration 58Q: 3 clusters Score -1621590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -1621592.250000 Penalty: 3369.602539
	Iteration 59Q: 3 clusters Score -1621592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -1621596.750000 Penalty: 3369.602539
	Iteration 60F: 3 clusters Score -1621597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -1621600.000000 Penalty: 3369.602539
	Iteration 61Q: 3 clusters Score -1621600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -1621601.250000 Penalty: 3369.602539
	Iteration 62Q: 3 clusters Score -1621601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -1621602.875000 Penalty: 3369.602539
	Iteration 63Q: 3 clusters Score -1621603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -1621608.500000 Penalty: 3369.602539
	Iteration 64Q: 3 clusters Score -1621608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -1621613.250000 Penalty: 3369.602539
	Iteration 65Q: 3 clusters Score -1621613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -1621614.875000 Penalty: 3369.602539
	Iteration 66Q: 3 clusters Score -1621615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -1621619.250000 Penalty: 3369.602539
	Iteration 67Q: 3 clusters Score -1621619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -1621625.125000 Penalty: 3369.602539
	Iteration 68Q: 3 clusters Score -1621625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -1621628.625000 Penalty: 3369.602539
	Iteration 69Q: 3 clusters Score -1621629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -1621632.250000 Penalty: 3369.602539
	Iteration 70Q: 3 clusters Score -1621632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -1621630.375000 Penalty: 3369.602539
	Iteration 71Q: 3 clusters Score -1621630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -1621630.250000 Penalty: 3369.602539
	Iteration 72Q: 3 clusters Score -1621630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -1621633.125000 Penalty: 3369.602539
	Iteration 73Q: 3 clusters Score -1621633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -1621635.500000 Penalty: 3369.602539
	Iteration 74Q: 3 clusters Score -1621636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -1621637.500000 Penalty: 3369.602539
	Iteration 75Q: 3 clusters Score -1621638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -1621638.125000 Penalty: 3369.602539
	Iteration 76Q: 3 clusters Score -1621638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -1621641.250000 Penalty: 3369.602539
	Iteration 77Q: 3 clusters Score -1621641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -1621641.875000 Penalty: 3369.602539
	Iteration 78Q: 3 clusters Score -1621642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -1621641.375000 Penalty: 3369.602539
	Iteration 79Q: 3 clusters Score -1621641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -1621641.375000 Penalty: 3369.602539
	Iteration 80F: 3 clusters Score -1621641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48117 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6386 members 
Mstep: Class 13 contains 56219 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363396 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198922.000000 Penalty: 38844.960938
Iteration 279Q: 19 clusters Score -2.819892e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48128 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6381 members 
Mstep: Class 13 contains 56225 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363393 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198902.000000 Penalty: 38844.960938
Iteration 280F: 19 clusters Score -2.81989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4586 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48139 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6379 members 
Mstep: Class 13 contains 56228 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363389 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198898.000000 Penalty: 38844.960938
Iteration 281Q: 19 clusters Score -2.81989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6280 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4570 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48162 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6376 members 
Mstep: Class 13 contains 56230 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363382 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198898.000000 Penalty: 38844.960938
Iteration 282Q: 19 clusters Score -2.81989e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48183 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6373 members 
Mstep: Class 13 contains 56228 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363381 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198896.000000 Penalty: 38844.960938
Iteration 283Q: 19 clusters Score -2.81989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6278 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48199 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6373 members 
Mstep: Class 13 contains 56224 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363378 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198912.000000 Penalty: 38844.960938
Iteration 284Q: 19 clusters Score -2.819891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48214 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6372 members 
Mstep: Class 13 contains 56227 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363375 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198912.000000 Penalty: 38844.960938
Iteration 285Q: 19 clusters Score -2.819891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3230 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4527 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48230 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6371 members 
Mstep: Class 13 contains 56228 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363369 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7634 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7061 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198920.000000 Penalty: 38844.960938
Iteration 286Q: 19 clusters Score -2.819892e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4512 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48249 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6370 members 
Mstep: Class 13 contains 56229 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363365 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7062 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198882.000000 Penalty: 38844.960938
Iteration 287Q: 19 clusters Score -2.819888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6275 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48272 members 
Mstep: Class 11 contains 17321 members 
Mstep: Class 12 contains 6370 members 
Mstep: Class 13 contains 56226 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363362 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7631 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7060 members 
Mstep: Class 20 contains 31825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198860.000000 Penalty: 38844.960938
Iteration 288Q: 19 clusters Score -2.819886e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6276 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48294 members 
Mstep: Class 11 contains 17320 members 
Mstep: Class 12 contains 6369 members 
Mstep: Class 13 contains 56224 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363358 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 31823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198892.000000 Penalty: 38844.960938
Iteration 289Q: 19 clusters Score -2.819889e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 9 contains 14277 members 
Mstep: Class 10 contains 48309 members 
Mstep: Class 11 contains 17320 members 
Mstep: Class 12 contains 6367 members 
Mstep: Class 13 contains 56223 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363355 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7640 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7054 members 
Mstep: Class 20 contains 31821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198942.000000 Penalty: 38844.960938
Iteration 290Q: 19 clusters Score -2.819894e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4463 members 
Mstep: Class 9 contains 14276 members 
Mstep: Class 10 contains 48325 members 
Mstep: Class 11 contains 17318 members 
Mstep: Class 12 contains 6365 members 
Mstep: Class 13 contains 56217 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363355 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 7641 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 7054 members 
Mstep: Class 20 contains 31820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198942.000000 Penalty: 38844.960938
Iteration 291Q: 19 clusters Score -2.819894e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3231 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4458 members 
Mstep: Class 9 contains 14275 members 
Mstep: Class 10 contains 48346 members 
Mstep: Class 11 contains 17314 members 
Mstep: Class 12 contains 6363 members 
Mstep: Class 13 contains 56206 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363355 members 
Mstep: Class 16 contains 11525 members 
Mstep: Class 17 contains 7645 members 
Mstep: Class 18 contains 2408 members 
Mstep: Class 19 contains 7054 members 
Mstep: Class 20 contains 31817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198928.000000 Penalty: 38844.960938
Iteration 292Q: 19 clusters Score -2.819893e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3232 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 9 contains 14275 members 
Mstep: Class 10 contains 48360 members 
Mstep: Class 11 contains 17306 members 
Mstep: Class 12 contains 6362 members 
Mstep: Class 13 contains 56202 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363350 members 
Mstep: Class 16 contains 11525 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7055 members 
Mstep: Class 20 contains 31816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198914.000000 Penalty: 38844.960938
Iteration 293Q: 19 clusters Score -2.819891e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3233 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4454 members 
Mstep: Class 9 contains 14273 members 
Mstep: Class 10 contains 48375 members 
Mstep: Class 11 contains 17299 members 
Mstep: Class 12 contains 6360 members 
Mstep: Class 13 contains 56196 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363345 members 
Mstep: Class 16 contains 11525 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7056 members 
Mstep: Class 20 contains 31816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198924.000000 Penalty: 38844.960938
Iteration 294Q: 19 clusters Score -2.819892e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3234 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4452 members 
Mstep: Class 9 contains 14270 members 
Mstep: Class 10 contains 48387 members 
Mstep: Class 11 contains 17292 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 13 contains 56190 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363351 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 7656 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7056 members 
Mstep: Class 20 contains 31814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198946.000000 Penalty: 38844.960938
Iteration 295Q: 19 clusters Score -2.819895e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3235 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4449 members 
Mstep: Class 9 contains 14268 members 
Mstep: Class 10 contains 48398 members 
Mstep: Class 11 contains 17292 members 
Mstep: Class 12 contains 6357 members 
Mstep: Class 13 contains 56182 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363355 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7662 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7055 members 
Mstep: Class 20 contains 31809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198942.000000 Penalty: 38844.960938
Iteration 296Q: 19 clusters Score -2.819894e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3237 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 555 members 
Mstep: Class 7 contains 4442 members 
Mstep: Class 9 contains 14267 members 
Mstep: Class 10 contains 48415 members 
Mstep: Class 11 contains 17285 members 
Mstep: Class 12 contains 6353 members 
Mstep: Class 13 contains 56178 members 
Mstep: Class 14 contains 1441 members 
Mstep: Class 15 contains 363363 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 7663 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7054 members 
Mstep: Class 20 contains 31804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198932.000000 Penalty: 38844.960938
Iteration 297Q: 19 clusters Score -2.819893e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3239 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 554 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 9 contains 14266 members 
Mstep: Class 10 contains 48426 members 
Mstep: Class 11 contains 17283 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 56178 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363363 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 7668 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7054 members 
Mstep: Class 20 contains 31801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198950.000000 Penalty: 38844.960938
Iteration 298Q: 19 clusters Score -2.819895e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 3240 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4434 members 
Mstep: Class 9 contains 14263 members 
Mstep: Class 10 contains 48432 members 
Mstep: Class 11 contains 17273 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 13 contains 56182 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363372 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 7671 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7054 members 
Mstep: Class 20 contains 31799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198952.000000 Penalty: 38844.960938
Iteration 299Q: 19 clusters Score -2.819895e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 48438 members 
Mstep: Class 11 contains 17266 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 56183 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363374 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 7675 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7055 members 
Mstep: Class 20 contains 31802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198972.000000 Penalty: 38844.960938
Iteration 300F: 19 clusters Score -2.819897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 9 contains 14260 members 
Mstep: Class 10 contains 48447 members 
Mstep: Class 11 contains 17262 members 
Mstep: Class 12 contains 6343 members 
Mstep: Class 13 contains 56180 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363379 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 7678 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 31797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198926.000000 Penalty: 38844.960938
Iteration 301Q: 19 clusters Score -2.819893e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4418 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 48454 members 
Mstep: Class 11 contains 17258 members 
Mstep: Class 12 contains 6343 members 
Mstep: Class 13 contains 56180 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363381 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7057 members 
Mstep: Class 20 contains 31793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198940.000000 Penalty: 38844.960938
Iteration 302Q: 19 clusters Score -2.819894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4413 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 48460 members 
Mstep: Class 11 contains 17254 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56183 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363387 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7056 members 
Mstep: Class 20 contains 31791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198912.000000 Penalty: 38844.960938
Iteration 303Q: 19 clusters Score -2.819891e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3241 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4410 members 
Mstep: Class 9 contains 14259 members 
Mstep: Class 10 contains 48472 members 
Mstep: Class 11 contains 17250 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56181 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363390 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7682 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7052 members 
Mstep: Class 20 contains 31790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198900.000000 Penalty: 38844.960938
Iteration 304Q: 19 clusters Score -2.81989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 48482 members 
Mstep: Class 11 contains 17245 members 
Mstep: Class 12 contains 6341 members 
Mstep: Class 13 contains 56182 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363390 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7683 members 
Mstep: Class 18 contains 2409 members 
Mstep: Class 19 contains 7052 members 
Mstep: Class 20 contains 31785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198920.000000 Penalty: 38844.960938
Iteration 305Q: 19 clusters Score -2.819892e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 3243 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 48485 members 
Mstep: Class 11 contains 17242 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56186 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363390 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 7052 members 
Mstep: Class 20 contains 31778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198970.000000 Penalty: 38844.960938
Iteration 306Q: 19 clusters Score -2.819897e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 48488 members 
Mstep: Class 11 contains 17240 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56191 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363390 members 
Mstep: Class 16 contains 11517 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 7050 members 
Mstep: Class 20 contains 31772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198942.000000 Penalty: 38844.960938
Iteration 307Q: 19 clusters Score -2.819894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 48486 members 
Mstep: Class 11 contains 17237 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56194 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363394 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7689 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 31767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198952.000000 Penalty: 38844.960938
Iteration 308Q: 19 clusters Score -2.819895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 48486 members 
Mstep: Class 11 contains 17232 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56197 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363396 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7692 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 31763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198952.000000 Penalty: 38844.960938
Iteration 309Q: 19 clusters Score -2.819895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 48486 members 
Mstep: Class 11 contains 17227 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56197 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363402 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 31759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198934.000000 Penalty: 38844.960938
Iteration 310Q: 19 clusters Score -2.819893e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14257 members 
Mstep: Class 10 contains 48486 members 
Mstep: Class 11 contains 17222 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56195 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363413 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 31755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198942.000000 Penalty: 38844.960938
Iteration 311Q: 19 clusters Score -2.819894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 48486 members 
Mstep: Class 11 contains 17218 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56196 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363416 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7697 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 31753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198940.000000 Penalty: 38844.960938
Iteration 312Q: 19 clusters Score -2.819894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 48487 members 
Mstep: Class 11 contains 17217 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56196 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363419 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 31751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198944.000000 Penalty: 38844.960938
Iteration 313Q: 19 clusters Score -2.819894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 48487 members 
Mstep: Class 11 contains 17216 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56196 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363420 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 31751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198944.000000 Penalty: 38844.960938
Iteration 314Q: 19 clusters Score -2.819894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 3245 members 
Mstep: Class 5 contains 6283 members 
Mstep: Class 6 contains 553 members 
Mstep: Class 7 contains 4407 members 
Mstep: Class 9 contains 14258 members 
Mstep: Class 10 contains 48487 members 
Mstep: Class 11 contains 17216 members 
Mstep: Class 12 contains 6342 members 
Mstep: Class 13 contains 56196 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 363420 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 31751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198944.000000 Penalty: 38844.960938
Iteration 315F: 19 clusters Score -2.819894e+07 nChanged 0
Entering ConstructFrom: 
Score: -28198944.000000 Penalty: 38844.960938
Entering ConstructFrom: 
Trying to split cluster 1 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -65062.265625 Penalty: 1190.977783
	Iteration 0F: 2 clusters Score -65062.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -63299.847656 Penalty: 2381.955566
	Iteration 0F: 3 clusters Score -63299.85 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -63669.242188 Penalty: 2381.955566
	Iteration 1F: 3 clusters Score -63669.24 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -63791.652344 Penalty: 2381.955566
	Iteration 2F: 3 clusters Score -63791.65 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -63859.003906 Penalty: 2381.955566
	Iteration 3Q: 3 clusters Score -63859 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -63906.832031 Penalty: 2381.955566
	Iteration 4Q: 3 clusters Score -63906.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -63955.269531 Penalty: 2381.955566
	Iteration 5Q: 3 clusters Score -63955.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -64008.578125 Penalty: 2381.955566
	Iteration 6Q: 3 clusters Score -64008.58 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -64066.460938 Penalty: 2381.955566
	Iteration 7Q: 3 clusters Score -64066.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -64111.144531 Penalty: 2381.955566
	Iteration 8Q: 3 clusters Score -64111.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -64150.214844 Penalty: 2381.955566
	Iteration 9Q: 3 clusters Score -64150.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -64175.339844 Penalty: 2381.955566
	Iteration 10Q: 3 clusters Score -64175.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -64198.058594 Penalty: 2381.955566
	Iteration 11Q: 3 clusters Score -64198.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -64214.003906 Penalty: 2381.955566
	Iteration 12Q: 3 clusters Score -64214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64232.113281 Penalty: 2381.955566
	Iteration 13Q: 3 clusters Score -64232.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64243.007812 Penalty: 2381.955566
	Iteration 14Q: 3 clusters Score -64243.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -64249.628906 Penalty: 2381.955566
	Iteration 15Q: 3 clusters Score -64249.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -64255.089844 Penalty: 2381.955566
	Iteration 16Q: 3 clusters Score -64255.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -64259.671875 Penalty: 2381.955566
	Iteration 17Q: 3 clusters Score -64259.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -64263.515625 Penalty: 2381.955566
	Iteration 18Q: 3 clusters Score -64263.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -64268.140625 Penalty: 2381.955566
	Iteration 19Q: 3 clusters Score -64268.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -64271.160156 Penalty: 2381.955566
	Iteration 20F: 3 clusters Score -64271.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -64272.929688 Penalty: 2381.955566
	Iteration 21Q: 3 clusters Score -64272.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -64272.929688 Penalty: 2381.955566
	Iteration 22F: 3 clusters Score -64272.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -80203.289062 Penalty: 1215.110718
	Iteration 0F: 2 clusters Score -80203.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -78246.242188 Penalty: 2430.221436
	Iteration 0F: 3 clusters Score -78246.24 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -78676.671875 Penalty: 2430.221436
	Iteration 1F: 3 clusters Score -78676.67 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -78782.750000 Penalty: 2430.221436
	Iteration 2F: 3 clusters Score -78782.75 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -78843.804688 Penalty: 2430.221436
	Iteration 3Q: 3 clusters Score -78843.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -78892.203125 Penalty: 2430.221436
	Iteration 4Q: 3 clusters Score -78892.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -78927.054688 Penalty: 2430.221436
	Iteration 5Q: 3 clusters Score -78927.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -78952.492188 Penalty: 2430.221436
	Iteration 6Q: 3 clusters Score -78952.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -78968.093750 Penalty: 2430.221436
	Iteration 7Q: 3 clusters Score -78968.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -78979.171875 Penalty: 2430.221436
	Iteration 8Q: 3 clusters Score -78979.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -78986.210938 Penalty: 2430.221436
	Iteration 9Q: 3 clusters Score -78986.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -78989.476562 Penalty: 2430.221436
	Iteration 10Q: 3 clusters Score -78989.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -78991.328125 Penalty: 2430.221436
	Iteration 11Q: 3 clusters Score -78991.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -78993.210938 Penalty: 2430.221436
	Iteration 12Q: 3 clusters Score -78993.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -78995.968750 Penalty: 2430.221436
	Iteration 13Q: 3 clusters Score -78995.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -78997.015625 Penalty: 2430.221436
	Iteration 14Q: 3 clusters Score -78997.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -78998.437500 Penalty: 2430.221436
	Iteration 15Q: 3 clusters Score -78998.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -79000.023438 Penalty: 2430.221436
	Iteration 16Q: 3 clusters Score -79000.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -79001.218750 Penalty: 2430.221436
	Iteration 17Q: 3 clusters Score -79001.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -79001.664062 Penalty: 2430.221436
	Iteration 18Q: 3 clusters Score -79001.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -79001.914062 Penalty: 2430.221436
	Iteration 19Q: 3 clusters Score -79001.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -79001.914062 Penalty: 2430.221436
	Iteration 20F: 3 clusters Score -79001.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -126231.007812 Penalty: 1313.791382
	Iteration 0F: 2 clusters Score -126231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -123340.804688 Penalty: 2627.582764
	Iteration 0F: 3 clusters Score -123340.8 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -124238.000000 Penalty: 2627.582764
	Iteration 1F: 3 clusters Score -124238 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -124551.921875 Penalty: 2627.582764
	Iteration 2F: 3 clusters Score -124551.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -124826.078125 Penalty: 2627.582764
	Iteration 3F: 3 clusters Score -124826.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -125067.640625 Penalty: 2627.582764
	Iteration 4F: 3 clusters Score -125067.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -125240.875000 Penalty: 2627.582764
	Iteration 5F: 3 clusters Score -125240.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -125356.218750 Penalty: 2627.582764
	Iteration 6Q: 3 clusters Score -125356.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -125464.828125 Penalty: 2627.582764
	Iteration 7Q: 3 clusters Score -125464.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -125550.367188 Penalty: 2627.582764
	Iteration 8Q: 3 clusters Score -125550.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -125618.476562 Penalty: 2627.582764
	Iteration 9Q: 3 clusters Score -125618.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -125676.304688 Penalty: 2627.582764
	Iteration 10Q: 3 clusters Score -125676.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -125719.664062 Penalty: 2627.582764
	Iteration 11Q: 3 clusters Score -125719.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -125750.085938 Penalty: 2627.582764
	Iteration 12Q: 3 clusters Score -125750.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -125774.625000 Penalty: 2627.582764
	Iteration 13Q: 3 clusters Score -125774.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -125790.507812 Penalty: 2627.582764
	Iteration 14Q: 3 clusters Score -125790.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -125799.500000 Penalty: 2627.582764
	Iteration 15Q: 3 clusters Score -125799.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -125809.476562 Penalty: 2627.582764
	Iteration 16Q: 3 clusters Score -125809.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -125822.843750 Penalty: 2627.582764
	Iteration 17Q: 3 clusters Score -125822.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -125829.984375 Penalty: 2627.582764
	Iteration 18Q: 3 clusters Score -125830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -125839.257812 Penalty: 2627.582764
	Iteration 19Q: 3 clusters Score -125839.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -125844.578125 Penalty: 2627.582764
	Iteration 20F: 3 clusters Score -125844.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -125854.226562 Penalty: 2627.582764
	Iteration 21Q: 3 clusters Score -125854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -125862.242188 Penalty: 2627.582764
	Iteration 22Q: 3 clusters Score -125862.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125865.617188 Penalty: 2627.582764
	Iteration 23Q: 3 clusters Score -125865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -125871.921875 Penalty: 2627.582764
	Iteration 24Q: 3 clusters Score -125871.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -125875.500000 Penalty: 2627.582764
	Iteration 25Q: 3 clusters Score -125875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -125877.171875 Penalty: 2627.582764
	Iteration 26Q: 3 clusters Score -125877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -125878.757812 Penalty: 2627.582764
	Iteration 27Q: 3 clusters Score -125878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -125880.546875 Penalty: 2627.582764
	Iteration 28Q: 3 clusters Score -125880.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -125881.945312 Penalty: 2627.582764
	Iteration 29Q: 3 clusters Score -125881.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -125882.601562 Penalty: 2627.582764
	Iteration 30Q: 3 clusters Score -125882.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -125882.710938 Penalty: 2627.582764
	Iteration 31Q: 3 clusters Score -125882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -125883.250000 Penalty: 2627.582764
	Iteration 32Q: 3 clusters Score -125883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -125883.898438 Penalty: 2627.582764
	Iteration 33Q: 3 clusters Score -125883.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125883.812500 Penalty: 2627.582764
	Iteration 34Q: 3 clusters Score -125883.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -125883.812500 Penalty: 2627.582764
	Iteration 35F: 3 clusters Score -125883.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Entering Unmasked Estep 
Score: -292300.281250 Penalty: 1421.160400
	Iteration 0F: 2 clusters Score -292300.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -287540.312500 Penalty: 2842.320801
	Iteration 0F: 3 clusters Score -287540.3 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -288916.531250 Penalty: 2842.320801
	Iteration 1F: 3 clusters Score -288916.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -289233.093750 Penalty: 2842.320801
	Iteration 2F: 3 clusters Score -289233.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -289586.218750 Penalty: 2842.320801
	Iteration 3F: 3 clusters Score -289586.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -289960.812500 Penalty: 2842.320801
	Iteration 4F: 3 clusters Score -289960.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -290300.062500 Penalty: 2842.320801
	Iteration 5F: 3 clusters Score -290300.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -290565.937500 Penalty: 2842.320801
	Iteration 6F: 3 clusters Score -290565.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -290730.593750 Penalty: 2842.320801
	Iteration 7Q: 3 clusters Score -290730.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -290825.500000 Penalty: 2842.320801
	Iteration 8Q: 3 clusters Score -290825.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -290905.343750 Penalty: 2842.320801
	Iteration 9Q: 3 clusters Score -290905.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -290966.250000 Penalty: 2842.320801
	Iteration 10Q: 3 clusters Score -290966.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -291007.968750 Penalty: 2842.320801
	Iteration 11Q: 3 clusters Score -291008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -291037.031250 Penalty: 2842.320801
	Iteration 12Q: 3 clusters Score -291037 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -291059.406250 Penalty: 2842.320801
	Iteration 13Q: 3 clusters Score -291059.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -291075.812500 Penalty: 2842.320801
	Iteration 14Q: 3 clusters Score -291075.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -291091.312500 Penalty: 2842.320801
	Iteration 15Q: 3 clusters Score -291091.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -291102.968750 Penalty: 2842.320801
	Iteration 16Q: 3 clusters Score -291103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -291116.687500 Penalty: 2842.320801
	Iteration 17Q: 3 clusters Score -291116.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -291125.531250 Penalty: 2842.320801
	Iteration 18Q: 3 clusters Score -291125.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -291132.375000 Penalty: 2842.320801
	Iteration 19Q: 3 clusters Score -291132.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -291137.375000 Penalty: 2842.320801
	Iteration 20F: 3 clusters Score -291137.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -291141.500000 Penalty: 2842.320801
	Iteration 21Q: 3 clusters Score -291141.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -291145.031250 Penalty: 2842.320801
	Iteration 22Q: 3 clusters Score -291145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -291149.218750 Penalty: 2842.320801
	Iteration 23Q: 3 clusters Score -291149.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -291151.562500 Penalty: 2842.320801
	Iteration 24Q: 3 clusters Score -291151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -291153.312500 Penalty: 2842.320801
	Iteration 25Q: 3 clusters Score -291153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -291156.156250 Penalty: 2842.320801
	Iteration 26Q: 3 clusters Score -291156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -291157.375000 Penalty: 2842.320801
	Iteration 27Q: 3 clusters Score -291157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -291158.843750 Penalty: 2842.320801
	Iteration 28Q: 3 clusters Score -291158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -291159.250000 Penalty: 2842.320801
	Iteration 29Q: 3 clusters Score -291159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -291159.750000 Penalty: 2842.320801
	Iteration 30Q: 3 clusters Score -291159.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -291159.750000 Penalty: 2842.320801
	Iteration 31F: 3 clusters Score -291159.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -22427.000000 Penalty: 1026.245728
	Iteration 0F: 2 clusters Score -22427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -21300.123047 Penalty: 2052.491455
	Iteration 0F: 3 clusters Score -21300.12 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -21449.404297 Penalty: 2052.491455
	Iteration 1F: 3 clusters Score -21449.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21491.246094 Penalty: 2052.491455
	Iteration 2Q: 3 clusters Score -21491.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21530.421875 Penalty: 2052.491455
	Iteration 3Q: 3 clusters Score -21530.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21548.189453 Penalty: 2052.491455
	Iteration 4Q: 3 clusters Score -21548.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -21559.255859 Penalty: 2052.491455
	Iteration 5Q: 3 clusters Score -21559.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -21562.937500 Penalty: 2052.491455
	Iteration 6Q: 3 clusters Score -21562.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21563.751953 Penalty: 2052.491455
	Iteration 7Q: 3 clusters Score -21563.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -21563.751953 Penalty: 2052.491455
	Iteration 8F: 3 clusters Score -21563.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -219247.906250 Penalty: 1363.529297
	Iteration 0F: 2 clusters Score -219247.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -215622.171875 Penalty: 2727.058594
	Iteration 0F: 3 clusters Score -215622.2 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -216568.250000 Penalty: 2727.058594
	Iteration 1F: 3 clusters Score -216568.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -216738.531250 Penalty: 2727.058594
	Iteration 2F: 3 clusters Score -216738.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -216851.812500 Penalty: 2727.058594
	Iteration 3F: 3 clusters Score -216851.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -216944.578125 Penalty: 2727.058594
	Iteration 4Q: 3 clusters Score -216944.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -217039.796875 Penalty: 2727.058594
	Iteration 5Q: 3 clusters Score -217039.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -217115.328125 Penalty: 2727.058594
	Iteration 6Q: 3 clusters Score -217115.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -217173.218750 Penalty: 2727.058594
	Iteration 7Q: 3 clusters Score -217173.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -217213.453125 Penalty: 2727.058594
	Iteration 8Q: 3 clusters Score -217213.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -217247.531250 Penalty: 2727.058594
	Iteration 9Q: 3 clusters Score -217247.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -217289.562500 Penalty: 2727.058594
	Iteration 10Q: 3 clusters Score -217289.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -217328.375000 Penalty: 2727.058594
	Iteration 11Q: 3 clusters Score -217328.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -217365.906250 Penalty: 2727.058594
	Iteration 12Q: 3 clusters Score -217365.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -217407.609375 Penalty: 2727.058594
	Iteration 13Q: 3 clusters Score -217407.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -217446.343750 Penalty: 2727.058594
	Iteration 14Q: 3 clusters Score -217446.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -217478.453125 Penalty: 2727.058594
	Iteration 15Q: 3 clusters Score -217478.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -217512.000000 Penalty: 2727.058594
	Iteration 16Q: 3 clusters Score -217512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -217542.687500 Penalty: 2727.058594
	Iteration 17Q: 3 clusters Score -217542.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -217572.609375 Penalty: 2727.058594
	Iteration 18Q: 3 clusters Score -217572.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -217599.859375 Penalty: 2727.058594
	Iteration 19Q: 3 clusters Score -217599.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -217630.062500 Penalty: 2727.058594
	Iteration 20F: 3 clusters Score -217630.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -217662.437500 Penalty: 2727.058594
	Iteration 21Q: 3 clusters Score -217662.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -217696.203125 Penalty: 2727.058594
	Iteration 22Q: 3 clusters Score -217696.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -217731.703125 Penalty: 2727.058594
	Iteration 23Q: 3 clusters Score -217731.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -217766.265625 Penalty: 2727.058594
	Iteration 24Q: 3 clusters Score -217766.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -217801.906250 Penalty: 2727.058594
	Iteration 25Q: 3 clusters Score -217801.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -217842.343750 Penalty: 2727.058594
	Iteration 26Q: 3 clusters Score -217842.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -217896.671875 Penalty: 2727.058594
	Iteration 27Q: 3 clusters Score -217896.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -217985.265625 Penalty: 2727.058594
	Iteration 28Q: 3 clusters Score -217985.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -218067.812500 Penalty: 2727.058594
	Iteration 29Q: 3 clusters Score -218067.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -218115.093750 Penalty: 2727.058594
	Iteration 30Q: 3 clusters Score -218115.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -218145.140625 Penalty: 2727.058594
	Iteration 31Q: 3 clusters Score -218145.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -218166.875000 Penalty: 2727.058594
	Iteration 32Q: 3 clusters Score -218166.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -218177.406250 Penalty: 2727.058594
	Iteration 33Q: 3 clusters Score -218177.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -218184.671875 Penalty: 2727.058594
	Iteration 34Q: 3 clusters Score -218184.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -218193.593750 Penalty: 2727.058594
	Iteration 35Q: 3 clusters Score -218193.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -218199.250000 Penalty: 2727.058594
	Iteration 36Q: 3 clusters Score -218199.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -218202.468750 Penalty: 2727.058594
	Iteration 37Q: 3 clusters Score -218202.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218203.515625 Penalty: 2727.058594
	Iteration 38Q: 3 clusters Score -218203.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -218205.687500 Penalty: 2727.058594
	Iteration 39Q: 3 clusters Score -218205.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -218206.656250 Penalty: 2727.058594
	Iteration 40F: 3 clusters Score -218206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -218208.203125 Penalty: 2727.058594
	Iteration 41Q: 3 clusters Score -218208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -218209.484375 Penalty: 2727.058594
	Iteration 42Q: 3 clusters Score -218209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -218210.578125 Penalty: 2727.058594
	Iteration 43Q: 3 clusters Score -218210.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -218213.406250 Penalty: 2727.058594
	Iteration 44Q: 3 clusters Score -218213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -218216.312500 Penalty: 2727.058594
	Iteration 45Q: 3 clusters Score -218216.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -218217.875000 Penalty: 2727.058594
	Iteration 46Q: 3 clusters Score -218217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -218220.375000 Penalty: 2727.058594
	Iteration 47Q: 3 clusters Score -218220.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -218222.265625 Penalty: 2727.058594
	Iteration 48Q: 3 clusters Score -218222.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -218224.531250 Penalty: 2727.058594
	Iteration 49Q: 3 clusters Score -218224.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -218227.937500 Penalty: 2727.058594
	Iteration 50Q: 3 clusters Score -218227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -218229.671875 Penalty: 2727.058594
	Iteration 51Q: 3 clusters Score -218229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -218230.375000 Penalty: 2727.058594
	Iteration 52Q: 3 clusters Score -218230.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -218232.250000 Penalty: 2727.058594
	Iteration 53Q: 3 clusters Score -218232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -218236.562500 Penalty: 2727.058594
	Iteration 54Q: 3 clusters Score -218236.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -218242.062500 Penalty: 2727.058594
	Iteration 55Q: 3 clusters Score -218242.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -218246.812500 Penalty: 2727.058594
	Iteration 56Q: 3 clusters Score -218246.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -218250.312500 Penalty: 2727.058594
	Iteration 57Q: 3 clusters Score -218250.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -218254.390625 Penalty: 2727.058594
	Iteration 58Q: 3 clusters Score -218254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -218257.250000 Penalty: 2727.058594
	Iteration 59Q: 3 clusters Score -218257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -218260.312500 Penalty: 2727.058594
	Iteration 60F: 3 clusters Score -218260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -218262.187500 Penalty: 2727.058594
	Iteration 61Q: 3 clusters Score -218262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -218265.125000 Penalty: 2727.058594
	Iteration 62Q: 3 clusters Score -218265.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -218266.578125 Penalty: 2727.058594
	Iteration 63Q: 3 clusters Score -218266.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -218267.734375 Penalty: 2727.058594
	Iteration 64Q: 3 clusters Score -218267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -218268.015625 Penalty: 2727.058594
	Iteration 65Q: 3 clusters Score -218268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218268.890625 Penalty: 2727.058594
	Iteration 66Q: 3 clusters Score -218268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -218269.453125 Penalty: 2727.058594
	Iteration 67Q: 3 clusters Score -218269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -218270.984375 Penalty: 2727.058594
	Iteration 68Q: 3 clusters Score -218271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -218272.265625 Penalty: 2727.058594
	Iteration 69Q: 3 clusters Score -218272.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -218275.265625 Penalty: 2727.058594
	Iteration 70Q: 3 clusters Score -218275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -218278.156250 Penalty: 2727.058594
	Iteration 71Q: 3 clusters Score -218278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218281.296875 Penalty: 2727.058594
	Iteration 72Q: 3 clusters Score -218281.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -218282.531250 Penalty: 2727.058594
	Iteration 73Q: 3 clusters Score -218282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -218284.046875 Penalty: 2727.058594
	Iteration 74Q: 3 clusters Score -218284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -218284.796875 Penalty: 2727.058594
	Iteration 75Q: 3 clusters Score -218284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -218285.453125 Penalty: 2727.058594
	Iteration 76Q: 3 clusters Score -218285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218285.750000 Penalty: 2727.058594
	Iteration 77Q: 3 clusters Score -218285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218285.750000 Penalty: 2727.058594
	Iteration 78F: 3 clusters Score -218285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (14258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Entering Unmasked Estep 
Score: -664909.312500 Penalty: 1554.324341
	Iteration 0F: 2 clusters Score -664909.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -655015.125000 Penalty: 3108.648682
	Iteration 0F: 3 clusters Score -655015.1 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -658521.750000 Penalty: 3108.648682
	Iteration 1F: 3 clusters Score -658521.8 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -658963.562500 Penalty: 3108.648682
	Iteration 2F: 3 clusters Score -658963.6 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -659457.562500 Penalty: 3108.648682
	Iteration 3F: 3 clusters Score -659457.6 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -659962.562500 Penalty: 3108.648682
	Iteration 4F: 3 clusters Score -659962.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -660525.812500 Penalty: 3108.648682
	Iteration 5F: 3 clusters Score -660525.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -661051.500000 Penalty: 3108.648682
	Iteration 6F: 3 clusters Score -661051.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -661569.625000 Penalty: 3108.648682
	Iteration 7F: 3 clusters Score -661569.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -662055.500000 Penalty: 3108.648682
	Iteration 8Q: 3 clusters Score -662055.5 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -662420.875000 Penalty: 3108.648682
	Iteration 9Q: 3 clusters Score -662420.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -662688.250000 Penalty: 3108.648682
	Iteration 10Q: 3 clusters Score -662688.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -662906.437500 Penalty: 3108.648682
	Iteration 11Q: 3 clusters Score -662906.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -663131.937500 Penalty: 3108.648682
	Iteration 12Q: 3 clusters Score -663131.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -663317.750000 Penalty: 3108.648682
	Iteration 13Q: 3 clusters Score -663317.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -663473.000000 Penalty: 3108.648682
	Iteration 14Q: 3 clusters Score -663473 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -663613.062500 Penalty: 3108.648682
	Iteration 15Q: 3 clusters Score -663613.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -663733.437500 Penalty: 3108.648682
	Iteration 16Q: 3 clusters Score -663733.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -663829.562500 Penalty: 3108.648682
	Iteration 17Q: 3 clusters Score -663829.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -663912.750000 Penalty: 3108.648682
	Iteration 18Q: 3 clusters Score -663912.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -663969.375000 Penalty: 3108.648682
	Iteration 19Q: 3 clusters Score -663969.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -664012.750000 Penalty: 3108.648682
	Iteration 20F: 3 clusters Score -664012.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -664058.500000 Penalty: 3108.648682
	Iteration 21Q: 3 clusters Score -664058.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -664094.250000 Penalty: 3108.648682
	Iteration 22Q: 3 clusters Score -664094.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -664119.125000 Penalty: 3108.648682
	Iteration 23Q: 3 clusters Score -664119.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -664140.250000 Penalty: 3108.648682
	Iteration 24Q: 3 clusters Score -664140.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -664156.375000 Penalty: 3108.648682
	Iteration 25Q: 3 clusters Score -664156.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -664162.687500 Penalty: 3108.648682
	Iteration 26Q: 3 clusters Score -664162.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -664168.125000 Penalty: 3108.648682
	Iteration 27Q: 3 clusters Score -664168.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -664174.625000 Penalty: 3108.648682
	Iteration 28Q: 3 clusters Score -664174.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -664177.750000 Penalty: 3108.648682
	Iteration 29Q: 3 clusters Score -664177.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -664181.062500 Penalty: 3108.648682
	Iteration 30Q: 3 clusters Score -664181.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -664183.125000 Penalty: 3108.648682
	Iteration 31Q: 3 clusters Score -664183.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -664184.750000 Penalty: 3108.648682
	Iteration 32Q: 3 clusters Score -664184.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -664189.937500 Penalty: 3108.648682
	Iteration 33Q: 3 clusters Score -664189.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -664192.187500 Penalty: 3108.648682
	Iteration 34Q: 3 clusters Score -664192.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -664192.812500 Penalty: 3108.648682
	Iteration 35Q: 3 clusters Score -664192.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -664193.875000 Penalty: 3108.648682
	Iteration 36Q: 3 clusters Score -664193.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -664194.000000 Penalty: 3108.648682
	Iteration 37Q: 3 clusters Score -664194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -664196.437500 Penalty: 3108.648682
	Iteration 38Q: 3 clusters Score -664196.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -664198.562500 Penalty: 3108.648682
	Iteration 39Q: 3 clusters Score -664198.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -664200.437500 Penalty: 3108.648682
	Iteration 40F: 3 clusters Score -664200.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -664201.250000 Penalty: 3108.648682
	Iteration 41Q: 3 clusters Score -664201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -664203.125000 Penalty: 3108.648682
	Iteration 42Q: 3 clusters Score -664203.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -664205.062500 Penalty: 3108.648682
	Iteration 43Q: 3 clusters Score -664205.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -664209.375000 Penalty: 3108.648682
	Iteration 44Q: 3 clusters Score -664209.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -664213.000000 Penalty: 3108.648682
	Iteration 45Q: 3 clusters Score -664213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -664216.125000 Penalty: 3108.648682
	Iteration 46Q: 3 clusters Score -664216.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -664221.375000 Penalty: 3108.648682
	Iteration 47Q: 3 clusters Score -664221.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -664220.125000 Penalty: 3108.648682
	Iteration 48Q: 3 clusters Score -664220.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -664225.625000 Penalty: 3108.648682
	Iteration 49Q: 3 clusters Score -664225.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -664227.687500 Penalty: 3108.648682
	Iteration 50Q: 3 clusters Score -664227.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -664230.687500 Penalty: 3108.648682
	Iteration 51Q: 3 clusters Score -664230.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -664231.437500 Penalty: 3108.648682
	Iteration 52Q: 3 clusters Score -664231.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -664235.937500 Penalty: 3108.648682
	Iteration 53Q: 3 clusters Score -664235.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -664237.750000 Penalty: 3108.648682
	Iteration 54Q: 3 clusters Score -664237.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -664243.562500 Penalty: 3108.648682
	Iteration 55Q: 3 clusters Score -664243.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -664244.187500 Penalty: 3108.648682
	Iteration 56Q: 3 clusters Score -664244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -664245.312500 Penalty: 3108.648682
	Iteration 57Q: 3 clusters Score -664245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -664247.187500 Penalty: 3108.648682
	Iteration 58Q: 3 clusters Score -664247.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -664252.687500 Penalty: 3108.648682
	Iteration 59Q: 3 clusters Score -664252.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -664255.250000 Penalty: 3108.648682
	Iteration 60F: 3 clusters Score -664255.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -664257.937500 Penalty: 3108.648682
	Iteration 61Q: 3 clusters Score -664257.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -664259.312500 Penalty: 3108.648682
	Iteration 62Q: 3 clusters Score -664259.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -664264.625000 Penalty: 3108.648682
	Iteration 63Q: 3 clusters Score -664264.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -664270.250000 Penalty: 3108.648682
	Iteration 64Q: 3 clusters Score -664270.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -664274.937500 Penalty: 3108.648682
	Iteration 65Q: 3 clusters Score -664274.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -664279.375000 Penalty: 3108.648682
	Iteration 66Q: 3 clusters Score -664279.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -664283.062500 Penalty: 3108.648682
	Iteration 67Q: 3 clusters Score -664283.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -664288.812500 Penalty: 3108.648682
	Iteration 68Q: 3 clusters Score -664288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -664289.812500 Penalty: 3108.648682
	Iteration 69Q: 3 clusters Score -664289.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -664291.375000 Penalty: 3108.648682
	Iteration 70Q: 3 clusters Score -664291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -664290.250000 Penalty: 3108.648682
	Iteration 71Q: 3 clusters Score -664290.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -664289.687500 Penalty: 3108.648682
	Iteration 72Q: 3 clusters Score -664289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -664290.875000 Penalty: 3108.648682
	Iteration 73Q: 3 clusters Score -664290.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -664289.937500 Penalty: 3108.648682
	Iteration 74Q: 3 clusters Score -664289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -664289.937500 Penalty: 3108.648682
	Iteration 75F: 3 clusters Score -664289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Entering Unmasked Estep 
Score: -2423056.750000 Penalty: 1753.220825
	Iteration 0F: 2 clusters Score -2423057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -2390554.000000 Penalty: 3506.441650
	Iteration 0F: 3 clusters Score -2390554 nChanged 22782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -2403514.000000 Penalty: 3506.441650
	Iteration 1F: 3 clusters Score -2403514 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -2404029.750000 Penalty: 3506.441650
	Iteration 2Q: 3 clusters Score -2404030 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -2404629.250000 Penalty: 3506.441650
	Iteration 3Q: 3 clusters Score -2404629 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -2405257.750000 Penalty: 3506.441650
	Iteration 4Q: 3 clusters Score -2405258 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -2405990.500000 Penalty: 3506.441650
	Iteration 5Q: 3 clusters Score -2405990 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2406913.500000 Penalty: 3506.441650
	Iteration 6Q: 3 clusters Score -2406914 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2408134.750000 Penalty: 3506.441650
	Iteration 7Q: 3 clusters Score -2408135 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2409652.750000 Penalty: 3506.441650
	Iteration 8F: 3 clusters Score -2409653 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2411383.000000 Penalty: 3506.441650
	Iteration 9F: 3 clusters Score -2411383 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2412872.500000 Penalty: 3506.441650
	Iteration 10F: 3 clusters Score -2412872 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2413719.500000 Penalty: 3506.441650
	Iteration 11Q: 3 clusters Score -2413720 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2414122.250000 Penalty: 3506.441650
	Iteration 12Q: 3 clusters Score -2414122 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2414304.250000 Penalty: 3506.441650
	Iteration 13Q: 3 clusters Score -2414304 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2414446.750000 Penalty: 3506.441650
	Iteration 14Q: 3 clusters Score -2414447 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2414560.750000 Penalty: 3506.441650
	Iteration 15Q: 3 clusters Score -2414561 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2414619.250000 Penalty: 3506.441650
	Iteration 16Q: 3 clusters Score -2414619 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2414689.500000 Penalty: 3506.441650
	Iteration 17Q: 3 clusters Score -2414690 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2414786.500000 Penalty: 3506.441650
	Iteration 18Q: 3 clusters Score -2414786 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2414859.750000 Penalty: 3506.441650
	Iteration 19Q: 3 clusters Score -2414860 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2414949.500000 Penalty: 3506.441650
	Iteration 20F: 3 clusters Score -2414950 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2415064.000000 Penalty: 3506.441650
	Iteration 21Q: 3 clusters Score -2415064 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2415166.000000 Penalty: 3506.441650
	Iteration 22Q: 3 clusters Score -2415166 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2415273.500000 Penalty: 3506.441650
	Iteration 23Q: 3 clusters Score -2415274 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2415382.500000 Penalty: 3506.441650
	Iteration 24Q: 3 clusters Score -2415382 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2415519.250000 Penalty: 3506.441650
	Iteration 25Q: 3 clusters Score -2415519 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2415654.750000 Penalty: 3506.441650
	Iteration 26Q: 3 clusters Score -2415655 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2415799.250000 Penalty: 3506.441650
	Iteration 27Q: 3 clusters Score -2415799 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2415954.500000 Penalty: 3506.441650
	Iteration 28Q: 3 clusters Score -2415954 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2416120.750000 Penalty: 3506.441650
	Iteration 29Q: 3 clusters Score -2416121 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -2416310.000000 Penalty: 3506.441650
	Iteration 30Q: 3 clusters Score -2416310 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2416515.500000 Penalty: 3506.441650
	Iteration 31Q: 3 clusters Score -2416516 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2416738.250000 Penalty: 3506.441650
	Iteration 32Q: 3 clusters Score -2416738 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2417003.500000 Penalty: 3506.441650
	Iteration 33Q: 3 clusters Score -2417004 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2417248.250000 Penalty: 3506.441650
	Iteration 34Q: 3 clusters Score -2417248 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2417523.750000 Penalty: 3506.441650
	Iteration 35Q: 3 clusters Score -2417524 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2417816.500000 Penalty: 3506.441650
	Iteration 36Q: 3 clusters Score -2417816 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2418133.750000 Penalty: 3506.441650
	Iteration 37Q: 3 clusters Score -2418134 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2418455.250000 Penalty: 3506.441650
	Iteration 38Q: 3 clusters Score -2418455 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2418807.000000 Penalty: 3506.441650
	Iteration 39Q: 3 clusters Score -2418807 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2419159.500000 Penalty: 3506.441650
	Iteration 40F: 3 clusters Score -2419160 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2419517.500000 Penalty: 3506.441650
	Iteration 41Q: 3 clusters Score -2419518 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2419839.500000 Penalty: 3506.441650
	Iteration 42Q: 3 clusters Score -2419840 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2420130.500000 Penalty: 3506.441650
	Iteration 43Q: 3 clusters Score -2420130 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2420399.250000 Penalty: 3506.441650
	Iteration 44Q: 3 clusters Score -2420399 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2420599.250000 Penalty: 3506.441650
	Iteration 45Q: 3 clusters Score -2420599 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2420786.250000 Penalty: 3506.441650
	Iteration 46Q: 3 clusters Score -2420786 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2420924.000000 Penalty: 3506.441650
	Iteration 47Q: 3 clusters Score -2420924 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2421038.250000 Penalty: 3506.441650
	Iteration 48Q: 3 clusters Score -2421038 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2421160.750000 Penalty: 3506.441650
	Iteration 49Q: 3 clusters Score -2421161 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2421255.500000 Penalty: 3506.441650
	Iteration 50Q: 3 clusters Score -2421256 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2421333.750000 Penalty: 3506.441650
	Iteration 51Q: 3 clusters Score -2421334 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2421387.000000 Penalty: 3506.441650
	Iteration 52Q: 3 clusters Score -2421387 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2421433.250000 Penalty: 3506.441650
	Iteration 53Q: 3 clusters Score -2421433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2421462.250000 Penalty: 3506.441650
	Iteration 54Q: 3 clusters Score -2421462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2421487.750000 Penalty: 3506.441650
	Iteration 55Q: 3 clusters Score -2421488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2421509.750000 Penalty: 3506.441650
	Iteration 56Q: 3 clusters Score -2421510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2421524.250000 Penalty: 3506.441650
	Iteration 57Q: 3 clusters Score -2421524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2421536.000000 Penalty: 3506.441650
	Iteration 58Q: 3 clusters Score -2421536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2421544.750000 Penalty: 3506.441650
	Iteration 59Q: 3 clusters Score -2421545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2421547.500000 Penalty: 3506.441650
	Iteration 60F: 3 clusters Score -2421548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2421552.250000 Penalty: 3506.441650
	Iteration 61Q: 3 clusters Score -2421552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2421556.000000 Penalty: 3506.441650
	Iteration 62Q: 3 clusters Score -2421556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2421560.500000 Penalty: 3506.441650
	Iteration 63Q: 3 clusters Score -2421560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2421564.750000 Penalty: 3506.441650
	Iteration 64Q: 3 clusters Score -2421565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2421570.500000 Penalty: 3506.441650
	Iteration 65Q: 3 clusters Score -2421570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2421571.250000 Penalty: 3506.441650
	Iteration 66Q: 3 clusters Score -2421571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2421575.750000 Penalty: 3506.441650
	Iteration 67Q: 3 clusters Score -2421576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2421581.750000 Penalty: 3506.441650
	Iteration 68Q: 3 clusters Score -2421582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2421582.500000 Penalty: 3506.441650
	Iteration 69Q: 3 clusters Score -2421582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2421584.500000 Penalty: 3506.441650
	Iteration 70Q: 3 clusters Score -2421584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2421584.000000 Penalty: 3506.441650
	Iteration 71Q: 3 clusters Score -2421584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2421583.750000 Penalty: 3506.441650
	Iteration 72Q: 3 clusters Score -2421584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2421585.250000 Penalty: 3506.441650
	Iteration 73Q: 3 clusters Score -2421585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2421585.500000 Penalty: 3506.441650
	Iteration 74Q: 3 clusters Score -2421586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2421584.500000 Penalty: 3506.441650
	Iteration 75Q: 3 clusters Score -2421584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2421587.250000 Penalty: 3506.441650
	Iteration 76Q: 3 clusters Score -2421587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2421587.250000 Penalty: 3506.441650
	Iteration 77F: 3 clusters Score -2421587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Entering Unmasked Estep 
Score: -842851.187500 Penalty: 1584.959106
	Iteration 0F: 2 clusters Score -842851.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -830924.250000 Penalty: 3169.918213
	Iteration 0F: 3 clusters Score -830924.2 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -835353.437500 Penalty: 3169.918213
	Iteration 1F: 3 clusters Score -835353.4 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -835830.062500 Penalty: 3169.918213
	Iteration 2F: 3 clusters Score -835830.1 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -836306.062500 Penalty: 3169.918213
	Iteration 3F: 3 clusters Score -836306.1 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -836842.562500 Penalty: 3169.918213
	Iteration 4F: 3 clusters Score -836842.6 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -837430.437500 Penalty: 3169.918213
	Iteration 5F: 3 clusters Score -837430.4 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -838081.000000 Penalty: 3169.918213
	Iteration 6F: 3 clusters Score -838081 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -838782.125000 Penalty: 3169.918213
	Iteration 7F: 3 clusters Score -838782.1 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -839474.062500 Penalty: 3169.918213
	Iteration 8F: 3 clusters Score -839474.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -840088.125000 Penalty: 3169.918213
	Iteration 9Q: 3 clusters Score -840088.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -840553.812500 Penalty: 3169.918213
	Iteration 10Q: 3 clusters Score -840553.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -840887.250000 Penalty: 3169.918213
	Iteration 11Q: 3 clusters Score -840887.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -841109.375000 Penalty: 3169.918213
	Iteration 12Q: 3 clusters Score -841109.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -841248.250000 Penalty: 3169.918213
	Iteration 13Q: 3 clusters Score -841248.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -841320.437500 Penalty: 3169.918213
	Iteration 14Q: 3 clusters Score -841320.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -841379.625000 Penalty: 3169.918213
	Iteration 15Q: 3 clusters Score -841379.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -841415.437500 Penalty: 3169.918213
	Iteration 16Q: 3 clusters Score -841415.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -841437.625000 Penalty: 3169.918213
	Iteration 17Q: 3 clusters Score -841437.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -841442.000000 Penalty: 3169.918213
	Iteration 18Q: 3 clusters Score -841442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -841448.250000 Penalty: 3169.918213
	Iteration 19Q: 3 clusters Score -841448.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -841458.062500 Penalty: 3169.918213
	Iteration 20F: 3 clusters Score -841458.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -841473.875000 Penalty: 3169.918213
	Iteration 21Q: 3 clusters Score -841473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -841482.062500 Penalty: 3169.918213
	Iteration 22Q: 3 clusters Score -841482.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -841492.187500 Penalty: 3169.918213
	Iteration 23Q: 3 clusters Score -841492.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -841494.750000 Penalty: 3169.918213
	Iteration 24Q: 3 clusters Score -841494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -841500.750000 Penalty: 3169.918213
	Iteration 25Q: 3 clusters Score -841500.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -841503.187500 Penalty: 3169.918213
	Iteration 26Q: 3 clusters Score -841503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -841503.562500 Penalty: 3169.918213
	Iteration 27Q: 3 clusters Score -841503.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -841508.625000 Penalty: 3169.918213
	Iteration 28Q: 3 clusters Score -841508.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -841509.062500 Penalty: 3169.918213
	Iteration 29Q: 3 clusters Score -841509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -841509.625000 Penalty: 3169.918213
	Iteration 30Q: 3 clusters Score -841509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -841509.625000 Penalty: 3169.918213
	Iteration 31F: 3 clusters Score -841509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Entering Unmasked Estep 
Score: -328624.156250 Penalty: 1422.679321
	Iteration 0F: 2 clusters Score -328624.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -323764.937500 Penalty: 2845.358643
	Iteration 0F: 3 clusters Score -323764.9 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -325219.500000 Penalty: 2845.358643
	Iteration 1F: 3 clusters Score -325219.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -325440.531250 Penalty: 2845.358643
	Iteration 2F: 3 clusters Score -325440.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -325631.531250 Penalty: 2845.358643
	Iteration 3F: 3 clusters Score -325631.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -325774.593750 Penalty: 2845.358643
	Iteration 4Q: 3 clusters Score -325774.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -325915.281250 Penalty: 2845.358643
	Iteration 5Q: 3 clusters Score -325915.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -326035.937500 Penalty: 2845.358643
	Iteration 6Q: 3 clusters Score -326035.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -326151.531250 Penalty: 2845.358643
	Iteration 7Q: 3 clusters Score -326151.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -326253.343750 Penalty: 2845.358643
	Iteration 8Q: 3 clusters Score -326253.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -326367.218750 Penalty: 2845.358643
	Iteration 9Q: 3 clusters Score -326367.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -326487.125000 Penalty: 2845.358643
	Iteration 10Q: 3 clusters Score -326487.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -326636.656250 Penalty: 2845.358643
	Iteration 11Q: 3 clusters Score -326636.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -326796.406250 Penalty: 2845.358643
	Iteration 12Q: 3 clusters Score -326796.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -326924.500000 Penalty: 2845.358643
	Iteration 13Q: 3 clusters Score -326924.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -327021.218750 Penalty: 2845.358643
	Iteration 14Q: 3 clusters Score -327021.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -327099.812500 Penalty: 2845.358643
	Iteration 15Q: 3 clusters Score -327099.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -327155.562500 Penalty: 2845.358643
	Iteration 16Q: 3 clusters Score -327155.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -327201.843750 Penalty: 2845.358643
	Iteration 17Q: 3 clusters Score -327201.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -327248.468750 Penalty: 2845.358643
	Iteration 18Q: 3 clusters Score -327248.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -327295.343750 Penalty: 2845.358643
	Iteration 19Q: 3 clusters Score -327295.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -327328.062500 Penalty: 2845.358643
	Iteration 20F: 3 clusters Score -327328.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -327349.156250 Penalty: 2845.358643
	Iteration 21Q: 3 clusters Score -327349.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -327367.406250 Penalty: 2845.358643
	Iteration 22Q: 3 clusters Score -327367.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -327383.437500 Penalty: 2845.358643
	Iteration 23Q: 3 clusters Score -327383.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -327397.343750 Penalty: 2845.358643
	Iteration 24Q: 3 clusters Score -327397.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -327412.468750 Penalty: 2845.358643
	Iteration 25Q: 3 clusters Score -327412.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -327426.718750 Penalty: 2845.358643
	Iteration 26Q: 3 clusters Score -327426.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -327436.468750 Penalty: 2845.358643
	Iteration 27Q: 3 clusters Score -327436.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -327444.937500 Penalty: 2845.358643
	Iteration 28Q: 3 clusters Score -327444.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -327452.031250 Penalty: 2845.358643
	Iteration 29Q: 3 clusters Score -327452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -327459.687500 Penalty: 2845.358643
	Iteration 30Q: 3 clusters Score -327459.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -327464.281250 Penalty: 2845.358643
	Iteration 31Q: 3 clusters Score -327464.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -327467.875000 Penalty: 2845.358643
	Iteration 32Q: 3 clusters Score -327467.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -327471.875000 Penalty: 2845.358643
	Iteration 33Q: 3 clusters Score -327471.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -327475.343750 Penalty: 2845.358643
	Iteration 34Q: 3 clusters Score -327475.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -327481.062500 Penalty: 2845.358643
	Iteration 35Q: 3 clusters Score -327481.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -327484.906250 Penalty: 2845.358643
	Iteration 36Q: 3 clusters Score -327484.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -327489.656250 Penalty: 2845.358643
	Iteration 37Q: 3 clusters Score -327489.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -327492.187500 Penalty: 2845.358643
	Iteration 38Q: 3 clusters Score -327492.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -327496.281250 Penalty: 2845.358643
	Iteration 39Q: 3 clusters Score -327496.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -327498.500000 Penalty: 2845.358643
	Iteration 40F: 3 clusters Score -327498.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -327500.531250 Penalty: 2845.358643
	Iteration 41Q: 3 clusters Score -327500.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -327501.843750 Penalty: 2845.358643
	Iteration 42Q: 3 clusters Score -327501.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -327502.375000 Penalty: 2845.358643
	Iteration 43Q: 3 clusters Score -327502.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -327502.375000 Penalty: 2845.358643
	Iteration 44F: 3 clusters Score -327502.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Entering Unmasked Estep 
Score: -2782902.750000 Penalty: 1777.197632
	Iteration 0F: 2 clusters Score -2782903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -2745271.750000 Penalty: 3554.395264
	Iteration 0F: 3 clusters Score -2745272 nChanged 26642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -2760898.500000 Penalty: 3554.395264
	Iteration 1F: 3 clusters Score -2760898 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -2761975.500000 Penalty: 3554.395264
	Iteration 2Q: 3 clusters Score -2761976 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -2763365.750000 Penalty: 3554.395264
	Iteration 3Q: 3 clusters Score -2763366 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -2765197.250000 Penalty: 3554.395264
	Iteration 4F: 3 clusters Score -2765197 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -2767414.750000 Penalty: 3554.395264
	Iteration 5F: 3 clusters Score -2767415 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -2769990.500000 Penalty: 3554.395264
	Iteration 6F: 3 clusters Score -2769990 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -2772652.250000 Penalty: 3554.395264
	Iteration 7F: 3 clusters Score -2772652 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -2774817.000000 Penalty: 3554.395264
	Iteration 8F: 3 clusters Score -2774817 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -2776065.500000 Penalty: 3554.395264
	Iteration 9Q: 3 clusters Score -2776066 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -2776725.750000 Penalty: 3554.395264
	Iteration 10Q: 3 clusters Score -2776726 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -2777057.750000 Penalty: 3554.395264
	Iteration 11Q: 3 clusters Score -2777058 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -2777288.000000 Penalty: 3554.395264
	Iteration 12Q: 3 clusters Score -2777288 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -2777427.250000 Penalty: 3554.395264
	Iteration 13Q: 3 clusters Score -2777427 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -2777581.250000 Penalty: 3554.395264
	Iteration 14Q: 3 clusters Score -2777581 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -2777692.500000 Penalty: 3554.395264
	Iteration 15Q: 3 clusters Score -2777692 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -2777756.750000 Penalty: 3554.395264
	Iteration 16Q: 3 clusters Score -2777757 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -2777829.250000 Penalty: 3554.395264
	Iteration 17Q: 3 clusters Score -2777829 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -2777872.750000 Penalty: 3554.395264
	Iteration 18Q: 3 clusters Score -2777873 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -2777936.000000 Penalty: 3554.395264
	Iteration 19Q: 3 clusters Score -2777936 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -2777982.000000 Penalty: 3554.395264
	Iteration 20F: 3 clusters Score -2777982 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -2778011.750000 Penalty: 3554.395264
	Iteration 21Q: 3 clusters Score -2778012 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -2778057.000000 Penalty: 3554.395264
	Iteration 22Q: 3 clusters Score -2778057 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -2778073.500000 Penalty: 3554.395264
	Iteration 23Q: 3 clusters Score -2778074 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -2778101.000000 Penalty: 3554.395264
	Iteration 24Q: 3 clusters Score -2778101 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -2778117.250000 Penalty: 3554.395264
	Iteration 25Q: 3 clusters Score -2778117 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -2778137.750000 Penalty: 3554.395264
	Iteration 26Q: 3 clusters Score -2778138 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -2778151.000000 Penalty: 3554.395264
	Iteration 27Q: 3 clusters Score -2778151 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -2778172.250000 Penalty: 3554.395264
	Iteration 28Q: 3 clusters Score -2778172 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -2778188.250000 Penalty: 3554.395264
	Iteration 29Q: 3 clusters Score -2778188 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -2778215.000000 Penalty: 3554.395264
	Iteration 30Q: 3 clusters Score -2778215 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -2778245.250000 Penalty: 3554.395264
	Iteration 31Q: 3 clusters Score -2778245 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -2778255.750000 Penalty: 3554.395264
	Iteration 32Q: 3 clusters Score -2778256 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -2778261.000000 Penalty: 3554.395264
	Iteration 33Q: 3 clusters Score -2778261 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -2778269.500000 Penalty: 3554.395264
	Iteration 34Q: 3 clusters Score -2778270 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -2778270.750000 Penalty: 3554.395264
	Iteration 35Q: 3 clusters Score -2778271 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -2778286.000000 Penalty: 3554.395264
	Iteration 36Q: 3 clusters Score -2778286 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -2778296.250000 Penalty: 3554.395264
	Iteration 37Q: 3 clusters Score -2778296 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -2778298.000000 Penalty: 3554.395264
	Iteration 38Q: 3 clusters Score -2778298 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -2778314.000000 Penalty: 3554.395264
	Iteration 39Q: 3 clusters Score -2778314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -2778317.250000 Penalty: 3554.395264
	Iteration 40F: 3 clusters Score -2778317 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -2778322.250000 Penalty: 3554.395264
	Iteration 41Q: 3 clusters Score -2778322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -2778325.250000 Penalty: 3554.395264
	Iteration 42Q: 3 clusters Score -2778325 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -2778327.750000 Penalty: 3554.395264
	Iteration 43Q: 3 clusters Score -2778328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -2778327.500000 Penalty: 3554.395264
	Iteration 44Q: 3 clusters Score -2778328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -2778335.750000 Penalty: 3554.395264
	Iteration 45Q: 3 clusters Score -2778336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -2778346.000000 Penalty: 3554.395264
	Iteration 46Q: 3 clusters Score -2778346 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -2778358.250000 Penalty: 3554.395264
	Iteration 47Q: 3 clusters Score -2778358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -2778351.500000 Penalty: 3554.395264
	Iteration 48Q: 3 clusters Score -2778352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -2778357.000000 Penalty: 3554.395264
	Iteration 49Q: 3 clusters Score -2778357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -2778365.250000 Penalty: 3554.395264
	Iteration 50Q: 3 clusters Score -2778365 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -2778370.000000 Penalty: 3554.395264
	Iteration 51Q: 3 clusters Score -2778370 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -2778366.250000 Penalty: 3554.395264
	Iteration 52Q: 3 clusters Score -2778366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -2778366.500000 Penalty: 3554.395264
	Iteration 53Q: 3 clusters Score -2778366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -2778363.500000 Penalty: 3554.395264
	Iteration 54Q: 3 clusters Score -2778364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -2778366.750000 Penalty: 3554.395264
	Iteration 55Q: 3 clusters Score -2778367 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -2778372.750000 Penalty: 3554.395264
	Iteration 56Q: 3 clusters Score -2778373 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -2778361.000000 Penalty: 3554.395264
	Iteration 57Q: 3 clusters Score -2778361 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -2778370.250000 Penalty: 3554.395264
	Iteration 58Q: 3 clusters Score -2778370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -2778379.500000 Penalty: 3554.395264
	Iteration 59Q: 3 clusters Score -2778380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -2778387.250000 Penalty: 3554.395264
	Iteration 60F: 3 clusters Score -2778387 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -2778394.750000 Penalty: 3554.395264
	Iteration 61Q: 3 clusters Score -2778395 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -2778401.000000 Penalty: 3554.395264
	Iteration 62Q: 3 clusters Score -2778401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -2778399.500000 Penalty: 3554.395264
	Iteration 63Q: 3 clusters Score -2778400 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -2778393.750000 Penalty: 3554.395264
	Iteration 64Q: 3 clusters Score -2778394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -2778407.500000 Penalty: 3554.395264
	Iteration 65Q: 3 clusters Score -2778408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -2778412.750000 Penalty: 3554.395264
	Iteration 66Q: 3 clusters Score -2778413 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -2778410.750000 Penalty: 3554.395264
	Iteration 67Q: 3 clusters Score -2778411 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -2778409.750000 Penalty: 3554.395264
	Iteration 68Q: 3 clusters Score -2778410 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -2778413.750000 Penalty: 3554.395264
	Iteration 69Q: 3 clusters Score -2778414 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -2778411.500000 Penalty: 3554.395264
	Iteration 70Q: 3 clusters Score -2778412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -2778412.250000 Penalty: 3554.395264
	Iteration 71Q: 3 clusters Score -2778412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -2778424.250000 Penalty: 3554.395264
	Iteration 72Q: 3 clusters Score -2778424 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -2778427.500000 Penalty: 3554.395264
	Iteration 73Q: 3 clusters Score -2778428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -2778447.500000 Penalty: 3554.395264
	Iteration 74Q: 3 clusters Score -2778448 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -2778467.250000 Penalty: 3554.395264
	Iteration 75Q: 3 clusters Score -2778467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 32585 members 
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Mstep: Class 2 contains 32720 members 
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Mstep: Class 1 contains 22526 members 
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Mstep: Class 2 contains 33999 members 
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Mstep: Class 1 contains 21665 members 
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Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 34726 members 
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Mstep: Class 2 contains 35175 members 
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Mstep: Class 1 contains 20740 members 
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Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 35717 members 
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Mstep: Class 2 contains 35994 members 
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Mstep: Class 2 contains 36250 members 
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Mstep: Class 2 contains 36817 members 
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Mstep: Class 2 contains 38522 members 
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Mstep: Class 1 contains 12565 members 
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	Iteration 140F: 3 clusters Score -2781298 nChanged 158
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	Iteration 144Q: 3 clusters Score -2781360 nChanged 138
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	Iteration 149Q: 3 clusters Score -2781440 nChanged 105
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	Iteration 154Q: 3 clusters Score -2781509 nChanged 115
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	Iteration 156Q: 3 clusters Score -2781532 nChanged 101
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	Iteration 158Q: 3 clusters Score -2781538 nChanged 68
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	Iteration 160F: 3 clusters Score -2781552 nChanged 59
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	Iteration 162Q: 3 clusters Score -2781564 nChanged 46
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	Iteration 164Q: 3 clusters Score -2781569 nChanged 40
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	Iteration 165Q: 3 clusters Score -2781574 nChanged 39
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	Iteration 168Q: 3 clusters Score -2781585 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -2781592.500000 Penalty: 3554.395264
	Iteration 169Q: 3 clusters Score -2781592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -2781591.750000 Penalty: 3554.395264
	Iteration 170Q: 3 clusters Score -2781592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -2781596.000000 Penalty: 3554.395264
	Iteration 171Q: 3 clusters Score -2781596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -2781607.000000 Penalty: 3554.395264
	Iteration 172Q: 3 clusters Score -2781607 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -2781614.750000 Penalty: 3554.395264
	Iteration 173Q: 3 clusters Score -2781615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -2781609.500000 Penalty: 3554.395264
	Iteration 174Q: 3 clusters Score -2781610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -2781613.000000 Penalty: 3554.395264
	Iteration 175Q: 3 clusters Score -2781613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -2781616.000000 Penalty: 3554.395264
	Iteration 176Q: 3 clusters Score -2781616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -2781612.750000 Penalty: 3554.395264
	Iteration 177Q: 3 clusters Score -2781613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -2781616.250000 Penalty: 3554.395264
	Iteration 178Q: 3 clusters Score -2781616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -2781615.500000 Penalty: 3554.395264
	Iteration 179Q: 3 clusters Score -2781616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -2781615.750000 Penalty: 3554.395264
	Iteration 180F: 3 clusters Score -2781616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -2781619.250000 Penalty: 3554.395264
	Iteration 181Q: 3 clusters Score -2781619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -2781626.250000 Penalty: 3554.395264
	Iteration 182Q: 3 clusters Score -2781626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -2781623.250000 Penalty: 3554.395264
	Iteration 183Q: 3 clusters Score -2781623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -2781620.250000 Penalty: 3554.395264
	Iteration 184Q: 3 clusters Score -2781620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -2781618.250000 Penalty: 3554.395264
	Iteration 185Q: 3 clusters Score -2781618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -2781621.500000 Penalty: 3554.395264
	Iteration 186Q: 3 clusters Score -2781622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -2781617.750000 Penalty: 3554.395264
	Iteration 187Q: 3 clusters Score -2781618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -2781620.500000 Penalty: 3554.395264
	Iteration 188Q: 3 clusters Score -2781620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -2781618.500000 Penalty: 3554.395264
	Iteration 189Q: 3 clusters Score -2781618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -2781618.000000 Penalty: 3554.395264
	Iteration 190Q: 3 clusters Score -2781618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -2781621.000000 Penalty: 3554.395264
	Iteration 191Q: 3 clusters Score -2781621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -2781623.250000 Penalty: 3554.395264
	Iteration 192Q: 3 clusters Score -2781623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -2781623.000000 Penalty: 3554.395264
	Iteration 193Q: 3 clusters Score -2781623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -2781624.000000 Penalty: 3554.395264
	Iteration 194Q: 3 clusters Score -2781624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -2781621.750000 Penalty: 3554.395264
	Iteration 195Q: 3 clusters Score -2781622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -2781628.250000 Penalty: 3554.395264
	Iteration 196Q: 3 clusters Score -2781628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -2781630.500000 Penalty: 3554.395264
	Iteration 197Q: 3 clusters Score -2781630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -2781627.250000 Penalty: 3554.395264
	Iteration 198Q: 3 clusters Score -2781627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -2781620.500000 Penalty: 3554.395264
	Iteration 199Q: 3 clusters Score -2781620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -2781624.500000 Penalty: 3554.395264
	Iteration 200F: 3 clusters Score -2781624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -2781626.250000 Penalty: 3554.395264
	Iteration 201Q: 3 clusters Score -2781626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -2781631.000000 Penalty: 3554.395264
	Iteration 202Q: 3 clusters Score -2781631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -2781626.000000 Penalty: 3554.395264
	Iteration 203Q: 3 clusters Score -2781626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -2781624.250000 Penalty: 3554.395264
	Iteration 204Q: 3 clusters Score -2781624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -2781624.750000 Penalty: 3554.395264
	Iteration 205Q: 3 clusters Score -2781625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -2781625.500000 Penalty: 3554.395264
	Iteration 206Q: 3 clusters Score -2781626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -2781629.250000 Penalty: 3554.395264
	Iteration 207Q: 3 clusters Score -2781629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -2781638.500000 Penalty: 3554.395264
	Iteration 208Q: 3 clusters Score -2781638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -2781647.000000 Penalty: 3554.395264
	Iteration 209Q: 3 clusters Score -2781647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -2781647.750000 Penalty: 3554.395264
	Iteration 210Q: 3 clusters Score -2781648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -2781645.250000 Penalty: 3554.395264
	Iteration 211Q: 3 clusters Score -2781645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -2781640.750000 Penalty: 3554.395264
	Iteration 212Q: 3 clusters Score -2781641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -2781642.000000 Penalty: 3554.395264
	Iteration 213Q: 3 clusters Score -2781642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -2781644.250000 Penalty: 3554.395264
	Iteration 214Q: 3 clusters Score -2781644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -2781647.000000 Penalty: 3554.395264
	Iteration 215Q: 3 clusters Score -2781647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -2781653.500000 Penalty: 3554.395264
	Iteration 216Q: 3 clusters Score -2781654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -2781651.250000 Penalty: 3554.395264
	Iteration 217Q: 3 clusters Score -2781651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -2781648.000000 Penalty: 3554.395264
	Iteration 218Q: 3 clusters Score -2781648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 50800 members 
Entering Unmasked Estep 
Score: -2781652.250000 Penalty: 3554.395264
	Iteration 219Q: 3 clusters Score -2781652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -2781650.750000 Penalty: 3554.395264
	Iteration 220F: 3 clusters Score -2781651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -2781659.750000 Penalty: 3554.395264
	Iteration 221Q: 3 clusters Score -2781660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -2781653.500000 Penalty: 3554.395264
	Iteration 222Q: 3 clusters Score -2781654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -2781656.750000 Penalty: 3554.395264
	Iteration 223Q: 3 clusters Score -2781657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -2781654.250000 Penalty: 3554.395264
	Iteration 224Q: 3 clusters Score -2781654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -2781657.500000 Penalty: 3554.395264
	Iteration 225Q: 3 clusters Score -2781658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -2781654.750000 Penalty: 3554.395264
	Iteration 226Q: 3 clusters Score -2781655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -2781658.500000 Penalty: 3554.395264
	Iteration 227Q: 3 clusters Score -2781658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -2781658.500000 Penalty: 3554.395264
	Iteration 228Q: 3 clusters Score -2781658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -2781662.250000 Penalty: 3554.395264
	Iteration 229Q: 3 clusters Score -2781662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -2781663.750000 Penalty: 3554.395264
	Iteration 230Q: 3 clusters Score -2781664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -2781665.000000 Penalty: 3554.395264
	Iteration 231Q: 3 clusters Score -2781665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -2781669.000000 Penalty: 3554.395264
	Iteration 232Q: 3 clusters Score -2781669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -2781667.500000 Penalty: 3554.395264
	Iteration 233Q: 3 clusters Score -2781668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -2781665.250000 Penalty: 3554.395264
	Iteration 234Q: 3 clusters Score -2781665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -2781662.750000 Penalty: 3554.395264
	Iteration 235Q: 3 clusters Score -2781663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -2781662.750000 Penalty: 3554.395264
	Iteration 236F: 3 clusters Score -2781663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -69789.796875 Penalty: 1181.764771
	Iteration 0F: 2 clusters Score -69789.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -68036.523438 Penalty: 2363.529541
	Iteration 0F: 3 clusters Score -68036.52 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -68362.882812 Penalty: 2363.529541
	Iteration 1F: 3 clusters Score -68362.88 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -68451.140625 Penalty: 2363.529541
	Iteration 2F: 3 clusters Score -68451.14 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -68501.085938 Penalty: 2363.529541
	Iteration 3Q: 3 clusters Score -68501.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -68529.156250 Penalty: 2363.529541
	Iteration 4Q: 3 clusters Score -68529.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -68542.460938 Penalty: 2363.529541
	Iteration 5Q: 3 clusters Score -68542.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -68551.492188 Penalty: 2363.529541
	Iteration 6Q: 3 clusters Score -68551.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68556.203125 Penalty: 2363.529541
	Iteration 7Q: 3 clusters Score -68556.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -68558.453125 Penalty: 2363.529541
	Iteration 8Q: 3 clusters Score -68558.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -68558.835938 Penalty: 2363.529541
	Iteration 9Q: 3 clusters Score -68558.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68559.453125 Penalty: 2363.529541
	Iteration 10Q: 3 clusters Score -68559.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68560.070312 Penalty: 2363.529541
	Iteration 11Q: 3 clusters Score -68560.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -68561.046875 Penalty: 2363.529541
	Iteration 12Q: 3 clusters Score -68561.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -68562.757812 Penalty: 2363.529541
	Iteration 13Q: 3 clusters Score -68562.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -68563.179688 Penalty: 2363.529541
	Iteration 14Q: 3 clusters Score -68563.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -68563.179688 Penalty: 2363.529541
	Iteration 15F: 3 clusters Score -68563.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (363420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363420 members 
Entering Unmasked Estep 
Score: -18169004.000000 Penalty: 2080.538574
	Iteration 0F: 2 clusters Score -1.8169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181927 members 
Mstep: Class 2 contains 181493 members 
Entering Unmasked Estep 
Score: -17923158.000000 Penalty: 4161.077148
	Iteration 0F: 3 clusters Score -1.792316e+07 nChanged 177699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186282 members 
Mstep: Class 2 contains 177138 members 
Entering Unmasked Estep 
Score: -18029162.000000 Penalty: 4161.077148
	Iteration 1F: 3 clusters Score -1.802916e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189270 members 
Mstep: Class 2 contains 174150 members 
Entering Unmasked Estep 
Score: -18030374.000000 Penalty: 4161.077148
	Iteration 2Q: 3 clusters Score -1.803037e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194425 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -18032016.000000 Penalty: 4161.077148
	Iteration 3Q: 3 clusters Score -1.803202e+07 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202619 members 
Mstep: Class 2 contains 160801 members 
Entering Unmasked Estep 
Score: -18034580.000000 Penalty: 4161.077148
	Iteration 4Q: 3 clusters Score -1.803458e+07 nChanged 14370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215845 members 
Mstep: Class 2 contains 147575 members 
Entering Unmasked Estep 
Score: -18039726.000000 Penalty: 4161.077148
	Iteration 5Q: 3 clusters Score -1.803973e+07 nChanged 20800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236041 members 
Mstep: Class 2 contains 127379 members 
Entering Unmasked Estep 
Score: -18050660.000000 Penalty: 4161.077148
	Iteration 6F: 3 clusters Score -1.805066e+07 nChanged 29022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264885 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -18072396.000000 Penalty: 4161.077148
	Iteration 7F: 3 clusters Score -1.80724e+07 nChanged 35289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300102 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -18104504.000000 Penalty: 4161.077148
	Iteration 8F: 3 clusters Score -1.81045e+07 nChanged 32126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332194 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -18137002.000000 Penalty: 4161.077148
	Iteration 9F: 3 clusters Score -1.8137e+07 nChanged 19622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351806 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -18157042.000000 Penalty: 4161.077148
	Iteration 10F: 3 clusters Score -1.815704e+07 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359728 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -18164224.000000 Penalty: 4161.077148
	Iteration 11Q: 3 clusters Score -1.816422e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362092 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -18166148.000000 Penalty: 4161.077148
	Iteration 12Q: 3 clusters Score -1.816615e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362769 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -18166748.000000 Penalty: 4161.077148
	Iteration 13Q: 3 clusters Score -1.816675e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362981 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -18166924.000000 Penalty: 4161.077148
	Iteration 14Q: 3 clusters Score -1.816692e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363065 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -18167004.000000 Penalty: 4161.077148
	Iteration 15Q: 3 clusters Score -1.8167e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363102 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -18167048.000000 Penalty: 4161.077148
	Iteration 16Q: 3 clusters Score -1.816705e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363121 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -18167090.000000 Penalty: 4161.077148
	Iteration 17Q: 3 clusters Score -1.816709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363129 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -18167090.000000 Penalty: 4161.077148
	Iteration 18Q: 3 clusters Score -1.816709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363141 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -18167092.000000 Penalty: 4161.077148
	Iteration 19Q: 3 clusters Score -1.816709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363145 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -18167110.000000 Penalty: 4161.077148
	Iteration 20F: 3 clusters Score -1.816711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363146 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -18167126.000000 Penalty: 4161.077148
	Iteration 21Q: 3 clusters Score -1.816713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363149 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -18167128.000000 Penalty: 4161.077148
	Iteration 22Q: 3 clusters Score -1.816713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363150 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18167126.000000 Penalty: 4161.077148
	Iteration 23Q: 3 clusters Score -1.816713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363150 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -18167126.000000 Penalty: 4161.077148
	Iteration 24F: 3 clusters Score -1.816713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Entering Unmasked Estep 
Score: -555626.062500 Penalty: 1519.645752
	Iteration 0F: 2 clusters Score -555626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -547486.375000 Penalty: 3039.291504
	Iteration 0F: 3 clusters Score -547486.4 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -550215.500000 Penalty: 3039.291504
	Iteration 1F: 3 clusters Score -550215.5 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -550584.812500 Penalty: 3039.291504
	Iteration 2F: 3 clusters Score -550584.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -551036.437500 Penalty: 3039.291504
	Iteration 3F: 3 clusters Score -551036.4 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -551585.062500 Penalty: 3039.291504
	Iteration 4F: 3 clusters Score -551585.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -552179.062500 Penalty: 3039.291504
	Iteration 5F: 3 clusters Score -552179.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -552796.125000 Penalty: 3039.291504
	Iteration 6F: 3 clusters Score -552796.1 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -553302.312500 Penalty: 3039.291504
	Iteration 7F: 3 clusters Score -553302.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -553683.750000 Penalty: 3039.291504
	Iteration 8Q: 3 clusters Score -553683.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -553954.750000 Penalty: 3039.291504
	Iteration 9Q: 3 clusters Score -553954.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -554164.375000 Penalty: 3039.291504
	Iteration 10Q: 3 clusters Score -554164.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -554350.625000 Penalty: 3039.291504
	Iteration 11Q: 3 clusters Score -554350.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -554465.625000 Penalty: 3039.291504
	Iteration 12Q: 3 clusters Score -554465.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -554532.375000 Penalty: 3039.291504
	Iteration 13Q: 3 clusters Score -554532.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -554584.562500 Penalty: 3039.291504
	Iteration 14Q: 3 clusters Score -554584.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -554615.937500 Penalty: 3039.291504
	Iteration 15Q: 3 clusters Score -554615.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -554639.437500 Penalty: 3039.291504
	Iteration 16Q: 3 clusters Score -554639.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -554659.937500 Penalty: 3039.291504
	Iteration 17Q: 3 clusters Score -554659.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -554673.437500 Penalty: 3039.291504
	Iteration 18Q: 3 clusters Score -554673.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -554686.312500 Penalty: 3039.291504
	Iteration 19Q: 3 clusters Score -554686.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -554689.875000 Penalty: 3039.291504
	Iteration 20F: 3 clusters Score -554689.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -554695.250000 Penalty: 3039.291504
	Iteration 21Q: 3 clusters Score -554695.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -554699.500000 Penalty: 3039.291504
	Iteration 22Q: 3 clusters Score -554699.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -554702.687500 Penalty: 3039.291504
	Iteration 23Q: 3 clusters Score -554702.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -554707.625000 Penalty: 3039.291504
	Iteration 24Q: 3 clusters Score -554707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -554708.000000 Penalty: 3039.291504
	Iteration 25Q: 3 clusters Score -554708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -554709.875000 Penalty: 3039.291504
	Iteration 26Q: 3 clusters Score -554709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -554711.250000 Penalty: 3039.291504
	Iteration 27Q: 3 clusters Score -554711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -554713.187500 Penalty: 3039.291504
	Iteration 28Q: 3 clusters Score -554713.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -554715.062500 Penalty: 3039.291504
	Iteration 29Q: 3 clusters Score -554715.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -554717.562500 Penalty: 3039.291504
	Iteration 30Q: 3 clusters Score -554717.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -554718.125000 Penalty: 3039.291504
	Iteration 31Q: 3 clusters Score -554718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -554720.187500 Penalty: 3039.291504
	Iteration 32Q: 3 clusters Score -554720.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -554720.875000 Penalty: 3039.291504
	Iteration 33Q: 3 clusters Score -554720.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -554722.500000 Penalty: 3039.291504
	Iteration 34Q: 3 clusters Score -554722.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -554722.250000 Penalty: 3039.291504
	Iteration 35Q: 3 clusters Score -554722.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -554723.312500 Penalty: 3039.291504
	Iteration 36Q: 3 clusters Score -554723.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -554724.625000 Penalty: 3039.291504
	Iteration 37Q: 3 clusters Score -554724.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -554726.500000 Penalty: 3039.291504
	Iteration 38Q: 3 clusters Score -554726.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -554728.875000 Penalty: 3039.291504
	Iteration 39Q: 3 clusters Score -554728.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -554730.125000 Penalty: 3039.291504
	Iteration 40F: 3 clusters Score -554730.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -554733.125000 Penalty: 3039.291504
	Iteration 41Q: 3 clusters Score -554733.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -554735.687500 Penalty: 3039.291504
	Iteration 42Q: 3 clusters Score -554735.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -554738.250000 Penalty: 3039.291504
	Iteration 43Q: 3 clusters Score -554738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -554741.062500 Penalty: 3039.291504
	Iteration 44Q: 3 clusters Score -554741.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -554742.500000 Penalty: 3039.291504
	Iteration 45Q: 3 clusters Score -554742.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -554742.687500 Penalty: 3039.291504
	Iteration 46Q: 3 clusters Score -554742.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -554746.250000 Penalty: 3039.291504
	Iteration 47Q: 3 clusters Score -554746.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -554747.000000 Penalty: 3039.291504
	Iteration 48Q: 3 clusters Score -554747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -554749.312500 Penalty: 3039.291504
	Iteration 49Q: 3 clusters Score -554749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -554755.250000 Penalty: 3039.291504
	Iteration 50Q: 3 clusters Score -554755.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -554754.000000 Penalty: 3039.291504
	Iteration 51Q: 3 clusters Score -554754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -554755.687500 Penalty: 3039.291504
	Iteration 52Q: 3 clusters Score -554755.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -554755.000000 Penalty: 3039.291504
	Iteration 53Q: 3 clusters Score -554755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -554754.812500 Penalty: 3039.291504
	Iteration 54Q: 3 clusters Score -554754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -554757.187500 Penalty: 3039.291504
	Iteration 55Q: 3 clusters Score -554757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -554757.125000 Penalty: 3039.291504
	Iteration 56Q: 3 clusters Score -554757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -554757.125000 Penalty: 3039.291504
	Iteration 57Q: 3 clusters Score -554757.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -554757.500000 Penalty: 3039.291504
	Iteration 58Q: 3 clusters Score -554757.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -554757.750000 Penalty: 3039.291504
	Iteration 59Q: 3 clusters Score -554757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -554757.750000 Penalty: 3039.291504
	Iteration 60F: 3 clusters Score -554757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -360495.000000 Penalty: 1454.124023
	Iteration 0F: 2 clusters Score -360495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -354795.218750 Penalty: 2908.248047
	Iteration 0F: 3 clusters Score -354795.2 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -356528.250000 Penalty: 2908.248047
	Iteration 1F: 3 clusters Score -356528.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -356842.343750 Penalty: 2908.248047
	Iteration 2F: 3 clusters Score -356842.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -357098.812500 Penalty: 2908.248047
	Iteration 3F: 3 clusters Score -357098.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -357360.312500 Penalty: 2908.248047
	Iteration 4F: 3 clusters Score -357360.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -357595.093750 Penalty: 2908.248047
	Iteration 5Q: 3 clusters Score -357595.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -357789.218750 Penalty: 2908.248047
	Iteration 6Q: 3 clusters Score -357789.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -357946.843750 Penalty: 2908.248047
	Iteration 7Q: 3 clusters Score -357946.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -358065.531250 Penalty: 2908.248047
	Iteration 8Q: 3 clusters Score -358065.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -358153.937500 Penalty: 2908.248047
	Iteration 9Q: 3 clusters Score -358153.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -358222.062500 Penalty: 2908.248047
	Iteration 10Q: 3 clusters Score -358222.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -358292.343750 Penalty: 2908.248047
	Iteration 11Q: 3 clusters Score -358292.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -358359.906250 Penalty: 2908.248047
	Iteration 12Q: 3 clusters Score -358359.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -358409.718750 Penalty: 2908.248047
	Iteration 13Q: 3 clusters Score -358409.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -358446.531250 Penalty: 2908.248047
	Iteration 14Q: 3 clusters Score -358446.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -358479.812500 Penalty: 2908.248047
	Iteration 15Q: 3 clusters Score -358479.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -358497.500000 Penalty: 2908.248047
	Iteration 16Q: 3 clusters Score -358497.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -358512.375000 Penalty: 2908.248047
	Iteration 17Q: 3 clusters Score -358512.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -358529.500000 Penalty: 2908.248047
	Iteration 18Q: 3 clusters Score -358529.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -358552.625000 Penalty: 2908.248047
	Iteration 19Q: 3 clusters Score -358552.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -358572.750000 Penalty: 2908.248047
	Iteration 20F: 3 clusters Score -358572.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -358585.718750 Penalty: 2908.248047
	Iteration 21Q: 3 clusters Score -358585.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -358596.906250 Penalty: 2908.248047
	Iteration 22Q: 3 clusters Score -358596.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -358608.656250 Penalty: 2908.248047
	Iteration 23Q: 3 clusters Score -358608.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -358622.531250 Penalty: 2908.248047
	Iteration 24Q: 3 clusters Score -358622.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -358635.750000 Penalty: 2908.248047
	Iteration 25Q: 3 clusters Score -358635.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -358644.312500 Penalty: 2908.248047
	Iteration 26Q: 3 clusters Score -358644.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -358653.281250 Penalty: 2908.248047
	Iteration 27Q: 3 clusters Score -358653.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -358660.500000 Penalty: 2908.248047
	Iteration 28Q: 3 clusters Score -358660.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -358669.625000 Penalty: 2908.248047
	Iteration 29Q: 3 clusters Score -358669.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -358677.500000 Penalty: 2908.248047
	Iteration 30Q: 3 clusters Score -358677.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -358685.062500 Penalty: 2908.248047
	Iteration 31Q: 3 clusters Score -358685.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -358690.343750 Penalty: 2908.248047
	Iteration 32Q: 3 clusters Score -358690.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -358696.062500 Penalty: 2908.248047
	Iteration 33Q: 3 clusters Score -358696.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -358705.156250 Penalty: 2908.248047
	Iteration 34Q: 3 clusters Score -358705.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -358711.687500 Penalty: 2908.248047
	Iteration 35Q: 3 clusters Score -358711.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -358719.718750 Penalty: 2908.248047
	Iteration 36Q: 3 clusters Score -358719.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -358727.312500 Penalty: 2908.248047
	Iteration 37Q: 3 clusters Score -358727.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -358732.718750 Penalty: 2908.248047
	Iteration 38Q: 3 clusters Score -358732.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -358740.031250 Penalty: 2908.248047
	Iteration 39Q: 3 clusters Score -358740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -358751.812500 Penalty: 2908.248047
	Iteration 40F: 3 clusters Score -358751.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -358760.375000 Penalty: 2908.248047
	Iteration 41Q: 3 clusters Score -358760.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -358770.031250 Penalty: 2908.248047
	Iteration 42Q: 3 clusters Score -358770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -358780.375000 Penalty: 2908.248047
	Iteration 43Q: 3 clusters Score -358780.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -358796.875000 Penalty: 2908.248047
	Iteration 44Q: 3 clusters Score -358796.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -358809.812500 Penalty: 2908.248047
	Iteration 45Q: 3 clusters Score -358809.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -358823.093750 Penalty: 2908.248047
	Iteration 46Q: 3 clusters Score -358823.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -358833.875000 Penalty: 2908.248047
	Iteration 47Q: 3 clusters Score -358833.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -358844.000000 Penalty: 2908.248047
	Iteration 48Q: 3 clusters Score -358844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -358855.875000 Penalty: 2908.248047
	Iteration 49Q: 3 clusters Score -358855.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -358869.531250 Penalty: 2908.248047
	Iteration 50Q: 3 clusters Score -358869.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -358889.093750 Penalty: 2908.248047
	Iteration 51Q: 3 clusters Score -358889.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -358905.906250 Penalty: 2908.248047
	Iteration 52Q: 3 clusters Score -358905.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -358930.656250 Penalty: 2908.248047
	Iteration 53Q: 3 clusters Score -358930.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -358955.250000 Penalty: 2908.248047
	Iteration 54Q: 3 clusters Score -358955.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -358985.593750 Penalty: 2908.248047
	Iteration 55Q: 3 clusters Score -358985.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -359015.031250 Penalty: 2908.248047
	Iteration 56Q: 3 clusters Score -359015 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -359045.375000 Penalty: 2908.248047
	Iteration 57Q: 3 clusters Score -359045.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -359062.625000 Penalty: 2908.248047
	Iteration 58Q: 3 clusters Score -359062.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -359074.531250 Penalty: 2908.248047
	Iteration 59Q: 3 clusters Score -359074.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -359086.062500 Penalty: 2908.248047
	Iteration 60F: 3 clusters Score -359086.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -359097.343750 Penalty: 2908.248047
	Iteration 61Q: 3 clusters Score -359097.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -359107.500000 Penalty: 2908.248047
	Iteration 62Q: 3 clusters Score -359107.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -359118.843750 Penalty: 2908.248047
	Iteration 63Q: 3 clusters Score -359118.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -359132.062500 Penalty: 2908.248047
	Iteration 64Q: 3 clusters Score -359132.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -359141.468750 Penalty: 2908.248047
	Iteration 65Q: 3 clusters Score -359141.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -359151.937500 Penalty: 2908.248047
	Iteration 66Q: 3 clusters Score -359151.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -359162.031250 Penalty: 2908.248047
	Iteration 67Q: 3 clusters Score -359162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -359168.000000 Penalty: 2908.248047
	Iteration 68Q: 3 clusters Score -359168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -359174.687500 Penalty: 2908.248047
	Iteration 69Q: 3 clusters Score -359174.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -359181.250000 Penalty: 2908.248047
	Iteration 70Q: 3 clusters Score -359181.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -359183.906250 Penalty: 2908.248047
	Iteration 71Q: 3 clusters Score -359183.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -359187.531250 Penalty: 2908.248047
	Iteration 72Q: 3 clusters Score -359187.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -359189.531250 Penalty: 2908.248047
	Iteration 73Q: 3 clusters Score -359189.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -359192.656250 Penalty: 2908.248047
	Iteration 74Q: 3 clusters Score -359192.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -359196.906250 Penalty: 2908.248047
	Iteration 75Q: 3 clusters Score -359196.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -359204.875000 Penalty: 2908.248047
	Iteration 76Q: 3 clusters Score -359204.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -359213.906250 Penalty: 2908.248047
	Iteration 77Q: 3 clusters Score -359213.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -359218.156250 Penalty: 2908.248047
	Iteration 78Q: 3 clusters Score -359218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -359221.375000 Penalty: 2908.248047
	Iteration 79Q: 3 clusters Score -359221.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -359221.875000 Penalty: 2908.248047
	Iteration 80F: 3 clusters Score -359221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -359224.000000 Penalty: 2908.248047
	Iteration 81Q: 3 clusters Score -359224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -359226.281250 Penalty: 2908.248047
	Iteration 82Q: 3 clusters Score -359226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -359227.781250 Penalty: 2908.248047
	Iteration 83Q: 3 clusters Score -359227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -359228.812500 Penalty: 2908.248047
	Iteration 84Q: 3 clusters Score -359228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -359231.031250 Penalty: 2908.248047
	Iteration 85Q: 3 clusters Score -359231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -359235.093750 Penalty: 2908.248047
	Iteration 86Q: 3 clusters Score -359235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -359241.187500 Penalty: 2908.248047
	Iteration 87Q: 3 clusters Score -359241.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -359247.312500 Penalty: 2908.248047
	Iteration 88Q: 3 clusters Score -359247.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -359251.375000 Penalty: 2908.248047
	Iteration 89Q: 3 clusters Score -359251.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -359256.843750 Penalty: 2908.248047
	Iteration 90Q: 3 clusters Score -359256.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -359263.031250 Penalty: 2908.248047
	Iteration 91Q: 3 clusters Score -359263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -359266.906250 Penalty: 2908.248047
	Iteration 92Q: 3 clusters Score -359266.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -359269.343750 Penalty: 2908.248047
	Iteration 93Q: 3 clusters Score -359269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -359272.437500 Penalty: 2908.248047
	Iteration 94Q: 3 clusters Score -359272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -359273.406250 Penalty: 2908.248047
	Iteration 95Q: 3 clusters Score -359273.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -359274.906250 Penalty: 2908.248047
	Iteration 96Q: 3 clusters Score -359274.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -359276.281250 Penalty: 2908.248047
	Iteration 97Q: 3 clusters Score -359276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -359279.250000 Penalty: 2908.248047
	Iteration 98Q: 3 clusters Score -359279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -359281.500000 Penalty: 2908.248047
	Iteration 99Q: 3 clusters Score -359281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -359282.937500 Penalty: 2908.248047
	Iteration 100F: 3 clusters Score -359282.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -359282.843750 Penalty: 2908.248047
	Iteration 101Q: 3 clusters Score -359282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -359283.468750 Penalty: 2908.248047
	Iteration 102Q: 3 clusters Score -359283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -359285.593750 Penalty: 2908.248047
	Iteration 103Q: 3 clusters Score -359285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -359287.250000 Penalty: 2908.248047
	Iteration 104Q: 3 clusters Score -359287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -359288.156250 Penalty: 2908.248047
	Iteration 105Q: 3 clusters Score -359288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -359291.625000 Penalty: 2908.248047
	Iteration 106Q: 3 clusters Score -359291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -359292.187500 Penalty: 2908.248047
	Iteration 107Q: 3 clusters Score -359292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -359292.562500 Penalty: 2908.248047
	Iteration 108Q: 3 clusters Score -359292.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -359295.937500 Penalty: 2908.248047
	Iteration 109Q: 3 clusters Score -359295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -359297.093750 Penalty: 2908.248047
	Iteration 110Q: 3 clusters Score -359297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -359297.406250 Penalty: 2908.248047
	Iteration 111Q: 3 clusters Score -359297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -359297.406250 Penalty: 2908.248047
	Iteration 112F: 3 clusters Score -359297.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -111266.765625 Penalty: 1265.449585
	Iteration 0F: 2 clusters Score -111266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -108895.609375 Penalty: 2530.899170
	Iteration 0F: 3 clusters Score -108895.6 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -109452.421875 Penalty: 2530.899170
	Iteration 1F: 3 clusters Score -109452.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -109563.687500 Penalty: 2530.899170
	Iteration 2F: 3 clusters Score -109563.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -109617.710938 Penalty: 2530.899170
	Iteration 3Q: 3 clusters Score -109617.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -109658.992188 Penalty: 2530.899170
	Iteration 4Q: 3 clusters Score -109659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -109689.625000 Penalty: 2530.899170
	Iteration 5Q: 3 clusters Score -109689.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -109715.406250 Penalty: 2530.899170
	Iteration 6Q: 3 clusters Score -109715.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -109732.671875 Penalty: 2530.899170
	Iteration 7Q: 3 clusters Score -109732.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -109746.101562 Penalty: 2530.899170
	Iteration 8Q: 3 clusters Score -109746.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -109755.976562 Penalty: 2530.899170
	Iteration 9Q: 3 clusters Score -109756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -109769.125000 Penalty: 2530.899170
	Iteration 10Q: 3 clusters Score -109769.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -109785.773438 Penalty: 2530.899170
	Iteration 11Q: 3 clusters Score -109785.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -109804.289062 Penalty: 2530.899170
	Iteration 12Q: 3 clusters Score -109804.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -109822.546875 Penalty: 2530.899170
	Iteration 13Q: 3 clusters Score -109822.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -109841.812500 Penalty: 2530.899170
	Iteration 14Q: 3 clusters Score -109841.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -109861.562500 Penalty: 2530.899170
	Iteration 15Q: 3 clusters Score -109861.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -109878.492188 Penalty: 2530.899170
	Iteration 16Q: 3 clusters Score -109878.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -109891.500000 Penalty: 2530.899170
	Iteration 17Q: 3 clusters Score -109891.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -109901.539062 Penalty: 2530.899170
	Iteration 18Q: 3 clusters Score -109901.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -109913.125000 Penalty: 2530.899170
	Iteration 19Q: 3 clusters Score -109913.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -109920.406250 Penalty: 2530.899170
	Iteration 20F: 3 clusters Score -109920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -109923.257812 Penalty: 2530.899170
	Iteration 21Q: 3 clusters Score -109923.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -109925.773438 Penalty: 2530.899170
	Iteration 22Q: 3 clusters Score -109925.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -109928.382812 Penalty: 2530.899170
	Iteration 23Q: 3 clusters Score -109928.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -109929.929688 Penalty: 2530.899170
	Iteration 24Q: 3 clusters Score -109929.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -109930.757812 Penalty: 2530.899170
	Iteration 25Q: 3 clusters Score -109930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -109931.070312 Penalty: 2530.899170
	Iteration 26Q: 3 clusters Score -109931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -109932.539062 Penalty: 2530.899170
	Iteration 27Q: 3 clusters Score -109932.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -109934.039062 Penalty: 2530.899170
	Iteration 28Q: 3 clusters Score -109934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -109935.875000 Penalty: 2530.899170
	Iteration 29Q: 3 clusters Score -109935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -109937.937500 Penalty: 2530.899170
	Iteration 30Q: 3 clusters Score -109937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -109940.757812 Penalty: 2530.899170
	Iteration 31Q: 3 clusters Score -109940.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -109943.617188 Penalty: 2530.899170
	Iteration 32Q: 3 clusters Score -109943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -109944.109375 Penalty: 2530.899170
	Iteration 33Q: 3 clusters Score -109944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -109944.171875 Penalty: 2530.899170
	Iteration 34Q: 3 clusters Score -109944.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -109944.171875 Penalty: 2530.899170
	Iteration 35F: 3 clusters Score -109944.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Entering Unmasked Estep 
Score: -361130.625000 Penalty: 1439.854248
	Iteration 0F: 2 clusters Score -361130.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -355794.656250 Penalty: 2879.708496
	Iteration 0F: 3 clusters Score -355794.7 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -357395.812500 Penalty: 2879.708496
	Iteration 1F: 3 clusters Score -357395.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -357615.312500 Penalty: 2879.708496
	Iteration 2F: 3 clusters Score -357615.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -357779.750000 Penalty: 2879.708496
	Iteration 3F: 3 clusters Score -357779.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -357909.406250 Penalty: 2879.708496
	Iteration 4Q: 3 clusters Score -357909.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -358035.500000 Penalty: 2879.708496
	Iteration 5Q: 3 clusters Score -358035.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -358162.031250 Penalty: 2879.708496
	Iteration 6Q: 3 clusters Score -358162 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -358297.062500 Penalty: 2879.708496
	Iteration 7Q: 3 clusters Score -358297.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -358455.906250 Penalty: 2879.708496
	Iteration 8Q: 3 clusters Score -358455.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -358610.468750 Penalty: 2879.708496
	Iteration 9Q: 3 clusters Score -358610.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -358774.906250 Penalty: 2879.708496
	Iteration 10Q: 3 clusters Score -358774.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -358968.312500 Penalty: 2879.708496
	Iteration 11Q: 3 clusters Score -358968.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -359155.312500 Penalty: 2879.708496
	Iteration 12Q: 3 clusters Score -359155.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -359335.781250 Penalty: 2879.708496
	Iteration 13Q: 3 clusters Score -359335.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -359516.593750 Penalty: 2879.708496
	Iteration 14Q: 3 clusters Score -359516.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -359670.500000 Penalty: 2879.708496
	Iteration 15Q: 3 clusters Score -359670.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -359766.187500 Penalty: 2879.708496
	Iteration 16Q: 3 clusters Score -359766.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -359843.687500 Penalty: 2879.708496
	Iteration 17Q: 3 clusters Score -359843.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -359894.781250 Penalty: 2879.708496
	Iteration 18Q: 3 clusters Score -359894.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -359928.156250 Penalty: 2879.708496
	Iteration 19Q: 3 clusters Score -359928.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -359943.593750 Penalty: 2879.708496
	Iteration 20F: 3 clusters Score -359943.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -359955.218750 Penalty: 2879.708496
	Iteration 21Q: 3 clusters Score -359955.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -359962.562500 Penalty: 2879.708496
	Iteration 22Q: 3 clusters Score -359962.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -359968.843750 Penalty: 2879.708496
	Iteration 23Q: 3 clusters Score -359968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -359972.937500 Penalty: 2879.708496
	Iteration 24Q: 3 clusters Score -359972.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -359975.750000 Penalty: 2879.708496
	Iteration 25Q: 3 clusters Score -359975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -359980.687500 Penalty: 2879.708496
	Iteration 26Q: 3 clusters Score -359980.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -359982.906250 Penalty: 2879.708496
	Iteration 27Q: 3 clusters Score -359982.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -359985.125000 Penalty: 2879.708496
	Iteration 28Q: 3 clusters Score -359985.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -359985.656250 Penalty: 2879.708496
	Iteration 29Q: 3 clusters Score -359985.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -359985.718750 Penalty: 2879.708496
	Iteration 30Q: 3 clusters Score -359985.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -359985.812500 Penalty: 2879.708496
	Iteration 31Q: 3 clusters Score -359985.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -359985.812500 Penalty: 2879.708496
	Iteration 32F: 3 clusters Score -359985.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Entering Unmasked Estep 
Score: -1619410.750000 Penalty: 1684.422974
	Iteration 0F: 2 clusters Score -1619411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1598094.000000 Penalty: 3368.845947
	Iteration 0F: 3 clusters Score -1598094 nChanged 14664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1606044.000000 Penalty: 3368.845947
	Iteration 1F: 3 clusters Score -1606044 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1606464.875000 Penalty: 3368.845947
	Iteration 2Q: 3 clusters Score -1606465 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1606873.250000 Penalty: 3368.845947
	Iteration 3Q: 3 clusters Score -1606873 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1607329.625000 Penalty: 3368.845947
	Iteration 4Q: 3 clusters Score -1607330 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1607925.750000 Penalty: 3368.845947
	Iteration 5Q: 3 clusters Score -1607926 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1608652.125000 Penalty: 3368.845947
	Iteration 6Q: 3 clusters Score -1608652 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1609545.000000 Penalty: 3368.845947
	Iteration 7Q: 3 clusters Score -1609545 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1610548.250000 Penalty: 3368.845947
	Iteration 8F: 3 clusters Score -1610548 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1611492.250000 Penalty: 3368.845947
	Iteration 9Q: 3 clusters Score -1611492 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1612214.750000 Penalty: 3368.845947
	Iteration 10Q: 3 clusters Score -1612215 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1612739.125000 Penalty: 3368.845947
	Iteration 11Q: 3 clusters Score -1612739 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1613101.375000 Penalty: 3368.845947
	Iteration 12Q: 3 clusters Score -1613101 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1613379.500000 Penalty: 3368.845947
	Iteration 13Q: 3 clusters Score -1613380 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1613573.625000 Penalty: 3368.845947
	Iteration 14Q: 3 clusters Score -1613574 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1613749.750000 Penalty: 3368.845947
	Iteration 15Q: 3 clusters Score -1613750 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1613919.250000 Penalty: 3368.845947
	Iteration 16Q: 3 clusters Score -1613919 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1614083.875000 Penalty: 3368.845947
	Iteration 17Q: 3 clusters Score -1614084 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1614247.125000 Penalty: 3368.845947
	Iteration 18Q: 3 clusters Score -1614247 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1614404.375000 Penalty: 3368.845947
	Iteration 19Q: 3 clusters Score -1614404 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1614543.125000 Penalty: 3368.845947
	Iteration 20F: 3 clusters Score -1614543 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1614698.125000 Penalty: 3368.845947
	Iteration 21Q: 3 clusters Score -1614698 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1614850.875000 Penalty: 3368.845947
	Iteration 22Q: 3 clusters Score -1614851 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1615008.875000 Penalty: 3368.845947
	Iteration 23Q: 3 clusters Score -1615009 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1615200.500000 Penalty: 3368.845947
	Iteration 24Q: 3 clusters Score -1615200 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1615443.625000 Penalty: 3368.845947
	Iteration 25Q: 3 clusters Score -1615444 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1615717.000000 Penalty: 3368.845947
	Iteration 26Q: 3 clusters Score -1615717 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1616000.125000 Penalty: 3368.845947
	Iteration 27Q: 3 clusters Score -1616000 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1616297.000000 Penalty: 3368.845947
	Iteration 28Q: 3 clusters Score -1616297 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1616558.750000 Penalty: 3368.845947
	Iteration 29Q: 3 clusters Score -1616559 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1616802.125000 Penalty: 3368.845947
	Iteration 30Q: 3 clusters Score -1616802 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1617015.500000 Penalty: 3368.845947
	Iteration 31Q: 3 clusters Score -1617016 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1617211.625000 Penalty: 3368.845947
	Iteration 32Q: 3 clusters Score -1617212 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1617378.500000 Penalty: 3368.845947
	Iteration 33Q: 3 clusters Score -1617378 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1617518.750000 Penalty: 3368.845947
	Iteration 34Q: 3 clusters Score -1617519 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1617613.000000 Penalty: 3368.845947
	Iteration 35Q: 3 clusters Score -1617613 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1617679.125000 Penalty: 3368.845947
	Iteration 36Q: 3 clusters Score -1617679 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1617739.125000 Penalty: 3368.845947
	Iteration 37Q: 3 clusters Score -1617739 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1617786.500000 Penalty: 3368.845947
	Iteration 38Q: 3 clusters Score -1617786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1617825.375000 Penalty: 3368.845947
	Iteration 39Q: 3 clusters Score -1617825 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1617859.000000 Penalty: 3368.845947
	Iteration 40F: 3 clusters Score -1617859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1617871.750000 Penalty: 3368.845947
	Iteration 41Q: 3 clusters Score -1617872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1617887.625000 Penalty: 3368.845947
	Iteration 42Q: 3 clusters Score -1617888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1617898.125000 Penalty: 3368.845947
	Iteration 43Q: 3 clusters Score -1617898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1617913.625000 Penalty: 3368.845947
	Iteration 44Q: 3 clusters Score -1617914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1617921.625000 Penalty: 3368.845947
	Iteration 45Q: 3 clusters Score -1617922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1617925.500000 Penalty: 3368.845947
	Iteration 46Q: 3 clusters Score -1617926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1617932.000000 Penalty: 3368.845947
	Iteration 47Q: 3 clusters Score -1617932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1617938.750000 Penalty: 3368.845947
	Iteration 48Q: 3 clusters Score -1617939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1617947.500000 Penalty: 3368.845947
	Iteration 49Q: 3 clusters Score -1617948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1617953.250000 Penalty: 3368.845947
	Iteration 50Q: 3 clusters Score -1617953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1617956.375000 Penalty: 3368.845947
	Iteration 51Q: 3 clusters Score -1617956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1617962.250000 Penalty: 3368.845947
	Iteration 52Q: 3 clusters Score -1617962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1617967.500000 Penalty: 3368.845947
	Iteration 53Q: 3 clusters Score -1617968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1617969.625000 Penalty: 3368.845947
	Iteration 54Q: 3 clusters Score -1617970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1617973.250000 Penalty: 3368.845947
	Iteration 55Q: 3 clusters Score -1617973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1617974.750000 Penalty: 3368.845947
	Iteration 56Q: 3 clusters Score -1617975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1617974.125000 Penalty: 3368.845947
	Iteration 57Q: 3 clusters Score -1617974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1617975.125000 Penalty: 3368.845947
	Iteration 58Q: 3 clusters Score -1617975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1617975.125000 Penalty: 3368.845947
	Iteration 59F: 3 clusters Score -1617975 nChanged 0
--- Evaluating fit on full set of 1756689 points ---
Entering Unmasked Estep 
Score: -84643344.000000 Penalty: 42058.402344
21->19 Clusters: Score -84643344.000000, best is -84637520.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 585563 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 28125 members 
Mstep: Class 3 contains 28199 members 
Mstep: Class 4 contains 27634 members 
Mstep: Class 5 contains 27906 members 
Mstep: Class 6 contains 28125 members 
Mstep: Class 7 contains 27701 members 
Mstep: Class 8 contains 27604 members 
Mstep: Class 9 contains 28096 members 
Mstep: Class 10 contains 27687 members 
Mstep: Class 11 contains 27945 members 
Mstep: Class 12 contains 27997 members 
Mstep: Class 13 contains 28027 members 
Mstep: Class 14 contains 27732 members 
Mstep: Class 15 contains 27987 members 
Mstep: Class 16 contains 27845 members 
Mstep: Class 17 contains 27810 members 
Mstep: Class 18 contains 27930 members 
Mstep: Class 19 contains 27839 members 
Mstep: Class 20 contains 27899 members 
Mstep: Class 21 contains 27661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 767.924133 but Gain 2158.050781
Score: -26050862.000000 Penalty: 43161.070312
Iteration 0F: 21 clusters Score -2.605086e+07 nChanged 552567
Entering Unmasked Mstep 
Mstep: Class 0 contains 681 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 36125 members 
Mstep: Class 3 contains 36757 members 
Mstep: Class 4 contains 17232 members 
Mstep: Class 5 contains 27651 members 
Mstep: Class 6 contains 34857 members 
Mstep: Class 7 contains 23471 members 
Mstep: Class 8 contains 39226 members 
Mstep: Class 9 contains 43413 members 
Mstep: Class 10 contains 22515 members 
Mstep: Class 11 contains 34510 members 
Mstep: Class 12 contains 23967 members 
Mstep: Class 13 contains 32100 members 
Mstep: Class 14 contains 21785 members 
Mstep: Class 15 contains 32327 members 
Mstep: Class 16 contains 28246 members 
Mstep: Class 17 contains 24770 members 
Mstep: Class 18 contains 19655 members 
Mstep: Class 19 contains 20674 members 
Mstep: Class 20 contains 35863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27377356.000000 Penalty: 43161.070312
Iteration 1F: 21 clusters Score -2.737736e+07 nChanged 150341
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 37830 members 
Mstep: Class 3 contains 37719 members 
Mstep: Class 4 contains 13089 members 
Mstep: Class 5 contains 24520 members 
Mstep: Class 6 contains 31841 members 
Mstep: Class 7 contains 18100 members 
Mstep: Class 8 contains 45015 members 
Mstep: Class 9 contains 54494 members 
Mstep: Class 10 contains 18049 members 
Mstep: Class 11 contains 35772 members 
Mstep: Class 12 contains 28099 members 
Mstep: Class 13 contains 37144 members 
Mstep: Class 14 contains 17457 members 
Mstep: Class 15 contains 33533 members 
Mstep: Class 16 contains 25823 members 
Mstep: Class 17 contains 22938 members 
Mstep: Class 18 contains 15626 members 
Mstep: Class 19 contains 15836 members 
Mstep: Class 20 contains 41538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27544412.000000 Penalty: 43161.070312
Iteration 2F: 21 clusters Score -2.754441e+07 nChanged 114655
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 36022 members 
Mstep: Class 3 contains 37424 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 22125 members 
Mstep: Class 6 contains 29094 members 
Mstep: Class 7 contains 14350 members 
Mstep: Class 8 contains 50060 members 
Mstep: Class 9 contains 63832 members 
Mstep: Class 10 contains 14341 members 
Mstep: Class 11 contains 34992 members 
Mstep: Class 12 contains 33604 members 
Mstep: Class 13 contains 40149 members 
Mstep: Class 14 contains 13471 members 
Mstep: Class 15 contains 34278 members 
Mstep: Class 16 contains 22696 members 
Mstep: Class 17 contains 20151 members 
Mstep: Class 18 contains 13517 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 48979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27632184.000000 Penalty: 43161.070312
Iteration 3F: 21 clusters Score -2.763218e+07 nChanged 92165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 33238 members 
Mstep: Class 3 contains 35321 members 
Mstep: Class 4 contains 11526 members 
Mstep: Class 5 contains 20760 members 
Mstep: Class 6 contains 27746 members 
Mstep: Class 7 contains 12001 members 
Mstep: Class 8 contains 55005 members 
Mstep: Class 9 contains 72325 members 
Mstep: Class 10 contains 11290 members 
Mstep: Class 11 contains 32689 members 
Mstep: Class 12 contains 37641 members 
Mstep: Class 13 contains 41218 members 
Mstep: Class 14 contains 10333 members 
Mstep: Class 15 contains 35171 members 
Mstep: Class 16 contains 19694 members 
Mstep: Class 17 contains 16828 members 
Mstep: Class 18 contains 11789 members 
Mstep: Class 19 contains 10204 members 
Mstep: Class 20 contains 57714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27696434.000000 Penalty: 43161.070312
Iteration 4F: 21 clusters Score -2.769643e+07 nChanged 80301
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 30614 members 
Mstep: Class 3 contains 31524 members 
Mstep: Class 4 contains 11193 members 
Mstep: Class 5 contains 19547 members 
Mstep: Class 6 contains 26980 members 
Mstep: Class 7 contains 10346 members 
Mstep: Class 8 contains 60529 members 
Mstep: Class 9 contains 80553 members 
Mstep: Class 10 contains 8736 members 
Mstep: Class 11 contains 29151 members 
Mstep: Class 12 contains 40636 members 
Mstep: Class 13 contains 40749 members 
Mstep: Class 14 contains 7858 members 
Mstep: Class 15 contains 36179 members 
Mstep: Class 16 contains 17255 members 
Mstep: Class 17 contains 13542 members 
Mstep: Class 18 contains 10319 members 
Mstep: Class 19 contains 8348 members 
Mstep: Class 20 contains 67278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27748992.000000 Penalty: 43161.070312
Iteration 5F: 21 clusters Score -2.774899e+07 nChanged 72783
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 27997 members 
Mstep: Class 3 contains 26673 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 18226 members 
Mstep: Class 6 contains 26101 members 
Mstep: Class 7 contains 9215 members 
Mstep: Class 8 contains 66592 members 
Mstep: Class 9 contains 88782 members 
Mstep: Class 10 contains 6668 members 
Mstep: Class 11 contains 24952 members 
Mstep: Class 12 contains 42978 members 
Mstep: Class 13 contains 39021 members 
Mstep: Class 14 contains 5937 members 
Mstep: Class 15 contains 37276 members 
Mstep: Class 16 contains 15221 members 
Mstep: Class 17 contains 10614 members 
Mstep: Class 18 contains 9123 members 
Mstep: Class 19 contains 7012 members 
Mstep: Class 20 contains 76845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27795038.000000 Penalty: 43161.070312
Iteration 6F: 21 clusters Score -2.779504e+07 nChanged 68200
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 25286 members 
Mstep: Class 3 contains 21284 members 
Mstep: Class 4 contains 10676 members 
Mstep: Class 5 contains 16735 members 
Mstep: Class 6 contains 24942 members 
Mstep: Class 7 contains 8437 members 
Mstep: Class 8 contains 72796 members 
Mstep: Class 9 contains 97217 members 
Mstep: Class 10 contains 5150 members 
Mstep: Class 11 contains 20337 members 
Mstep: Class 12 contains 44478 members 
Mstep: Class 13 contains 36333 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 38555 members 
Mstep: Class 16 contains 13458 members 
Mstep: Class 17 contains 8048 members 
Mstep: Class 18 contains 8156 members 
Mstep: Class 19 contains 6111 members 
Mstep: Class 20 contains 86103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27839354.000000 Penalty: 43161.070312
Iteration 7F: 21 clusters Score -2.783935e+07 nChanged 63899
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 22534 members 
Mstep: Class 3 contains 16136 members 
Mstep: Class 4 contains 10799 members 
Mstep: Class 5 contains 15158 members 
Mstep: Class 6 contains 23428 members 
Mstep: Class 7 contains 7931 members 
Mstep: Class 8 contains 78958 members 
Mstep: Class 9 contains 105530 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 45170 members 
Mstep: Class 13 contains 33299 members 
Mstep: Class 14 contains 3548 members 
Mstep: Class 15 contains 39831 members 
Mstep: Class 16 contains 11727 members 
Mstep: Class 17 contains 5874 members 
Mstep: Class 18 contains 7544 members 
Mstep: Class 19 contains 5473 members 
Mstep: Class 20 contains 94280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27880364.000000 Penalty: 43161.070312
Iteration 8F: 21 clusters Score -2.788036e+07 nChanged 59761
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 19851 members 
Mstep: Class 3 contains 11539 members 
Mstep: Class 4 contains 11185 members 
Mstep: Class 5 contains 13487 members 
Mstep: Class 6 contains 21725 members 
Mstep: Class 7 contains 7651 members 
Mstep: Class 8 contains 84810 members 
Mstep: Class 9 contains 112908 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 11613 members 
Mstep: Class 12 contains 45099 members 
Mstep: Class 13 contains 30460 members 
Mstep: Class 14 contains 2871 members 
Mstep: Class 15 contains 40945 members 
Mstep: Class 16 contains 9991 members 
Mstep: Class 17 contains 4198 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 5075 members 
Mstep: Class 20 contains 101383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27918922.000000 Penalty: 43161.070312
Iteration 9F: 21 clusters Score -2.791892e+07 nChanged 55333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 17477 members 
Mstep: Class 3 contains 7821 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 11906 members 
Mstep: Class 6 contains 19810 members 
Mstep: Class 7 contains 7602 members 
Mstep: Class 8 contains 90018 members 
Mstep: Class 9 contains 119172 members 
Mstep: Class 10 contains 2901 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 44340 members 
Mstep: Class 13 contains 28183 members 
Mstep: Class 14 contains 2403 members 
Mstep: Class 15 contains 41956 members 
Mstep: Class 16 contains 8369 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 18 contains 6747 members 
Mstep: Class 19 contains 4913 members 
Mstep: Class 20 contains 106721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27952590.000000 Penalty: 43161.070312
Iteration 10F: 21 clusters Score -2.795259e+07 nChanged 50140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 15483 members 
Mstep: Class 3 contains 5213 members 
Mstep: Class 4 contains 12442 members 
Mstep: Class 5 contains 10475 members 
Mstep: Class 6 contains 17737 members 
Mstep: Class 7 contains 7762 members 
Mstep: Class 8 contains 94497 members 
Mstep: Class 9 contains 124126 members 
Mstep: Class 10 contains 2574 members 
Mstep: Class 11 contains 6364 members 
Mstep: Class 12 contains 43333 members 
Mstep: Class 13 contains 26402 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 42895 members 
Mstep: Class 16 contains 6843 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 6492 members 
Mstep: Class 19 contains 4833 members 
Mstep: Class 20 contains 110482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1694.496094 but Gain 2158.054688
Score: -27982734.000000 Penalty: 41003.015625
Iteration 11F: 20 clusters Score -2.798273e+07 nChanged 46315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 13944 members 
Mstep: Class 3 contains 3437 members 
Mstep: Class 4 contains 13103 members 
Mstep: Class 5 contains 9209 members 
Mstep: Class 6 contains 15670 members 
Mstep: Class 7 contains 8119 members 
Mstep: Class 8 contains 98164 members 
Mstep: Class 9 contains 128632 members 
Mstep: Class 10 contains 2355 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 42203 members 
Mstep: Class 13 contains 25146 members 
Mstep: Class 14 contains 1933 members 
Mstep: Class 15 contains 44087 members 
Mstep: Class 16 contains 5758 members 
Mstep: Class 18 contains 6276 members 
Mstep: Class 19 contains 4828 members 
Mstep: Class 20 contains 113214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28010078.000000 Penalty: 41003.015625
Iteration 12F: 20 clusters Score -2.801008e+07 nChanged 39807
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 12907 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 13707 members 
Mstep: Class 5 contains 8110 members 
Mstep: Class 6 contains 13661 members 
Mstep: Class 7 contains 8527 members 
Mstep: Class 8 contains 101217 members 
Mstep: Class 9 contains 132083 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 40950 members 
Mstep: Class 13 contains 23764 members 
Mstep: Class 14 contains 1823 members 
Mstep: Class 15 contains 45599 members 
Mstep: Class 16 contains 4841 members 
Mstep: Class 18 contains 6098 members 
Mstep: Class 19 contains 4750 members 
Mstep: Class 20 contains 114247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1673.153442 but Gain 2158.054688
Score: -28031594.000000 Penalty: 38844.960938
Iteration 13F: 19 clusters Score -2.803159e+07 nChanged 36064
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 12324 members 
Mstep: Class 4 contains 14464 members 
Mstep: Class 5 contains 7234 members 
Mstep: Class 6 contains 12033 members 
Mstep: Class 7 contains 9006 members 
Mstep: Class 8 contains 104068 members 
Mstep: Class 9 contains 135482 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 3364 members 
Mstep: Class 12 contains 40099 members 
Mstep: Class 13 contains 22269 members 
Mstep: Class 14 contains 1762 members 
Mstep: Class 15 contains 47332 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 18 contains 5996 members 
Mstep: Class 19 contains 4627 members 
Mstep: Class 20 contains 114432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28050940.000000 Penalty: 38844.960938
Iteration 14F: 19 clusters Score -2.805094e+07 nChanged 30199
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 11989 members 
Mstep: Class 4 contains 15056 members 
Mstep: Class 5 contains 6508 members 
Mstep: Class 6 contains 10508 members 
Mstep: Class 7 contains 9393 members 
Mstep: Class 8 contains 106661 members 
Mstep: Class 9 contains 138136 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 39167 members 
Mstep: Class 13 contains 20562 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 48911 members 
Mstep: Class 16 contains 3716 members 
Mstep: Class 18 contains 5893 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 113696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28064466.000000 Penalty: 38844.960938
Iteration 15F: 19 clusters Score -2.806447e+07 nChanged 26460
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 4 contains 15552 members 
Mstep: Class 5 contains 5875 members 
Mstep: Class 6 contains 9195 members 
Mstep: Class 7 contains 9690 members 
Mstep: Class 8 contains 109576 members 
Mstep: Class 9 contains 140475 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 2614 members 
Mstep: Class 12 contains 38344 members 
Mstep: Class 13 contains 18850 members 
Mstep: Class 14 contains 1679 members 
Mstep: Class 15 contains 50401 members 
Mstep: Class 16 contains 3360 members 
Mstep: Class 18 contains 5854 members 
Mstep: Class 19 contains 4185 members 
Mstep: Class 20 contains 112385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28075922.000000 Penalty: 38844.960938
Iteration 16Q: 19 clusters Score -2.807592e+07 nChanged 23366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 11613 members 
Mstep: Class 4 contains 15991 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 8117 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 112914 members 
Mstep: Class 9 contains 142364 members 
Mstep: Class 10 contains 1777 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 37620 members 
Mstep: Class 13 contains 17213 members 
Mstep: Class 14 contains 1657 members 
Mstep: Class 15 contains 51899 members 
Mstep: Class 16 contains 3094 members 
Mstep: Class 18 contains 5841 members 
Mstep: Class 19 contains 4020 members 
Mstep: Class 20 contains 110421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28085714.000000 Penalty: 38844.960938
Iteration 17Q: 19 clusters Score -2.808571e+07 nChanged 21102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 4 contains 16357 members 
Mstep: Class 5 contains 4987 members 
Mstep: Class 6 contains 7204 members 
Mstep: Class 7 contains 10106 members 
Mstep: Class 8 contains 116541 members 
Mstep: Class 9 contains 143959 members 
Mstep: Class 10 contains 1710 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 36976 members 
Mstep: Class 13 contains 15725 members 
Mstep: Class 14 contains 1639 members 
Mstep: Class 15 contains 53373 members 
Mstep: Class 16 contains 2900 members 
Mstep: Class 18 contains 5812 members 
Mstep: Class 19 contains 3892 members 
Mstep: Class 20 contains 107886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28093200.000000 Penalty: 38844.960938
Iteration 18Q: 19 clusters Score -2.80932e+07 nChanged 18818
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 11671 members 
Mstep: Class 4 contains 16668 members 
Mstep: Class 5 contains 4626 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 8 contains 120441 members 
Mstep: Class 9 contains 145222 members 
Mstep: Class 10 contains 1661 members 
Mstep: Class 11 contains 2115 members 
Mstep: Class 12 contains 36344 members 
Mstep: Class 13 contains 14461 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 54774 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 3860 members 
Mstep: Class 20 contains 104774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28099752.000000 Penalty: 38844.960938
Iteration 19Q: 19 clusters Score -2.809975e+07 nChanged 16866
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 11694 members 
Mstep: Class 4 contains 16941 members 
Mstep: Class 5 contains 4326 members 
Mstep: Class 6 contains 5997 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 124485 members 
Mstep: Class 9 contains 146249 members 
Mstep: Class 10 contains 1615 members 
Mstep: Class 11 contains 1981 members 
Mstep: Class 12 contains 35796 members 
Mstep: Class 13 contains 13359 members 
Mstep: Class 14 contains 1618 members 
Mstep: Class 15 contains 56185 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 18 contains 5763 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 20 contains 101257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28105184.000000 Penalty: 38844.960938
Iteration 20F: 19 clusters Score -2.810518e+07 nChanged 15052
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 4 contains 17109 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 5607 members 
Mstep: Class 7 contains 10756 members 
Mstep: Class 8 contains 128757 members 
Mstep: Class 9 contains 146933 members 
Mstep: Class 10 contains 1579 members 
Mstep: Class 11 contains 1849 members 
Mstep: Class 12 contains 35338 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 1602 members 
Mstep: Class 15 contains 57541 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 3821 members 
Mstep: Class 20 contains 97431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28109724.000000 Penalty: 38844.960938
Iteration 21Q: 19 clusters Score -2.810972e+07 nChanged 13613
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 11867 members 
Mstep: Class 4 contains 17280 members 
Mstep: Class 5 contains 3846 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 10980 members 
Mstep: Class 8 contains 133098 members 
Mstep: Class 9 contains 147490 members 
Mstep: Class 10 contains 1540 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 34923 members 
Mstep: Class 13 contains 11610 members 
Mstep: Class 14 contains 1590 members 
Mstep: Class 15 contains 58711 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 18 contains 5680 members 
Mstep: Class 19 contains 3853 members 
Mstep: Class 20 contains 93428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28113548.000000 Penalty: 38844.960938
Iteration 22Q: 19 clusters Score -2.811355e+07 nChanged 12536
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 11958 members 
Mstep: Class 4 contains 17432 members 
Mstep: Class 5 contains 3652 members 
Mstep: Class 6 contains 5122 members 
Mstep: Class 7 contains 11189 members 
Mstep: Class 8 contains 137533 members 
Mstep: Class 9 contains 147871 members 
Mstep: Class 10 contains 1514 members 
Mstep: Class 11 contains 1637 members 
Mstep: Class 12 contains 34512 members 
Mstep: Class 13 contains 10953 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 59722 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 18 contains 5636 members 
Mstep: Class 19 contains 3921 members 
Mstep: Class 20 contains 89260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28116876.000000 Penalty: 38844.960938
Iteration 23Q: 19 clusters Score -2.811688e+07 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 12075 members 
Mstep: Class 4 contains 17549 members 
Mstep: Class 5 contains 3504 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 7 contains 11393 members 
Mstep: Class 8 contains 142093 members 
Mstep: Class 9 contains 148122 members 
Mstep: Class 10 contains 1482 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 34127 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 1580 members 
Mstep: Class 15 contains 60529 members 
Mstep: Class 16 contains 2456 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 84997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2127.822754 but Gain 2158.054688
Score: -28119962.000000 Penalty: 36686.906250
Iteration 24Q: 18 clusters Score -2.811996e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 12189 members 
Mstep: Class 4 contains 17652 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 4886 members 
Mstep: Class 7 contains 11895 members 
Mstep: Class 8 contains 147234 members 
Mstep: Class 9 contains 148657 members 
Mstep: Class 10 contains 1508 members 
Mstep: Class 12 contains 33795 members 
Mstep: Class 13 contains 9921 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 61163 members 
Mstep: Class 16 contains 2456 members 
Mstep: Class 18 contains 5550 members 
Mstep: Class 19 contains 4285 members 
Mstep: Class 20 contains 80686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28124792.000000 Penalty: 36686.906250
Iteration 25Q: 18 clusters Score -2.812479e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 12336 members 
Mstep: Class 4 contains 17654 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 4827 members 
Mstep: Class 7 contains 12125 members 
Mstep: Class 8 contains 152149 members 
Mstep: Class 9 contains 148484 members 
Mstep: Class 10 contains 1478 members 
Mstep: Class 12 contains 33431 members 
Mstep: Class 13 contains 9467 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 15 contains 61719 members 
Mstep: Class 16 contains 2438 members 
Mstep: Class 18 contains 5514 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 76380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28127316.000000 Penalty: 36686.906250
Iteration 26Q: 18 clusters Score -2.812732e+07 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 12450 members 
Mstep: Class 4 contains 17634 members 
Mstep: Class 5 contains 3190 members 
Mstep: Class 6 contains 4819 members 
Mstep: Class 7 contains 12316 members 
Mstep: Class 8 contains 157279 members 
Mstep: Class 9 contains 148187 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 12 contains 33085 members 
Mstep: Class 13 contains 9042 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 62198 members 
Mstep: Class 16 contains 2425 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 71999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28129718.000000 Penalty: 36686.906250
Iteration 27Q: 18 clusters Score -2.812972e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 12522 members 
Mstep: Class 4 contains 17603 members 
Mstep: Class 5 contains 3125 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 12462 members 
Mstep: Class 8 contains 162602 members 
Mstep: Class 9 contains 147884 members 
Mstep: Class 10 contains 1483 members 
Mstep: Class 12 contains 32771 members 
Mstep: Class 13 contains 8624 members 
Mstep: Class 14 contains 1585 members 
Mstep: Class 15 contains 62570 members 
Mstep: Class 16 contains 2415 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 4644 members 
Mstep: Class 20 contains 67552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28132460.000000 Penalty: 36686.906250
Iteration 28Q: 18 clusters Score -2.813246e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 12613 members 
Mstep: Class 4 contains 17539 members 
Mstep: Class 5 contains 3081 members 
Mstep: Class 6 contains 4844 members 
Mstep: Class 7 contains 12597 members 
Mstep: Class 8 contains 168069 members 
Mstep: Class 9 contains 147500 members 
Mstep: Class 10 contains 1493 members 
Mstep: Class 12 contains 32452 members 
Mstep: Class 13 contains 8250 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 62800 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 18 contains 5374 members 
Mstep: Class 19 contains 4738 members 
Mstep: Class 20 contains 63191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28135136.000000 Penalty: 36686.906250
Iteration 29Q: 18 clusters Score -2.813514e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 12651 members 
Mstep: Class 4 contains 17476 members 
Mstep: Class 5 contains 3067 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 12754 members 
Mstep: Class 8 contains 173450 members 
Mstep: Class 9 contains 146985 members 
Mstep: Class 10 contains 1502 members 
Mstep: Class 12 contains 32136 members 
Mstep: Class 13 contains 7881 members 
Mstep: Class 14 contains 1587 members 
Mstep: Class 15 contains 62920 members 
Mstep: Class 16 contains 2375 members 
Mstep: Class 18 contains 5324 members 
Mstep: Class 19 contains 4815 members 
Mstep: Class 20 contains 59131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28137764.000000 Penalty: 36686.906250
Iteration 30Q: 18 clusters Score -2.813776e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36230 members 
Mstep: Class 2 contains 12690 members 
Mstep: Class 4 contains 17373 members 
Mstep: Class 5 contains 3054 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 12906 members 
Mstep: Class 8 contains 178826 members 
Mstep: Class 9 contains 146390 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 12 contains 31840 members 
Mstep: Class 13 contains 7526 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 15 contains 62977 members 
Mstep: Class 16 contains 2382 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 4908 members 
Mstep: Class 20 contains 55178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28140080.000000 Penalty: 36686.906250
Iteration 31Q: 18 clusters Score -2.814008e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 12721 members 
Mstep: Class 4 contains 17258 members 
Mstep: Class 5 contains 3055 members 
Mstep: Class 6 contains 4958 members 
Mstep: Class 7 contains 13032 members 
Mstep: Class 8 contains 184275 members 
Mstep: Class 9 contains 145567 members 
Mstep: Class 10 contains 1535 members 
Mstep: Class 12 contains 31534 members 
Mstep: Class 13 contains 7231 members 
Mstep: Class 14 contains 1587 members 
Mstep: Class 15 contains 62961 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 18 contains 5242 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 51429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28142288.000000 Penalty: 36686.906250
Iteration 32Q: 18 clusters Score -2.814229e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 12762 members 
Mstep: Class 4 contains 17123 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 4994 members 
Mstep: Class 7 contains 13151 members 
Mstep: Class 8 contains 189679 members 
Mstep: Class 9 contains 144576 members 
Mstep: Class 10 contains 1554 members 
Mstep: Class 12 contains 31265 members 
Mstep: Class 13 contains 6952 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 15 contains 62839 members 
Mstep: Class 16 contains 2366 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 5052 members 
Mstep: Class 20 contains 47964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28144708.000000 Penalty: 36686.906250
Iteration 33Q: 18 clusters Score -2.814471e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 12801 members 
Mstep: Class 4 contains 16977 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 5030 members 
Mstep: Class 7 contains 13263 members 
Mstep: Class 8 contains 195025 members 
Mstep: Class 9 contains 143403 members 
Mstep: Class 10 contains 1573 members 
Mstep: Class 12 contains 31029 members 
Mstep: Class 13 contains 6697 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 62681 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 5109 members 
Mstep: Class 20 contains 44723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28146682.000000 Penalty: 36686.906250
Iteration 34Q: 18 clusters Score -2.814668e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 12823 members 
Mstep: Class 4 contains 16801 members 
Mstep: Class 5 contains 3060 members 
Mstep: Class 6 contains 5063 members 
Mstep: Class 7 contains 13366 members 
Mstep: Class 8 contains 200277 members 
Mstep: Class 9 contains 142033 members 
Mstep: Class 10 contains 1606 members 
Mstep: Class 12 contains 30812 members 
Mstep: Class 13 contains 6473 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 15 contains 62529 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 41703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28148964.000000 Penalty: 36686.906250
Iteration 35Q: 18 clusters Score -2.814896e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 12825 members 
Mstep: Class 4 contains 16659 members 
Mstep: Class 5 contains 3049 members 
Mstep: Class 6 contains 5107 members 
Mstep: Class 7 contains 13448 members 
Mstep: Class 8 contains 205460 members 
Mstep: Class 9 contains 140535 members 
Mstep: Class 10 contains 1632 members 
Mstep: Class 12 contains 30600 members 
Mstep: Class 13 contains 6263 members 
Mstep: Class 14 contains 1580 members 
Mstep: Class 15 contains 62316 members 
Mstep: Class 16 contains 2373 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 38927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28151106.000000 Penalty: 36686.906250
Iteration 36Q: 18 clusters Score -2.815111e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 12829 members 
Mstep: Class 4 contains 16504 members 
Mstep: Class 5 contains 3039 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 13531 members 
Mstep: Class 8 contains 210337 members 
Mstep: Class 9 contains 138870 members 
Mstep: Class 10 contains 1661 members 
Mstep: Class 12 contains 30411 members 
Mstep: Class 13 contains 6067 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 15 contains 62072 members 
Mstep: Class 16 contains 2399 members 
Mstep: Class 18 contains 5178 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 36612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28152908.000000 Penalty: 36686.906250
Iteration 37Q: 18 clusters Score -2.815291e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 12846 members 
Mstep: Class 4 contains 16351 members 
Mstep: Class 5 contains 3013 members 
Mstep: Class 6 contains 5217 members 
Mstep: Class 7 contains 13579 members 
Mstep: Class 8 contains 214882 members 
Mstep: Class 9 contains 137226 members 
Mstep: Class 10 contains 1683 members 
Mstep: Class 12 contains 30218 members 
Mstep: Class 13 contains 5854 members 
Mstep: Class 14 contains 1583 members 
Mstep: Class 15 contains 61806 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 18 contains 5173 members 
Mstep: Class 19 contains 5280 members 
Mstep: Class 20 contains 34716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28154658.000000 Penalty: 36686.906250
Iteration 38Q: 18 clusters Score -2.815466e+07 nChanged 6468
Entering ConstructFrom: 
Score: -28154658.000000 Penalty: 36686.906250
Entering ConstructFrom: 
Trying to split cluster 1 (33412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Entering Unmasked Estep 
Score: -1667477.375000 Penalty: 1692.708984
	Iteration 0F: 2 clusters Score -1667477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -1645218.750000 Penalty: 3385.417969
	Iteration 0F: 3 clusters Score -1645219 nChanged 15261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -1653797.500000 Penalty: 3385.417969
	Iteration 1F: 3 clusters Score -1653798 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1654570.125000 Penalty: 3385.417969
	Iteration 2Q: 3 clusters Score -1654570 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1655605.625000 Penalty: 3385.417969
	Iteration 3F: 3 clusters Score -1655606 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1656958.250000 Penalty: 3385.417969
	Iteration 4F: 3 clusters Score -1656958 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1658455.250000 Penalty: 3385.417969
	Iteration 5F: 3 clusters Score -1658455 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -1660072.125000 Penalty: 3385.417969
	Iteration 6F: 3 clusters Score -1660072 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1661541.500000 Penalty: 3385.417969
	Iteration 7F: 3 clusters Score -1661542 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1662590.375000 Penalty: 3385.417969
	Iteration 8F: 3 clusters Score -1662590 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1663124.125000 Penalty: 3385.417969
	Iteration 9Q: 3 clusters Score -1663124 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1663408.125000 Penalty: 3385.417969
	Iteration 10Q: 3 clusters Score -1663408 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1663572.125000 Penalty: 3385.417969
	Iteration 11Q: 3 clusters Score -1663572 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1663673.500000 Penalty: 3385.417969
	Iteration 12Q: 3 clusters Score -1663674 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1663747.000000 Penalty: 3385.417969
	Iteration 13Q: 3 clusters Score -1663747 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1663796.250000 Penalty: 3385.417969
	Iteration 14Q: 3 clusters Score -1663796 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1663858.625000 Penalty: 3385.417969
	Iteration 15Q: 3 clusters Score -1663859 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1663896.500000 Penalty: 3385.417969
	Iteration 16Q: 3 clusters Score -1663896 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1663953.500000 Penalty: 3385.417969
	Iteration 17Q: 3 clusters Score -1663954 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1663994.750000 Penalty: 3385.417969
	Iteration 18Q: 3 clusters Score -1663995 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1664049.375000 Penalty: 3385.417969
	Iteration 19Q: 3 clusters Score -1664049 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1664109.625000 Penalty: 3385.417969
	Iteration 20F: 3 clusters Score -1664110 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1664194.375000 Penalty: 3385.417969
	Iteration 21Q: 3 clusters Score -1664194 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1664300.250000 Penalty: 3385.417969
	Iteration 22Q: 3 clusters Score -1664300 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1664412.500000 Penalty: 3385.417969
	Iteration 23Q: 3 clusters Score -1664412 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1664547.500000 Penalty: 3385.417969
	Iteration 24Q: 3 clusters Score -1664548 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1664682.375000 Penalty: 3385.417969
	Iteration 25Q: 3 clusters Score -1664682 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1664841.125000 Penalty: 3385.417969
	Iteration 26Q: 3 clusters Score -1664841 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1664988.000000 Penalty: 3385.417969
	Iteration 27Q: 3 clusters Score -1664988 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1665162.500000 Penalty: 3385.417969
	Iteration 28Q: 3 clusters Score -1665162 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1665331.750000 Penalty: 3385.417969
	Iteration 29Q: 3 clusters Score -1665332 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1665507.875000 Penalty: 3385.417969
	Iteration 30Q: 3 clusters Score -1665508 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1665716.125000 Penalty: 3385.417969
	Iteration 31Q: 3 clusters Score -1665716 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1665977.125000 Penalty: 3385.417969
	Iteration 32Q: 3 clusters Score -1665977 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1666258.750000 Penalty: 3385.417969
	Iteration 33Q: 3 clusters Score -1666259 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1666500.375000 Penalty: 3385.417969
	Iteration 34Q: 3 clusters Score -1666500 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1666717.750000 Penalty: 3385.417969
	Iteration 35Q: 3 clusters Score -1666718 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1666888.500000 Penalty: 3385.417969
	Iteration 36Q: 3 clusters Score -1666888 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1667017.125000 Penalty: 3385.417969
	Iteration 37Q: 3 clusters Score -1667017 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1667117.000000 Penalty: 3385.417969
	Iteration 38Q: 3 clusters Score -1667117 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1667186.375000 Penalty: 3385.417969
	Iteration 39Q: 3 clusters Score -1667186 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1667250.500000 Penalty: 3385.417969
	Iteration 40F: 3 clusters Score -1667250 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1667286.500000 Penalty: 3385.417969
	Iteration 41Q: 3 clusters Score -1667286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1667308.375000 Penalty: 3385.417969
	Iteration 42Q: 3 clusters Score -1667308 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1667319.125000 Penalty: 3385.417969
	Iteration 43Q: 3 clusters Score -1667319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1667332.375000 Penalty: 3385.417969
	Iteration 44Q: 3 clusters Score -1667332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1667336.750000 Penalty: 3385.417969
	Iteration 45Q: 3 clusters Score -1667337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1667343.250000 Penalty: 3385.417969
	Iteration 46Q: 3 clusters Score -1667343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1667343.000000 Penalty: 3385.417969
	Iteration 47Q: 3 clusters Score -1667343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1667344.750000 Penalty: 3385.417969
	Iteration 48Q: 3 clusters Score -1667345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1667346.500000 Penalty: 3385.417969
	Iteration 49Q: 3 clusters Score -1667346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1667346.375000 Penalty: 3385.417969
	Iteration 50Q: 3 clusters Score -1667346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1667347.000000 Penalty: 3385.417969
	Iteration 51Q: 3 clusters Score -1667347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1667348.750000 Penalty: 3385.417969
	Iteration 52Q: 3 clusters Score -1667349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1667350.250000 Penalty: 3385.417969
	Iteration 53Q: 3 clusters Score -1667350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1667353.500000 Penalty: 3385.417969
	Iteration 54Q: 3 clusters Score -1667354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1667350.875000 Penalty: 3385.417969
	Iteration 55Q: 3 clusters Score -1667351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1667350.750000 Penalty: 3385.417969
	Iteration 56Q: 3 clusters Score -1667351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1667350.375000 Penalty: 3385.417969
	Iteration 57Q: 3 clusters Score -1667350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1667351.875000 Penalty: 3385.417969
	Iteration 58Q: 3 clusters Score -1667352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1667354.375000 Penalty: 3385.417969
	Iteration 59Q: 3 clusters Score -1667354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1667356.750000 Penalty: 3385.417969
	Iteration 60F: 3 clusters Score -1667357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1667358.250000 Penalty: 3385.417969
	Iteration 61Q: 3 clusters Score -1667358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1667359.000000 Penalty: 3385.417969
	Iteration 62Q: 3 clusters Score -1667359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1667359.750000 Penalty: 3385.417969
	Iteration 63Q: 3 clusters Score -1667360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1667361.375000 Penalty: 3385.417969
	Iteration 64Q: 3 clusters Score -1667361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1667358.125000 Penalty: 3385.417969
	Iteration 65Q: 3 clusters Score -1667358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1667362.625000 Penalty: 3385.417969
	Iteration 66Q: 3 clusters Score -1667363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1667361.625000 Penalty: 3385.417969
	Iteration 67Q: 3 clusters Score -1667362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1667361.625000 Penalty: 3385.417969
	Iteration 68F: 3 clusters Score -1667362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Entering Unmasked Estep 
Score: -648921.375000 Penalty: 1537.378052
	Iteration 0F: 2 clusters Score -648921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -639896.875000 Penalty: 3074.756104
	Iteration 0F: 3 clusters Score -639896.9 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -642899.000000 Penalty: 3074.756104
	Iteration 1F: 3 clusters Score -642899 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -643284.062500 Penalty: 3074.756104
	Iteration 2F: 3 clusters Score -643284.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -643659.312500 Penalty: 3074.756104
	Iteration 3F: 3 clusters Score -643659.3 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -644074.875000 Penalty: 3074.756104
	Iteration 4F: 3 clusters Score -644074.9 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -644563.312500 Penalty: 3074.756104
	Iteration 5F: 3 clusters Score -644563.3 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -645136.812500 Penalty: 3074.756104
	Iteration 6F: 3 clusters Score -645136.8 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -645818.562500 Penalty: 3074.756104
	Iteration 7F: 3 clusters Score -645818.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -646383.625000 Penalty: 3074.756104
	Iteration 8Q: 3 clusters Score -646383.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -646733.812500 Penalty: 3074.756104
	Iteration 9Q: 3 clusters Score -646733.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -646924.500000 Penalty: 3074.756104
	Iteration 10Q: 3 clusters Score -646924.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -647024.187500 Penalty: 3074.756104
	Iteration 11Q: 3 clusters Score -647024.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -647074.125000 Penalty: 3074.756104
	Iteration 12Q: 3 clusters Score -647074.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -647097.000000 Penalty: 3074.756104
	Iteration 13Q: 3 clusters Score -647097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -647117.437500 Penalty: 3074.756104
	Iteration 14Q: 3 clusters Score -647117.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -647131.437500 Penalty: 3074.756104
	Iteration 15Q: 3 clusters Score -647131.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -647141.937500 Penalty: 3074.756104
	Iteration 16Q: 3 clusters Score -647141.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -647147.937500 Penalty: 3074.756104
	Iteration 17Q: 3 clusters Score -647147.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -647156.000000 Penalty: 3074.756104
	Iteration 18Q: 3 clusters Score -647156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -647160.312500 Penalty: 3074.756104
	Iteration 19Q: 3 clusters Score -647160.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -647166.937500 Penalty: 3074.756104
	Iteration 20F: 3 clusters Score -647166.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -647170.500000 Penalty: 3074.756104
	Iteration 21Q: 3 clusters Score -647170.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -647174.062500 Penalty: 3074.756104
	Iteration 22Q: 3 clusters Score -647174.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -647180.937500 Penalty: 3074.756104
	Iteration 23Q: 3 clusters Score -647180.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -647184.625000 Penalty: 3074.756104
	Iteration 24Q: 3 clusters Score -647184.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -647190.875000 Penalty: 3074.756104
	Iteration 25Q: 3 clusters Score -647190.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -647197.500000 Penalty: 3074.756104
	Iteration 26Q: 3 clusters Score -647197.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -647205.187500 Penalty: 3074.756104
	Iteration 27Q: 3 clusters Score -647205.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -647211.625000 Penalty: 3074.756104
	Iteration 28Q: 3 clusters Score -647211.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -647221.375000 Penalty: 3074.756104
	Iteration 29Q: 3 clusters Score -647221.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -647229.000000 Penalty: 3074.756104
	Iteration 30Q: 3 clusters Score -647229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -647239.875000 Penalty: 3074.756104
	Iteration 31Q: 3 clusters Score -647239.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -647245.000000 Penalty: 3074.756104
	Iteration 32Q: 3 clusters Score -647245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -647248.187500 Penalty: 3074.756104
	Iteration 33Q: 3 clusters Score -647248.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -647254.312500 Penalty: 3074.756104
	Iteration 34Q: 3 clusters Score -647254.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -647264.000000 Penalty: 3074.756104
	Iteration 35Q: 3 clusters Score -647264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -647274.812500 Penalty: 3074.756104
	Iteration 36Q: 3 clusters Score -647274.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -647288.125000 Penalty: 3074.756104
	Iteration 37Q: 3 clusters Score -647288.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -647306.687500 Penalty: 3074.756104
	Iteration 38Q: 3 clusters Score -647306.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -647330.625000 Penalty: 3074.756104
	Iteration 39Q: 3 clusters Score -647330.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -647359.562500 Penalty: 3074.756104
	Iteration 40F: 3 clusters Score -647359.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -647380.687500 Penalty: 3074.756104
	Iteration 41Q: 3 clusters Score -647380.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -647396.062500 Penalty: 3074.756104
	Iteration 42Q: 3 clusters Score -647396.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -647410.750000 Penalty: 3074.756104
	Iteration 43Q: 3 clusters Score -647410.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -647426.812500 Penalty: 3074.756104
	Iteration 44Q: 3 clusters Score -647426.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -647444.687500 Penalty: 3074.756104
	Iteration 45Q: 3 clusters Score -647444.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -647462.000000 Penalty: 3074.756104
	Iteration 46Q: 3 clusters Score -647462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -647475.062500 Penalty: 3074.756104
	Iteration 47Q: 3 clusters Score -647475.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -647482.000000 Penalty: 3074.756104
	Iteration 48Q: 3 clusters Score -647482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -647485.750000 Penalty: 3074.756104
	Iteration 49Q: 3 clusters Score -647485.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -647491.875000 Penalty: 3074.756104
	Iteration 50Q: 3 clusters Score -647491.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -647497.375000 Penalty: 3074.756104
	Iteration 51Q: 3 clusters Score -647497.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -647505.812500 Penalty: 3074.756104
	Iteration 52Q: 3 clusters Score -647505.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -647512.125000 Penalty: 3074.756104
	Iteration 53Q: 3 clusters Score -647512.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -647519.875000 Penalty: 3074.756104
	Iteration 54Q: 3 clusters Score -647519.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -647528.062500 Penalty: 3074.756104
	Iteration 55Q: 3 clusters Score -647528.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -647539.812500 Penalty: 3074.756104
	Iteration 56Q: 3 clusters Score -647539.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -647546.875000 Penalty: 3074.756104
	Iteration 57Q: 3 clusters Score -647546.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -647556.375000 Penalty: 3074.756104
	Iteration 58Q: 3 clusters Score -647556.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -647560.687500 Penalty: 3074.756104
	Iteration 59Q: 3 clusters Score -647560.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -647565.812500 Penalty: 3074.756104
	Iteration 60F: 3 clusters Score -647565.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -647568.812500 Penalty: 3074.756104
	Iteration 61Q: 3 clusters Score -647568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -647571.250000 Penalty: 3074.756104
	Iteration 62Q: 3 clusters Score -647571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -647572.625000 Penalty: 3074.756104
	Iteration 63Q: 3 clusters Score -647572.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -647574.687500 Penalty: 3074.756104
	Iteration 64Q: 3 clusters Score -647574.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -647578.000000 Penalty: 3074.756104
	Iteration 65Q: 3 clusters Score -647578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -647580.062500 Penalty: 3074.756104
	Iteration 66Q: 3 clusters Score -647580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -647582.062500 Penalty: 3074.756104
	Iteration 67Q: 3 clusters Score -647582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -647584.812500 Penalty: 3074.756104
	Iteration 68Q: 3 clusters Score -647584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -647588.312500 Penalty: 3074.756104
	Iteration 69Q: 3 clusters Score -647588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -647589.062500 Penalty: 3074.756104
	Iteration 70Q: 3 clusters Score -647589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -647588.937500 Penalty: 3074.756104
	Iteration 71Q: 3 clusters Score -647588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -647589.937500 Penalty: 3074.756104
	Iteration 72Q: 3 clusters Score -647589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -647591.500000 Penalty: 3074.756104
	Iteration 73Q: 3 clusters Score -647591.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -647591.500000 Penalty: 3074.756104
	Iteration 74F: 3 clusters Score -647591.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Entering Unmasked Estep 
Score: -800114.687500 Penalty: 1575.104736
	Iteration 0F: 2 clusters Score -800114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -788974.500000 Penalty: 3150.209473
	Iteration 0F: 3 clusters Score -788974.5 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -792872.562500 Penalty: 3150.209473
	Iteration 1F: 3 clusters Score -792872.6 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -793129.062500 Penalty: 3150.209473
	Iteration 2Q: 3 clusters Score -793129.1 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -793365.750000 Penalty: 3150.209473
	Iteration 3Q: 3 clusters Score -793365.8 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -793610.750000 Penalty: 3150.209473
	Iteration 4Q: 3 clusters Score -793610.8 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -793855.437500 Penalty: 3150.209473
	Iteration 5Q: 3 clusters Score -793855.4 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -794092.812500 Penalty: 3150.209473
	Iteration 6Q: 3 clusters Score -794092.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -794357.625000 Penalty: 3150.209473
	Iteration 7Q: 3 clusters Score -794357.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -794655.562500 Penalty: 3150.209473
	Iteration 8Q: 3 clusters Score -794655.6 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -795007.062500 Penalty: 3150.209473
	Iteration 9Q: 3 clusters Score -795007.1 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -795416.375000 Penalty: 3150.209473
	Iteration 10Q: 3 clusters Score -795416.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -795823.437500 Penalty: 3150.209473
	Iteration 11Q: 3 clusters Score -795823.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -796277.625000 Penalty: 3150.209473
	Iteration 12Q: 3 clusters Score -796277.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -796747.437500 Penalty: 3150.209473
	Iteration 13Q: 3 clusters Score -796747.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -797176.437500 Penalty: 3150.209473
	Iteration 14Q: 3 clusters Score -797176.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -797512.125000 Penalty: 3150.209473
	Iteration 15Q: 3 clusters Score -797512.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -797737.687500 Penalty: 3150.209473
	Iteration 16Q: 3 clusters Score -797737.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -797890.500000 Penalty: 3150.209473
	Iteration 17Q: 3 clusters Score -797890.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -798008.750000 Penalty: 3150.209473
	Iteration 18Q: 3 clusters Score -798008.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -798104.375000 Penalty: 3150.209473
	Iteration 19Q: 3 clusters Score -798104.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -798193.812500 Penalty: 3150.209473
	Iteration 20F: 3 clusters Score -798193.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -798279.375000 Penalty: 3150.209473
	Iteration 21Q: 3 clusters Score -798279.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -798346.812500 Penalty: 3150.209473
	Iteration 22Q: 3 clusters Score -798346.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -798409.625000 Penalty: 3150.209473
	Iteration 23Q: 3 clusters Score -798409.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -798465.562500 Penalty: 3150.209473
	Iteration 24Q: 3 clusters Score -798465.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -798538.125000 Penalty: 3150.209473
	Iteration 25Q: 3 clusters Score -798538.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -798602.562500 Penalty: 3150.209473
	Iteration 26Q: 3 clusters Score -798602.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -798657.500000 Penalty: 3150.209473
	Iteration 27Q: 3 clusters Score -798657.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -798714.687500 Penalty: 3150.209473
	Iteration 28Q: 3 clusters Score -798714.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -798762.500000 Penalty: 3150.209473
	Iteration 29Q: 3 clusters Score -798762.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -798803.937500 Penalty: 3150.209473
	Iteration 30Q: 3 clusters Score -798803.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -798838.437500 Penalty: 3150.209473
	Iteration 31Q: 3 clusters Score -798838.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -798878.312500 Penalty: 3150.209473
	Iteration 32Q: 3 clusters Score -798878.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -798925.437500 Penalty: 3150.209473
	Iteration 33Q: 3 clusters Score -798925.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -798972.062500 Penalty: 3150.209473
	Iteration 34Q: 3 clusters Score -798972.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -799011.812500 Penalty: 3150.209473
	Iteration 35Q: 3 clusters Score -799011.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -799047.062500 Penalty: 3150.209473
	Iteration 36Q: 3 clusters Score -799047.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -799070.062500 Penalty: 3150.209473
	Iteration 37Q: 3 clusters Score -799070.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -799084.062500 Penalty: 3150.209473
	Iteration 38Q: 3 clusters Score -799084.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -799090.187500 Penalty: 3150.209473
	Iteration 39Q: 3 clusters Score -799090.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -799100.562500 Penalty: 3150.209473
	Iteration 40F: 3 clusters Score -799100.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -799106.750000 Penalty: 3150.209473
	Iteration 41Q: 3 clusters Score -799106.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -799110.687500 Penalty: 3150.209473
	Iteration 42Q: 3 clusters Score -799110.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -799118.937500 Penalty: 3150.209473
	Iteration 43Q: 3 clusters Score -799118.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -799118.500000 Penalty: 3150.209473
	Iteration 44Q: 3 clusters Score -799118.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -799121.125000 Penalty: 3150.209473
	Iteration 45Q: 3 clusters Score -799121.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -799122.437500 Penalty: 3150.209473
	Iteration 46Q: 3 clusters Score -799122.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -799128.625000 Penalty: 3150.209473
	Iteration 47Q: 3 clusters Score -799128.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -799129.875000 Penalty: 3150.209473
	Iteration 48Q: 3 clusters Score -799129.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -799131.062500 Penalty: 3150.209473
	Iteration 49Q: 3 clusters Score -799131.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -799134.500000 Penalty: 3150.209473
	Iteration 50Q: 3 clusters Score -799134.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -799133.750000 Penalty: 3150.209473
	Iteration 51Q: 3 clusters Score -799133.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -799136.125000 Penalty: 3150.209473
	Iteration 52Q: 3 clusters Score -799136.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -799139.812500 Penalty: 3150.209473
	Iteration 53Q: 3 clusters Score -799139.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -799139.250000 Penalty: 3150.209473
	Iteration 54Q: 3 clusters Score -799139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -799139.562500 Penalty: 3150.209473
	Iteration 55Q: 3 clusters Score -799139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -799141.812500 Penalty: 3150.209473
	Iteration 56Q: 3 clusters Score -799141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -799143.125000 Penalty: 3150.209473
	Iteration 57Q: 3 clusters Score -799143.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -799142.375000 Penalty: 3150.209473
	Iteration 58Q: 3 clusters Score -799142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -799142.875000 Penalty: 3150.209473
	Iteration 59Q: 3 clusters Score -799142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -799142.937500 Penalty: 3150.209473
	Iteration 60F: 3 clusters Score -799142.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -799144.000000 Penalty: 3150.209473
	Iteration 61Q: 3 clusters Score -799144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -799143.500000 Penalty: 3150.209473
	Iteration 62Q: 3 clusters Score -799143.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -799145.250000 Penalty: 3150.209473
	Iteration 63Q: 3 clusters Score -799145.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -799145.875000 Penalty: 3150.209473
	Iteration 64Q: 3 clusters Score -799145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -799145.875000 Penalty: 3150.209473
	Iteration 65F: 3 clusters Score -799145.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -138856.546875 Penalty: 1301.088867
	Iteration 0F: 2 clusters Score -138856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -136142.750000 Penalty: 2602.177734
	Iteration 0F: 3 clusters Score -136142.8 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -136774.421875 Penalty: 2602.177734
	Iteration 1F: 3 clusters Score -136774.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -136926.625000 Penalty: 2602.177734
	Iteration 2F: 3 clusters Score -136926.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -137010.218750 Penalty: 2602.177734
	Iteration 3F: 3 clusters Score -137010.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -137073.281250 Penalty: 2602.177734
	Iteration 4Q: 3 clusters Score -137073.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -137125.609375 Penalty: 2602.177734
	Iteration 5Q: 3 clusters Score -137125.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -137158.218750 Penalty: 2602.177734
	Iteration 6Q: 3 clusters Score -137158.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -137180.468750 Penalty: 2602.177734
	Iteration 7Q: 3 clusters Score -137180.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -137197.984375 Penalty: 2602.177734
	Iteration 8Q: 3 clusters Score -137198 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -137210.328125 Penalty: 2602.177734
	Iteration 9Q: 3 clusters Score -137210.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -137220.359375 Penalty: 2602.177734
	Iteration 10Q: 3 clusters Score -137220.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -137229.593750 Penalty: 2602.177734
	Iteration 11Q: 3 clusters Score -137229.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -137238.234375 Penalty: 2602.177734
	Iteration 12Q: 3 clusters Score -137238.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -137246.000000 Penalty: 2602.177734
	Iteration 13Q: 3 clusters Score -137246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -137254.187500 Penalty: 2602.177734
	Iteration 14Q: 3 clusters Score -137254.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -137262.296875 Penalty: 2602.177734
	Iteration 15Q: 3 clusters Score -137262.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -137271.437500 Penalty: 2602.177734
	Iteration 16Q: 3 clusters Score -137271.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -137284.359375 Penalty: 2602.177734
	Iteration 17Q: 3 clusters Score -137284.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -137301.906250 Penalty: 2602.177734
	Iteration 18Q: 3 clusters Score -137301.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -137317.578125 Penalty: 2602.177734
	Iteration 19Q: 3 clusters Score -137317.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -137341.890625 Penalty: 2602.177734
	Iteration 20F: 3 clusters Score -137341.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -137374.750000 Penalty: 2602.177734
	Iteration 21Q: 3 clusters Score -137374.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -137406.968750 Penalty: 2602.177734
	Iteration 22Q: 3 clusters Score -137407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -137440.031250 Penalty: 2602.177734
	Iteration 23Q: 3 clusters Score -137440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -137473.875000 Penalty: 2602.177734
	Iteration 24Q: 3 clusters Score -137473.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -137507.078125 Penalty: 2602.177734
	Iteration 25Q: 3 clusters Score -137507.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -137534.125000 Penalty: 2602.177734
	Iteration 26Q: 3 clusters Score -137534.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -137577.921875 Penalty: 2602.177734
	Iteration 27Q: 3 clusters Score -137577.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -137614.125000 Penalty: 2602.177734
	Iteration 28Q: 3 clusters Score -137614.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -137635.906250 Penalty: 2602.177734
	Iteration 29Q: 3 clusters Score -137635.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -137653.187500 Penalty: 2602.177734
	Iteration 30Q: 3 clusters Score -137653.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -137668.875000 Penalty: 2602.177734
	Iteration 31Q: 3 clusters Score -137668.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -137675.328125 Penalty: 2602.177734
	Iteration 32Q: 3 clusters Score -137675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -137681.265625 Penalty: 2602.177734
	Iteration 33Q: 3 clusters Score -137681.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -137687.234375 Penalty: 2602.177734
	Iteration 34Q: 3 clusters Score -137687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137691.781250 Penalty: 2602.177734
	Iteration 35Q: 3 clusters Score -137691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -137695.343750 Penalty: 2602.177734
	Iteration 36Q: 3 clusters Score -137695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -137698.093750 Penalty: 2602.177734
	Iteration 37Q: 3 clusters Score -137698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -137700.234375 Penalty: 2602.177734
	Iteration 38Q: 3 clusters Score -137700.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -137704.984375 Penalty: 2602.177734
	Iteration 39Q: 3 clusters Score -137705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137706.062500 Penalty: 2602.177734
	Iteration 40F: 3 clusters Score -137706.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -260073.984375 Penalty: 1392.744263
	Iteration 0F: 2 clusters Score -260074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -255886.781250 Penalty: 2785.488525
	Iteration 0F: 3 clusters Score -255886.8 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -257071.296875 Penalty: 2785.488525
	Iteration 1F: 3 clusters Score -257071.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -257233.265625 Penalty: 2785.488525
	Iteration 2F: 3 clusters Score -257233.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -257353.562500 Penalty: 2785.488525
	Iteration 3Q: 3 clusters Score -257353.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -257435.328125 Penalty: 2785.488525
	Iteration 4Q: 3 clusters Score -257435.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -257495.625000 Penalty: 2785.488525
	Iteration 5Q: 3 clusters Score -257495.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -257530.937500 Penalty: 2785.488525
	Iteration 6Q: 3 clusters Score -257530.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -257566.312500 Penalty: 2785.488525
	Iteration 7Q: 3 clusters Score -257566.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -257597.265625 Penalty: 2785.488525
	Iteration 8Q: 3 clusters Score -257597.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -257620.406250 Penalty: 2785.488525
	Iteration 9Q: 3 clusters Score -257620.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -257644.156250 Penalty: 2785.488525
	Iteration 10Q: 3 clusters Score -257644.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -257675.046875 Penalty: 2785.488525
	Iteration 11Q: 3 clusters Score -257675 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -257714.000000 Penalty: 2785.488525
	Iteration 12Q: 3 clusters Score -257714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -257769.109375 Penalty: 2785.488525
	Iteration 13Q: 3 clusters Score -257769.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -257839.531250 Penalty: 2785.488525
	Iteration 14Q: 3 clusters Score -257839.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -257917.406250 Penalty: 2785.488525
	Iteration 15Q: 3 clusters Score -257917.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -258000.046875 Penalty: 2785.488525
	Iteration 16Q: 3 clusters Score -258000 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -258076.140625 Penalty: 2785.488525
	Iteration 17Q: 3 clusters Score -258076.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -258164.562500 Penalty: 2785.488525
	Iteration 18Q: 3 clusters Score -258164.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -258267.343750 Penalty: 2785.488525
	Iteration 19Q: 3 clusters Score -258267.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -258380.687500 Penalty: 2785.488525
	Iteration 20F: 3 clusters Score -258380.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -258491.968750 Penalty: 2785.488525
	Iteration 21Q: 3 clusters Score -258492 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -258596.406250 Penalty: 2785.488525
	Iteration 22Q: 3 clusters Score -258596.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -258671.937500 Penalty: 2785.488525
	Iteration 23Q: 3 clusters Score -258671.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -258738.953125 Penalty: 2785.488525
	Iteration 24Q: 3 clusters Score -258739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -258782.390625 Penalty: 2785.488525
	Iteration 25Q: 3 clusters Score -258782.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -258816.234375 Penalty: 2785.488525
	Iteration 26Q: 3 clusters Score -258816.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -258836.562500 Penalty: 2785.488525
	Iteration 27Q: 3 clusters Score -258836.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -258846.765625 Penalty: 2785.488525
	Iteration 28Q: 3 clusters Score -258846.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -258850.750000 Penalty: 2785.488525
	Iteration 29Q: 3 clusters Score -258850.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -258855.468750 Penalty: 2785.488525
	Iteration 30Q: 3 clusters Score -258855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -258859.546875 Penalty: 2785.488525
	Iteration 31Q: 3 clusters Score -258859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -258866.093750 Penalty: 2785.488525
	Iteration 32Q: 3 clusters Score -258866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -258873.937500 Penalty: 2785.488525
	Iteration 33Q: 3 clusters Score -258873.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -258878.437500 Penalty: 2785.488525
	Iteration 34Q: 3 clusters Score -258878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -258879.531250 Penalty: 2785.488525
	Iteration 35Q: 3 clusters Score -258879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -258883.093750 Penalty: 2785.488525
	Iteration 36Q: 3 clusters Score -258883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -258883.937500 Penalty: 2785.488525
	Iteration 37Q: 3 clusters Score -258883.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -258884.578125 Penalty: 2785.488525
	Iteration 38Q: 3 clusters Score -258884.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -258884.578125 Penalty: 2785.488525
	Iteration 39F: 3 clusters Score -258884.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Entering Unmasked Estep 
Score: -668917.312500 Penalty: 1546.777954
	Iteration 0F: 2 clusters Score -668917.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -659387.687500 Penalty: 3093.555908
	Iteration 0F: 3 clusters Score -659387.7 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -662739.437500 Penalty: 3093.555908
	Iteration 1F: 3 clusters Score -662739.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -663105.562500 Penalty: 3093.555908
	Iteration 2F: 3 clusters Score -663105.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -663473.875000 Penalty: 3093.555908
	Iteration 3F: 3 clusters Score -663473.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -663908.125000 Penalty: 3093.555908
	Iteration 4F: 3 clusters Score -663908.1 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -664472.812500 Penalty: 3093.555908
	Iteration 5F: 3 clusters Score -664472.8 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -665186.000000 Penalty: 3093.555908
	Iteration 6F: 3 clusters Score -665186 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -665908.937500 Penalty: 3093.555908
	Iteration 7F: 3 clusters Score -665908.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -666529.812500 Penalty: 3093.555908
	Iteration 8Q: 3 clusters Score -666529.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -666998.312500 Penalty: 3093.555908
	Iteration 9Q: 3 clusters Score -666998.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -667250.500000 Penalty: 3093.555908
	Iteration 10Q: 3 clusters Score -667250.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -667394.750000 Penalty: 3093.555908
	Iteration 11Q: 3 clusters Score -667394.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -667473.000000 Penalty: 3093.555908
	Iteration 12Q: 3 clusters Score -667473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -667519.000000 Penalty: 3093.555908
	Iteration 13Q: 3 clusters Score -667519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -667535.375000 Penalty: 3093.555908
	Iteration 14Q: 3 clusters Score -667535.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -667551.625000 Penalty: 3093.555908
	Iteration 15Q: 3 clusters Score -667551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -667555.375000 Penalty: 3093.555908
	Iteration 16Q: 3 clusters Score -667555.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -667562.187500 Penalty: 3093.555908
	Iteration 17Q: 3 clusters Score -667562.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -667567.937500 Penalty: 3093.555908
	Iteration 18Q: 3 clusters Score -667567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -667569.250000 Penalty: 3093.555908
	Iteration 19Q: 3 clusters Score -667569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -667570.750000 Penalty: 3093.555908
	Iteration 20F: 3 clusters Score -667570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -667571.250000 Penalty: 3093.555908
	Iteration 21Q: 3 clusters Score -667571.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -667571.250000 Penalty: 3093.555908
	Iteration 22F: 3 clusters Score -667571.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (219244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219244 members 
Entering Unmasked Estep 
Score: -11214143.000000 Penalty: 1998.415283
	Iteration 0F: 2 clusters Score -1.121414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109496 members 
Mstep: Class 2 contains 109748 members 
Entering Unmasked Estep 
Score: -11066271.000000 Penalty: 3996.830566
	Iteration 0F: 3 clusters Score -1.106627e+07 nChanged 106608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105272 members 
Mstep: Class 2 contains 113972 members 
Entering Unmasked Estep 
Score: -11129273.000000 Penalty: 3996.830566
	Iteration 1F: 3 clusters Score -1.112927e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102617 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -11130535.000000 Penalty: 3996.830566
	Iteration 2Q: 3 clusters Score -1.113054e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 120772 members 
Entering Unmasked Estep 
Score: -11132453.000000 Penalty: 3996.830566
	Iteration 3Q: 3 clusters Score -1.113245e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92187 members 
Mstep: Class 2 contains 127057 members 
Entering Unmasked Estep 
Score: -11135545.000000 Penalty: 3996.830566
	Iteration 4Q: 3 clusters Score -1.113554e+07 nChanged 11186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82987 members 
Mstep: Class 2 contains 136257 members 
Entering Unmasked Estep 
Score: -11140778.000000 Penalty: 3996.830566
	Iteration 5F: 3 clusters Score -1.114078e+07 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 148897 members 
Entering Unmasked Estep 
Score: -11149713.000000 Penalty: 3996.830566
	Iteration 6F: 3 clusters Score -1.114971e+07 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 164473 members 
Entering Unmasked Estep 
Score: -11162680.000000 Penalty: 3996.830566
	Iteration 7F: 3 clusters Score -1.116268e+07 nChanged 16743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 180696 members 
Entering Unmasked Estep 
Score: -11177508.000000 Penalty: 3996.830566
	Iteration 8F: 3 clusters Score -1.117751e+07 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 194019 members 
Entering Unmasked Estep 
Score: -11190705.000000 Penalty: 3996.830566
	Iteration 9F: 3 clusters Score -1.11907e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 202864 members 
Entering Unmasked Estep 
Score: -11199314.000000 Penalty: 3996.830566
	Iteration 10Q: 3 clusters Score -1.119931e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 207938 members 
Entering Unmasked Estep 
Score: -11204605.000000 Penalty: 3996.830566
	Iteration 11Q: 3 clusters Score -1.12046e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 210704 members 
Entering Unmasked Estep 
Score: -11207711.000000 Penalty: 3996.830566
	Iteration 12Q: 3 clusters Score -1.120771e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 212180 members 
Entering Unmasked Estep 
Score: -11209361.000000 Penalty: 3996.830566
	Iteration 13Q: 3 clusters Score -1.120936e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 213067 members 
Entering Unmasked Estep 
Score: -11210248.000000 Penalty: 3996.830566
	Iteration 14Q: 3 clusters Score -1.121025e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 213714 members 
Entering Unmasked Estep 
Score: -11210802.000000 Penalty: 3996.830566
	Iteration 15Q: 3 clusters Score -1.12108e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 214171 members 
Entering Unmasked Estep 
Score: -11211094.000000 Penalty: 3996.830566
	Iteration 16Q: 3 clusters Score -1.121109e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 214544 members 
Entering Unmasked Estep 
Score: -11211321.000000 Penalty: 3996.830566
	Iteration 17Q: 3 clusters Score -1.121132e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 214855 members 
Entering Unmasked Estep 
Score: -11211492.000000 Penalty: 3996.830566
	Iteration 18Q: 3 clusters Score -1.121149e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 215121 members 
Entering Unmasked Estep 
Score: -11211639.000000 Penalty: 3996.830566
	Iteration 19Q: 3 clusters Score -1.121164e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 215358 members 
Entering Unmasked Estep 
Score: -11211743.000000 Penalty: 3996.830566
	Iteration 20F: 3 clusters Score -1.121174e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 215569 members 
Entering Unmasked Estep 
Score: -11211812.000000 Penalty: 3996.830566
	Iteration 21Q: 3 clusters Score -1.121181e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 215738 members 
Entering Unmasked Estep 
Score: -11211897.000000 Penalty: 3996.830566
	Iteration 22Q: 3 clusters Score -1.12119e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 215904 members 
Entering Unmasked Estep 
Score: -11211946.000000 Penalty: 3996.830566
	Iteration 23Q: 3 clusters Score -1.121195e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 216062 members 
Entering Unmasked Estep 
Score: -11212022.000000 Penalty: 3996.830566
	Iteration 24Q: 3 clusters Score -1.121202e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 216197 members 
Entering Unmasked Estep 
Score: -11212067.000000 Penalty: 3996.830566
	Iteration 25Q: 3 clusters Score -1.121207e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 216325 members 
Entering Unmasked Estep 
Score: -11212124.000000 Penalty: 3996.830566
	Iteration 26Q: 3 clusters Score -1.121212e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 216428 members 
Entering Unmasked Estep 
Score: -11212147.000000 Penalty: 3996.830566
	Iteration 27Q: 3 clusters Score -1.121215e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 216518 members 
Entering Unmasked Estep 
Score: -11212161.000000 Penalty: 3996.830566
	Iteration 28Q: 3 clusters Score -1.121216e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 216589 members 
Entering Unmasked Estep 
Score: -11212188.000000 Penalty: 3996.830566
	Iteration 29Q: 3 clusters Score -1.121219e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 216653 members 
Entering Unmasked Estep 
Score: -11212180.000000 Penalty: 3996.830566
	Iteration 30Q: 3 clusters Score -1.121218e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 216710 members 
Entering Unmasked Estep 
Score: -11212204.000000 Penalty: 3996.830566
	Iteration 31Q: 3 clusters Score -1.12122e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 216761 members 
Entering Unmasked Estep 
Score: -11212239.000000 Penalty: 3996.830566
	Iteration 32Q: 3 clusters Score -1.121224e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 216812 members 
Entering Unmasked Estep 
Score: -11212245.000000 Penalty: 3996.830566
	Iteration 33Q: 3 clusters Score -1.121224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 216847 members 
Entering Unmasked Estep 
Score: -11212239.000000 Penalty: 3996.830566
	Iteration 34Q: 3 clusters Score -1.121224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 216875 members 
Entering Unmasked Estep 
Score: -11212230.000000 Penalty: 3996.830566
	Iteration 35Q: 3 clusters Score -1.121223e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 216906 members 
Entering Unmasked Estep 
Score: -11212261.000000 Penalty: 3996.830566
	Iteration 36Q: 3 clusters Score -1.121226e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 216940 members 
Entering Unmasked Estep 
Score: -11212282.000000 Penalty: 3996.830566
	Iteration 37Q: 3 clusters Score -1.121228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 216980 members 
Entering Unmasked Estep 
Score: -11212303.000000 Penalty: 3996.830566
	Iteration 38Q: 3 clusters Score -1.12123e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 217022 members 
Entering Unmasked Estep 
Score: -11212327.000000 Penalty: 3996.830566
	Iteration 39Q: 3 clusters Score -1.121233e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 217067 members 
Entering Unmasked Estep 
Score: -11212336.000000 Penalty: 3996.830566
	Iteration 40F: 3 clusters Score -1.121234e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 217102 members 
Entering Unmasked Estep 
Score: -11212349.000000 Penalty: 3996.830566
	Iteration 41Q: 3 clusters Score -1.121235e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 217132 members 
Entering Unmasked Estep 
Score: -11212339.000000 Penalty: 3996.830566
	Iteration 42Q: 3 clusters Score -1.121234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 217160 members 
Entering Unmasked Estep 
Score: -11212356.000000 Penalty: 3996.830566
	Iteration 43Q: 3 clusters Score -1.121236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 217183 members 
Entering Unmasked Estep 
Score: -11212354.000000 Penalty: 3996.830566
	Iteration 44Q: 3 clusters Score -1.121235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 217206 members 
Entering Unmasked Estep 
Score: -11212369.000000 Penalty: 3996.830566
	Iteration 45Q: 3 clusters Score -1.121237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 217226 members 
Entering Unmasked Estep 
Score: -11212382.000000 Penalty: 3996.830566
	Iteration 46Q: 3 clusters Score -1.121238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 217239 members 
Entering Unmasked Estep 
Score: -11212375.000000 Penalty: 3996.830566
	Iteration 47Q: 3 clusters Score -1.121238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 217250 members 
Entering Unmasked Estep 
Score: -11212378.000000 Penalty: 3996.830566
	Iteration 48Q: 3 clusters Score -1.121238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 217262 members 
Entering Unmasked Estep 
Score: -11212392.000000 Penalty: 3996.830566
	Iteration 49Q: 3 clusters Score -1.121239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 217270 members 
Entering Unmasked Estep 
Score: -11212376.000000 Penalty: 3996.830566
	Iteration 50Q: 3 clusters Score -1.121238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 217281 members 
Entering Unmasked Estep 
Score: -11212381.000000 Penalty: 3996.830566
	Iteration 51Q: 3 clusters Score -1.121238e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 217293 members 
Entering Unmasked Estep 
Score: -11212390.000000 Penalty: 3996.830566
	Iteration 52Q: 3 clusters Score -1.121239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 217300 members 
Entering Unmasked Estep 
Score: -11212397.000000 Penalty: 3996.830566
	Iteration 53Q: 3 clusters Score -1.12124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 217309 members 
Entering Unmasked Estep 
Score: -11212402.000000 Penalty: 3996.830566
	Iteration 54Q: 3 clusters Score -1.12124e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 217316 members 
Entering Unmasked Estep 
Score: -11212403.000000 Penalty: 3996.830566
	Iteration 55Q: 3 clusters Score -1.12124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 217318 members 
Entering Unmasked Estep 
Score: -11212408.000000 Penalty: 3996.830566
	Iteration 56Q: 3 clusters Score -1.121241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 217323 members 
Entering Unmasked Estep 
Score: -11212405.000000 Penalty: 3996.830566
	Iteration 57Q: 3 clusters Score -1.12124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 217329 members 
Entering Unmasked Estep 
Score: -11212415.000000 Penalty: 3996.830566
	Iteration 58Q: 3 clusters Score -1.121242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 217331 members 
Entering Unmasked Estep 
Score: -11212419.000000 Penalty: 3996.830566
	Iteration 59Q: 3 clusters Score -1.121242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 217331 members 
Entering Unmasked Estep 
Score: -11212414.000000 Penalty: 3996.830566
	Iteration 60F: 3 clusters Score -1.121241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 217332 members 
Entering Unmasked Estep 
Score: -11212414.000000 Penalty: 3996.830566
	Iteration 61Q: 3 clusters Score -1.121241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 217334 members 
Entering Unmasked Estep 
Score: -11212407.000000 Penalty: 3996.830566
	Iteration 62Q: 3 clusters Score -1.121241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 217336 members 
Entering Unmasked Estep 
Score: -11212411.000000 Penalty: 3996.830566
	Iteration 63Q: 3 clusters Score -1.121241e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 217341 members 
Entering Unmasked Estep 
Score: -11212419.000000 Penalty: 3996.830566
	Iteration 64Q: 3 clusters Score -1.121242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 217344 members 
Entering Unmasked Estep 
Score: -11212415.000000 Penalty: 3996.830566
	Iteration 65Q: 3 clusters Score -1.121242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 217344 members 
Entering Unmasked Estep 
Score: -11212415.000000 Penalty: 3996.830566
	Iteration 66F: 3 clusters Score -1.121242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (135362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135362 members 
Entering Unmasked Estep 
Score: -6660714.500000 Penalty: 1920.052612
	Iteration 0F: 2 clusters Score -6660714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -6569649.000000 Penalty: 3840.105225
	Iteration 0F: 3 clusters Score -6569649 nChanged 65319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60350 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -6609954.000000 Penalty: 3840.105225
	Iteration 1F: 3 clusters Score -6609954 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -6612891.500000 Penalty: 3840.105225
	Iteration 2Q: 3 clusters Score -6612892 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 85461 members 
Entering Unmasked Estep 
Score: -6617347.000000 Penalty: 3840.105225
	Iteration 3F: 3 clusters Score -6617347 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -6623585.500000 Penalty: 3840.105225
	Iteration 4F: 3 clusters Score -6623586 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -6631357.000000 Penalty: 3840.105225
	Iteration 5F: 3 clusters Score -6631357 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 112145 members 
Entering Unmasked Estep 
Score: -6639888.000000 Penalty: 3840.105225
	Iteration 6F: 3 clusters Score -6639888 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -6647197.000000 Penalty: 3840.105225
	Iteration 7F: 3 clusters Score -6647197 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 125485 members 
Entering Unmasked Estep 
Score: -6652471.500000 Penalty: 3840.105225
	Iteration 8Q: 3 clusters Score -6652472 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 128719 members 
Entering Unmasked Estep 
Score: -6655505.500000 Penalty: 3840.105225
	Iteration 9Q: 3 clusters Score -6655506 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 130531 members 
Entering Unmasked Estep 
Score: -6657057.500000 Penalty: 3840.105225
	Iteration 10Q: 3 clusters Score -6657058 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 131602 members 
Entering Unmasked Estep 
Score: -6657997.000000 Penalty: 3840.105225
	Iteration 11Q: 3 clusters Score -6657997 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 132232 members 
Entering Unmasked Estep 
Score: -6658523.000000 Penalty: 3840.105225
	Iteration 12Q: 3 clusters Score -6658523 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 132644 members 
Entering Unmasked Estep 
Score: -6658755.000000 Penalty: 3840.105225
	Iteration 13Q: 3 clusters Score -6658755 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 132929 members 
Entering Unmasked Estep 
Score: -6658903.000000 Penalty: 3840.105225
	Iteration 14Q: 3 clusters Score -6658903 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 133149 members 
Entering Unmasked Estep 
Score: -6659018.500000 Penalty: 3840.105225
	Iteration 15Q: 3 clusters Score -6659018 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 133311 members 
Entering Unmasked Estep 
Score: -6659113.000000 Penalty: 3840.105225
	Iteration 16Q: 3 clusters Score -6659113 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -6659142.000000 Penalty: 3840.105225
	Iteration 17Q: 3 clusters Score -6659142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 133517 members 
Entering Unmasked Estep 
Score: -6659180.500000 Penalty: 3840.105225
	Iteration 18Q: 3 clusters Score -6659180 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 133581 members 
Entering Unmasked Estep 
Score: -6659209.000000 Penalty: 3840.105225
	Iteration 19Q: 3 clusters Score -6659209 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 133630 members 
Entering Unmasked Estep 
Score: -6659234.500000 Penalty: 3840.105225
	Iteration 20F: 3 clusters Score -6659234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 133668 members 
Entering Unmasked Estep 
Score: -6659250.500000 Penalty: 3840.105225
	Iteration 21Q: 3 clusters Score -6659250 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 133708 members 
Entering Unmasked Estep 
Score: -6659262.500000 Penalty: 3840.105225
	Iteration 22Q: 3 clusters Score -6659262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 133744 members 
Entering Unmasked Estep 
Score: -6659268.000000 Penalty: 3840.105225
	Iteration 23Q: 3 clusters Score -6659268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 133768 members 
Entering Unmasked Estep 
Score: -6659279.000000 Penalty: 3840.105225
	Iteration 24Q: 3 clusters Score -6659279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 133788 members 
Entering Unmasked Estep 
Score: -6659283.500000 Penalty: 3840.105225
	Iteration 25Q: 3 clusters Score -6659284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 133798 members 
Entering Unmasked Estep 
Score: -6659293.500000 Penalty: 3840.105225
	Iteration 26Q: 3 clusters Score -6659294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 133806 members 
Entering Unmasked Estep 
Score: -6659299.000000 Penalty: 3840.105225
	Iteration 27Q: 3 clusters Score -6659299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 133824 members 
Entering Unmasked Estep 
Score: -6659301.000000 Penalty: 3840.105225
	Iteration 28Q: 3 clusters Score -6659301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 133833 members 
Entering Unmasked Estep 
Score: -6659299.000000 Penalty: 3840.105225
	Iteration 29Q: 3 clusters Score -6659299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 133845 members 
Entering Unmasked Estep 
Score: -6659303.500000 Penalty: 3840.105225
	Iteration 30Q: 3 clusters Score -6659304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -6659302.500000 Penalty: 3840.105225
	Iteration 31Q: 3 clusters Score -6659302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 133856 members 
Entering Unmasked Estep 
Score: -6659293.000000 Penalty: 3840.105225
	Iteration 32Q: 3 clusters Score -6659293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -6659291.500000 Penalty: 3840.105225
	Iteration 33Q: 3 clusters Score -6659292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 133862 members 
Entering Unmasked Estep 
Score: -6659290.000000 Penalty: 3840.105225
	Iteration 34Q: 3 clusters Score -6659290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 133865 members 
Entering Unmasked Estep 
Score: -6659292.500000 Penalty: 3840.105225
	Iteration 35Q: 3 clusters Score -6659292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 133866 members 
Entering Unmasked Estep 
Score: -6659291.500000 Penalty: 3840.105225
	Iteration 36Q: 3 clusters Score -6659292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 133866 members 
Entering Unmasked Estep 
Score: -6659295.000000 Penalty: 3840.105225
	Iteration 37Q: 3 clusters Score -6659295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 133866 members 
Entering Unmasked Estep 
Score: -6659292.000000 Penalty: 3840.105225
	Iteration 38Q: 3 clusters Score -6659292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 133867 members 
Entering Unmasked Estep 
Score: -6659291.500000 Penalty: 3840.105225
	Iteration 39Q: 3 clusters Score -6659292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 133868 members 
Entering Unmasked Estep 
Score: -6659295.500000 Penalty: 3840.105225
	Iteration 40F: 3 clusters Score -6659296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 133870 members 
Entering Unmasked Estep 
Score: -6659295.000000 Penalty: 3840.105225
	Iteration 41Q: 3 clusters Score -6659295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 133869 members 
Entering Unmasked Estep 
Score: -6659292.500000 Penalty: 3840.105225
	Iteration 42Q: 3 clusters Score -6659292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 133868 members 
Entering Unmasked Estep 
Score: -6659294.500000 Penalty: 3840.105225
	Iteration 43Q: 3 clusters Score -6659294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 133870 members 
Entering Unmasked Estep 
Score: -6659298.000000 Penalty: 3840.105225
	Iteration 44Q: 3 clusters Score -6659298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 133876 members 
Entering Unmasked Estep 
Score: -6659300.500000 Penalty: 3840.105225
	Iteration 45Q: 3 clusters Score -6659300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 133880 members 
Entering Unmasked Estep 
Score: -6659295.000000 Penalty: 3840.105225
	Iteration 46Q: 3 clusters Score -6659295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 133882 members 
Entering Unmasked Estep 
Score: -6659298.500000 Penalty: 3840.105225
	Iteration 47Q: 3 clusters Score -6659298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 133884 members 
Entering Unmasked Estep 
Score: -6659300.500000 Penalty: 3840.105225
	Iteration 48Q: 3 clusters Score -6659300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 133886 members 
Entering Unmasked Estep 
Score: -6659302.000000 Penalty: 3840.105225
	Iteration 49Q: 3 clusters Score -6659302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 133887 members 
Entering Unmasked Estep 
Score: -6659305.000000 Penalty: 3840.105225
	Iteration 50Q: 3 clusters Score -6659305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 133888 members 
Entering Unmasked Estep 
Score: -6659303.500000 Penalty: 3840.105225
	Iteration 51Q: 3 clusters Score -6659304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 133889 members 
Entering Unmasked Estep 
Score: -6659302.500000 Penalty: 3840.105225
	Iteration 52Q: 3 clusters Score -6659302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 133891 members 
Entering Unmasked Estep 
Score: -6659304.000000 Penalty: 3840.105225
	Iteration 53Q: 3 clusters Score -6659304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 133895 members 
Entering Unmasked Estep 
Score: -6659303.000000 Penalty: 3840.105225
	Iteration 54Q: 3 clusters Score -6659303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 133894 members 
Entering Unmasked Estep 
Score: -6659307.500000 Penalty: 3840.105225
	Iteration 55Q: 3 clusters Score -6659308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 133896 members 
Entering Unmasked Estep 
Score: -6659311.000000 Penalty: 3840.105225
	Iteration 56Q: 3 clusters Score -6659311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 133897 members 
Entering Unmasked Estep 
Score: -6659313.000000 Penalty: 3840.105225
	Iteration 57Q: 3 clusters Score -6659313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 133898 members 
Entering Unmasked Estep 
Score: -6659315.000000 Penalty: 3840.105225
	Iteration 58Q: 3 clusters Score -6659315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 133900 members 
Entering Unmasked Estep 
Score: -6659314.500000 Penalty: 3840.105225
	Iteration 59Q: 3 clusters Score -6659314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 133901 members 
Entering Unmasked Estep 
Score: -6659319.500000 Penalty: 3840.105225
	Iteration 60F: 3 clusters Score -6659320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 133904 members 
Entering Unmasked Estep 
Score: -6659312.000000 Penalty: 3840.105225
	Iteration 61Q: 3 clusters Score -6659312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 133908 members 
Entering Unmasked Estep 
Score: -6659317.000000 Penalty: 3840.105225
	Iteration 62Q: 3 clusters Score -6659317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 133913 members 
Entering Unmasked Estep 
Score: -6659318.500000 Penalty: 3840.105225
	Iteration 63Q: 3 clusters Score -6659318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 133920 members 
Entering Unmasked Estep 
Score: -6659316.500000 Penalty: 3840.105225
	Iteration 64Q: 3 clusters Score -6659316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 133926 members 
Entering Unmasked Estep 
Score: -6659321.000000 Penalty: 3840.105225
	Iteration 65Q: 3 clusters Score -6659321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 133927 members 
Entering Unmasked Estep 
Score: -6659321.500000 Penalty: 3840.105225
	Iteration 66Q: 3 clusters Score -6659322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 133929 members 
Entering Unmasked Estep 
Score: -6659321.500000 Penalty: 3840.105225
	Iteration 67Q: 3 clusters Score -6659322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 133932 members 
Entering Unmasked Estep 
Score: -6659320.000000 Penalty: 3840.105225
	Iteration 68Q: 3 clusters Score -6659320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 133934 members 
Entering Unmasked Estep 
Score: -6659321.000000 Penalty: 3840.105225
	Iteration 69Q: 3 clusters Score -6659321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 133937 members 
Entering Unmasked Estep 
Score: -6659320.500000 Penalty: 3840.105225
	Iteration 70Q: 3 clusters Score -6659320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 133941 members 
Entering Unmasked Estep 
Score: -6659316.500000 Penalty: 3840.105225
	Iteration 71Q: 3 clusters Score -6659316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 133944 members 
Entering Unmasked Estep 
Score: -6659321.500000 Penalty: 3840.105225
	Iteration 72Q: 3 clusters Score -6659322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 133947 members 
Entering Unmasked Estep 
Score: -6659316.500000 Penalty: 3840.105225
	Iteration 73Q: 3 clusters Score -6659316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 133950 members 
Entering Unmasked Estep 
Score: -6659315.500000 Penalty: 3840.105225
	Iteration 74Q: 3 clusters Score -6659316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 133954 members 
Entering Unmasked Estep 
Score: -6659315.500000 Penalty: 3840.105225
	Iteration 75Q: 3 clusters Score -6659316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 133955 members 
Entering Unmasked Estep 
Score: -6659314.000000 Penalty: 3840.105225
	Iteration 76Q: 3 clusters Score -6659314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 133957 members 
Entering Unmasked Estep 
Score: -6659317.500000 Penalty: 3840.105225
	Iteration 77Q: 3 clusters Score -6659318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 133958 members 
Entering Unmasked Estep 
Score: -6659318.500000 Penalty: 3840.105225
	Iteration 78Q: 3 clusters Score -6659318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -6659325.000000 Penalty: 3840.105225
	Iteration 79Q: 3 clusters Score -6659325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 133959 members 
Entering Unmasked Estep 
Score: -6659325.000000 Penalty: 3840.105225
	Iteration 80F: 3 clusters Score -6659325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -78737.710938 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -78737.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -76807.851562 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -76807.85 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -77199.875000 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -77199.88 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -77305.156250 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -77305.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -77355.820312 Penalty: 2415.364990
	Iteration 3Q: 3 clusters Score -77355.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -77392.460938 Penalty: 2415.364990
	Iteration 4Q: 3 clusters Score -77392.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -77421.234375 Penalty: 2415.364990
	Iteration 5Q: 3 clusters Score -77421.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -77440.085938 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -77440.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -77455.195312 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -77455.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -77467.351562 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -77467.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -77481.242188 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -77481.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -77490.851562 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -77490.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -77495.710938 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -77495.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -77499.031250 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -77499.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -77503.687500 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -77503.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -77506.820312 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -77506.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -77507.882812 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -77507.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -77508.078125 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -77508.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -77508.507812 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -77508.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -77509.390625 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -77509.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -77510.804688 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -77510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -77511.039062 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -77511.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -77511.304688 Penalty: 2415.364990
	Iteration 21Q: 3 clusters Score -77511.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -77512.437500 Penalty: 2415.364990
	Iteration 22Q: 3 clusters Score -77512.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -77513.609375 Penalty: 2415.364990
	Iteration 23Q: 3 clusters Score -77513.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -77514.554688 Penalty: 2415.364990
	Iteration 24Q: 3 clusters Score -77514.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -77516.843750 Penalty: 2415.364990
	Iteration 25Q: 3 clusters Score -77516.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -77519.765625 Penalty: 2415.364990
	Iteration 26Q: 3 clusters Score -77519.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -77523.187500 Penalty: 2415.364990
	Iteration 27Q: 3 clusters Score -77523.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -77525.851562 Penalty: 2415.364990
	Iteration 28Q: 3 clusters Score -77525.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -77527.218750 Penalty: 2415.364990
	Iteration 29Q: 3 clusters Score -77527.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -77530.335938 Penalty: 2415.364990
	Iteration 30Q: 3 clusters Score -77530.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -77538.289062 Penalty: 2415.364990
	Iteration 31Q: 3 clusters Score -77538.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -77541.882812 Penalty: 2415.364990
	Iteration 32Q: 3 clusters Score -77541.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -77544.007812 Penalty: 2415.364990
	Iteration 33Q: 3 clusters Score -77544.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -77548.375000 Penalty: 2415.364990
	Iteration 34Q: 3 clusters Score -77548.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -77550.367188 Penalty: 2415.364990
	Iteration 35Q: 3 clusters Score -77550.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -77550.367188 Penalty: 2415.364990
	Iteration 36F: 3 clusters Score -77550.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Entering Unmasked Estep 
Score: -1388104.625000 Penalty: 1675.518677
	Iteration 0F: 2 clusters Score -1388105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1368047.250000 Penalty: 3351.037354
	Iteration 0F: 3 clusters Score -1368047 nChanged 13893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -1379700.625000 Penalty: 3351.037354
	Iteration 1F: 3 clusters Score -1379701 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -1383862.875000 Penalty: 3351.037354
	Iteration 2F: 3 clusters Score -1383863 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -1387887.875000 Penalty: 3351.037354
	Iteration 3F: 3 clusters Score -1387888 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -1390940.625000 Penalty: 3351.037354
	Iteration 4F: 3 clusters Score -1390941 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -1392819.625000 Penalty: 3351.037354
	Iteration 5F: 3 clusters Score -1392820 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -1393938.625000 Penalty: 3351.037354
	Iteration 6Q: 3 clusters Score -1393939 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -1394558.375000 Penalty: 3351.037354
	Iteration 7Q: 3 clusters Score -1394558 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -1394921.750000 Penalty: 3351.037354
	Iteration 8Q: 3 clusters Score -1394922 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -1395279.125000 Penalty: 3351.037354
	Iteration 9Q: 3 clusters Score -1395279 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -1395648.625000 Penalty: 3351.037354
	Iteration 10Q: 3 clusters Score -1395649 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -1395833.500000 Penalty: 3351.037354
	Iteration 11Q: 3 clusters Score -1395834 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -1395899.500000 Penalty: 3351.037354
	Iteration 12Q: 3 clusters Score -1395900 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -1395921.000000 Penalty: 3351.037354
	Iteration 13Q: 3 clusters Score -1395921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -1395926.750000 Penalty: 3351.037354
	Iteration 14Q: 3 clusters Score -1395927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -1395929.125000 Penalty: 3351.037354
	Iteration 15Q: 3 clusters Score -1395929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -1395928.250000 Penalty: 3351.037354
	Iteration 16Q: 3 clusters Score -1395928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -1395930.625000 Penalty: 3351.037354
	Iteration 17Q: 3 clusters Score -1395931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -1395931.250000 Penalty: 3351.037354
	Iteration 18Q: 3 clusters Score -1395931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -1395931.250000 Penalty: 3351.037354
	Iteration 19F: 3 clusters Score -1395931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 12846 members 
Mstep: Class 3 contains 27548 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 219244 members 
Mstep: Class 9 contains 135362 members 
Mstep: Class 10 contains 1689 members 
Mstep: Class 12 contains 2510 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 1581 members 
Mstep: Class 15 contains 61528 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 5340 members 
Mstep: Class 20 contains 33188 members 
Entering Unmasked Estep 
Score: -28162292.000000 Penalty: 38844.960938
Splitting cluster 12 changes total score from -28154658.000000 to -28162292.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 13 (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: -295833.187500 Penalty: 1403.501099
	Iteration 0F: 2 clusters Score -295833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -291429.718750 Penalty: 2807.002197
	Iteration 0F: 3 clusters Score -291429.7 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -292671.718750 Penalty: 2807.002197
	Iteration 1F: 3 clusters Score -292671.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -292875.406250 Penalty: 2807.002197
	Iteration 2F: 3 clusters Score -292875.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -293036.093750 Penalty: 2807.002197
	Iteration 3F: 3 clusters Score -293036.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -293169.312500 Penalty: 2807.002197
	Iteration 4Q: 3 clusters Score -293169.3 nChanged 215
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: -293259.593750 Penalty: 2807.002197
	Iteration 5Q: 3 clusters Score -293259.6 nChanged 167
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: -293334.531250 Penalty: 2807.002197
	Iteration 6Q: 3 clusters Score -293334.5 nChanged 144
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: -293397.343750 Penalty: 2807.002197
	Iteration 7Q: 3 clusters Score -293397.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -293446.187500 Penalty: 2807.002197
	Iteration 8Q: 3 clusters Score -293446.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -293489.468750 Penalty: 2807.002197
	Iteration 9Q: 3 clusters Score -293489.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -293530.000000 Penalty: 2807.002197
	Iteration 10Q: 3 clusters Score -293530 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -293574.093750 Penalty: 2807.002197
	Iteration 11Q: 3 clusters Score -293574.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -293628.343750 Penalty: 2807.002197
	Iteration 12Q: 3 clusters Score -293628.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -293679.687500 Penalty: 2807.002197
	Iteration 13Q: 3 clusters Score -293679.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -293737.406250 Penalty: 2807.002197
	Iteration 14Q: 3 clusters Score -293737.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -293789.687500 Penalty: 2807.002197
	Iteration 15Q: 3 clusters Score -293789.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -293837.468750 Penalty: 2807.002197
	Iteration 16Q: 3 clusters Score -293837.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -293877.562500 Penalty: 2807.002197
	Iteration 17Q: 3 clusters Score -293877.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -293917.781250 Penalty: 2807.002197
	Iteration 18Q: 3 clusters Score -293917.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -293963.062500 Penalty: 2807.002197
	Iteration 19Q: 3 clusters Score -293963.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -294000.937500 Penalty: 2807.002197
	Iteration 20F: 3 clusters Score -294000.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -294035.218750 Penalty: 2807.002197
	Iteration 21Q: 3 clusters Score -294035.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -294070.468750 Penalty: 2807.002197
	Iteration 22Q: 3 clusters Score -294070.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -294095.812500 Penalty: 2807.002197
	Iteration 23Q: 3 clusters Score -294095.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -294122.718750 Penalty: 2807.002197
	Iteration 24Q: 3 clusters Score -294122.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -294151.656250 Penalty: 2807.002197
	Iteration 25Q: 3 clusters Score -294151.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -294169.312500 Penalty: 2807.002197
	Iteration 26Q: 3 clusters Score -294169.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -294180.125000 Penalty: 2807.002197
	Iteration 27Q: 3 clusters Score -294180.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -294193.843750 Penalty: 2807.002197
	Iteration 28Q: 3 clusters Score -294193.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -294210.250000 Penalty: 2807.002197
	Iteration 29Q: 3 clusters Score -294210.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -294227.781250 Penalty: 2807.002197
	Iteration 30Q: 3 clusters Score -294227.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -294244.312500 Penalty: 2807.002197
	Iteration 31Q: 3 clusters Score -294244.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -294255.750000 Penalty: 2807.002197
	Iteration 32Q: 3 clusters Score -294255.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -294265.906250 Penalty: 2807.002197
	Iteration 33Q: 3 clusters Score -294265.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -294279.781250 Penalty: 2807.002197
	Iteration 34Q: 3 clusters Score -294279.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -294295.906250 Penalty: 2807.002197
	Iteration 35Q: 3 clusters Score -294295.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -294310.937500 Penalty: 2807.002197
	Iteration 36Q: 3 clusters Score -294310.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -294324.375000 Penalty: 2807.002197
	Iteration 37Q: 3 clusters Score -294324.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -294335.875000 Penalty: 2807.002197
	Iteration 38Q: 3 clusters Score -294335.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -294344.281250 Penalty: 2807.002197
	Iteration 39Q: 3 clusters Score -294344.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -294355.718750 Penalty: 2807.002197
	Iteration 40F: 3 clusters Score -294355.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -294367.750000 Penalty: 2807.002197
	Iteration 41Q: 3 clusters Score -294367.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -294387.125000 Penalty: 2807.002197
	Iteration 42Q: 3 clusters Score -294387.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -294408.500000 Penalty: 2807.002197
	Iteration 43Q: 3 clusters Score -294408.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -294424.781250 Penalty: 2807.002197
	Iteration 44Q: 3 clusters Score -294424.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -294438.687500 Penalty: 2807.002197
	Iteration 45Q: 3 clusters Score -294438.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -294455.281250 Penalty: 2807.002197
	Iteration 46Q: 3 clusters Score -294455.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -294470.843750 Penalty: 2807.002197
	Iteration 47Q: 3 clusters Score -294470.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -294486.781250 Penalty: 2807.002197
	Iteration 48Q: 3 clusters Score -294486.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -294501.781250 Penalty: 2807.002197
	Iteration 49Q: 3 clusters Score -294501.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -294511.125000 Penalty: 2807.002197
	Iteration 50Q: 3 clusters Score -294511.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -294516.843750 Penalty: 2807.002197
	Iteration 51Q: 3 clusters Score -294516.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -294524.875000 Penalty: 2807.002197
	Iteration 52Q: 3 clusters Score -294524.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -294530.562500 Penalty: 2807.002197
	Iteration 53Q: 3 clusters Score -294530.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -294535.093750 Penalty: 2807.002197
	Iteration 54Q: 3 clusters Score -294535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -294536.843750 Penalty: 2807.002197
	Iteration 55Q: 3 clusters Score -294536.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -294540.343750 Penalty: 2807.002197
	Iteration 56Q: 3 clusters Score -294540.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -294544.156250 Penalty: 2807.002197
	Iteration 57Q: 3 clusters Score -294544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -294548.531250 Penalty: 2807.002197
	Iteration 58Q: 3 clusters Score -294548.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -294554.906250 Penalty: 2807.002197
	Iteration 59Q: 3 clusters Score -294554.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -294558.968750 Penalty: 2807.002197
	Iteration 60F: 3 clusters Score -294559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -294562.281250 Penalty: 2807.002197
	Iteration 61Q: 3 clusters Score -294562.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -294564.000000 Penalty: 2807.002197
	Iteration 62Q: 3 clusters Score -294564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -294564.781250 Penalty: 2807.002197
	Iteration 63Q: 3 clusters Score -294564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -294564.781250 Penalty: 2807.002197
	Iteration 64F: 3 clusters Score -294564.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -73768.593750 Penalty: 1196.944580
	Iteration 0F: 2 clusters Score -73768.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -71967.757812 Penalty: 2393.889160
	Iteration 0F: 3 clusters Score -71967.76 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -72523.843750 Penalty: 2393.889160
	Iteration 1F: 3 clusters Score -72523.84 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -72946.921875 Penalty: 2393.889160
	Iteration 2F: 3 clusters Score -72946.92 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -73353.937500 Penalty: 2393.889160
	Iteration 3F: 3 clusters Score -73353.94 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73636.445312 Penalty: 2393.889160
	Iteration 4F: 3 clusters Score -73636.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73724.304688 Penalty: 2393.889160
	Iteration 5Q: 3 clusters Score -73724.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -73751.656250 Penalty: 2393.889160
	Iteration 6Q: 3 clusters Score -73751.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -73765.281250 Penalty: 2393.889160
	Iteration 7Q: 3 clusters Score -73765.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -73768.843750 Penalty: 2393.889160
	Iteration 8Q: 3 clusters Score -73768.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -73770.804688 Penalty: 2393.889160
	Iteration 9Q: 3 clusters Score -73770.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73771.351562 Penalty: 2393.889160
	Iteration 10Q: 3 clusters Score -73771.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73771.351562 Penalty: 2393.889160
	Iteration 11F: 3 clusters Score -73771.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 12846 members 
Mstep: Class 3 contains 27548 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 219244 members 
Mstep: Class 9 contains 135362 members 
Mstep: Class 10 contains 1689 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 2510 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 61528 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 18 contains 5165 members 
Mstep: Class 19 contains 5340 members 
Mstep: Class 20 contains 33188 members 
Entering Unmasked Estep 
Score: -28161314.000000 Penalty: 41003.015625
Splitting cluster 14 changes total score from -28154658.000000 to -28161314.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 15 (61528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61528 members 
Entering Unmasked Estep 
Score: -3166092.000000 Penalty: 1791.927734
	Iteration 0F: 2 clusters Score -3166092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3124880.000000 Penalty: 3583.855469
	Iteration 0F: 3 clusters Score -3124880 nChanged 29171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3141596.000000 Penalty: 3583.855469
	Iteration 1F: 3 clusters Score -3141596 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -3142455.000000 Penalty: 3583.855469
	Iteration 2Q: 3 clusters Score -3142455 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3143632.000000 Penalty: 3583.855469
	Iteration 3Q: 3 clusters Score -3143632 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3145424.750000 Penalty: 3583.855469
	Iteration 4F: 3 clusters Score -3145425 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3148276.250000 Penalty: 3583.855469
	Iteration 5F: 3 clusters Score -3148276 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3152479.500000 Penalty: 3583.855469
	Iteration 6F: 3 clusters Score -3152480 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3157303.500000 Penalty: 3583.855469
	Iteration 7F: 3 clusters Score -3157304 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3160656.000000 Penalty: 3583.855469
	Iteration 8F: 3 clusters Score -3160656 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3161694.000000 Penalty: 3583.855469
	Iteration 9Q: 3 clusters Score -3161694 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3162024.500000 Penalty: 3583.855469
	Iteration 10Q: 3 clusters Score -3162024 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -3162189.000000 Penalty: 3583.855469
	Iteration 11Q: 3 clusters Score -3162189 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3162294.250000 Penalty: 3583.855469
	Iteration 12Q: 3 clusters Score -3162294 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3162393.250000 Penalty: 3583.855469
	Iteration 13Q: 3 clusters Score -3162393 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -3162484.750000 Penalty: 3583.855469
	Iteration 14Q: 3 clusters Score -3162485 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3162579.000000 Penalty: 3583.855469
	Iteration 15Q: 3 clusters Score -3162579 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3162649.250000 Penalty: 3583.855469
	Iteration 16Q: 3 clusters Score -3162649 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3162728.000000 Penalty: 3583.855469
	Iteration 17Q: 3 clusters Score -3162728 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -3162810.250000 Penalty: 3583.855469
	Iteration 18Q: 3 clusters Score -3162810 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -3162910.000000 Penalty: 3583.855469
	Iteration 19Q: 3 clusters Score -3162910 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3163008.000000 Penalty: 3583.855469
	Iteration 20F: 3 clusters Score -3163008 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3163100.250000 Penalty: 3583.855469
	Iteration 21Q: 3 clusters Score -3163100 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -3163210.000000 Penalty: 3583.855469
	Iteration 22Q: 3 clusters Score -3163210 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3163309.000000 Penalty: 3583.855469
	Iteration 23Q: 3 clusters Score -3163309 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3163404.000000 Penalty: 3583.855469
	Iteration 24Q: 3 clusters Score -3163404 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53368 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3163471.750000 Penalty: 3583.855469
	Iteration 25Q: 3 clusters Score -3163472 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3163559.500000 Penalty: 3583.855469
	Iteration 26Q: 3 clusters Score -3163560 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3163636.750000 Penalty: 3583.855469
	Iteration 27Q: 3 clusters Score -3163637 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3163708 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3163778.750000 Penalty: 3583.855469
	Iteration 29Q: 3 clusters Score -3163779 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -3163828.000000 Penalty: 3583.855469
	Iteration 30Q: 3 clusters Score -3163828 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55234 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3163873.250000 Penalty: 3583.855469
	Iteration 31Q: 3 clusters Score -3163873 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3163923.250000 Penalty: 3583.855469
	Iteration 32Q: 3 clusters Score -3163923 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3163960.250000 Penalty: 3583.855469
	Iteration 33Q: 3 clusters Score -3163960 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -3163995.250000 Penalty: 3583.855469
	Iteration 34Q: 3 clusters Score -3163995 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3164013.000000 Penalty: 3583.855469
	Iteration 35Q: 3 clusters Score -3164013 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3164036.000000 Penalty: 3583.855469
	Iteration 36Q: 3 clusters Score -3164036 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3164061.500000 Penalty: 3583.855469
	Iteration 37Q: 3 clusters Score -3164062 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3164080.250000 Penalty: 3583.855469
	Iteration 38Q: 3 clusters Score -3164080 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56699 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -3164110.250000 Penalty: 3583.855469
	Iteration 39Q: 3 clusters Score -3164110 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3164133.000000 Penalty: 3583.855469
	Iteration 40F: 3 clusters Score -3164133 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -3164160.750000 Penalty: 3583.855469
	Iteration 41Q: 3 clusters Score -3164161 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3164174.750000 Penalty: 3583.855469
	Iteration 42Q: 3 clusters Score -3164175 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -3164198.250000 Penalty: 3583.855469
	Iteration 43Q: 3 clusters Score -3164198 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57285 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3164209.750000 Penalty: 3583.855469
	Iteration 44Q: 3 clusters Score -3164210 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -3164232.250000 Penalty: 3583.855469
	Iteration 45Q: 3 clusters Score -3164232 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3164233.750000 Penalty: 3583.855469
	Iteration 46Q: 3 clusters Score -3164234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57541 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3164259.750000 Penalty: 3583.855469
	Iteration 47Q: 3 clusters Score -3164260 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3164276.750000 Penalty: 3583.855469
	Iteration 48Q: 3 clusters Score -3164277 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -3164286.500000 Penalty: 3583.855469
	Iteration 49Q: 3 clusters Score -3164286 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57863 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3164309.250000 Penalty: 3583.855469
	Iteration 50Q: 3 clusters Score -3164309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3164348.500000 Penalty: 3583.855469
	Iteration 51Q: 3 clusters Score -3164348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3164368.250000 Penalty: 3583.855469
	Iteration 52Q: 3 clusters Score -3164368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3164396.000000 Penalty: 3583.855469
	Iteration 53Q: 3 clusters Score -3164396 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3164415.000000 Penalty: 3583.855469
	Iteration 54Q: 3 clusters Score -3164415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58435 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3164437.500000 Penalty: 3583.855469
	Iteration 55Q: 3 clusters Score -3164438 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3164457.750000 Penalty: 3583.855469
	Iteration 56Q: 3 clusters Score -3164458 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3164479.000000 Penalty: 3583.855469
	Iteration 57Q: 3 clusters Score -3164479 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3164493.250000 Penalty: 3583.855469
	Iteration 58Q: 3 clusters Score -3164493 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3164527.250000 Penalty: 3583.855469
	Iteration 59Q: 3 clusters Score -3164527 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3164533.250000 Penalty: 3583.855469
	Iteration 60F: 3 clusters Score -3164533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3164547.750000 Penalty: 3583.855469
	Iteration 61Q: 3 clusters Score -3164548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3164566.250000 Penalty: 3583.855469
	Iteration 62Q: 3 clusters Score -3164566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3164592.750000 Penalty: 3583.855469
	Iteration 63Q: 3 clusters Score -3164593 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3164608.750000 Penalty: 3583.855469
	Iteration 64Q: 3 clusters Score -3164609 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3164615.750000 Penalty: 3583.855469
	Iteration 65Q: 3 clusters Score -3164616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3164636.000000 Penalty: 3583.855469
	Iteration 66Q: 3 clusters Score -3164636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -3164648.500000 Penalty: 3583.855469
	Iteration 67Q: 3 clusters Score -3164648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3164652.000000 Penalty: 3583.855469
	Iteration 68Q: 3 clusters Score -3164652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3164652.250000 Penalty: 3583.855469
	Iteration 69Q: 3 clusters Score -3164652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3164652.500000 Penalty: 3583.855469
	Iteration 70Q: 3 clusters Score -3164652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3164664.750000 Penalty: 3583.855469
	Iteration 71Q: 3 clusters Score -3164665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3164675.250000 Penalty: 3583.855469
	Iteration 72Q: 3 clusters Score -3164675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3164677.250000 Penalty: 3583.855469
	Iteration 73Q: 3 clusters Score -3164677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3164671.500000 Penalty: 3583.855469
	Iteration 74Q: 3 clusters Score -3164672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3164680.250000 Penalty: 3583.855469
	Iteration 75Q: 3 clusters Score -3164680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3164683.500000 Penalty: 3583.855469
	Iteration 76Q: 3 clusters Score -3164684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3164680.250000 Penalty: 3583.855469
	Iteration 77Q: 3 clusters Score -3164680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59623 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3164684.000000 Penalty: 3583.855469
	Iteration 78Q: 3 clusters Score -3164684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3164680.000000 Penalty: 3583.855469
	Iteration 79Q: 3 clusters Score -3164680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3164687.750000 Penalty: 3583.855469
	Iteration 80F: 3 clusters Score -3164688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3164691.250000 Penalty: 3583.855469
	Iteration 81Q: 3 clusters Score -3164691 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3164700.750000 Penalty: 3583.855469
	Iteration 82Q: 3 clusters Score -3164701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3164703.250000 Penalty: 3583.855469
	Iteration 83Q: 3 clusters Score -3164703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3164702.500000 Penalty: 3583.855469
	Iteration 84Q: 3 clusters Score -3164702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3164705.250000 Penalty: 3583.855469
	Iteration 85Q: 3 clusters Score -3164705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3164709.250000 Penalty: 3583.855469
	Iteration 86Q: 3 clusters Score -3164709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3164723.500000 Penalty: 3583.855469
	Iteration 87Q: 3 clusters Score -3164724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3164729.750000 Penalty: 3583.855469
	Iteration 88Q: 3 clusters Score -3164730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3164721.500000 Penalty: 3583.855469
	Iteration 89Q: 3 clusters Score -3164722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3164727.500000 Penalty: 3583.855469
	Iteration 90Q: 3 clusters Score -3164728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3164737.000000 Penalty: 3583.855469
	Iteration 91Q: 3 clusters Score -3164737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3164734.750000 Penalty: 3583.855469
	Iteration 92Q: 3 clusters Score -3164735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59872 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3164736.250000 Penalty: 3583.855469
	Iteration 93Q: 3 clusters Score -3164736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3164734.250000 Penalty: 3583.855469
	Iteration 94Q: 3 clusters Score -3164734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3164736.750000 Penalty: 3583.855469
	Iteration 95Q: 3 clusters Score -3164737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3164744.000000 Penalty: 3583.855469
	Iteration 96Q: 3 clusters Score -3164744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3164739.500000 Penalty: 3583.855469
	Iteration 97Q: 3 clusters Score -3164740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3164743.250000 Penalty: 3583.855469
	Iteration 98Q: 3 clusters Score -3164743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3164745.250000 Penalty: 3583.855469
	Iteration 99Q: 3 clusters Score -3164745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3164744.250000 Penalty: 3583.855469
	Iteration 100F: 3 clusters Score -3164744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3164742.000000 Penalty: 3583.855469
	Iteration 101Q: 3 clusters Score -3164742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3164742.500000 Penalty: 3583.855469
	Iteration 102Q: 3 clusters Score -3164742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3164741.250000 Penalty: 3583.855469
	Iteration 103Q: 3 clusters Score -3164741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3164743.000000 Penalty: 3583.855469
	Iteration 104Q: 3 clusters Score -3164743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3164745.250000 Penalty: 3583.855469
	Iteration 105Q: 3 clusters Score -3164745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3164752.000000 Penalty: 3583.855469
	Iteration 106Q: 3 clusters Score -3164752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3164745.750000 Penalty: 3583.855469
	Iteration 107Q: 3 clusters Score -3164746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3164746.500000 Penalty: 3583.855469
	Iteration 108Q: 3 clusters Score -3164746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3164746.500000 Penalty: 3583.855469
	Iteration 109F: 3 clusters Score -3164746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -113782.570312 Penalty: 1265.920898
	Iteration 0F: 2 clusters Score -113782.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -111449.445312 Penalty: 2531.841797
	Iteration 0F: 3 clusters Score -111449.4 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -111989.312500 Penalty: 2531.841797
	Iteration 1F: 3 clusters Score -111989.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -112092.835938 Penalty: 2531.841797
	Iteration 2F: 3 clusters Score -112092.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -112147.382812 Penalty: 2531.841797
	Iteration 3Q: 3 clusters Score -112147.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -112181.218750 Penalty: 2531.841797
	Iteration 4Q: 3 clusters Score -112181.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -112200.578125 Penalty: 2531.841797
	Iteration 5Q: 3 clusters Score -112200.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -112211.007812 Penalty: 2531.841797
	Iteration 6Q: 3 clusters Score -112211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -112219.390625 Penalty: 2531.841797
	Iteration 7Q: 3 clusters Score -112219.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -112226.406250 Penalty: 2531.841797
	Iteration 8Q: 3 clusters Score -112226.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -112234.523438 Penalty: 2531.841797
	Iteration 9Q: 3 clusters Score -112234.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -112239.757812 Penalty: 2531.841797
	Iteration 10Q: 3 clusters Score -112239.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -112244.570312 Penalty: 2531.841797
	Iteration 11Q: 3 clusters Score -112244.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -112246.328125 Penalty: 2531.841797
	Iteration 12Q: 3 clusters Score -112246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -112247.734375 Penalty: 2531.841797
	Iteration 13Q: 3 clusters Score -112247.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -112249.742188 Penalty: 2531.841797
	Iteration 14Q: 3 clusters Score -112249.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -112251.867188 Penalty: 2531.841797
	Iteration 15Q: 3 clusters Score -112251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -112254.601562 Penalty: 2531.841797
	Iteration 16Q: 3 clusters Score -112254.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -112256.437500 Penalty: 2531.841797
	Iteration 17Q: 3 clusters Score -112256.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -112257.890625 Penalty: 2531.841797
	Iteration 18Q: 3 clusters Score -112257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -112260.039062 Penalty: 2531.841797
	Iteration 19Q: 3 clusters Score -112260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -112261.710938 Penalty: 2531.841797
	Iteration 20F: 3 clusters Score -112261.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -112262.859375 Penalty: 2531.841797
	Iteration 21Q: 3 clusters Score -112262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -112264.578125 Penalty: 2531.841797
	Iteration 22Q: 3 clusters Score -112264.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -112265.390625 Penalty: 2531.841797
	Iteration 23Q: 3 clusters Score -112265.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -112265.679688 Penalty: 2531.841797
	Iteration 24Q: 3 clusters Score -112265.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -112265.679688 Penalty: 2531.841797
	Iteration 25F: 3 clusters Score -112265.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Entering Unmasked Estep 
Score: -223889.156250 Penalty: 1389.319824
	Iteration 0F: 2 clusters Score -223889.2 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 2535 members 
Entering Unmasked Estep 
Score: -219860.796875 Penalty: 2778.639648
	Iteration 0F: 3 clusters Score -219860.8 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -221181.859375 Penalty: 2778.639648
	Iteration 1F: 3 clusters Score -221181.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -221700.406250 Penalty: 2778.639648
	Iteration 2F: 3 clusters Score -221700.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -222485.421875 Penalty: 2778.639648
	Iteration 3F: 3 clusters Score -222485.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -223181.984375 Penalty: 2778.639648
	Iteration 4F: 3 clusters Score -223182 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -223568.328125 Penalty: 2778.639648
	Iteration 5F: 3 clusters Score -223568.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -223835.609375 Penalty: 2778.639648
	Iteration 6Q: 3 clusters Score -223835.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -224022.875000 Penalty: 2778.639648
	Iteration 7Q: 3 clusters Score -224022.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -224112.484375 Penalty: 2778.639648
	Iteration 8Q: 3 clusters Score -224112.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -224166.906250 Penalty: 2778.639648
	Iteration 9Q: 3 clusters Score -224166.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -224206.625000 Penalty: 2778.639648
	Iteration 10Q: 3 clusters Score -224206.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -224228.562500 Penalty: 2778.639648
	Iteration 11Q: 3 clusters Score -224228.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -224240.468750 Penalty: 2778.639648
	Iteration 12Q: 3 clusters Score -224240.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -224248.171875 Penalty: 2778.639648
	Iteration 13Q: 3 clusters Score -224248.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -224254.375000 Penalty: 2778.639648
	Iteration 14Q: 3 clusters Score -224254.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -224260.671875 Penalty: 2778.639648
	Iteration 15Q: 3 clusters Score -224260.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -224263.062500 Penalty: 2778.639648
	Iteration 16Q: 3 clusters Score -224263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -224265.031250 Penalty: 2778.639648
	Iteration 17Q: 3 clusters Score -224265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -224266.375000 Penalty: 2778.639648
	Iteration 18Q: 3 clusters Score -224266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -224268.109375 Penalty: 2778.639648
	Iteration 19Q: 3 clusters Score -224268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -224268.484375 Penalty: 2778.639648
	Iteration 20F: 3 clusters Score -224268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -224269.453125 Penalty: 2778.639648
	Iteration 21Q: 3 clusters Score -224269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -224269.000000 Penalty: 2778.639648
	Iteration 22Q: 3 clusters Score -224269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -224269.359375 Penalty: 2778.639648
	Iteration 23Q: 3 clusters Score -224269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -224270.125000 Penalty: 2778.639648
	Iteration 24Q: 3 clusters Score -224270.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -224270.843750 Penalty: 2778.639648
	Iteration 25Q: 3 clusters Score -224270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -224271.250000 Penalty: 2778.639648
	Iteration 26Q: 3 clusters Score -224271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -224271.093750 Penalty: 2778.639648
	Iteration 27Q: 3 clusters Score -224271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -224270.921875 Penalty: 2778.639648
	Iteration 28Q: 3 clusters Score -224270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -224271.640625 Penalty: 2778.639648
	Iteration 29Q: 3 clusters Score -224271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -224271.640625 Penalty: 2778.639648
	Iteration 30F: 3 clusters Score -224271.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 12846 members 
Mstep: Class 3 contains 27548 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 219244 members 
Mstep: Class 9 contains 135362 members 
Mstep: Class 10 contains 1689 members 
Mstep: Class 11 contains 389 members 
Mstep: Class 12 contains 2510 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 61528 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 5340 members 
Mstep: Class 20 contains 33188 members 
Entering Unmasked Estep 
Score: -28160940.000000 Penalty: 43161.070312
Splitting cluster 18 changes total score from -28154658.000000 to -28160940.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 19 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -217435.687500 Penalty: 1394.734375
	Iteration 0F: 2 clusters Score -217435.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -213246.531250 Penalty: 2789.468750
	Iteration 0F: 3 clusters Score -213246.5 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -214460.375000 Penalty: 2789.468750
	Iteration 1F: 3 clusters Score -214460.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -214701.328125 Penalty: 2789.468750
	Iteration 2F: 3 clusters Score -214701.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -214913.546875 Penalty: 2789.468750
	Iteration 3F: 3 clusters Score -214913.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -215079.890625 Penalty: 2789.468750
	Iteration 4F: 3 clusters Score -215079.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -215239.625000 Penalty: 2789.468750
	Iteration 5Q: 3 clusters Score -215239.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -215377.093750 Penalty: 2789.468750
	Iteration 6Q: 3 clusters Score -215377.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -215516.343750 Penalty: 2789.468750
	Iteration 7Q: 3 clusters Score -215516.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -215645.843750 Penalty: 2789.468750
	Iteration 8Q: 3 clusters Score -215645.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -215747.890625 Penalty: 2789.468750
	Iteration 9Q: 3 clusters Score -215747.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -215827.671875 Penalty: 2789.468750
	Iteration 10Q: 3 clusters Score -215827.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -215904.468750 Penalty: 2789.468750
	Iteration 11Q: 3 clusters Score -215904.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -215966.953125 Penalty: 2789.468750
	Iteration 12Q: 3 clusters Score -215967 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -216008.812500 Penalty: 2789.468750
	Iteration 13Q: 3 clusters Score -216008.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -216050.234375 Penalty: 2789.468750
	Iteration 14Q: 3 clusters Score -216050.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -216082.812500 Penalty: 2789.468750
	Iteration 15Q: 3 clusters Score -216082.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -216105.109375 Penalty: 2789.468750
	Iteration 16Q: 3 clusters Score -216105.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -216126.593750 Penalty: 2789.468750
	Iteration 17Q: 3 clusters Score -216126.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -216150.843750 Penalty: 2789.468750
	Iteration 18Q: 3 clusters Score -216150.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -216173.250000 Penalty: 2789.468750
	Iteration 19Q: 3 clusters Score -216173.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -216193.515625 Penalty: 2789.468750
	Iteration 20F: 3 clusters Score -216193.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -216217.875000 Penalty: 2789.468750
	Iteration 21Q: 3 clusters Score -216217.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -216240.546875 Penalty: 2789.468750
	Iteration 22Q: 3 clusters Score -216240.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -216260.468750 Penalty: 2789.468750
	Iteration 23Q: 3 clusters Score -216260.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -216274.015625 Penalty: 2789.468750
	Iteration 24Q: 3 clusters Score -216274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -216287.234375 Penalty: 2789.468750
	Iteration 25Q: 3 clusters Score -216287.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -216294.781250 Penalty: 2789.468750
	Iteration 26Q: 3 clusters Score -216294.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -216302.171875 Penalty: 2789.468750
	Iteration 27Q: 3 clusters Score -216302.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -216312.109375 Penalty: 2789.468750
	Iteration 28Q: 3 clusters Score -216312.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -216322.328125 Penalty: 2789.468750
	Iteration 29Q: 3 clusters Score -216322.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -216331.421875 Penalty: 2789.468750
	Iteration 30Q: 3 clusters Score -216331.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -216336.578125 Penalty: 2789.468750
	Iteration 31Q: 3 clusters Score -216336.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -216341.265625 Penalty: 2789.468750
	Iteration 32Q: 3 clusters Score -216341.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -216345.359375 Penalty: 2789.468750
	Iteration 33Q: 3 clusters Score -216345.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -216349.609375 Penalty: 2789.468750
	Iteration 34Q: 3 clusters Score -216349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -216351.812500 Penalty: 2789.468750
	Iteration 35Q: 3 clusters Score -216351.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -216356.031250 Penalty: 2789.468750
	Iteration 36Q: 3 clusters Score -216356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -216359.125000 Penalty: 2789.468750
	Iteration 37Q: 3 clusters Score -216359.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -216360.671875 Penalty: 2789.468750
	Iteration 38Q: 3 clusters Score -216360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -216361.578125 Penalty: 2789.468750
	Iteration 39Q: 3 clusters Score -216361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -216362.250000 Penalty: 2789.468750
	Iteration 40F: 3 clusters Score -216362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -216363.000000 Penalty: 2789.468750
	Iteration 41Q: 3 clusters Score -216363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -216364.421875 Penalty: 2789.468750
	Iteration 42Q: 3 clusters Score -216364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -216365.734375 Penalty: 2789.468750
	Iteration 43Q: 3 clusters Score -216365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -216368.546875 Penalty: 2789.468750
	Iteration 44Q: 3 clusters Score -216368.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -216370.046875 Penalty: 2789.468750
	Iteration 45Q: 3 clusters Score -216370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -216370.656250 Penalty: 2789.468750
	Iteration 46Q: 3 clusters Score -216370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -216370.609375 Penalty: 2789.468750
	Iteration 47Q: 3 clusters Score -216370.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -216371.953125 Penalty: 2789.468750
	Iteration 48Q: 3 clusters Score -216372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -216373.578125 Penalty: 2789.468750
	Iteration 49Q: 3 clusters Score -216373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -216375.796875 Penalty: 2789.468750
	Iteration 50Q: 3 clusters Score -216375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -216377.593750 Penalty: 2789.468750
	Iteration 51Q: 3 clusters Score -216377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -216378.468750 Penalty: 2789.468750
	Iteration 52Q: 3 clusters Score -216378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -216379.890625 Penalty: 2789.468750
	Iteration 53Q: 3 clusters Score -216379.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -216380.578125 Penalty: 2789.468750
	Iteration 54Q: 3 clusters Score -216380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -216381.031250 Penalty: 2789.468750
	Iteration 55Q: 3 clusters Score -216381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -216381.796875 Penalty: 2789.468750
	Iteration 56Q: 3 clusters Score -216381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -216382.453125 Penalty: 2789.468750
	Iteration 57Q: 3 clusters Score -216382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -216383.046875 Penalty: 2789.468750
	Iteration 58Q: 3 clusters Score -216383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -216383.937500 Penalty: 2789.468750
	Iteration 59Q: 3 clusters Score -216383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -216384.359375 Penalty: 2789.468750
	Iteration 60F: 3 clusters Score -216384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Entering Unmasked Estep 
Score: -1688301.125000 Penalty: 1691.615845
	Iteration 0F: 2 clusters Score -1688301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -1665937.000000 Penalty: 3383.231689
	Iteration 0F: 3 clusters Score -1665937 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1674525.000000 Penalty: 3383.231689
	Iteration 1F: 3 clusters Score -1674525 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1675109.250000 Penalty: 3383.231689
	Iteration 2Q: 3 clusters Score -1675109 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1675933.625000 Penalty: 3383.231689
	Iteration 3F: 3 clusters Score -1675934 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1677042.375000 Penalty: 3383.231689
	Iteration 4F: 3 clusters Score -1677042 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1678614.000000 Penalty: 3383.231689
	Iteration 5F: 3 clusters Score -1678614 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1680451.125000 Penalty: 3383.231689
	Iteration 6F: 3 clusters Score -1680451 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1682390.250000 Penalty: 3383.231689
	Iteration 7F: 3 clusters Score -1682390 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1683988.125000 Penalty: 3383.231689
	Iteration 8F: 3 clusters Score -1683988 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1685198.500000 Penalty: 3383.231689
	Iteration 9Q: 3 clusters Score -1685198 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1686000.625000 Penalty: 3383.231689
	Iteration 10Q: 3 clusters Score -1686001 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1686503.375000 Penalty: 3383.231689
	Iteration 11Q: 3 clusters Score -1686503 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1686737.750000 Penalty: 3383.231689
	Iteration 12Q: 3 clusters Score -1686738 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1686859.750000 Penalty: 3383.231689
	Iteration 13Q: 3 clusters Score -1686860 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1686916.750000 Penalty: 3383.231689
	Iteration 14Q: 3 clusters Score -1686917 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1686957.000000 Penalty: 3383.231689
	Iteration 15Q: 3 clusters Score -1686957 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1686993.125000 Penalty: 3383.231689
	Iteration 16Q: 3 clusters Score -1686993 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1687016.750000 Penalty: 3383.231689
	Iteration 17Q: 3 clusters Score -1687017 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1687037.500000 Penalty: 3383.231689
	Iteration 18Q: 3 clusters Score -1687038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1687038.875000 Penalty: 3383.231689
	Iteration 19Q: 3 clusters Score -1687039 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1687057.250000 Penalty: 3383.231689
	Iteration 20F: 3 clusters Score -1687057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1687068.750000 Penalty: 3383.231689
	Iteration 21Q: 3 clusters Score -1687069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1687086.750000 Penalty: 3383.231689
	Iteration 22Q: 3 clusters Score -1687087 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1687105.875000 Penalty: 3383.231689
	Iteration 23Q: 3 clusters Score -1687106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1687118.125000 Penalty: 3383.231689
	Iteration 24Q: 3 clusters Score -1687118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1687119.000000 Penalty: 3383.231689
	Iteration 25Q: 3 clusters Score -1687119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1687121.375000 Penalty: 3383.231689
	Iteration 26Q: 3 clusters Score -1687121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1687134.375000 Penalty: 3383.231689
	Iteration 27Q: 3 clusters Score -1687134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1687139.500000 Penalty: 3383.231689
	Iteration 28Q: 3 clusters Score -1687140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1687140.625000 Penalty: 3383.231689
	Iteration 29Q: 3 clusters Score -1687141 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1687146.625000 Penalty: 3383.231689
	Iteration 30Q: 3 clusters Score -1687147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1687156.125000 Penalty: 3383.231689
	Iteration 31Q: 3 clusters Score -1687156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1687162.875000 Penalty: 3383.231689
	Iteration 32Q: 3 clusters Score -1687163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1687166.000000 Penalty: 3383.231689
	Iteration 33Q: 3 clusters Score -1687166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1687166.125000 Penalty: 3383.231689
	Iteration 34Q: 3 clusters Score -1687166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1687164.750000 Penalty: 3383.231689
	Iteration 35Q: 3 clusters Score -1687165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1687172.250000 Penalty: 3383.231689
	Iteration 36Q: 3 clusters Score -1687172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1687170.750000 Penalty: 3383.231689
	Iteration 37Q: 3 clusters Score -1687171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1687175.875000 Penalty: 3383.231689
	Iteration 38Q: 3 clusters Score -1687176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1687182.125000 Penalty: 3383.231689
	Iteration 39Q: 3 clusters Score -1687182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1687187.375000 Penalty: 3383.231689
	Iteration 40F: 3 clusters Score -1687187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1687192.125000 Penalty: 3383.231689
	Iteration 41Q: 3 clusters Score -1687192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1687192.125000 Penalty: 3383.231689
	Iteration 42Q: 3 clusters Score -1687192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1687192.250000 Penalty: 3383.231689
	Iteration 43Q: 3 clusters Score -1687192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1687193.250000 Penalty: 3383.231689
	Iteration 44Q: 3 clusters Score -1687193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1687194.875000 Penalty: 3383.231689
	Iteration 45Q: 3 clusters Score -1687195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1687194.125000 Penalty: 3383.231689
	Iteration 46Q: 3 clusters Score -1687194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1687192.125000 Penalty: 3383.231689
	Iteration 47Q: 3 clusters Score -1687192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1687194.125000 Penalty: 3383.231689
	Iteration 48Q: 3 clusters Score -1687194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1687195.375000 Penalty: 3383.231689
	Iteration 49Q: 3 clusters Score -1687195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1687196.125000 Penalty: 3383.231689
	Iteration 50Q: 3 clusters Score -1687196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1687194.500000 Penalty: 3383.231689
	Iteration 51Q: 3 clusters Score -1687194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1687195.125000 Penalty: 3383.231689
	Iteration 52Q: 3 clusters Score -1687195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1687192.625000 Penalty: 3383.231689
	Iteration 53Q: 3 clusters Score -1687193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1687192.250000 Penalty: 3383.231689
	Iteration 54Q: 3 clusters Score -1687192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1687192.500000 Penalty: 3383.231689
	Iteration 55Q: 3 clusters Score -1687192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1687190.500000 Penalty: 3383.231689
	Iteration 56Q: 3 clusters Score -1687190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1687190.500000 Penalty: 3383.231689
	Iteration 57Q: 3 clusters Score -1687190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1687187.000000 Penalty: 3383.231689
	Iteration 58Q: 3 clusters Score -1687187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1687192.000000 Penalty: 3383.231689
	Iteration 59Q: 3 clusters Score -1687192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1687190.750000 Penalty: 3383.231689
	Iteration 60F: 3 clusters Score -1687191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1687191.375000 Penalty: 3383.231689
	Iteration 61Q: 3 clusters Score -1687191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1687193.375000 Penalty: 3383.231689
	Iteration 62Q: 3 clusters Score -1687193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1687190.125000 Penalty: 3383.231689
	Iteration 63Q: 3 clusters Score -1687190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1687189.875000 Penalty: 3383.231689
	Iteration 64Q: 3 clusters Score -1687190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1687191.125000 Penalty: 3383.231689
	Iteration 65Q: 3 clusters Score -1687191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1687192.125000 Penalty: 3383.231689
	Iteration 66Q: 3 clusters Score -1687192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1687192.125000 Penalty: 3383.231689
	Iteration 67F: 3 clusters Score -1687192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 12846 members 
Mstep: Class 4 contains 16203 members 
Mstep: Class 5 contains 3001 members 
Mstep: Class 6 contains 5275 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 219244 members 
Mstep: Class 9 contains 135362 members 
Mstep: Class 10 contains 1689 members 
Mstep: Class 12 contains 2510 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 1192 members 
Mstep: Class 15 contains 61528 members 
Mstep: Class 16 contains 2417 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 5340 members 
Mstep: Class 20 contains 33188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28162970.000000 Penalty: 43161.070312
Iteration 39Q: 21 clusters Score -2.816297e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 12839 members 
Mstep: Class 3 contains 26894 members 
Mstep: Class 4 contains 16122 members 
Mstep: Class 5 contains 2977 members 
Mstep: Class 6 contains 5330 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 223315 members 
Mstep: Class 9 contains 133506 members 
Mstep: Class 10 contains 1701 members 
Mstep: Class 11 contains 359 members 
Mstep: Class 12 contains 2558 members 
Mstep: Class 13 contains 5467 members 
Mstep: Class 14 contains 1221 members 
Mstep: Class 15 contains 61318 members 
Mstep: Class 16 contains 2437 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 5419 members 
Mstep: Class 20 contains 31983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28166070.000000 Penalty: 43161.070312
Iteration 40F: 21 clusters Score -2.816607e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 12839 members 
Mstep: Class 3 contains 27373 members 
Mstep: Class 4 contains 15915 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 5388 members 
Mstep: Class 7 contains 13536 members 
Mstep: Class 8 contains 227654 members 
Mstep: Class 9 contains 131598 members 
Mstep: Class 10 contains 1691 members 
Mstep: Class 11 contains 373 members 
Mstep: Class 12 contains 2625 members 
Mstep: Class 13 contains 5291 members 
Mstep: Class 14 contains 1230 members 
Mstep: Class 15 contains 60921 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 3070 members 
Mstep: Class 19 contains 5454 members 
Mstep: Class 20 contains 29997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28168906.000000 Penalty: 43161.070312
Iteration 41Q: 21 clusters Score -2.816891e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 12812 members 
Mstep: Class 3 contains 27552 members 
Mstep: Class 4 contains 15703 members 
Mstep: Class 5 contains 2961 members 
Mstep: Class 6 contains 5430 members 
Mstep: Class 7 contains 13439 members 
Mstep: Class 8 contains 231963 members 
Mstep: Class 9 contains 129645 members 
Mstep: Class 10 contains 1702 members 
Mstep: Class 11 contains 370 members 
Mstep: Class 12 contains 2706 members 
Mstep: Class 13 contains 5152 members 
Mstep: Class 14 contains 1237 members 
Mstep: Class 15 contains 60572 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 2431 members 
Mstep: Class 18 contains 3160 members 
Mstep: Class 19 contains 5511 members 
Mstep: Class 20 contains 28279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28170996.000000 Penalty: 43161.070312
Iteration 42Q: 21 clusters Score -2.8171e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 12803 members 
Mstep: Class 3 contains 27606 members 
Mstep: Class 4 contains 15479 members 
Mstep: Class 5 contains 2956 members 
Mstep: Class 6 contains 5462 members 
Mstep: Class 7 contains 13385 members 
Mstep: Class 8 contains 236261 members 
Mstep: Class 9 contains 127658 members 
Mstep: Class 10 contains 1704 members 
Mstep: Class 11 contains 373 members 
Mstep: Class 12 contains 2800 members 
Mstep: Class 13 contains 5015 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 60198 members 
Mstep: Class 16 contains 2525 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 26782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28173328.000000 Penalty: 43161.070312
Iteration 43Q: 21 clusters Score -2.817333e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 12801 members 
Mstep: Class 3 contains 27638 members 
Mstep: Class 4 contains 15234 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 13294 members 
Mstep: Class 8 contains 240434 members 
Mstep: Class 9 contains 125628 members 
Mstep: Class 10 contains 1702 members 
Mstep: Class 11 contains 375 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 4892 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 59838 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 3374 members 
Mstep: Class 19 contains 5526 members 
Mstep: Class 20 contains 25531 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 21 clusters Score -2.817512e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 12805 members 
Mstep: Class 3 contains 27640 members 
Mstep: Class 4 contains 14967 members 
Mstep: Class 5 contains 2950 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 13234 members 
Mstep: Class 8 contains 244413 members 
Mstep: Class 9 contains 123621 members 
Mstep: Class 10 contains 1682 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 2956 members 
Mstep: Class 13 contains 4748 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 59463 members 
Mstep: Class 16 contains 2555 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 5501 members 
Mstep: Class 20 contains 24569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177090.000000 Penalty: 43161.070312
Iteration 45Q: 21 clusters Score -2.817709e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 12816 members 
Mstep: Class 3 contains 27651 members 
Mstep: Class 4 contains 14686 members 
Mstep: Class 5 contains 2954 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 13121 members 
Mstep: Class 8 contains 248048 members 
Mstep: Class 9 contains 121720 members 
Mstep: Class 10 contains 1656 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3010 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 1252 members 
Mstep: Class 15 contains 59114 members 
Mstep: Class 16 contains 2571 members 
Mstep: Class 17 contains 2414 members 
Mstep: Class 18 contains 3607 members 
Mstep: Class 19 contains 5498 members 
Mstep: Class 20 contains 23835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28178444.000000 Penalty: 43161.070312
Iteration 46Q: 21 clusters Score -2.817844e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 12811 members 
Mstep: Class 3 contains 27720 members 
Mstep: Class 4 contains 14403 members 
Mstep: Class 5 contains 2951 members 
Mstep: Class 6 contains 5601 members 
Mstep: Class 7 contains 12955 members 
Mstep: Class 8 contains 251501 members 
Mstep: Class 9 contains 119878 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3059 members 
Mstep: Class 13 contains 4476 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 58787 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 2411 members 
Mstep: Class 18 contains 3703 members 
Mstep: Class 19 contains 5505 members 
Mstep: Class 20 contains 23261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28179712.000000 Penalty: 43161.070312
Iteration 47Q: 21 clusters Score -2.817971e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 12810 members 
Mstep: Class 3 contains 27847 members 
Mstep: Class 4 contains 14151 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 12805 members 
Mstep: Class 8 contains 254738 members 
Mstep: Class 9 contains 118091 members 
Mstep: Class 10 contains 1598 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3094 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 1259 members 
Mstep: Class 15 contains 58453 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 5473 members 
Mstep: Class 20 contains 22787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28180766.000000 Penalty: 43161.070312
Iteration 48Q: 21 clusters Score -2.818077e+07 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 12799 members 
Mstep: Class 3 contains 28023 members 
Mstep: Class 4 contains 13920 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 5653 members 
Mstep: Class 7 contains 12644 members 
Mstep: Class 8 contains 257750 members 
Mstep: Class 9 contains 116355 members 
Mstep: Class 10 contains 1575 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3125 members 
Mstep: Class 13 contains 4250 members 
Mstep: Class 14 contains 1258 members 
Mstep: Class 15 contains 58101 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 22440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28181722.000000 Penalty: 43161.070312
Iteration 49Q: 21 clusters Score -2.818172e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 12778 members 
Mstep: Class 3 contains 28228 members 
Mstep: Class 4 contains 13697 members 
Mstep: Class 5 contains 2966 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 12479 members 
Mstep: Class 8 contains 260650 members 
Mstep: Class 9 contains 114629 members 
Mstep: Class 10 contains 1550 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3153 members 
Mstep: Class 13 contains 4147 members 
Mstep: Class 14 contains 1260 members 
Mstep: Class 15 contains 57755 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 5421 members 
Mstep: Class 20 contains 22194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28182706.000000 Penalty: 43161.070312
Iteration 50Q: 21 clusters Score -2.818271e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 12763 members 
Mstep: Class 3 contains 28397 members 
Mstep: Class 4 contains 13509 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 5736 members 
Mstep: Class 7 contains 12313 members 
Mstep: Class 8 contains 263351 members 
Mstep: Class 9 contains 112973 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3181 members 
Mstep: Class 13 contains 4051 members 
Mstep: Class 14 contains 1264 members 
Mstep: Class 15 contains 57392 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 2368 members 
Mstep: Class 18 contains 4007 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 22058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28183722.000000 Penalty: 43161.070312
Iteration 51Q: 21 clusters Score -2.818372e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 12756 members 
Mstep: Class 3 contains 28568 members 
Mstep: Class 4 contains 13320 members 
Mstep: Class 5 contains 2967 members 
Mstep: Class 6 contains 5784 members 
Mstep: Class 7 contains 12173 members 
Mstep: Class 8 contains 265823 members 
Mstep: Class 9 contains 111503 members 
Mstep: Class 10 contains 1501 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 3211 members 
Mstep: Class 13 contains 3970 members 
Mstep: Class 14 contains 1268 members 
Mstep: Class 15 contains 57046 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 4066 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 21926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28184436.000000 Penalty: 43161.070312
Iteration 52Q: 21 clusters Score -2.818444e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 12735 members 
Mstep: Class 3 contains 28686 members 
Mstep: Class 4 contains 13168 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 5814 members 
Mstep: Class 7 contains 12062 members 
Mstep: Class 8 contains 268033 members 
Mstep: Class 9 contains 110121 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 3249 members 
Mstep: Class 13 contains 3912 members 
Mstep: Class 14 contains 1270 members 
Mstep: Class 15 contains 56779 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 5295 members 
Mstep: Class 20 contains 21830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28184970.000000 Penalty: 43161.070312
Iteration 53Q: 21 clusters Score -2.818497e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 12741 members 
Mstep: Class 3 contains 28798 members 
Mstep: Class 4 contains 13029 members 
Mstep: Class 5 contains 2964 members 
Mstep: Class 6 contains 5846 members 
Mstep: Class 7 contains 12008 members 
Mstep: Class 8 contains 270170 members 
Mstep: Class 9 contains 108822 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 3836 members 
Mstep: Class 14 contains 1271 members 
Mstep: Class 15 contains 56444 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 4180 members 
Mstep: Class 19 contains 5261 members 
Mstep: Class 20 contains 21726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28185566.000000 Penalty: 43161.070312
Iteration 54Q: 21 clusters Score -2.818557e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 28888 members 
Mstep: Class 4 contains 12900 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 5894 members 
Mstep: Class 7 contains 11953 members 
Mstep: Class 8 contains 272180 members 
Mstep: Class 9 contains 107650 members 
Mstep: Class 10 contains 1443 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3291 members 
Mstep: Class 13 contains 3759 members 
Mstep: Class 14 contains 1272 members 
Mstep: Class 15 contains 56099 members 
Mstep: Class 16 contains 2630 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 18 contains 4228 members 
Mstep: Class 19 contains 5241 members 
Mstep: Class 20 contains 21643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28186166.000000 Penalty: 43161.070312
Iteration 55Q: 21 clusters Score -2.818617e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 28962 members 
Mstep: Class 4 contains 12796 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 5948 members 
Mstep: Class 7 contains 11901 members 
Mstep: Class 8 contains 274090 members 
Mstep: Class 9 contains 106534 members 
Mstep: Class 10 contains 1433 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 3691 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 55780 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 18 contains 4259 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 21561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28186620.000000 Penalty: 43161.070312
Iteration 56Q: 21 clusters Score -2.818662e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 12762 members 
Mstep: Class 3 contains 29039 members 
Mstep: Class 4 contains 12704 members 
Mstep: Class 5 contains 2945 members 
Mstep: Class 6 contains 6007 members 
Mstep: Class 7 contains 11869 members 
Mstep: Class 8 contains 275745 members 
Mstep: Class 9 contains 105655 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 3320 members 
Mstep: Class 13 contains 3649 members 
Mstep: Class 14 contains 1278 members 
Mstep: Class 15 contains 55421 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 4281 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 21510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28187012.000000 Penalty: 43161.070312
Iteration 57Q: 21 clusters Score -2.818701e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 12746 members 
Mstep: Class 3 contains 29083 members 
Mstep: Class 4 contains 12602 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 7 contains 11871 members 
Mstep: Class 8 contains 277368 members 
Mstep: Class 9 contains 104864 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 3328 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 55045 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 17 contains 2363 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 5240 members 
Mstep: Class 20 contains 21463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28187270.000000 Penalty: 43161.070312
Iteration 58Q: 21 clusters Score -2.818727e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 12742 members 
Mstep: Class 3 contains 29096 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 2935 members 
Mstep: Class 6 contains 6105 members 
Mstep: Class 7 contains 11881 members 
Mstep: Class 8 contains 278877 members 
Mstep: Class 9 contains 104211 members 
Mstep: Class 10 contains 1402 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 54657 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 4330 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 21410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28187800.000000 Penalty: 43161.070312
Iteration 59Q: 21 clusters Score -2.81878e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 12762 members 
Mstep: Class 3 contains 29097 members 
Mstep: Class 4 contains 12424 members 
Mstep: Class 5 contains 2926 members 
Mstep: Class 6 contains 6139 members 
Mstep: Class 7 contains 11901 members 
Mstep: Class 8 contains 280279 members 
Mstep: Class 9 contains 103639 members 
Mstep: Class 10 contains 1398 members 
Mstep: Class 11 contains 377 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 3516 members 
Mstep: Class 14 contains 1284 members 
Mstep: Class 15 contains 54308 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 21393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28188312.000000 Penalty: 43161.070312
Iteration 60F: 21 clusters Score -2.818831e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 29073 members 
Mstep: Class 4 contains 12333 members 
Mstep: Class 5 contains 2916 members 
Mstep: Class 6 contains 6184 members 
Mstep: Class 7 contains 11929 members 
Mstep: Class 8 contains 281584 members 
Mstep: Class 9 contains 103198 members 
Mstep: Class 10 contains 1406 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3355 members 
Mstep: Class 13 contains 3476 members 
Mstep: Class 14 contains 1286 members 
Mstep: Class 15 contains 53958 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 18 contains 4369 members 
Mstep: Class 19 contains 5278 members 
Mstep: Class 20 contains 21399 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -2.818876e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 12790 members 
Mstep: Class 3 contains 29047 members 
Mstep: Class 4 contains 12239 members 
Mstep: Class 5 contains 2910 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 11953 members 
Mstep: Class 8 contains 282826 members 
Mstep: Class 9 contains 102788 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 1286 members 
Mstep: Class 15 contains 53596 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 2375 members 
Mstep: Class 18 contains 4388 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 21418 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -2.818901e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 12786 members 
Mstep: Class 3 contains 29032 members 
Mstep: Class 4 contains 12142 members 
Mstep: Class 5 contains 2902 members 
Mstep: Class 6 contains 6277 members 
Mstep: Class 7 contains 11984 members 
Mstep: Class 8 contains 283954 members 
Mstep: Class 9 contains 102466 members 
Mstep: Class 10 contains 1412 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3370 members 
Mstep: Class 13 contains 3389 members 
Mstep: Class 14 contains 1287 members 
Mstep: Class 15 contains 53241 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 2378 members 
Mstep: Class 18 contains 4398 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 21449 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -2.818954e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 12771 members 
Mstep: Class 3 contains 29000 members 
Mstep: Class 4 contains 12052 members 
Mstep: Class 5 contains 2892 members 
Mstep: Class 6 contains 6342 members 
Mstep: Class 7 contains 12020 members 
Mstep: Class 8 contains 285153 members 
Mstep: Class 9 contains 102144 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 1291 members 
Mstep: Class 15 contains 52800 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2380 members 
Mstep: Class 18 contains 4415 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 21468 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -2.818972e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 12737 members 
Mstep: Class 3 contains 28993 members 
Mstep: Class 4 contains 11974 members 
Mstep: Class 5 contains 2880 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 7 contains 12052 members 
Mstep: Class 8 contains 286267 members 
Mstep: Class 9 contains 101890 members 
Mstep: Class 10 contains 1416 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3386 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 1295 members 
Mstep: Class 15 contains 52335 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2384 members 
Mstep: Class 18 contains 4431 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 21488 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -2.818984e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 12696 members 
Mstep: Class 3 contains 28974 members 
Mstep: Class 4 contains 11894 members 
Mstep: Class 5 contains 2869 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 12077 members 
Mstep: Class 8 contains 287272 members 
Mstep: Class 9 contains 101644 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 51906 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 4453 members 
Mstep: Class 19 contains 5302 members 
Mstep: Class 20 contains 21529 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -2.819011e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 12654 members 
Mstep: Class 3 contains 28945 members 
Mstep: Class 4 contains 11825 members 
Mstep: Class 5 contains 2852 members 
Mstep: Class 6 contains 6520 members 
Mstep: Class 7 contains 12107 members 
Mstep: Class 8 contains 288193 members 
Mstep: Class 9 contains 101407 members 
Mstep: Class 10 contains 1422 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 51522 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 18 contains 4475 members 
Mstep: Class 19 contains 5292 members 
Mstep: Class 20 contains 21567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190410.000000 Penalty: 43161.070312
Iteration 67Q: 21 clusters Score -2.819041e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 12605 members 
Mstep: Class 3 contains 28918 members 
Mstep: Class 4 contains 11765 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 12138 members 
Mstep: Class 8 contains 289113 members 
Mstep: Class 9 contains 101158 members 
Mstep: Class 10 contains 1438 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 3390 members 
Mstep: Class 13 contains 3236 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 51122 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 4496 members 
Mstep: Class 19 contains 5281 members 
Mstep: Class 20 contains 21595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190592.000000 Penalty: 43161.070312
Iteration 68Q: 21 clusters Score -2.819059e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 12560 members 
Mstep: Class 3 contains 28895 members 
Mstep: Class 4 contains 11706 members 
Mstep: Class 5 contains 2798 members 
Mstep: Class 6 contains 6671 members 
Mstep: Class 7 contains 12163 members 
Mstep: Class 8 contains 289956 members 
Mstep: Class 9 contains 100953 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 3388 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 50710 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 2387 members 
Mstep: Class 18 contains 4511 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 21637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190792.000000 Penalty: 43161.070312
Iteration 69Q: 21 clusters Score -2.819079e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 12528 members 
Mstep: Class 3 contains 28853 members 
Mstep: Class 4 contains 11632 members 
Mstep: Class 5 contains 2760 members 
Mstep: Class 6 contains 6754 members 
Mstep: Class 7 contains 12180 members 
Mstep: Class 8 contains 290809 members 
Mstep: Class 9 contains 100727 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 3388 members 
Mstep: Class 13 contains 3192 members 
Mstep: Class 14 contains 1319 members 
Mstep: Class 15 contains 50310 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 5261 members 
Mstep: Class 20 contains 21695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190922.000000 Penalty: 43161.070312
Iteration 70Q: 21 clusters Score -2.819092e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 12496 members 
Mstep: Class 3 contains 28825 members 
Mstep: Class 4 contains 11566 members 
Mstep: Class 5 contains 2723 members 
Mstep: Class 6 contains 6854 members 
Mstep: Class 7 contains 12203 members 
Mstep: Class 8 contains 291561 members 
Mstep: Class 9 contains 100547 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 1323 members 
Mstep: Class 15 contains 49924 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 4547 members 
Mstep: Class 19 contains 5252 members 
Mstep: Class 20 contains 21748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191058.000000 Penalty: 43161.070312
Iteration 71Q: 21 clusters Score -2.819106e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 12465 members 
Mstep: Class 3 contains 28799 members 
Mstep: Class 4 contains 11506 members 
Mstep: Class 5 contains 2674 members 
Mstep: Class 6 contains 6966 members 
Mstep: Class 7 contains 12229 members 
Mstep: Class 8 contains 292220 members 
Mstep: Class 9 contains 100421 members 
Mstep: Class 10 contains 1481 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3399 members 
Mstep: Class 13 contains 3152 members 
Mstep: Class 14 contains 1326 members 
Mstep: Class 15 contains 49568 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 2392 members 
Mstep: Class 18 contains 4563 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 21802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191144.000000 Penalty: 43161.070312
Iteration 72Q: 21 clusters Score -2.819114e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 12443 members 
Mstep: Class 3 contains 28781 members 
Mstep: Class 4 contains 11453 members 
Mstep: Class 5 contains 2631 members 
Mstep: Class 6 contains 7082 members 
Mstep: Class 7 contains 12264 members 
Mstep: Class 8 contains 292862 members 
Mstep: Class 9 contains 100289 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3401 members 
Mstep: Class 13 contains 3137 members 
Mstep: Class 14 contains 1328 members 
Mstep: Class 15 contains 49210 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 2389 members 
Mstep: Class 18 contains 4570 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 21860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191144.000000 Penalty: 43161.070312
Iteration 73Q: 21 clusters Score -2.819114e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 12423 members 
Mstep: Class 3 contains 28759 members 
Mstep: Class 4 contains 11405 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 7218 members 
Mstep: Class 7 contains 12290 members 
Mstep: Class 8 contains 293442 members 
Mstep: Class 9 contains 100178 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3402 members 
Mstep: Class 13 contains 3127 members 
Mstep: Class 14 contains 1333 members 
Mstep: Class 15 contains 48872 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 4579 members 
Mstep: Class 19 contains 5242 members 
Mstep: Class 20 contains 21915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191178.000000 Penalty: 43161.070312
Iteration 74Q: 21 clusters Score -2.819118e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 28746 members 
Mstep: Class 4 contains 11357 members 
Mstep: Class 5 contains 2536 members 
Mstep: Class 6 contains 7347 members 
Mstep: Class 7 contains 12316 members 
Mstep: Class 8 contains 294008 members 
Mstep: Class 9 contains 100058 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 3109 members 
Mstep: Class 14 contains 1335 members 
Mstep: Class 15 contains 48533 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 4596 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 20 contains 21967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191224.000000 Penalty: 43161.070312
Iteration 75Q: 21 clusters Score -2.819122e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 28726 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 12339 members 
Mstep: Class 8 contains 294533 members 
Mstep: Class 9 contains 99959 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 48204 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 4607 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 22022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191250.000000 Penalty: 43161.070312
Iteration 76Q: 21 clusters Score -2.819125e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 12375 members 
Mstep: Class 3 contains 28711 members 
Mstep: Class 4 contains 11253 members 
Mstep: Class 5 contains 2423 members 
Mstep: Class 6 contains 7613 members 
Mstep: Class 7 contains 12355 members 
Mstep: Class 8 contains 295060 members 
Mstep: Class 9 contains 99895 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3404 members 
Mstep: Class 13 contains 3074 members 
Mstep: Class 14 contains 1341 members 
Mstep: Class 15 contains 47871 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 4617 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 22080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191390.000000 Penalty: 43161.070312
Iteration 77Q: 21 clusters Score -2.819139e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 12359 members 
Mstep: Class 3 contains 28701 members 
Mstep: Class 4 contains 11208 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 7738 members 
Mstep: Class 7 contains 12366 members 
Mstep: Class 8 contains 295585 members 
Mstep: Class 9 contains 99822 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3405 members 
Mstep: Class 13 contains 3053 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 47528 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 4618 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 22136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191494.000000 Penalty: 43161.070312
Iteration 78Q: 21 clusters Score -2.819149e+07 nChanged 1026
Entering ConstructFrom: 
Score: -28191494.000000 Penalty: 43161.070312
Entering ConstructFrom: 
Trying to split cluster 1 (21027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Entering Unmasked Estep 
Score: -1061159.500000 Penalty: 1617.453979
	Iteration 0F: 2 clusters Score -1061160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1046793.812500 Penalty: 3234.907959
	Iteration 0F: 3 clusters Score -1046794 nChanged 9510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1052136.750000 Penalty: 3234.907959
	Iteration 1F: 3 clusters Score -1052137 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1052728.250000 Penalty: 3234.907959
	Iteration 2F: 3 clusters Score -1052728 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1053519.000000 Penalty: 3234.907959
	Iteration 3F: 3 clusters Score -1053519 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1054725.375000 Penalty: 3234.907959
	Iteration 4F: 3 clusters Score -1054725 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1056214.125000 Penalty: 3234.907959
	Iteration 5F: 3 clusters Score -1056214 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1057681.125000 Penalty: 3234.907959
	Iteration 6F: 3 clusters Score -1057681 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1058924.375000 Penalty: 3234.907959
	Iteration 7F: 3 clusters Score -1058924 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1059489.250000 Penalty: 3234.907959
	Iteration 8Q: 3 clusters Score -1059489 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1059683.500000 Penalty: 3234.907959
	Iteration 9Q: 3 clusters Score -1059684 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1059783.125000 Penalty: 3234.907959
	Iteration 10Q: 3 clusters Score -1059783 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1059843.625000 Penalty: 3234.907959
	Iteration 11Q: 3 clusters Score -1059844 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1059870.125000 Penalty: 3234.907959
	Iteration 12Q: 3 clusters Score -1059870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1059887.625000 Penalty: 3234.907959
	Iteration 13Q: 3 clusters Score -1059888 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1059902.250000 Penalty: 3234.907959
	Iteration 14Q: 3 clusters Score -1059902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1059914.625000 Penalty: 3234.907959
	Iteration 15Q: 3 clusters Score -1059915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1059928.875000 Penalty: 3234.907959
	Iteration 16Q: 3 clusters Score -1059929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1059943.125000 Penalty: 3234.907959
	Iteration 17Q: 3 clusters Score -1059943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1059959.625000 Penalty: 3234.907959
	Iteration 18Q: 3 clusters Score -1059960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1059978.000000 Penalty: 3234.907959
	Iteration 19Q: 3 clusters Score -1059978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1059987.500000 Penalty: 3234.907959
	Iteration 20F: 3 clusters Score -1059988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1059997.500000 Penalty: 3234.907959
	Iteration 21Q: 3 clusters Score -1059998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1060007.875000 Penalty: 3234.907959
	Iteration 22Q: 3 clusters Score -1060008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1060013.875000 Penalty: 3234.907959
	Iteration 23Q: 3 clusters Score -1060014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1060021.000000 Penalty: 3234.907959
	Iteration 24Q: 3 clusters Score -1060021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1060026.625000 Penalty: 3234.907959
	Iteration 25Q: 3 clusters Score -1060027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1060030.750000 Penalty: 3234.907959
	Iteration 26Q: 3 clusters Score -1060031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1060032.250000 Penalty: 3234.907959
	Iteration 27Q: 3 clusters Score -1060032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1060036.000000 Penalty: 3234.907959
	Iteration 28Q: 3 clusters Score -1060036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1060037.250000 Penalty: 3234.907959
	Iteration 29Q: 3 clusters Score -1060037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1060038.375000 Penalty: 3234.907959
	Iteration 30Q: 3 clusters Score -1060038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1060039.625000 Penalty: 3234.907959
	Iteration 31Q: 3 clusters Score -1060040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1060043.500000 Penalty: 3234.907959
	Iteration 32Q: 3 clusters Score -1060044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1060045.125000 Penalty: 3234.907959
	Iteration 33Q: 3 clusters Score -1060045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1060050.250000 Penalty: 3234.907959
	Iteration 34Q: 3 clusters Score -1060050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1060054.375000 Penalty: 3234.907959
	Iteration 35Q: 3 clusters Score -1060054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1060054.750000 Penalty: 3234.907959
	Iteration 36Q: 3 clusters Score -1060055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1060055.750000 Penalty: 3234.907959
	Iteration 37Q: 3 clusters Score -1060056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1060054.875000 Penalty: 3234.907959
	Iteration 38Q: 3 clusters Score -1060055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1060055.875000 Penalty: 3234.907959
	Iteration 39Q: 3 clusters Score -1060056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1060058.500000 Penalty: 3234.907959
	Iteration 40F: 3 clusters Score -1060058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1060055.250000 Penalty: 3234.907959
	Iteration 41Q: 3 clusters Score -1060055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1060059.375000 Penalty: 3234.907959
	Iteration 42Q: 3 clusters Score -1060059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1060061.375000 Penalty: 3234.907959
	Iteration 43Q: 3 clusters Score -1060061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1060062.125000 Penalty: 3234.907959
	Iteration 44Q: 3 clusters Score -1060062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1060061.250000 Penalty: 3234.907959
	Iteration 45Q: 3 clusters Score -1060061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1060064.625000 Penalty: 3234.907959
	Iteration 46Q: 3 clusters Score -1060065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1060064.250000 Penalty: 3234.907959
	Iteration 47Q: 3 clusters Score -1060064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1060064.625000 Penalty: 3234.907959
	Iteration 48Q: 3 clusters Score -1060065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1060066.000000 Penalty: 3234.907959
	Iteration 49Q: 3 clusters Score -1060066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1060064.375000 Penalty: 3234.907959
	Iteration 50Q: 3 clusters Score -1060064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1060063.625000 Penalty: 3234.907959
	Iteration 51Q: 3 clusters Score -1060064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1060064.625000 Penalty: 3234.907959
	Iteration 52Q: 3 clusters Score -1060065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1060067.125000 Penalty: 3234.907959
	Iteration 53Q: 3 clusters Score -1060067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1060068.250000 Penalty: 3234.907959
	Iteration 54Q: 3 clusters Score -1060068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1060066.875000 Penalty: 3234.907959
	Iteration 55Q: 3 clusters Score -1060067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1060068.875000 Penalty: 3234.907959
	Iteration 56Q: 3 clusters Score -1060069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1060070.125000 Penalty: 3234.907959
	Iteration 57Q: 3 clusters Score -1060070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1060073.000000 Penalty: 3234.907959
	Iteration 58Q: 3 clusters Score -1060073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1060073.125000 Penalty: 3234.907959
	Iteration 59Q: 3 clusters Score -1060073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1060074.125000 Penalty: 3234.907959
	Iteration 60F: 3 clusters Score -1060074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1060075.750000 Penalty: 3234.907959
	Iteration 61Q: 3 clusters Score -1060076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1060076.000000 Penalty: 3234.907959
	Iteration 62Q: 3 clusters Score -1060076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1060076.500000 Penalty: 3234.907959
	Iteration 63Q: 3 clusters Score -1060076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1060077.500000 Penalty: 3234.907959
	Iteration 64Q: 3 clusters Score -1060078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1060076.500000 Penalty: 3234.907959
	Iteration 65Q: 3 clusters Score -1060076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1060078.000000 Penalty: 3234.907959
	Iteration 66Q: 3 clusters Score -1060078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1060079.625000 Penalty: 3234.907959
	Iteration 67Q: 3 clusters Score -1060080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1060079.750000 Penalty: 3234.907959
	Iteration 68Q: 3 clusters Score -1060080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1060078.375000 Penalty: 3234.907959
	Iteration 69Q: 3 clusters Score -1060078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1060079.250000 Penalty: 3234.907959
	Iteration 70Q: 3 clusters Score -1060079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1060079.250000 Penalty: 3234.907959
	Iteration 71F: 3 clusters Score -1060079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Entering Unmasked Estep 
Score: -624821.312500 Penalty: 1530.979370
	Iteration 0F: 2 clusters Score -624821.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -616141.375000 Penalty: 3061.958740
	Iteration 0F: 3 clusters Score -616141.4 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -619010.937500 Penalty: 3061.958740
	Iteration 1F: 3 clusters Score -619010.9 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -619268.312500 Penalty: 3061.958740
	Iteration 2F: 3 clusters Score -619268.3 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -619489.875000 Penalty: 3061.958740
	Iteration 3Q: 3 clusters Score -619489.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -619750.625000 Penalty: 3061.958740
	Iteration 4Q: 3 clusters Score -619750.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -620033.937500 Penalty: 3061.958740
	Iteration 5Q: 3 clusters Score -620033.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -620330.187500 Penalty: 3061.958740
	Iteration 6Q: 3 clusters Score -620330.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -620701.812500 Penalty: 3061.958740
	Iteration 7Q: 3 clusters Score -620701.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -621231.437500 Penalty: 3061.958740
	Iteration 8F: 3 clusters Score -621231.4 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -621871.062500 Penalty: 3061.958740
	Iteration 9F: 3 clusters Score -621871.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -622339.125000 Penalty: 3061.958740
	Iteration 10F: 3 clusters Score -622339.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -622640.625000 Penalty: 3061.958740
	Iteration 11Q: 3 clusters Score -622640.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -622799.625000 Penalty: 3061.958740
	Iteration 12Q: 3 clusters Score -622799.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -622879.437500 Penalty: 3061.958740
	Iteration 13Q: 3 clusters Score -622879.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -622921.062500 Penalty: 3061.958740
	Iteration 14Q: 3 clusters Score -622921.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -622943.750000 Penalty: 3061.958740
	Iteration 15Q: 3 clusters Score -622943.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -622954.375000 Penalty: 3061.958740
	Iteration 16Q: 3 clusters Score -622954.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -622965.562500 Penalty: 3061.958740
	Iteration 17Q: 3 clusters Score -622965.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -622967.625000 Penalty: 3061.958740
	Iteration 18Q: 3 clusters Score -622967.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -622973.125000 Penalty: 3061.958740
	Iteration 19Q: 3 clusters Score -622973.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -622975.062500 Penalty: 3061.958740
	Iteration 20F: 3 clusters Score -622975.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -622979.250000 Penalty: 3061.958740
	Iteration 21Q: 3 clusters Score -622979.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -622980.687500 Penalty: 3061.958740
	Iteration 22Q: 3 clusters Score -622980.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -622980.500000 Penalty: 3061.958740
	Iteration 23Q: 3 clusters Score -622980.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -622981.875000 Penalty: 3061.958740
	Iteration 24Q: 3 clusters Score -622981.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -622981.937500 Penalty: 3061.958740
	Iteration 25Q: 3 clusters Score -622981.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -622982.187500 Penalty: 3061.958740
	Iteration 26Q: 3 clusters Score -622982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -622982.187500 Penalty: 3061.958740
	Iteration 27F: 3 clusters Score -622982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Entering Unmasked Estep 
Score: -1375036.500000 Penalty: 1667.915283
	Iteration 0F: 2 clusters Score -1375036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1355834.500000 Penalty: 3335.830566
	Iteration 0F: 3 clusters Score -1355834 nChanged 13154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1362997.375000 Penalty: 3335.830566
	Iteration 1F: 3 clusters Score -1362997 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1363500.500000 Penalty: 3335.830566
	Iteration 2F: 3 clusters Score -1363500 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1364061.500000 Penalty: 3335.830566
	Iteration 3Q: 3 clusters Score -1364062 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1364740.875000 Penalty: 3335.830566
	Iteration 4F: 3 clusters Score -1364741 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -1365474.875000 Penalty: 3335.830566
	Iteration 5F: 3 clusters Score -1365475 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -1366303.000000 Penalty: 3335.830566
	Iteration 6F: 3 clusters Score -1366303 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1367167.750000 Penalty: 3335.830566
	Iteration 7F: 3 clusters Score -1367168 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -1368030.625000 Penalty: 3335.830566
	Iteration 8F: 3 clusters Score -1368031 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -1368948.875000 Penalty: 3335.830566
	Iteration 9Q: 3 clusters Score -1368949 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -1369947.375000 Penalty: 3335.830566
	Iteration 10Q: 3 clusters Score -1369947 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -1371025.625000 Penalty: 3335.830566
	Iteration 11Q: 3 clusters Score -1371026 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -1372072.875000 Penalty: 3335.830566
	Iteration 12Q: 3 clusters Score -1372073 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -1372913.750000 Penalty: 3335.830566
	Iteration 13Q: 3 clusters Score -1372914 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -1373589.000000 Penalty: 3335.830566
	Iteration 14Q: 3 clusters Score -1373589 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -1374138.500000 Penalty: 3335.830566
	Iteration 15Q: 3 clusters Score -1374138 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -1374524.375000 Penalty: 3335.830566
	Iteration 16Q: 3 clusters Score -1374524 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -1374760.750000 Penalty: 3335.830566
	Iteration 17Q: 3 clusters Score -1374761 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -1374875.500000 Penalty: 3335.830566
	Iteration 18Q: 3 clusters Score -1374876 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -1374938.750000 Penalty: 3335.830566
	Iteration 19Q: 3 clusters Score -1374939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -1374979.875000 Penalty: 3335.830566
	Iteration 20F: 3 clusters Score -1374980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -1375002.500000 Penalty: 3335.830566
	Iteration 21Q: 3 clusters Score -1375002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -1375013.250000 Penalty: 3335.830566
	Iteration 22Q: 3 clusters Score -1375013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -1375023.375000 Penalty: 3335.830566
	Iteration 23Q: 3 clusters Score -1375023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -1375030.375000 Penalty: 3335.830566
	Iteration 24Q: 3 clusters Score -1375030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -1375036.000000 Penalty: 3335.830566
	Iteration 25Q: 3 clusters Score -1375036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -1375039.375000 Penalty: 3335.830566
	Iteration 26Q: 3 clusters Score -1375039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -1375038.500000 Penalty: 3335.830566
	Iteration 27Q: 3 clusters Score -1375038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -1375037.000000 Penalty: 3335.830566
	Iteration 28Q: 3 clusters Score -1375037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -1375041.000000 Penalty: 3335.830566
	Iteration 29Q: 3 clusters Score -1375041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -1375040.625000 Penalty: 3335.830566
	Iteration 30Q: 3 clusters Score -1375041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -1375041.000000 Penalty: 3335.830566
	Iteration 31Q: 3 clusters Score -1375041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -1375043.250000 Penalty: 3335.830566
	Iteration 32Q: 3 clusters Score -1375043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -1375041.750000 Penalty: 3335.830566
	Iteration 33Q: 3 clusters Score -1375042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -1375043.125000 Penalty: 3335.830566
	Iteration 34Q: 3 clusters Score -1375043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -1375042.375000 Penalty: 3335.830566
	Iteration 35Q: 3 clusters Score -1375042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -1375043.125000 Penalty: 3335.830566
	Iteration 36Q: 3 clusters Score -1375043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -1375043.125000 Penalty: 3335.830566
	Iteration 37F: 3 clusters Score -1375043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 11153 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 12391 members 
Mstep: Class 8 contains 296091 members 
Mstep: Class 9 contains 99727 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 47190 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 5225 members 
Mstep: Class 20 contains 22190 members 
Mstep: Class 21 contains 26802 members 
Entering Unmasked Estep 
Score: -28190960.000000 Penalty: 45319.121094
Splitting cluster 3 changes total score from -28191494.000000 to -28190960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (11153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Entering Unmasked Estep 
Score: -544807.062500 Penalty: 1514.412842
	Iteration 0F: 2 clusters Score -544807.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -536913.375000 Penalty: 3028.825684
	Iteration 0F: 3 clusters Score -536913.4 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -539470.562500 Penalty: 3028.825684
	Iteration 1F: 3 clusters Score -539470.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -539717.062500 Penalty: 3028.825684
	Iteration 2F: 3 clusters Score -539717.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -539946.187500 Penalty: 3028.825684
	Iteration 3Q: 3 clusters Score -539946.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -540162.250000 Penalty: 3028.825684
	Iteration 4Q: 3 clusters Score -540162.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -540402.500000 Penalty: 3028.825684
	Iteration 5Q: 3 clusters Score -540402.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -540730.812500 Penalty: 3028.825684
	Iteration 6Q: 3 clusters Score -540730.8 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -541189.125000 Penalty: 3028.825684
	Iteration 7F: 3 clusters Score -541189.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -541721.437500 Penalty: 3028.825684
	Iteration 8F: 3 clusters Score -541721.4 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -542262.125000 Penalty: 3028.825684
	Iteration 9F: 3 clusters Score -542262.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -542694.812500 Penalty: 3028.825684
	Iteration 10Q: 3 clusters Score -542694.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -543019.562500 Penalty: 3028.825684
	Iteration 11Q: 3 clusters Score -543019.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -543249.187500 Penalty: 3028.825684
	Iteration 12Q: 3 clusters Score -543249.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -543364.625000 Penalty: 3028.825684
	Iteration 13Q: 3 clusters Score -543364.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -543436.437500 Penalty: 3028.825684
	Iteration 14Q: 3 clusters Score -543436.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -543481.625000 Penalty: 3028.825684
	Iteration 15Q: 3 clusters Score -543481.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -543511.187500 Penalty: 3028.825684
	Iteration 16Q: 3 clusters Score -543511.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -543530.062500 Penalty: 3028.825684
	Iteration 17Q: 3 clusters Score -543530.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -543548.875000 Penalty: 3028.825684
	Iteration 18Q: 3 clusters Score -543548.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -543556.875000 Penalty: 3028.825684
	Iteration 19Q: 3 clusters Score -543556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -543563.875000 Penalty: 3028.825684
	Iteration 20F: 3 clusters Score -543563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -543572.187500 Penalty: 3028.825684
	Iteration 21Q: 3 clusters Score -543572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -543576.562500 Penalty: 3028.825684
	Iteration 22Q: 3 clusters Score -543576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -543580.687500 Penalty: 3028.825684
	Iteration 23Q: 3 clusters Score -543580.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -543584.250000 Penalty: 3028.825684
	Iteration 24Q: 3 clusters Score -543584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -543589.437500 Penalty: 3028.825684
	Iteration 25Q: 3 clusters Score -543589.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -543593.375000 Penalty: 3028.825684
	Iteration 26Q: 3 clusters Score -543593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -543594.875000 Penalty: 3028.825684
	Iteration 27Q: 3 clusters Score -543594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -543596.187500 Penalty: 3028.825684
	Iteration 28Q: 3 clusters Score -543596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -543596.187500 Penalty: 3028.825684
	Iteration 29F: 3 clusters Score -543596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -106643.109375 Penalty: 1259.963867
	Iteration 0F: 2 clusters Score -106643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -104312.414062 Penalty: 2519.927734
	Iteration 0F: 3 clusters Score -104312.4 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -104834.812500 Penalty: 2519.927734
	Iteration 1F: 3 clusters Score -104834.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -104963.820312 Penalty: 2519.927734
	Iteration 2F: 3 clusters Score -104963.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -105039.468750 Penalty: 2519.927734
	Iteration 3Q: 3 clusters Score -105039.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -105101.312500 Penalty: 2519.927734
	Iteration 4Q: 3 clusters Score -105101.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -105165.671875 Penalty: 2519.927734
	Iteration 5Q: 3 clusters Score -105165.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -105244.468750 Penalty: 2519.927734
	Iteration 6Q: 3 clusters Score -105244.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -105313.203125 Penalty: 2519.927734
	Iteration 7Q: 3 clusters Score -105313.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -105363.757812 Penalty: 2519.927734
	Iteration 8Q: 3 clusters Score -105363.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -105411.843750 Penalty: 2519.927734
	Iteration 9Q: 3 clusters Score -105411.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -105467.289062 Penalty: 2519.927734
	Iteration 10Q: 3 clusters Score -105467.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -105528.562500 Penalty: 2519.927734
	Iteration 11Q: 3 clusters Score -105528.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -105574.328125 Penalty: 2519.927734
	Iteration 12Q: 3 clusters Score -105574.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -105607.710938 Penalty: 2519.927734
	Iteration 13Q: 3 clusters Score -105607.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -105627.796875 Penalty: 2519.927734
	Iteration 14Q: 3 clusters Score -105627.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -105646.210938 Penalty: 2519.927734
	Iteration 15Q: 3 clusters Score -105646.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -105658.250000 Penalty: 2519.927734
	Iteration 16Q: 3 clusters Score -105658.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -105668.773438 Penalty: 2519.927734
	Iteration 17Q: 3 clusters Score -105668.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -105675.687500 Penalty: 2519.927734
	Iteration 18Q: 3 clusters Score -105675.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -105680.148438 Penalty: 2519.927734
	Iteration 19Q: 3 clusters Score -105680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -105682.000000 Penalty: 2519.927734
	Iteration 20F: 3 clusters Score -105682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -105683.289062 Penalty: 2519.927734
	Iteration 21Q: 3 clusters Score -105683.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -105685.726562 Penalty: 2519.927734
	Iteration 22Q: 3 clusters Score -105685.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -105688.609375 Penalty: 2519.927734
	Iteration 23Q: 3 clusters Score -105688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -105689.156250 Penalty: 2519.927734
	Iteration 24Q: 3 clusters Score -105689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -105689.789062 Penalty: 2519.927734
	Iteration 25Q: 3 clusters Score -105689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -105690.992188 Penalty: 2519.927734
	Iteration 26Q: 3 clusters Score -105691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -105691.625000 Penalty: 2519.927734
	Iteration 27Q: 3 clusters Score -105691.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -105692.210938 Penalty: 2519.927734
	Iteration 28Q: 3 clusters Score -105692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -105693.132812 Penalty: 2519.927734
	Iteration 29Q: 3 clusters Score -105693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -105693.992188 Penalty: 2519.927734
	Iteration 30Q: 3 clusters Score -105694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -105694.570312 Penalty: 2519.927734
	Iteration 31Q: 3 clusters Score -105694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -105694.851562 Penalty: 2519.927734
	Iteration 32Q: 3 clusters Score -105694.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -105694.851562 Penalty: 2519.927734
	Iteration 33F: 3 clusters Score -105694.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Entering Unmasked Estep 
Score: -386162.656250 Penalty: 1457.529907
	Iteration 0F: 2 clusters Score -386162.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -380322.250000 Penalty: 2915.059814
	Iteration 0F: 3 clusters Score -380322.2 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -382022.656250 Penalty: 2915.059814
	Iteration 1F: 3 clusters Score -382022.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -382208.062500 Penalty: 2915.059814
	Iteration 2F: 3 clusters Score -382208.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -382348.937500 Penalty: 2915.059814
	Iteration 3Q: 3 clusters Score -382348.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -382450.437500 Penalty: 2915.059814
	Iteration 4Q: 3 clusters Score -382450.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -382539.750000 Penalty: 2915.059814
	Iteration 5Q: 3 clusters Score -382539.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -382606.937500 Penalty: 2915.059814
	Iteration 6Q: 3 clusters Score -382606.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -382654.531250 Penalty: 2915.059814
	Iteration 7Q: 3 clusters Score -382654.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -382691.906250 Penalty: 2915.059814
	Iteration 8Q: 3 clusters Score -382691.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -382731.156250 Penalty: 2915.059814
	Iteration 9Q: 3 clusters Score -382731.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -382763.187500 Penalty: 2915.059814
	Iteration 10Q: 3 clusters Score -382763.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -382793.718750 Penalty: 2915.059814
	Iteration 11Q: 3 clusters Score -382793.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -382826.437500 Penalty: 2915.059814
	Iteration 12Q: 3 clusters Score -382826.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -382863.687500 Penalty: 2915.059814
	Iteration 13Q: 3 clusters Score -382863.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -382907.843750 Penalty: 2915.059814
	Iteration 14Q: 3 clusters Score -382907.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -382960.031250 Penalty: 2915.059814
	Iteration 15Q: 3 clusters Score -382960 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -383022.781250 Penalty: 2915.059814
	Iteration 16Q: 3 clusters Score -383022.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -383099.687500 Penalty: 2915.059814
	Iteration 17Q: 3 clusters Score -383099.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -383187.062500 Penalty: 2915.059814
	Iteration 18Q: 3 clusters Score -383187.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -383298.125000 Penalty: 2915.059814
	Iteration 19Q: 3 clusters Score -383298.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -383441.218750 Penalty: 2915.059814
	Iteration 20F: 3 clusters Score -383441.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -383616.406250 Penalty: 2915.059814
	Iteration 21Q: 3 clusters Score -383616.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -383807.187500 Penalty: 2915.059814
	Iteration 22Q: 3 clusters Score -383807.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -383985.406250 Penalty: 2915.059814
	Iteration 23Q: 3 clusters Score -383985.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -384134.218750 Penalty: 2915.059814
	Iteration 24Q: 3 clusters Score -384134.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -384261.312500 Penalty: 2915.059814
	Iteration 25Q: 3 clusters Score -384261.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -384390.687500 Penalty: 2915.059814
	Iteration 26Q: 3 clusters Score -384390.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -384506.968750 Penalty: 2915.059814
	Iteration 27Q: 3 clusters Score -384507 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -384585.062500 Penalty: 2915.059814
	Iteration 28Q: 3 clusters Score -384585.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -384655.656250 Penalty: 2915.059814
	Iteration 29Q: 3 clusters Score -384655.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -384709.125000 Penalty: 2915.059814
	Iteration 30Q: 3 clusters Score -384709.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -384759.531250 Penalty: 2915.059814
	Iteration 31Q: 3 clusters Score -384759.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -384785.656250 Penalty: 2915.059814
	Iteration 32Q: 3 clusters Score -384785.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -384804.500000 Penalty: 2915.059814
	Iteration 33Q: 3 clusters Score -384804.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -384819.125000 Penalty: 2915.059814
	Iteration 34Q: 3 clusters Score -384819.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -384826.750000 Penalty: 2915.059814
	Iteration 35Q: 3 clusters Score -384826.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -384837.656250 Penalty: 2915.059814
	Iteration 36Q: 3 clusters Score -384837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -384840.687500 Penalty: 2915.059814
	Iteration 37Q: 3 clusters Score -384840.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -384841.625000 Penalty: 2915.059814
	Iteration 38Q: 3 clusters Score -384841.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -384843.187500 Penalty: 2915.059814
	Iteration 39Q: 3 clusters Score -384843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -384845.125000 Penalty: 2915.059814
	Iteration 40F: 3 clusters Score -384845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -384845.781250 Penalty: 2915.059814
	Iteration 41Q: 3 clusters Score -384845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -384845.781250 Penalty: 2915.059814
	Iteration 42F: 3 clusters Score -384845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Entering Unmasked Estep 
Score: -604576.437500 Penalty: 1531.517944
	Iteration 0F: 2 clusters Score -604576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -595900.125000 Penalty: 3063.035889
	Iteration 0F: 3 clusters Score -595900.1 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -598818.937500 Penalty: 3063.035889
	Iteration 1F: 3 clusters Score -598818.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -599111.000000 Penalty: 3063.035889
	Iteration 2F: 3 clusters Score -599111 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -599465.312500 Penalty: 3063.035889
	Iteration 3Q: 3 clusters Score -599465.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -599839.437500 Penalty: 3063.035889
	Iteration 4Q: 3 clusters Score -599839.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -600283.000000 Penalty: 3063.035889
	Iteration 5F: 3 clusters Score -600283 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -600792.812500 Penalty: 3063.035889
	Iteration 6F: 3 clusters Score -600792.8 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -601446.000000 Penalty: 3063.035889
	Iteration 7F: 3 clusters Score -601446 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -602136.875000 Penalty: 3063.035889
	Iteration 8F: 3 clusters Score -602136.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -602637.812500 Penalty: 3063.035889
	Iteration 9F: 3 clusters Score -602637.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -602964.000000 Penalty: 3063.035889
	Iteration 10Q: 3 clusters Score -602964 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -603200.875000 Penalty: 3063.035889
	Iteration 11Q: 3 clusters Score -603200.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -603423.937500 Penalty: 3063.035889
	Iteration 12Q: 3 clusters Score -603423.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -603572.812500 Penalty: 3063.035889
	Iteration 13Q: 3 clusters Score -603572.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -603656.687500 Penalty: 3063.035889
	Iteration 14Q: 3 clusters Score -603656.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -603717.937500 Penalty: 3063.035889
	Iteration 15Q: 3 clusters Score -603717.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -603757.687500 Penalty: 3063.035889
	Iteration 16Q: 3 clusters Score -603757.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -603782.187500 Penalty: 3063.035889
	Iteration 17Q: 3 clusters Score -603782.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -603802.062500 Penalty: 3063.035889
	Iteration 18Q: 3 clusters Score -603802.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -603813.875000 Penalty: 3063.035889
	Iteration 19Q: 3 clusters Score -603813.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -603828.875000 Penalty: 3063.035889
	Iteration 20F: 3 clusters Score -603828.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -603840.750000 Penalty: 3063.035889
	Iteration 21Q: 3 clusters Score -603840.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -603850.500000 Penalty: 3063.035889
	Iteration 22Q: 3 clusters Score -603850.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -603861.875000 Penalty: 3063.035889
	Iteration 23Q: 3 clusters Score -603861.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -603875.625000 Penalty: 3063.035889
	Iteration 24Q: 3 clusters Score -603875.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -603884.687500 Penalty: 3063.035889
	Iteration 25Q: 3 clusters Score -603884.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -603892.625000 Penalty: 3063.035889
	Iteration 26Q: 3 clusters Score -603892.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -603900.250000 Penalty: 3063.035889
	Iteration 27Q: 3 clusters Score -603900.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -603906.937500 Penalty: 3063.035889
	Iteration 28Q: 3 clusters Score -603906.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -603913.312500 Penalty: 3063.035889
	Iteration 29Q: 3 clusters Score -603913.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -603917.000000 Penalty: 3063.035889
	Iteration 30Q: 3 clusters Score -603917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -603920.750000 Penalty: 3063.035889
	Iteration 31Q: 3 clusters Score -603920.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -603922.500000 Penalty: 3063.035889
	Iteration 32Q: 3 clusters Score -603922.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -603924.000000 Penalty: 3063.035889
	Iteration 33Q: 3 clusters Score -603924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -603924.312500 Penalty: 3063.035889
	Iteration 34Q: 3 clusters Score -603924.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -603927.812500 Penalty: 3063.035889
	Iteration 35Q: 3 clusters Score -603927.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -603930.500000 Penalty: 3063.035889
	Iteration 36Q: 3 clusters Score -603930.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -603931.125000 Penalty: 3063.035889
	Iteration 37Q: 3 clusters Score -603931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -603931.750000 Penalty: 3063.035889
	Iteration 38Q: 3 clusters Score -603931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -603930.562500 Penalty: 3063.035889
	Iteration 39Q: 3 clusters Score -603930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -603931.562500 Penalty: 3063.035889
	Iteration 40F: 3 clusters Score -603931.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -603931.500000 Penalty: 3063.035889
	Iteration 41Q: 3 clusters Score -603931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -603932.312500 Penalty: 3063.035889
	Iteration 42Q: 3 clusters Score -603932.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -603932.062500 Penalty: 3063.035889
	Iteration 43Q: 3 clusters Score -603932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -603934.125000 Penalty: 3063.035889
	Iteration 44Q: 3 clusters Score -603934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -603935.125000 Penalty: 3063.035889
	Iteration 45Q: 3 clusters Score -603935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -603935.125000 Penalty: 3063.035889
	Iteration 46F: 3 clusters Score -603935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (296091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296091 members 
Entering Unmasked Estep 
Score: -14932128.000000 Penalty: 2047.243530
	Iteration 0F: 2 clusters Score -1.493213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148220 members 
Mstep: Class 2 contains 147871 members 
Entering Unmasked Estep 
Score: -14732203.000000 Penalty: 4094.487061
	Iteration 0F: 3 clusters Score -1.47322e+07 nChanged 144212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147172 members 
Mstep: Class 2 contains 148919 members 
Entering Unmasked Estep 
Score: -14817903.000000 Penalty: 4094.487061
	Iteration 1F: 3 clusters Score -1.48179e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146616 members 
Mstep: Class 2 contains 149475 members 
Entering Unmasked Estep 
Score: -14818918.000000 Penalty: 4094.487061
	Iteration 2Q: 3 clusters Score -1.481892e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145792 members 
Mstep: Class 2 contains 150299 members 
Entering Unmasked Estep 
Score: -14820466.000000 Penalty: 4094.487061
	Iteration 3Q: 3 clusters Score -1.482047e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144548 members 
Mstep: Class 2 contains 151543 members 
Entering Unmasked Estep 
Score: -14822940.000000 Penalty: 4094.487061
	Iteration 4Q: 3 clusters Score -1.482294e+07 nChanged 10319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142809 members 
Mstep: Class 2 contains 153282 members 
Entering Unmasked Estep 
Score: -14825993.000000 Penalty: 4094.487061
	Iteration 5Q: 3 clusters Score -1.482599e+07 nChanged 11908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140665 members 
Mstep: Class 2 contains 155426 members 
Entering Unmasked Estep 
Score: -14829972.000000 Penalty: 4094.487061
	Iteration 6Q: 3 clusters Score -1.482997e+07 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138031 members 
Mstep: Class 2 contains 158060 members 
Entering Unmasked Estep 
Score: -14834829.000000 Penalty: 4094.487061
	Iteration 7Q: 3 clusters Score -1.483483e+07 nChanged 14100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134921 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -14840343.000000 Penalty: 4094.487061
	Iteration 8Q: 3 clusters Score -1.484034e+07 nChanged 14572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131149 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -14845955.000000 Penalty: 4094.487061
	Iteration 9Q: 3 clusters Score -1.484596e+07 nChanged 13995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126900 members 
Mstep: Class 2 contains 169191 members 
Entering Unmasked Estep 
Score: -14851023.000000 Penalty: 4094.487061
	Iteration 10Q: 3 clusters Score -1.485102e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122191 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -14855125.000000 Penalty: 4094.487061
	Iteration 11Q: 3 clusters Score -1.485512e+07 nChanged 10920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116987 members 
Mstep: Class 2 contains 179104 members 
Entering Unmasked Estep 
Score: -14858313.000000 Penalty: 4094.487061
	Iteration 12Q: 3 clusters Score -1.485831e+07 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111241 members 
Mstep: Class 2 contains 184850 members 
Entering Unmasked Estep 
Score: -14860676.000000 Penalty: 4094.487061
	Iteration 13Q: 3 clusters Score -1.486068e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 191339 members 
Entering Unmasked Estep 
Score: -14862986.000000 Penalty: 4094.487061
	Iteration 14Q: 3 clusters Score -1.486299e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97219 members 
Mstep: Class 2 contains 198872 members 
Entering Unmasked Estep 
Score: -14865115.000000 Penalty: 4094.487061
	Iteration 15Q: 3 clusters Score -1.486512e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 207506 members 
Entering Unmasked Estep 
Score: -14867842.000000 Penalty: 4094.487061
	Iteration 16Q: 3 clusters Score -1.486784e+07 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78456 members 
Mstep: Class 2 contains 217635 members 
Entering Unmasked Estep 
Score: -14871879.000000 Penalty: 4094.487061
	Iteration 17Q: 3 clusters Score -1.487188e+07 nChanged 11599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 229234 members 
Entering Unmasked Estep 
Score: -14877217.000000 Penalty: 4094.487061
	Iteration 18Q: 3 clusters Score -1.487722e+07 nChanged 13134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 242368 members 
Entering Unmasked Estep 
Score: -14885106.000000 Penalty: 4094.487061
	Iteration 19Q: 3 clusters Score -1.488511e+07 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 256459 members 
Entering Unmasked Estep 
Score: -14895168.000000 Penalty: 4094.487061
	Iteration 20F: 3 clusters Score -1.489517e+07 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 270412 members 
Entering Unmasked Estep 
Score: -14906946.000000 Penalty: 4094.487061
	Iteration 21Q: 3 clusters Score -1.490695e+07 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 282535 members 
Entering Unmasked Estep 
Score: -14918377.000000 Penalty: 4094.487061
	Iteration 22Q: 3 clusters Score -1.491838e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 290120 members 
Entering Unmasked Estep 
Score: -14925304.000000 Penalty: 4094.487061
	Iteration 23Q: 3 clusters Score -1.49253e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 293744 members 
Entering Unmasked Estep 
Score: -14928386.000000 Penalty: 4094.487061
	Iteration 24Q: 3 clusters Score -1.492839e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 295153 members 
Entering Unmasked Estep 
Score: -14929556.000000 Penalty: 4094.487061
	Iteration 25Q: 3 clusters Score -1.492956e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 295608 members 
Entering Unmasked Estep 
Score: -14929979.000000 Penalty: 4094.487061
	Iteration 26Q: 3 clusters Score -1.492998e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 295740 members 
Entering Unmasked Estep 
Score: -14930144.000000 Penalty: 4094.487061
	Iteration 27Q: 3 clusters Score -1.493014e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 295789 members 
Entering Unmasked Estep 
Score: -14930203.000000 Penalty: 4094.487061
	Iteration 28Q: 3 clusters Score -1.49302e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 295808 members 
Entering Unmasked Estep 
Score: -14930240.000000 Penalty: 4094.487061
	Iteration 29Q: 3 clusters Score -1.493024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 295811 members 
Entering Unmasked Estep 
Score: -14930253.000000 Penalty: 4094.487061
	Iteration 30Q: 3 clusters Score -1.493025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295817 members 
Entering Unmasked Estep 
Score: -14930271.000000 Penalty: 4094.487061
	Iteration 31Q: 3 clusters Score -1.493027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 295820 members 
Entering Unmasked Estep 
Score: -14930287.000000 Penalty: 4094.487061
	Iteration 32Q: 3 clusters Score -1.493029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 295824 members 
Entering Unmasked Estep 
Score: -14930305.000000 Penalty: 4094.487061
	Iteration 33Q: 3 clusters Score -1.49303e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 295826 members 
Entering Unmasked Estep 
Score: -14930313.000000 Penalty: 4094.487061
	Iteration 34Q: 3 clusters Score -1.493031e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 295830 members 
Entering Unmasked Estep 
Score: -14930316.000000 Penalty: 4094.487061
	Iteration 35Q: 3 clusters Score -1.493032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 295838 members 
Entering Unmasked Estep 
Score: -14930326.000000 Penalty: 4094.487061
	Iteration 36Q: 3 clusters Score -1.493033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 295840 members 
Entering Unmasked Estep 
Score: -14930351.000000 Penalty: 4094.487061
	Iteration 37Q: 3 clusters Score -1.493035e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 295840 members 
Entering Unmasked Estep 
Score: -14930356.000000 Penalty: 4094.487061
	Iteration 38Q: 3 clusters Score -1.493036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295844 members 
Entering Unmasked Estep 
Score: -14930366.000000 Penalty: 4094.487061
	Iteration 39Q: 3 clusters Score -1.493037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295846 members 
Entering Unmasked Estep 
Score: -14930368.000000 Penalty: 4094.487061
	Iteration 40F: 3 clusters Score -1.493037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 295847 members 
Entering Unmasked Estep 
Score: -14930369.000000 Penalty: 4094.487061
	Iteration 41Q: 3 clusters Score -1.493037e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 295844 members 
Entering Unmasked Estep 
Score: -14930359.000000 Penalty: 4094.487061
	Iteration 42Q: 3 clusters Score -1.493036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 295843 members 
Entering Unmasked Estep 
Score: -14930365.000000 Penalty: 4094.487061
	Iteration 43Q: 3 clusters Score -1.493036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 295843 members 
Entering Unmasked Estep 
Score: -14930365.000000 Penalty: 4094.487061
	Iteration 44F: 3 clusters Score -1.493036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (99727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99727 members 
Entering Unmasked Estep 
Score: -4923881.000000 Penalty: 1870.406128
	Iteration 0F: 2 clusters Score -4923881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -4857127.000000 Penalty: 3740.812256
	Iteration 0F: 3 clusters Score -4857127 nChanged 47580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -4885627.500000 Penalty: 3740.812256
	Iteration 1F: 3 clusters Score -4885628 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -4887032.000000 Penalty: 3740.812256
	Iteration 2Q: 3 clusters Score -4887032 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -4889304.000000 Penalty: 3740.812256
	Iteration 3Q: 3 clusters Score -4889304 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4892965.500000 Penalty: 3740.812256
	Iteration 4F: 3 clusters Score -4892966 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -4898412.000000 Penalty: 3740.812256
	Iteration 5F: 3 clusters Score -4898412 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -4905001.000000 Penalty: 3740.812256
	Iteration 6F: 3 clusters Score -4905001 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86351 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4911522.000000 Penalty: 3740.812256
	Iteration 7F: 3 clusters Score -4911522 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91215 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4916226.000000 Penalty: 3740.812256
	Iteration 8F: 3 clusters Score -4916226 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94138 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -4918917.500000 Penalty: 3740.812256
	Iteration 9Q: 3 clusters Score -4918918 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -4920319.500000 Penalty: 3740.812256
	Iteration 10Q: 3 clusters Score -4920320 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4921081.500000 Penalty: 3740.812256
	Iteration 11Q: 3 clusters Score -4921082 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4921496.500000 Penalty: 3740.812256
	Iteration 12Q: 3 clusters Score -4921496 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4921770.500000 Penalty: 3740.812256
	Iteration 13Q: 3 clusters Score -4921770 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98142 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4921989.500000 Penalty: 3740.812256
	Iteration 14Q: 3 clusters Score -4921990 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98354 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4922123.000000 Penalty: 3740.812256
	Iteration 15Q: 3 clusters Score -4922123 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98491 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4922228.000000 Penalty: 3740.812256
	Iteration 16Q: 3 clusters Score -4922228 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4922329.500000 Penalty: 3740.812256
	Iteration 17Q: 3 clusters Score -4922330 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4922420.500000 Penalty: 3740.812256
	Iteration 18Q: 3 clusters Score -4922420 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98717 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4922512.000000 Penalty: 3740.812256
	Iteration 19Q: 3 clusters Score -4922512 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4922599.000000 Penalty: 3740.812256
	Iteration 20F: 3 clusters Score -4922599 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98798 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4922688.000000 Penalty: 3740.812256
	Iteration 21Q: 3 clusters Score -4922688 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4922781.000000 Penalty: 3740.812256
	Iteration 22Q: 3 clusters Score -4922781 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4922884.000000 Penalty: 3740.812256
	Iteration 23Q: 3 clusters Score -4922884 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98834 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4923018.000000 Penalty: 3740.812256
	Iteration 24Q: 3 clusters Score -4923018 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98822 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4923131.500000 Penalty: 3740.812256
	Iteration 25Q: 3 clusters Score -4923132 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98802 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4923234.000000 Penalty: 3740.812256
	Iteration 26Q: 3 clusters Score -4923234 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98784 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -4923298.500000 Penalty: 3740.812256
	Iteration 27Q: 3 clusters Score -4923298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4923343.000000 Penalty: 3740.812256
	Iteration 28Q: 3 clusters Score -4923343 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98732 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4923352.500000 Penalty: 3740.812256
	Iteration 29Q: 3 clusters Score -4923352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4923379.000000 Penalty: 3740.812256
	Iteration 30Q: 3 clusters Score -4923379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98707 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4923383.500000 Penalty: 3740.812256
	Iteration 31Q: 3 clusters Score -4923384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98701 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4923395.000000 Penalty: 3740.812256
	Iteration 32Q: 3 clusters Score -4923395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4923404.000000 Penalty: 3740.812256
	Iteration 33Q: 3 clusters Score -4923404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98686 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4923402.500000 Penalty: 3740.812256
	Iteration 34Q: 3 clusters Score -4923402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98677 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4923408.500000 Penalty: 3740.812256
	Iteration 35Q: 3 clusters Score -4923408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98669 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4923413.000000 Penalty: 3740.812256
	Iteration 36Q: 3 clusters Score -4923413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98666 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4923417.000000 Penalty: 3740.812256
	Iteration 37Q: 3 clusters Score -4923417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98664 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4923414.000000 Penalty: 3740.812256
	Iteration 38Q: 3 clusters Score -4923414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4923425.000000 Penalty: 3740.812256
	Iteration 39Q: 3 clusters Score -4923425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98648 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4923440.000000 Penalty: 3740.812256
	Iteration 40F: 3 clusters Score -4923440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4923449.500000 Penalty: 3740.812256
	Iteration 41Q: 3 clusters Score -4923450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98612 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4923459.000000 Penalty: 3740.812256
	Iteration 42Q: 3 clusters Score -4923459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4923461.500000 Penalty: 3740.812256
	Iteration 43Q: 3 clusters Score -4923462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4923470.500000 Penalty: 3740.812256
	Iteration 44Q: 3 clusters Score -4923470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98587 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4923475.000000 Penalty: 3740.812256
	Iteration 45Q: 3 clusters Score -4923475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98579 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4923471.500000 Penalty: 3740.812256
	Iteration 46Q: 3 clusters Score -4923472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98574 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4923480.500000 Penalty: 3740.812256
	Iteration 47Q: 3 clusters Score -4923480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98571 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4923486.500000 Penalty: 3740.812256
	Iteration 48Q: 3 clusters Score -4923486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4923487.000000 Penalty: 3740.812256
	Iteration 49Q: 3 clusters Score -4923487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4923494.000000 Penalty: 3740.812256
	Iteration 50Q: 3 clusters Score -4923494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98562 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4923493.000000 Penalty: 3740.812256
	Iteration 51Q: 3 clusters Score -4923493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4923490.500000 Penalty: 3740.812256
	Iteration 52Q: 3 clusters Score -4923490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98560 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -4923490.500000 Penalty: 3740.812256
	Iteration 53F: 3 clusters Score -4923490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -67896.195312 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -67896.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -66138.648438 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -66138.65 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -66488.070312 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -66488.07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -66582.031250 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -66582.03 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -66628.257812 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -66628.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -66654.875000 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -66654.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -66674.015625 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -66674.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -66687.171875 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -66687.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -66698.328125 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -66698.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66705.828125 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -66705.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -66710.164062 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -66710.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -66714.429688 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -66714.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -66715.828125 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -66715.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66716.117188 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -66716.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66716.117188 Penalty: 2370.451904
	Iteration 13F: 3 clusters Score -66716.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -15565.674805 Penalty: 964.849609
	Iteration 0F: 2 clusters Score -15565.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14599.020508 Penalty: 1929.699219
	Iteration 0F: 3 clusters Score -14599.02 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14697.568359 Penalty: 1929.699219
	Iteration 1F: 3 clusters Score -14697.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14727.687500 Penalty: 1929.699219
	Iteration 2Q: 3 clusters Score -14727.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14745.777344 Penalty: 1929.699219
	Iteration 3Q: 3 clusters Score -14745.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14757.490234 Penalty: 1929.699219
	Iteration 4Q: 3 clusters Score -14757.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14770.973633 Penalty: 1929.699219
	Iteration 5Q: 3 clusters Score -14770.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14773.742188 Penalty: 1929.699219
	Iteration 6Q: 3 clusters Score -14773.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14777.776367 Penalty: 1929.699219
	Iteration 7Q: 3 clusters Score -14777.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14780.149414 Penalty: 1929.699219
	Iteration 8Q: 3 clusters Score -14780.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14783.522461 Penalty: 1929.699219
	Iteration 9Q: 3 clusters Score -14783.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -14783.522461 Penalty: 1929.699219
	Iteration 10F: 3 clusters Score -14783.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Entering Unmasked Estep 
Score: -148933.796875 Penalty: 1321.660278
	Iteration 0F: 2 clusters Score -148933.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -145954.515625 Penalty: 2643.320557
	Iteration 0F: 3 clusters Score -145954.5 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -147037.281250 Penalty: 2643.320557
	Iteration 1F: 3 clusters Score -147037.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -147779.046875 Penalty: 2643.320557
	Iteration 2F: 3 clusters Score -147779 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -148486.437500 Penalty: 2643.320557
	Iteration 3F: 3 clusters Score -148486.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -148868.671875 Penalty: 2643.320557
	Iteration 4F: 3 clusters Score -148868.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -149038.640625 Penalty: 2643.320557
	Iteration 5F: 3 clusters Score -149038.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -149113.218750 Penalty: 2643.320557
	Iteration 6Q: 3 clusters Score -149113.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -149142.140625 Penalty: 2643.320557
	Iteration 7Q: 3 clusters Score -149142.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -149156.562500 Penalty: 2643.320557
	Iteration 8Q: 3 clusters Score -149156.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -149166.296875 Penalty: 2643.320557
	Iteration 9Q: 3 clusters Score -149166.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -149174.156250 Penalty: 2643.320557
	Iteration 10Q: 3 clusters Score -149174.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -149193.062500 Penalty: 2643.320557
	Iteration 11Q: 3 clusters Score -149193.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -149209.718750 Penalty: 2643.320557
	Iteration 12Q: 3 clusters Score -149209.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -149223.656250 Penalty: 2643.320557
	Iteration 13Q: 3 clusters Score -149223.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -149227.734375 Penalty: 2643.320557
	Iteration 14Q: 3 clusters Score -149227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -149232.875000 Penalty: 2643.320557
	Iteration 15Q: 3 clusters Score -149232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -149235.718750 Penalty: 2643.320557
	Iteration 16Q: 3 clusters Score -149235.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -149239.562500 Penalty: 2643.320557
	Iteration 17Q: 3 clusters Score -149239.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -149244.375000 Penalty: 2643.320557
	Iteration 18Q: 3 clusters Score -149244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -149248.890625 Penalty: 2643.320557
	Iteration 19Q: 3 clusters Score -149248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -149255.937500 Penalty: 2643.320557
	Iteration 20F: 3 clusters Score -149255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -149261.453125 Penalty: 2643.320557
	Iteration 21Q: 3 clusters Score -149261.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -149264.968750 Penalty: 2643.320557
	Iteration 22Q: 3 clusters Score -149265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -149269.937500 Penalty: 2643.320557
	Iteration 23Q: 3 clusters Score -149269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -149270.984375 Penalty: 2643.320557
	Iteration 24Q: 3 clusters Score -149271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -149271.640625 Penalty: 2643.320557
	Iteration 25Q: 3 clusters Score -149271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -149272.468750 Penalty: 2643.320557
	Iteration 26Q: 3 clusters Score -149272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -149272.468750 Penalty: 2643.320557
	Iteration 27F: 3 clusters Score -149272.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 28684 members 
Mstep: Class 4 contains 11153 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 12391 members 
Mstep: Class 8 contains 296091 members 
Mstep: Class 9 contains 99727 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 2640 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 47190 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 5225 members 
Mstep: Class 20 contains 22190 members 
Mstep: Class 21 contains 766 members 
Entering Unmasked Estep 
Score: -28190960.000000 Penalty: 45319.121094
Splitting cluster 12 changes total score from -28191494.000000 to -28190960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Entering Unmasked Estep 
Score: -159220.375000 Penalty: 1302.973145
	Iteration 0F: 2 clusters Score -159220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -156473.265625 Penalty: 2605.946289
	Iteration 0F: 3 clusters Score -156473.3 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -157156.593750 Penalty: 2605.946289
	Iteration 1F: 3 clusters Score -157156.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -157276.609375 Penalty: 2605.946289
	Iteration 2F: 3 clusters Score -157276.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -157338.546875 Penalty: 2605.946289
	Iteration 3Q: 3 clusters Score -157338.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -157367.687500 Penalty: 2605.946289
	Iteration 4Q: 3 clusters Score -157367.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -157392.125000 Penalty: 2605.946289
	Iteration 5Q: 3 clusters Score -157392.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -157415.578125 Penalty: 2605.946289
	Iteration 6Q: 3 clusters Score -157415.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -157434.015625 Penalty: 2605.946289
	Iteration 7Q: 3 clusters Score -157434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -157446.968750 Penalty: 2605.946289
	Iteration 8Q: 3 clusters Score -157447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -157460.390625 Penalty: 2605.946289
	Iteration 9Q: 3 clusters Score -157460.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -157471.796875 Penalty: 2605.946289
	Iteration 10Q: 3 clusters Score -157471.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -157486.984375 Penalty: 2605.946289
	Iteration 11Q: 3 clusters Score -157487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -157499.609375 Penalty: 2605.946289
	Iteration 12Q: 3 clusters Score -157499.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -157512.218750 Penalty: 2605.946289
	Iteration 13Q: 3 clusters Score -157512.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -157524.828125 Penalty: 2605.946289
	Iteration 14Q: 3 clusters Score -157524.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -157536.640625 Penalty: 2605.946289
	Iteration 15Q: 3 clusters Score -157536.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -157548.140625 Penalty: 2605.946289
	Iteration 16Q: 3 clusters Score -157548.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -157569.156250 Penalty: 2605.946289
	Iteration 17Q: 3 clusters Score -157569.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -157590.968750 Penalty: 2605.946289
	Iteration 18Q: 3 clusters Score -157591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -157614.734375 Penalty: 2605.946289
	Iteration 19Q: 3 clusters Score -157614.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -157636.312500 Penalty: 2605.946289
	Iteration 20F: 3 clusters Score -157636.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -157659.421875 Penalty: 2605.946289
	Iteration 21Q: 3 clusters Score -157659.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -157678.609375 Penalty: 2605.946289
	Iteration 22Q: 3 clusters Score -157678.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -157701.812500 Penalty: 2605.946289
	Iteration 23Q: 3 clusters Score -157701.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157722.703125 Penalty: 2605.946289
	Iteration 24Q: 3 clusters Score -157722.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157739.046875 Penalty: 2605.946289
	Iteration 25Q: 3 clusters Score -157739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157758.765625 Penalty: 2605.946289
	Iteration 26Q: 3 clusters Score -157758.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157791.046875 Penalty: 2605.946289
	Iteration 27Q: 3 clusters Score -157791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -157823.781250 Penalty: 2605.946289
	Iteration 28Q: 3 clusters Score -157823.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -157849.031250 Penalty: 2605.946289
	Iteration 29Q: 3 clusters Score -157849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -157867.578125 Penalty: 2605.946289
	Iteration 30Q: 3 clusters Score -157867.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -157887.609375 Penalty: 2605.946289
	Iteration 31Q: 3 clusters Score -157887.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -157905.265625 Penalty: 2605.946289
	Iteration 32Q: 3 clusters Score -157905.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -157920.343750 Penalty: 2605.946289
	Iteration 33Q: 3 clusters Score -157920.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -157934.078125 Penalty: 2605.946289
	Iteration 34Q: 3 clusters Score -157934.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -157947.250000 Penalty: 2605.946289
	Iteration 35Q: 3 clusters Score -157947.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -157958.421875 Penalty: 2605.946289
	Iteration 36Q: 3 clusters Score -157958.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -157974.218750 Penalty: 2605.946289
	Iteration 37Q: 3 clusters Score -157974.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -157984.312500 Penalty: 2605.946289
	Iteration 38Q: 3 clusters Score -157984.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -157990.625000 Penalty: 2605.946289
	Iteration 39Q: 3 clusters Score -157990.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -157994.125000 Penalty: 2605.946289
	Iteration 40F: 3 clusters Score -157994.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -157996.968750 Penalty: 2605.946289
	Iteration 41Q: 3 clusters Score -157997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -158002.500000 Penalty: 2605.946289
	Iteration 42Q: 3 clusters Score -158002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -158007.453125 Penalty: 2605.946289
	Iteration 43Q: 3 clusters Score -158007.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -158009.375000 Penalty: 2605.946289
	Iteration 44Q: 3 clusters Score -158009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -158010.156250 Penalty: 2605.946289
	Iteration 45Q: 3 clusters Score -158010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -158012.906250 Penalty: 2605.946289
	Iteration 46Q: 3 clusters Score -158012.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -158013.656250 Penalty: 2605.946289
	Iteration 47Q: 3 clusters Score -158013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -158016.265625 Penalty: 2605.946289
	Iteration 48Q: 3 clusters Score -158016.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -158016.281250 Penalty: 2605.946289
	Iteration 49Q: 3 clusters Score -158016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -158016.281250 Penalty: 2605.946289
	Iteration 50F: 3 clusters Score -158016.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Entering Unmasked Estep 
Score: -66510.351562 Penalty: 1170.915649
	Iteration 0F: 2 clusters Score -66510.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -64825.515625 Penalty: 2341.831299
	Iteration 0F: 3 clusters Score -64825.52 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -65129.281250 Penalty: 2341.831299
	Iteration 1F: 3 clusters Score -65129.28 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -65240.937500 Penalty: 2341.831299
	Iteration 2F: 3 clusters Score -65240.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -65313.281250 Penalty: 2341.831299
	Iteration 3F: 3 clusters Score -65313.28 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -65356.433594 Penalty: 2341.831299
	Iteration 4Q: 3 clusters Score -65356.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -65391.289062 Penalty: 2341.831299
	Iteration 5Q: 3 clusters Score -65391.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -65424.609375 Penalty: 2341.831299
	Iteration 6Q: 3 clusters Score -65424.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -65453.738281 Penalty: 2341.831299
	Iteration 7Q: 3 clusters Score -65453.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -65477.511719 Penalty: 2341.831299
	Iteration 8Q: 3 clusters Score -65477.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -65492.964844 Penalty: 2341.831299
	Iteration 9Q: 3 clusters Score -65492.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -65510.109375 Penalty: 2341.831299
	Iteration 10Q: 3 clusters Score -65510.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -65524.402344 Penalty: 2341.831299
	Iteration 11Q: 3 clusters Score -65524.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -65538.445312 Penalty: 2341.831299
	Iteration 12Q: 3 clusters Score -65538.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -65553.773438 Penalty: 2341.831299
	Iteration 13Q: 3 clusters Score -65553.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -65567.234375 Penalty: 2341.831299
	Iteration 14Q: 3 clusters Score -65567.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -65579.945312 Penalty: 2341.831299
	Iteration 15Q: 3 clusters Score -65579.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -65587.054688 Penalty: 2341.831299
	Iteration 16Q: 3 clusters Score -65587.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -65592.375000 Penalty: 2341.831299
	Iteration 17Q: 3 clusters Score -65592.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -65595.476562 Penalty: 2341.831299
	Iteration 18Q: 3 clusters Score -65595.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -65598.226562 Penalty: 2341.831299
	Iteration 19Q: 3 clusters Score -65598.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -65599.937500 Penalty: 2341.831299
	Iteration 20F: 3 clusters Score -65599.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -65601.851562 Penalty: 2341.831299
	Iteration 21Q: 3 clusters Score -65601.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -65604.703125 Penalty: 2341.831299
	Iteration 22Q: 3 clusters Score -65604.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -65608.179688 Penalty: 2341.831299
	Iteration 23Q: 3 clusters Score -65608.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -65612.742188 Penalty: 2341.831299
	Iteration 24Q: 3 clusters Score -65612.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -65615.835938 Penalty: 2341.831299
	Iteration 25Q: 3 clusters Score -65615.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -65619.781250 Penalty: 2341.831299
	Iteration 26Q: 3 clusters Score -65619.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -65625.281250 Penalty: 2341.831299
	Iteration 27Q: 3 clusters Score -65625.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -65627.937500 Penalty: 2341.831299
	Iteration 28Q: 3 clusters Score -65627.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -65631.117188 Penalty: 2341.831299
	Iteration 29Q: 3 clusters Score -65631.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -65633.578125 Penalty: 2341.831299
	Iteration 30Q: 3 clusters Score -65633.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -65636.429688 Penalty: 2341.831299
	Iteration 31Q: 3 clusters Score -65636.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -65638.070312 Penalty: 2341.831299
	Iteration 32Q: 3 clusters Score -65638.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -65639.312500 Penalty: 2341.831299
	Iteration 33Q: 3 clusters Score -65639.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -65640.164062 Penalty: 2341.831299
	Iteration 34Q: 3 clusters Score -65640.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -65641.265625 Penalty: 2341.831299
	Iteration 35Q: 3 clusters Score -65641.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -65641.265625 Penalty: 2341.831299
	Iteration 36F: 3 clusters Score -65641.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Entering Unmasked Estep 
Score: -2428366.250000 Penalty: 1748.814819
	Iteration 0F: 2 clusters Score -2428366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2396678.500000 Penalty: 3497.629639
	Iteration 0F: 3 clusters Score -2396678 nChanged 22271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -2409217.750000 Penalty: 3497.629639
	Iteration 1F: 3 clusters Score -2409218 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -2409820.250000 Penalty: 3497.629639
	Iteration 2Q: 3 clusters Score -2409820 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -2410625.250000 Penalty: 3497.629639
	Iteration 3Q: 3 clusters Score -2410625 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -2411922.500000 Penalty: 3497.629639
	Iteration 4F: 3 clusters Score -2411922 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -2414069.750000 Penalty: 3497.629639
	Iteration 5F: 3 clusters Score -2414070 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -2417108.750000 Penalty: 3497.629639
	Iteration 6F: 3 clusters Score -2417109 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -2420736.750000 Penalty: 3497.629639
	Iteration 7F: 3 clusters Score -2420737 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -2423747.250000 Penalty: 3497.629639
	Iteration 8F: 3 clusters Score -2423747 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -2425532.750000 Penalty: 3497.629639
	Iteration 9Q: 3 clusters Score -2425533 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -2426310.000000 Penalty: 3497.629639
	Iteration 10Q: 3 clusters Score -2426310 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -2426600.250000 Penalty: 3497.629639
	Iteration 11Q: 3 clusters Score -2426600 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -2426713.000000 Penalty: 3497.629639
	Iteration 12Q: 3 clusters Score -2426713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -2426773.250000 Penalty: 3497.629639
	Iteration 13Q: 3 clusters Score -2426773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -2426801.250000 Penalty: 3497.629639
	Iteration 14Q: 3 clusters Score -2426801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -2426821.500000 Penalty: 3497.629639
	Iteration 15Q: 3 clusters Score -2426822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -2426837.750000 Penalty: 3497.629639
	Iteration 16Q: 3 clusters Score -2426838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -2426852.500000 Penalty: 3497.629639
	Iteration 17Q: 3 clusters Score -2426852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -2426858.000000 Penalty: 3497.629639
	Iteration 18Q: 3 clusters Score -2426858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -2426859.000000 Penalty: 3497.629639
	Iteration 19Q: 3 clusters Score -2426859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -2426862.500000 Penalty: 3497.629639
	Iteration 20F: 3 clusters Score -2426862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -2426874.750000 Penalty: 3497.629639
	Iteration 21Q: 3 clusters Score -2426875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -2426878.500000 Penalty: 3497.629639
	Iteration 22Q: 3 clusters Score -2426878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -2426879.750000 Penalty: 3497.629639
	Iteration 23Q: 3 clusters Score -2426880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -2426879.750000 Penalty: 3497.629639
	Iteration 24F: 3 clusters Score -2426880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Entering Unmasked Estep 
Score: -126299.781250 Penalty: 1283.068848
	Iteration 0F: 2 clusters Score -126299.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -123781.265625 Penalty: 2566.137695
	Iteration 0F: 3 clusters Score -123781.3 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -124360.625000 Penalty: 2566.137695
	Iteration 1F: 3 clusters Score -124360.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -124508.226562 Penalty: 2566.137695
	Iteration 2F: 3 clusters Score -124508.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -124576.070312 Penalty: 2566.137695
	Iteration 3Q: 3 clusters Score -124576.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -124624.546875 Penalty: 2566.137695
	Iteration 4Q: 3 clusters Score -124624.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -124660.718750 Penalty: 2566.137695
	Iteration 5Q: 3 clusters Score -124660.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -124689.625000 Penalty: 2566.137695
	Iteration 6Q: 3 clusters Score -124689.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -124709.289062 Penalty: 2566.137695
	Iteration 7Q: 3 clusters Score -124709.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -124723.273438 Penalty: 2566.137695
	Iteration 8Q: 3 clusters Score -124723.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -124731.406250 Penalty: 2566.137695
	Iteration 9Q: 3 clusters Score -124731.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -124738.656250 Penalty: 2566.137695
	Iteration 10Q: 3 clusters Score -124738.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -124741.984375 Penalty: 2566.137695
	Iteration 11Q: 3 clusters Score -124742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -124743.914062 Penalty: 2566.137695
	Iteration 12Q: 3 clusters Score -124743.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -124745.390625 Penalty: 2566.137695
	Iteration 13Q: 3 clusters Score -124745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -124748.257812 Penalty: 2566.137695
	Iteration 14Q: 3 clusters Score -124748.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -124750.031250 Penalty: 2566.137695
	Iteration 15Q: 3 clusters Score -124750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -124751.242188 Penalty: 2566.137695
	Iteration 16Q: 3 clusters Score -124751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -124751.039062 Penalty: 2566.137695
	Iteration 17Q: 3 clusters Score -124751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -124751.039062 Penalty: 2566.137695
	Iteration 18F: 3 clusters Score -124751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -108393.210938 Penalty: 1264.638428
	Iteration 0F: 2 clusters Score -108393.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -106098.960938 Penalty: 2529.276855
	Iteration 0F: 3 clusters Score -106099 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -106653.359375 Penalty: 2529.276855
	Iteration 1F: 3 clusters Score -106653.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -106799.242188 Penalty: 2529.276855
	Iteration 2F: 3 clusters Score -106799.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -106887.046875 Penalty: 2529.276855
	Iteration 3F: 3 clusters Score -106887 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -106929.578125 Penalty: 2529.276855
	Iteration 4Q: 3 clusters Score -106929.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -106962.007812 Penalty: 2529.276855
	Iteration 5Q: 3 clusters Score -106962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -106992.953125 Penalty: 2529.276855
	Iteration 6Q: 3 clusters Score -106993 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -107018.335938 Penalty: 2529.276855
	Iteration 7Q: 3 clusters Score -107018.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -107036.656250 Penalty: 2529.276855
	Iteration 8Q: 3 clusters Score -107036.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -107049.960938 Penalty: 2529.276855
	Iteration 9Q: 3 clusters Score -107050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -107061.023438 Penalty: 2529.276855
	Iteration 10Q: 3 clusters Score -107061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -107072.015625 Penalty: 2529.276855
	Iteration 11Q: 3 clusters Score -107072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -107083.179688 Penalty: 2529.276855
	Iteration 12Q: 3 clusters Score -107083.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -107088.968750 Penalty: 2529.276855
	Iteration 13Q: 3 clusters Score -107089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -107096.804688 Penalty: 2529.276855
	Iteration 14Q: 3 clusters Score -107096.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -107101.609375 Penalty: 2529.276855
	Iteration 15Q: 3 clusters Score -107101.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -107106.140625 Penalty: 2529.276855
	Iteration 16Q: 3 clusters Score -107106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -107111.117188 Penalty: 2529.276855
	Iteration 17Q: 3 clusters Score -107111.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -107116.953125 Penalty: 2529.276855
	Iteration 18Q: 3 clusters Score -107117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -107123.023438 Penalty: 2529.276855
	Iteration 19Q: 3 clusters Score -107123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -107125.820312 Penalty: 2529.276855
	Iteration 20F: 3 clusters Score -107125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -107128.312500 Penalty: 2529.276855
	Iteration 21Q: 3 clusters Score -107128.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -107132.601562 Penalty: 2529.276855
	Iteration 22Q: 3 clusters Score -107132.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -107135.632812 Penalty: 2529.276855
	Iteration 23Q: 3 clusters Score -107135.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -107138.210938 Penalty: 2529.276855
	Iteration 24Q: 3 clusters Score -107138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -107140.093750 Penalty: 2529.276855
	Iteration 25Q: 3 clusters Score -107140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -107142.882812 Penalty: 2529.276855
	Iteration 26Q: 3 clusters Score -107142.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -107145.015625 Penalty: 2529.276855
	Iteration 27Q: 3 clusters Score -107145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -107146.476562 Penalty: 2529.276855
	Iteration 28Q: 3 clusters Score -107146.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -107150.515625 Penalty: 2529.276855
	Iteration 29Q: 3 clusters Score -107150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -107155.859375 Penalty: 2529.276855
	Iteration 30Q: 3 clusters Score -107155.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -107162.007812 Penalty: 2529.276855
	Iteration 31Q: 3 clusters Score -107162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -107167.515625 Penalty: 2529.276855
	Iteration 32Q: 3 clusters Score -107167.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -107172.828125 Penalty: 2529.276855
	Iteration 33Q: 3 clusters Score -107172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -107177.335938 Penalty: 2529.276855
	Iteration 34Q: 3 clusters Score -107177.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -107182.015625 Penalty: 2529.276855
	Iteration 35Q: 3 clusters Score -107182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -107188.929688 Penalty: 2529.276855
	Iteration 36Q: 3 clusters Score -107188.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -107194.500000 Penalty: 2529.276855
	Iteration 37Q: 3 clusters Score -107194.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -107201.921875 Penalty: 2529.276855
	Iteration 38Q: 3 clusters Score -107201.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -107212.507812 Penalty: 2529.276855
	Iteration 39Q: 3 clusters Score -107212.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -107220.828125 Penalty: 2529.276855
	Iteration 40F: 3 clusters Score -107220.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -107226.289062 Penalty: 2529.276855
	Iteration 41Q: 3 clusters Score -107226.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -107237.734375 Penalty: 2529.276855
	Iteration 42Q: 3 clusters Score -107237.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -107248.054688 Penalty: 2529.276855
	Iteration 43Q: 3 clusters Score -107248.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -107260.757812 Penalty: 2529.276855
	Iteration 44Q: 3 clusters Score -107260.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -107280.390625 Penalty: 2529.276855
	Iteration 45Q: 3 clusters Score -107280.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -107299.992188 Penalty: 2529.276855
	Iteration 46Q: 3 clusters Score -107300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -107316.976562 Penalty: 2529.276855
	Iteration 47Q: 3 clusters Score -107317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -107342.304688 Penalty: 2529.276855
	Iteration 48Q: 3 clusters Score -107342.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -107378.617188 Penalty: 2529.276855
	Iteration 49Q: 3 clusters Score -107378.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -107410.960938 Penalty: 2529.276855
	Iteration 50Q: 3 clusters Score -107411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -107455.054688 Penalty: 2529.276855
	Iteration 51Q: 3 clusters Score -107455.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -107543.968750 Penalty: 2529.276855
	Iteration 52Q: 3 clusters Score -107544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -107685.875000 Penalty: 2529.276855
	Iteration 53Q: 3 clusters Score -107685.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -107810.859375 Penalty: 2529.276855
	Iteration 54Q: 3 clusters Score -107810.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -107851.265625 Penalty: 2529.276855
	Iteration 55Q: 3 clusters Score -107851.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -107867.484375 Penalty: 2529.276855
	Iteration 56Q: 3 clusters Score -107867.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -107874.953125 Penalty: 2529.276855
	Iteration 57Q: 3 clusters Score -107875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -107878.406250 Penalty: 2529.276855
	Iteration 58Q: 3 clusters Score -107878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -107881.312500 Penalty: 2529.276855
	Iteration 59Q: 3 clusters Score -107881.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -107885.093750 Penalty: 2529.276855
	Iteration 60F: 3 clusters Score -107885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -107887.812500 Penalty: 2529.276855
	Iteration 61Q: 3 clusters Score -107887.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -107891.132812 Penalty: 2529.276855
	Iteration 62Q: 3 clusters Score -107891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -107894.218750 Penalty: 2529.276855
	Iteration 63Q: 3 clusters Score -107894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -107899.875000 Penalty: 2529.276855
	Iteration 64Q: 3 clusters Score -107899.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -107906.312500 Penalty: 2529.276855
	Iteration 65Q: 3 clusters Score -107906.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -107913.601562 Penalty: 2529.276855
	Iteration 66Q: 3 clusters Score -107913.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -107922.781250 Penalty: 2529.276855
	Iteration 67Q: 3 clusters Score -107922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -107932.085938 Penalty: 2529.276855
	Iteration 68Q: 3 clusters Score -107932.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -107937.632812 Penalty: 2529.276855
	Iteration 69Q: 3 clusters Score -107937.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -107946.132812 Penalty: 2529.276855
	Iteration 70Q: 3 clusters Score -107946.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -107956.296875 Penalty: 2529.276855
	Iteration 71Q: 3 clusters Score -107956.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -107970.078125 Penalty: 2529.276855
	Iteration 72Q: 3 clusters Score -107970.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -107987.812500 Penalty: 2529.276855
	Iteration 73Q: 3 clusters Score -107987.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -108009.742188 Penalty: 2529.276855
	Iteration 74Q: 3 clusters Score -108009.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -108023.210938 Penalty: 2529.276855
	Iteration 75Q: 3 clusters Score -108023.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -108034.375000 Penalty: 2529.276855
	Iteration 76Q: 3 clusters Score -108034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -108042.195312 Penalty: 2529.276855
	Iteration 77Q: 3 clusters Score -108042.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -108047.382812 Penalty: 2529.276855
	Iteration 78Q: 3 clusters Score -108047.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -108052.734375 Penalty: 2529.276855
	Iteration 79Q: 3 clusters Score -108052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -108058.812500 Penalty: 2529.276855
	Iteration 80F: 3 clusters Score -108058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -108065.820312 Penalty: 2529.276855
	Iteration 81Q: 3 clusters Score -108065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -108081.085938 Penalty: 2529.276855
	Iteration 82Q: 3 clusters Score -108081.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -108091.703125 Penalty: 2529.276855
	Iteration 83Q: 3 clusters Score -108091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -108094.632812 Penalty: 2529.276855
	Iteration 84Q: 3 clusters Score -108094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -108099.984375 Penalty: 2529.276855
	Iteration 85Q: 3 clusters Score -108100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -108105.656250 Penalty: 2529.276855
	Iteration 86Q: 3 clusters Score -108105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -108109.515625 Penalty: 2529.276855
	Iteration 87Q: 3 clusters Score -108109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -108111.843750 Penalty: 2529.276855
	Iteration 88Q: 3 clusters Score -108111.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -108111.843750 Penalty: 2529.276855
	Iteration 89F: 3 clusters Score -108111.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -210735.875000 Penalty: 1371.164307
	Iteration 0F: 2 clusters Score -210735.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -207027.718750 Penalty: 2742.328613
	Iteration 0F: 3 clusters Score -207027.7 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -208091.890625 Penalty: 2742.328613
	Iteration 1F: 3 clusters Score -208091.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -208339.671875 Penalty: 2742.328613
	Iteration 2F: 3 clusters Score -208339.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -208506.718750 Penalty: 2742.328613
	Iteration 3F: 3 clusters Score -208506.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -208654.890625 Penalty: 2742.328613
	Iteration 4Q: 3 clusters Score -208654.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -208791.937500 Penalty: 2742.328613
	Iteration 5Q: 3 clusters Score -208791.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -208892.906250 Penalty: 2742.328613
	Iteration 6Q: 3 clusters Score -208892.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -208981.781250 Penalty: 2742.328613
	Iteration 7Q: 3 clusters Score -208981.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -209069.765625 Penalty: 2742.328613
	Iteration 8Q: 3 clusters Score -209069.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -209129.015625 Penalty: 2742.328613
	Iteration 9Q: 3 clusters Score -209129 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -209176.953125 Penalty: 2742.328613
	Iteration 10Q: 3 clusters Score -209177 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -209224.984375 Penalty: 2742.328613
	Iteration 11Q: 3 clusters Score -209225 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -209260.312500 Penalty: 2742.328613
	Iteration 12Q: 3 clusters Score -209260.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -209289.984375 Penalty: 2742.328613
	Iteration 13Q: 3 clusters Score -209290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -209309.703125 Penalty: 2742.328613
	Iteration 14Q: 3 clusters Score -209309.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -209329.250000 Penalty: 2742.328613
	Iteration 15Q: 3 clusters Score -209329.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -209341.015625 Penalty: 2742.328613
	Iteration 16Q: 3 clusters Score -209341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -209349.203125 Penalty: 2742.328613
	Iteration 17Q: 3 clusters Score -209349.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -209357.359375 Penalty: 2742.328613
	Iteration 18Q: 3 clusters Score -209357.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -209366.218750 Penalty: 2742.328613
	Iteration 19Q: 3 clusters Score -209366.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -209372.328125 Penalty: 2742.328613
	Iteration 20F: 3 clusters Score -209372.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -209379.046875 Penalty: 2742.328613
	Iteration 21Q: 3 clusters Score -209379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -209387.625000 Penalty: 2742.328613
	Iteration 22Q: 3 clusters Score -209387.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -209403.578125 Penalty: 2742.328613
	Iteration 23Q: 3 clusters Score -209403.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -209418.406250 Penalty: 2742.328613
	Iteration 24Q: 3 clusters Score -209418.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -209430.078125 Penalty: 2742.328613
	Iteration 25Q: 3 clusters Score -209430.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -209438.250000 Penalty: 2742.328613
	Iteration 26Q: 3 clusters Score -209438.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -209447.421875 Penalty: 2742.328613
	Iteration 27Q: 3 clusters Score -209447.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -209458.703125 Penalty: 2742.328613
	Iteration 28Q: 3 clusters Score -209458.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -209471.515625 Penalty: 2742.328613
	Iteration 29Q: 3 clusters Score -209471.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -209483.796875 Penalty: 2742.328613
	Iteration 30Q: 3 clusters Score -209483.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -209495.234375 Penalty: 2742.328613
	Iteration 31Q: 3 clusters Score -209495.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -209502.531250 Penalty: 2742.328613
	Iteration 32Q: 3 clusters Score -209502.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -209510.281250 Penalty: 2742.328613
	Iteration 33Q: 3 clusters Score -209510.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -209515.296875 Penalty: 2742.328613
	Iteration 34Q: 3 clusters Score -209515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -209517.906250 Penalty: 2742.328613
	Iteration 35Q: 3 clusters Score -209517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -209520.218750 Penalty: 2742.328613
	Iteration 36Q: 3 clusters Score -209520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -209522.234375 Penalty: 2742.328613
	Iteration 37Q: 3 clusters Score -209522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -209525.265625 Penalty: 2742.328613
	Iteration 38Q: 3 clusters Score -209525.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -209527.031250 Penalty: 2742.328613
	Iteration 39Q: 3 clusters Score -209527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -209530.968750 Penalty: 2742.328613
	Iteration 40F: 3 clusters Score -209531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -209538.046875 Penalty: 2742.328613
	Iteration 41Q: 3 clusters Score -209538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -209545.000000 Penalty: 2742.328613
	Iteration 42Q: 3 clusters Score -209545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -209552.906250 Penalty: 2742.328613
	Iteration 43Q: 3 clusters Score -209552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -209560.250000 Penalty: 2742.328613
	Iteration 44Q: 3 clusters Score -209560.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -209562.703125 Penalty: 2742.328613
	Iteration 45Q: 3 clusters Score -209562.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -209566.109375 Penalty: 2742.328613
	Iteration 46Q: 3 clusters Score -209566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -209568.750000 Penalty: 2742.328613
	Iteration 47Q: 3 clusters Score -209568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -209570.906250 Penalty: 2742.328613
	Iteration 48Q: 3 clusters Score -209570.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -209572.562500 Penalty: 2742.328613
	Iteration 49Q: 3 clusters Score -209572.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -209574.203125 Penalty: 2742.328613
	Iteration 50Q: 3 clusters Score -209574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -209574.968750 Penalty: 2742.328613
	Iteration 51Q: 3 clusters Score -209575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -209575.484375 Penalty: 2742.328613
	Iteration 52Q: 3 clusters Score -209575.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -209575.984375 Penalty: 2742.328613
	Iteration 53Q: 3 clusters Score -209576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -209576.359375 Penalty: 2742.328613
	Iteration 54Q: 3 clusters Score -209576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -209577.000000 Penalty: 2742.328613
	Iteration 55Q: 3 clusters Score -209577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -209577.578125 Penalty: 2742.328613
	Iteration 56Q: 3 clusters Score -209577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -209577.890625 Penalty: 2742.328613
	Iteration 57Q: 3 clusters Score -209577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -209578.781250 Penalty: 2742.328613
	Iteration 58Q: 3 clusters Score -209578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -209579.125000 Penalty: 2742.328613
	Iteration 59Q: 3 clusters Score -209579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -209579.125000 Penalty: 2742.328613
	Iteration 60F: 3 clusters Score -209579.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Entering Unmasked Estep 
Score: -210235.031250 Penalty: 1391.196533
	Iteration 0F: 2 clusters Score -210235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -206038.500000 Penalty: 2782.393066
	Iteration 0F: 3 clusters Score -206038.5 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -207304.843750 Penalty: 2782.393066
	Iteration 1F: 3 clusters Score -207304.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -207601.421875 Penalty: 2782.393066
	Iteration 2F: 3 clusters Score -207601.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -207857.765625 Penalty: 2782.393066
	Iteration 3F: 3 clusters Score -207857.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -208089.500000 Penalty: 2782.393066
	Iteration 4F: 3 clusters Score -208089.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -208297.703125 Penalty: 2782.393066
	Iteration 5F: 3 clusters Score -208297.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -208459.546875 Penalty: 2782.393066
	Iteration 6Q: 3 clusters Score -208459.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -208590.343750 Penalty: 2782.393066
	Iteration 7Q: 3 clusters Score -208590.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -208685.750000 Penalty: 2782.393066
	Iteration 8Q: 3 clusters Score -208685.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -208763.984375 Penalty: 2782.393066
	Iteration 9Q: 3 clusters Score -208764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -208810.015625 Penalty: 2782.393066
	Iteration 10Q: 3 clusters Score -208810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -208839.593750 Penalty: 2782.393066
	Iteration 11Q: 3 clusters Score -208839.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -208864.140625 Penalty: 2782.393066
	Iteration 12Q: 3 clusters Score -208864.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -208890.781250 Penalty: 2782.393066
	Iteration 13Q: 3 clusters Score -208890.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -208914.625000 Penalty: 2782.393066
	Iteration 14Q: 3 clusters Score -208914.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -208943.171875 Penalty: 2782.393066
	Iteration 15Q: 3 clusters Score -208943.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -208968.562500 Penalty: 2782.393066
	Iteration 16Q: 3 clusters Score -208968.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -208993.156250 Penalty: 2782.393066
	Iteration 17Q: 3 clusters Score -208993.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -209016.218750 Penalty: 2782.393066
	Iteration 18Q: 3 clusters Score -209016.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -209038.921875 Penalty: 2782.393066
	Iteration 19Q: 3 clusters Score -209038.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -209057.078125 Penalty: 2782.393066
	Iteration 20F: 3 clusters Score -209057.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -209071.656250 Penalty: 2782.393066
	Iteration 21Q: 3 clusters Score -209071.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -209091.046875 Penalty: 2782.393066
	Iteration 22Q: 3 clusters Score -209091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -209114.671875 Penalty: 2782.393066
	Iteration 23Q: 3 clusters Score -209114.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -209132.718750 Penalty: 2782.393066
	Iteration 24Q: 3 clusters Score -209132.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -209150.796875 Penalty: 2782.393066
	Iteration 25Q: 3 clusters Score -209150.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -209161.812500 Penalty: 2782.393066
	Iteration 26Q: 3 clusters Score -209161.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -209169.125000 Penalty: 2782.393066
	Iteration 27Q: 3 clusters Score -209169.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -209178.921875 Penalty: 2782.393066
	Iteration 28Q: 3 clusters Score -209178.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -209188.843750 Penalty: 2782.393066
	Iteration 29Q: 3 clusters Score -209188.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -209196.062500 Penalty: 2782.393066
	Iteration 30Q: 3 clusters Score -209196.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -209206.625000 Penalty: 2782.393066
	Iteration 31Q: 3 clusters Score -209206.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -209220.093750 Penalty: 2782.393066
	Iteration 32Q: 3 clusters Score -209220.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -209230.671875 Penalty: 2782.393066
	Iteration 33Q: 3 clusters Score -209230.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -209240.437500 Penalty: 2782.393066
	Iteration 34Q: 3 clusters Score -209240.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -209248.296875 Penalty: 2782.393066
	Iteration 35Q: 3 clusters Score -209248.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -209255.593750 Penalty: 2782.393066
	Iteration 36Q: 3 clusters Score -209255.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -209258.250000 Penalty: 2782.393066
	Iteration 37Q: 3 clusters Score -209258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -209262.156250 Penalty: 2782.393066
	Iteration 38Q: 3 clusters Score -209262.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -209265.296875 Penalty: 2782.393066
	Iteration 39Q: 3 clusters Score -209265.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -209268.109375 Penalty: 2782.393066
	Iteration 40F: 3 clusters Score -209268.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -209269.625000 Penalty: 2782.393066
	Iteration 41Q: 3 clusters Score -209269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -209271.828125 Penalty: 2782.393066
	Iteration 42Q: 3 clusters Score -209271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -209272.171875 Penalty: 2782.393066
	Iteration 43Q: 3 clusters Score -209272.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -209272.171875 Penalty: 2782.393066
	Iteration 44F: 3 clusters Score -209272.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Entering Unmasked Estep 
Score: -1145076.125000 Penalty: 1626.201904
	Iteration 0F: 2 clusters Score -1145076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1130060.500000 Penalty: 3252.403809
	Iteration 0F: 3 clusters Score -1130060 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1135655.375000 Penalty: 3252.403809
	Iteration 1F: 3 clusters Score -1135655 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1136082.375000 Penalty: 3252.403809
	Iteration 2Q: 3 clusters Score -1136082 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1136618.375000 Penalty: 3252.403809
	Iteration 3F: 3 clusters Score -1136618 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1137398.250000 Penalty: 3252.403809
	Iteration 4F: 3 clusters Score -1137398 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1138446.125000 Penalty: 3252.403809
	Iteration 5F: 3 clusters Score -1138446 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1139748.875000 Penalty: 3252.403809
	Iteration 6F: 3 clusters Score -1139749 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1141009.625000 Penalty: 3252.403809
	Iteration 7F: 3 clusters Score -1141010 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1142039.125000 Penalty: 3252.403809
	Iteration 8Q: 3 clusters Score -1142039 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1142725.750000 Penalty: 3252.403809
	Iteration 9Q: 3 clusters Score -1142726 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1143070.750000 Penalty: 3252.403809
	Iteration 10Q: 3 clusters Score -1143071 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1143257.500000 Penalty: 3252.403809
	Iteration 11Q: 3 clusters Score -1143258 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1143376.875000 Penalty: 3252.403809
	Iteration 12Q: 3 clusters Score -1143377 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1143460.750000 Penalty: 3252.403809
	Iteration 13Q: 3 clusters Score -1143461 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1143531.375000 Penalty: 3252.403809
	Iteration 14Q: 3 clusters Score -1143531 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1143570.875000 Penalty: 3252.403809
	Iteration 15Q: 3 clusters Score -1143571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1143599.000000 Penalty: 3252.403809
	Iteration 16Q: 3 clusters Score -1143599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1143625.125000 Penalty: 3252.403809
	Iteration 17Q: 3 clusters Score -1143625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1143640.500000 Penalty: 3252.403809
	Iteration 18Q: 3 clusters Score -1143640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1143650.500000 Penalty: 3252.403809
	Iteration 19Q: 3 clusters Score -1143650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1143658.750000 Penalty: 3252.403809
	Iteration 20F: 3 clusters Score -1143659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1143665.125000 Penalty: 3252.403809
	Iteration 21Q: 3 clusters Score -1143665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1143675.375000 Penalty: 3252.403809
	Iteration 22Q: 3 clusters Score -1143675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1143683.375000 Penalty: 3252.403809
	Iteration 23Q: 3 clusters Score -1143683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1143689.625000 Penalty: 3252.403809
	Iteration 24Q: 3 clusters Score -1143690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1143693.000000 Penalty: 3252.403809
	Iteration 25Q: 3 clusters Score -1143693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1143702.500000 Penalty: 3252.403809
	Iteration 26Q: 3 clusters Score -1143702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1143705.750000 Penalty: 3252.403809
	Iteration 27Q: 3 clusters Score -1143706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1143710.125000 Penalty: 3252.403809
	Iteration 28Q: 3 clusters Score -1143710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1143710.750000 Penalty: 3252.403809
	Iteration 29Q: 3 clusters Score -1143711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1143712.000000 Penalty: 3252.403809
	Iteration 30Q: 3 clusters Score -1143712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1143712.375000 Penalty: 3252.403809
	Iteration 31Q: 3 clusters Score -1143712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1143712.750000 Penalty: 3252.403809
	Iteration 32Q: 3 clusters Score -1143713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1143714.500000 Penalty: 3252.403809
	Iteration 33Q: 3 clusters Score -1143714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1143716.250000 Penalty: 3252.403809
	Iteration 34Q: 3 clusters Score -1143716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1143718.125000 Penalty: 3252.403809
	Iteration 35Q: 3 clusters Score -1143718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1143721.125000 Penalty: 3252.403809
	Iteration 36Q: 3 clusters Score -1143721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1143721.375000 Penalty: 3252.403809
	Iteration 37Q: 3 clusters Score -1143721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1143723.375000 Penalty: 3252.403809
	Iteration 38Q: 3 clusters Score -1143723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1143725.500000 Penalty: 3252.403809
	Iteration 39Q: 3 clusters Score -1143726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1143725.000000 Penalty: 3252.403809
	Iteration 40F: 3 clusters Score -1143725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1143726.375000 Penalty: 3252.403809
	Iteration 41Q: 3 clusters Score -1143726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1143726.000000 Penalty: 3252.403809
	Iteration 42Q: 3 clusters Score -1143726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1143726.000000 Penalty: 3252.403809
	Iteration 43Q: 3 clusters Score -1143726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1143726.375000 Penalty: 3252.403809
	Iteration 44Q: 3 clusters Score -1143726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1143726.375000 Penalty: 3252.403809
	Iteration 45Q: 3 clusters Score -1143726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1143726.375000 Penalty: 3252.403809
	Iteration 46F: 3 clusters Score -1143726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 12350 members 
Mstep: Class 3 contains 28684 members 
Mstep: Class 4 contains 11153 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 12391 members 
Mstep: Class 8 contains 296091 members 
Mstep: Class 9 contains 99727 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 3036 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 47190 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 2398 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 5225 members 
Mstep: Class 20 contains 22190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191450.000000 Penalty: 43161.070312
Iteration 79Q: 21 clusters Score -2.819145e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 12345 members 
Mstep: Class 3 contains 28676 members 
Mstep: Class 4 contains 11118 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 7965 members 
Mstep: Class 7 contains 12422 members 
Mstep: Class 8 contains 296579 members 
Mstep: Class 9 contains 99622 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3405 members 
Mstep: Class 13 contains 3024 members 
Mstep: Class 14 contains 1347 members 
Mstep: Class 15 contains 46855 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 2399 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 5220 members 
Mstep: Class 20 contains 22228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191558.000000 Penalty: 43161.070312
Iteration 80F: 21 clusters Score -2.819156e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 12335 members 
Mstep: Class 3 contains 28667 members 
Mstep: Class 4 contains 11074 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 8063 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 297057 members 
Mstep: Class 9 contains 99536 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3405 members 
Mstep: Class 13 contains 3007 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 46525 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 5216 members 
Mstep: Class 20 contains 22268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191558.000000 Penalty: 43161.070312
Iteration 81Q: 21 clusters Score -2.819156e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 12329 members 
Mstep: Class 3 contains 28650 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 8143 members 
Mstep: Class 7 contains 12461 members 
Mstep: Class 8 contains 297541 members 
Mstep: Class 9 contains 99448 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 1355 members 
Mstep: Class 15 contains 46174 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 4663 members 
Mstep: Class 19 contains 5215 members 
Mstep: Class 20 contains 22319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191704.000000 Penalty: 43161.070312
Iteration 82Q: 21 clusters Score -2.81917e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 12321 members 
Mstep: Class 3 contains 28633 members 
Mstep: Class 4 contains 10968 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 8218 members 
Mstep: Class 7 contains 12480 members 
Mstep: Class 8 contains 298008 members 
Mstep: Class 9 contains 99376 members 
Mstep: Class 10 contains 1475 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3404 members 
Mstep: Class 13 contains 2987 members 
Mstep: Class 14 contains 1356 members 
Mstep: Class 15 contains 45829 members 
Mstep: Class 16 contains 2683 members 
Mstep: Class 17 contains 2402 members 
Mstep: Class 18 contains 4681 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 22374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191842.000000 Penalty: 43161.070312
Iteration 83Q: 21 clusters Score -2.819184e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 12319 members 
Mstep: Class 3 contains 28612 members 
Mstep: Class 4 contains 10920 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 8288 members 
Mstep: Class 7 contains 12493 members 
Mstep: Class 8 contains 298452 members 
Mstep: Class 9 contains 99324 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 2978 members 
Mstep: Class 14 contains 1358 members 
Mstep: Class 15 contains 45481 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2407 members 
Mstep: Class 18 contains 4704 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 22438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191800.000000 Penalty: 43161.070312
Iteration 84Q: 21 clusters Score -2.81918e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 12318 members 
Mstep: Class 3 contains 28597 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 5 contains 2166 members 
Mstep: Class 6 contains 8358 members 
Mstep: Class 7 contains 12500 members 
Mstep: Class 8 contains 298939 members 
Mstep: Class 9 contains 99256 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3411 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 45103 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 18 contains 4723 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 22497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191816.000000 Penalty: 43161.070312
Iteration 85Q: 21 clusters Score -2.819182e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 12311 members 
Mstep: Class 3 contains 28595 members 
Mstep: Class 4 contains 10834 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 8427 members 
Mstep: Class 7 contains 12507 members 
Mstep: Class 8 contains 299419 members 
Mstep: Class 9 contains 99179 members 
Mstep: Class 10 contains 1478 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 2955 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 44737 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 17 contains 2416 members 
Mstep: Class 18 contains 4742 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 22537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191932.000000 Penalty: 43161.070312
Iteration 86Q: 21 clusters Score -2.819193e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 12301 members 
Mstep: Class 3 contains 28584 members 
Mstep: Class 4 contains 10802 members 
Mstep: Class 5 contains 2138 members 
Mstep: Class 6 contains 8474 members 
Mstep: Class 7 contains 12517 members 
Mstep: Class 8 contains 299865 members 
Mstep: Class 9 contains 99120 members 
Mstep: Class 10 contains 1474 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3418 members 
Mstep: Class 13 contains 2945 members 
Mstep: Class 14 contains 1367 members 
Mstep: Class 15 contains 44384 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2419 members 
Mstep: Class 18 contains 4761 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 22581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191942.000000 Penalty: 43161.070312
Iteration 87Q: 21 clusters Score -2.819194e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 12297 members 
Mstep: Class 3 contains 28561 members 
Mstep: Class 4 contains 10776 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 8520 members 
Mstep: Class 7 contains 12537 members 
Mstep: Class 8 contains 300298 members 
Mstep: Class 9 contains 99051 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3422 members 
Mstep: Class 13 contains 2931 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 15 contains 44051 members 
Mstep: Class 16 contains 2683 members 
Mstep: Class 17 contains 2422 members 
Mstep: Class 18 contains 4780 members 
Mstep: Class 19 contains 5222 members 
Mstep: Class 20 contains 22612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192062.000000 Penalty: 43161.070312
Iteration 88Q: 21 clusters Score -2.819206e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 12295 members 
Mstep: Class 3 contains 28539 members 
Mstep: Class 4 contains 10752 members 
Mstep: Class 5 contains 2121 members 
Mstep: Class 6 contains 8561 members 
Mstep: Class 7 contains 12546 members 
Mstep: Class 8 contains 300726 members 
Mstep: Class 9 contains 98991 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3428 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 43720 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 18 contains 4797 members 
Mstep: Class 19 contains 5230 members 
Mstep: Class 20 contains 22642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191996.000000 Penalty: 43161.070312
Iteration 89Q: 21 clusters Score -2.8192e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 12295 members 
Mstep: Class 3 contains 28520 members 
Mstep: Class 4 contains 10723 members 
Mstep: Class 5 contains 2116 members 
Mstep: Class 6 contains 8596 members 
Mstep: Class 7 contains 12560 members 
Mstep: Class 8 contains 301152 members 
Mstep: Class 9 contains 98975 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3432 members 
Mstep: Class 13 contains 2910 members 
Mstep: Class 14 contains 1378 members 
Mstep: Class 15 contains 43355 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 2423 members 
Mstep: Class 18 contains 4809 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 22685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192048.000000 Penalty: 43161.070312
Iteration 90Q: 21 clusters Score -2.819205e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 12291 members 
Mstep: Class 3 contains 28511 members 
Mstep: Class 4 contains 10686 members 
Mstep: Class 5 contains 2108 members 
Mstep: Class 6 contains 8634 members 
Mstep: Class 7 contains 12572 members 
Mstep: Class 8 contains 301575 members 
Mstep: Class 9 contains 98945 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 3436 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 14 contains 1380 members 
Mstep: Class 15 contains 43008 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 4817 members 
Mstep: Class 19 contains 5231 members 
Mstep: Class 20 contains 22725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192150.000000 Penalty: 43161.070312
Iteration 91Q: 21 clusters Score -2.819215e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 12285 members 
Mstep: Class 3 contains 28506 members 
Mstep: Class 4 contains 10656 members 
Mstep: Class 5 contains 2100 members 
Mstep: Class 6 contains 8674 members 
Mstep: Class 7 contains 12585 members 
Mstep: Class 8 contains 301967 members 
Mstep: Class 9 contains 98932 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 1384 members 
Mstep: Class 15 contains 42680 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 4827 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 22761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192194.000000 Penalty: 43161.070312
Iteration 92Q: 21 clusters Score -2.819219e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 12279 members 
Mstep: Class 3 contains 28502 members 
Mstep: Class 4 contains 10620 members 
Mstep: Class 5 contains 2096 members 
Mstep: Class 6 contains 8715 members 
Mstep: Class 7 contains 12594 members 
Mstep: Class 8 contains 302328 members 
Mstep: Class 9 contains 98920 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 14 contains 1390 members 
Mstep: Class 15 contains 42386 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 4835 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 22812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192136.000000 Penalty: 43161.070312
Iteration 93Q: 21 clusters Score -2.819214e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 12281 members 
Mstep: Class 3 contains 28502 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 2089 members 
Mstep: Class 6 contains 8760 members 
Mstep: Class 7 contains 12600 members 
Mstep: Class 8 contains 302689 members 
Mstep: Class 9 contains 98905 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3446 members 
Mstep: Class 13 contains 2900 members 
Mstep: Class 14 contains 1391 members 
Mstep: Class 15 contains 42095 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 4838 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 22853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192184.000000 Penalty: 43161.070312
Iteration 94Q: 21 clusters Score -2.819218e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 12290 members 
Mstep: Class 3 contains 28496 members 
Mstep: Class 4 contains 10556 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 8802 members 
Mstep: Class 7 contains 12592 members 
Mstep: Class 8 contains 303073 members 
Mstep: Class 9 contains 98888 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 2899 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 41806 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 4842 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 22890 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 21 clusters Score -2.819224e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 12279 members 
Mstep: Class 3 contains 28489 members 
Mstep: Class 4 contains 10533 members 
Mstep: Class 5 contains 2080 members 
Mstep: Class 6 contains 8855 members 
Mstep: Class 7 contains 12590 members 
Mstep: Class 8 contains 303425 members 
Mstep: Class 9 contains 98882 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 41545 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 2425 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 22916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192274.000000 Penalty: 43161.070312
Iteration 96Q: 21 clusters Score -2.819227e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 12270 members 
Mstep: Class 3 contains 28477 members 
Mstep: Class 4 contains 10508 members 
Mstep: Class 5 contains 2075 members 
Mstep: Class 6 contains 8899 members 
Mstep: Class 7 contains 12582 members 
Mstep: Class 8 contains 303806 members 
Mstep: Class 9 contains 98867 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 2883 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 41268 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 2426 members 
Mstep: Class 18 contains 4852 members 
Mstep: Class 19 contains 5236 members 
Mstep: Class 20 contains 22947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192386.000000 Penalty: 43161.070312
Iteration 97Q: 21 clusters Score -2.819239e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 12264 members 
Mstep: Class 3 contains 28466 members 
Mstep: Class 4 contains 10481 members 
Mstep: Class 5 contains 2070 members 
Mstep: Class 6 contains 8947 members 
Mstep: Class 7 contains 12580 members 
Mstep: Class 8 contains 304215 members 
Mstep: Class 9 contains 98825 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 2873 members 
Mstep: Class 14 contains 1397 members 
Mstep: Class 15 contains 40975 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 2428 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 5241 members 
Mstep: Class 20 contains 22966 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 21 clusters Score -2.819238e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 12253 members 
Mstep: Class 3 contains 28447 members 
Mstep: Class 4 contains 10457 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 6 contains 8993 members 
Mstep: Class 7 contains 12576 members 
Mstep: Class 8 contains 304604 members 
Mstep: Class 9 contains 98780 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 40705 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 2433 members 
Mstep: Class 18 contains 4870 members 
Mstep: Class 19 contains 5241 members 
Mstep: Class 20 contains 22995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192490.000000 Penalty: 43161.070312
Iteration 99Q: 21 clusters Score -2.819249e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 12260 members 
Mstep: Class 3 contains 28422 members 
Mstep: Class 4 contains 10431 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 9039 members 
Mstep: Class 7 contains 12576 members 
Mstep: Class 8 contains 304935 members 
Mstep: Class 9 contains 98766 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 1399 members 
Mstep: Class 15 contains 40446 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 2436 members 
Mstep: Class 18 contains 4880 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 23037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192584.000000 Penalty: 43161.070312
Iteration 100F: 21 clusters Score -2.819258e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 12253 members 
Mstep: Class 3 contains 28403 members 
Mstep: Class 4 contains 10403 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 9086 members 
Mstep: Class 7 contains 12578 members 
Mstep: Class 8 contains 305257 members 
Mstep: Class 9 contains 98761 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 1400 members 
Mstep: Class 15 contains 40201 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 2440 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 23076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192498.000000 Penalty: 43161.070312
Iteration 101Q: 21 clusters Score -2.81925e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 12253 members 
Mstep: Class 3 contains 28388 members 
Mstep: Class 4 contains 10380 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 9125 members 
Mstep: Class 7 contains 12579 members 
Mstep: Class 8 contains 305518 members 
Mstep: Class 9 contains 98768 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 15 contains 39968 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 2445 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 5231 members 
Mstep: Class 20 contains 23126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192504.000000 Penalty: 43161.070312
Iteration 102Q: 21 clusters Score -2.81925e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 12246 members 
Mstep: Class 3 contains 28367 members 
Mstep: Class 4 contains 10370 members 
Mstep: Class 5 contains 2041 members 
Mstep: Class 6 contains 9164 members 
Mstep: Class 7 contains 12579 members 
Mstep: Class 8 contains 305800 members 
Mstep: Class 9 contains 98751 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 39752 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 2450 members 
Mstep: Class 18 contains 4909 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 23153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192630.000000 Penalty: 43161.070312
Iteration 103Q: 21 clusters Score -2.819263e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 12249 members 
Mstep: Class 3 contains 28341 members 
Mstep: Class 4 contains 10346 members 
Mstep: Class 5 contains 2038 members 
Mstep: Class 6 contains 9200 members 
Mstep: Class 7 contains 12581 members 
Mstep: Class 8 contains 306051 members 
Mstep: Class 9 contains 98773 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 39541 members 
Mstep: Class 16 contains 2702 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 4916 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 23186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192550.000000 Penalty: 43161.070312
Iteration 104Q: 21 clusters Score -2.819255e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 12236 members 
Mstep: Class 3 contains 28319 members 
Mstep: Class 4 contains 10331 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 9224 members 
Mstep: Class 7 contains 12576 members 
Mstep: Class 8 contains 306285 members 
Mstep: Class 9 contains 98807 members 
Mstep: Class 10 contains 1472 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 2848 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 39340 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 2468 members 
Mstep: Class 18 contains 4928 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 23217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192544.000000 Penalty: 43161.070312
Iteration 105Q: 21 clusters Score -2.819254e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 28290 members 
Mstep: Class 4 contains 10308 members 
Mstep: Class 5 contains 2032 members 
Mstep: Class 6 contains 9248 members 
Mstep: Class 7 contains 12576 members 
Mstep: Class 8 contains 306491 members 
Mstep: Class 9 contains 98836 members 
Mstep: Class 10 contains 1473 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 2840 members 
Mstep: Class 14 contains 1412 members 
Mstep: Class 15 contains 39158 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 4944 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 23256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192528.000000 Penalty: 43161.070312
Iteration 106Q: 21 clusters Score -2.819253e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 28264 members 
Mstep: Class 4 contains 10291 members 
Mstep: Class 5 contains 2032 members 
Mstep: Class 6 contains 9276 members 
Mstep: Class 7 contains 12583 members 
Mstep: Class 8 contains 306672 members 
Mstep: Class 9 contains 98873 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 1412 members 
Mstep: Class 15 contains 38986 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 4963 members 
Mstep: Class 19 contains 5219 members 
Mstep: Class 20 contains 23278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192588.000000 Penalty: 43161.070312
Iteration 107Q: 21 clusters Score -2.819259e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 12216 members 
Mstep: Class 3 contains 28238 members 
Mstep: Class 4 contains 10284 members 
Mstep: Class 5 contains 2033 members 
Mstep: Class 6 contains 9300 members 
Mstep: Class 7 contains 12592 members 
Mstep: Class 8 contains 306907 members 
Mstep: Class 9 contains 98880 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 2831 members 
Mstep: Class 14 contains 1414 members 
Mstep: Class 15 contains 38796 members 
Mstep: Class 16 contains 2698 members 
Mstep: Class 17 contains 2504 members 
Mstep: Class 18 contains 4979 members 
Mstep: Class 19 contains 5218 members 
Mstep: Class 20 contains 23289 members 
Entering Unmasked Estep 
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Score: -28192588.000000 Penalty: 43161.070312
Iteration 108Q: 21 clusters Score -2.819259e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 12216 members 
Mstep: Class 3 contains 28204 members 
Mstep: Class 4 contains 10272 members 
Mstep: Class 5 contains 2032 members 
Mstep: Class 6 contains 9327 members 
Mstep: Class 7 contains 12600 members 
Mstep: Class 8 contains 307123 members 
Mstep: Class 9 contains 98880 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 1414 members 
Mstep: Class 15 contains 38607 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 2520 members 
Mstep: Class 18 contains 4994 members 
Mstep: Class 19 contains 5215 members 
Mstep: Class 20 contains 23320 members 
Entering Unmasked Estep 
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Iteration 109Q: 21 clusters Score -2.819255e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 28162 members 
Mstep: Class 4 contains 10260 members 
Mstep: Class 5 contains 2033 members 
Mstep: Class 6 contains 9345 members 
Mstep: Class 7 contains 12605 members 
Mstep: Class 8 contains 307316 members 
Mstep: Class 9 contains 98888 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 2819 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 38436 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 2539 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 23347 members 
Entering Unmasked Estep 
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Iteration 110Q: 21 clusters Score -2.819257e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 28119 members 
Mstep: Class 4 contains 10253 members 
Mstep: Class 5 contains 2032 members 
Mstep: Class 6 contains 9368 members 
Mstep: Class 7 contains 12605 members 
Mstep: Class 8 contains 307513 members 
Mstep: Class 9 contains 98876 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 2816 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 38285 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 2559 members 
Mstep: Class 18 contains 5042 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 23365 members 
Entering Unmasked Estep 
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Iteration 111Q: 21 clusters Score -2.819255e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 28078 members 
Mstep: Class 4 contains 10243 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 9392 members 
Mstep: Class 7 contains 12606 members 
Mstep: Class 8 contains 307719 members 
Mstep: Class 9 contains 98876 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 38119 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 2580 members 
Mstep: Class 18 contains 5058 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 23397 members 
Entering Unmasked Estep 
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Iteration 112Q: 21 clusters Score -2.819259e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 28042 members 
Mstep: Class 4 contains 10225 members 
Mstep: Class 5 contains 2028 members 
Mstep: Class 6 contains 9424 members 
Mstep: Class 7 contains 12600 members 
Mstep: Class 8 contains 307930 members 
Mstep: Class 9 contains 98850 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 37962 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 2599 members 
Mstep: Class 18 contains 5067 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 23432 members 
Entering Unmasked Estep 
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Iteration 113Q: 21 clusters Score -2.819264e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 12196 members 
Mstep: Class 3 contains 28013 members 
Mstep: Class 4 contains 10209 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 9443 members 
Mstep: Class 7 contains 12598 members 
Mstep: Class 8 contains 308130 members 
Mstep: Class 9 contains 98841 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 2804 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 37800 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 5075 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 23463 members 
Entering Unmasked Estep 
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Iteration 114Q: 21 clusters Score -2.819269e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 12189 members 
Mstep: Class 3 contains 27990 members 
Mstep: Class 4 contains 10195 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 9451 members 
Mstep: Class 7 contains 12602 members 
Mstep: Class 8 contains 308304 members 
Mstep: Class 9 contains 98831 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 15 contains 37658 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 2632 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 23496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192732.000000 Penalty: 43161.070312
Iteration 115Q: 21 clusters Score -2.819273e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 12171 members 
Mstep: Class 3 contains 27961 members 
Mstep: Class 4 contains 10179 members 
Mstep: Class 5 contains 2026 members 
Mstep: Class 6 contains 9460 members 
Mstep: Class 7 contains 12603 members 
Mstep: Class 8 contains 308489 members 
Mstep: Class 9 contains 98814 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 1414 members 
Mstep: Class 15 contains 37516 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 23528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192782.000000 Penalty: 43161.070312
Iteration 116Q: 21 clusters Score -2.819278e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 12160 members 
Mstep: Class 3 contains 27924 members 
Mstep: Class 4 contains 10161 members 
Mstep: Class 5 contains 2024 members 
Mstep: Class 6 contains 9466 members 
Mstep: Class 7 contains 12605 members 
Mstep: Class 8 contains 308671 members 
Mstep: Class 9 contains 98793 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3449 members 
Mstep: Class 13 contains 2796 members 
Mstep: Class 14 contains 1412 members 
Mstep: Class 15 contains 37383 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 2662 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 5209 members 
Mstep: Class 20 contains 23553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192816.000000 Penalty: 43161.070312
Iteration 117Q: 21 clusters Score -2.819282e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 12155 members 
Mstep: Class 3 contains 27893 members 
Mstep: Class 4 contains 10147 members 
Mstep: Class 5 contains 2023 members 
Mstep: Class 6 contains 9473 members 
Mstep: Class 7 contains 12607 members 
Mstep: Class 8 contains 308842 members 
Mstep: Class 9 contains 98772 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3448 members 
Mstep: Class 13 contains 2795 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 37248 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 5126 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 20 contains 23573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192892.000000 Penalty: 43161.070312
Iteration 118Q: 21 clusters Score -2.819289e+07 nChanged 365
Entering ConstructFrom: 
Score: -28192892.000000 Penalty: 43161.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Entering Unmasked Estep 
Score: -893331.187500 Penalty: 1588.589966
	Iteration 0F: 2 clusters Score -893331.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -881245.812500 Penalty: 3177.179932
	Iteration 0F: 3 clusters Score -881245.8 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -885586.000000 Penalty: 3177.179932
	Iteration 1F: 3 clusters Score -885586 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -885887.937500 Penalty: 3177.179932
	Iteration 2Q: 3 clusters Score -885887.9 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -886185.875000 Penalty: 3177.179932
	Iteration 3Q: 3 clusters Score -886185.9 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -886484.687500 Penalty: 3177.179932
	Iteration 4Q: 3 clusters Score -886484.7 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -886786.125000 Penalty: 3177.179932
	Iteration 5Q: 3 clusters Score -886786.1 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -887132.562500 Penalty: 3177.179932
	Iteration 6Q: 3 clusters Score -887132.6 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -887617.625000 Penalty: 3177.179932
	Iteration 7Q: 3 clusters Score -887617.6 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -888260.375000 Penalty: 3177.179932
	Iteration 8F: 3 clusters Score -888260.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -889014.125000 Penalty: 3177.179932
	Iteration 9F: 3 clusters Score -889014.1 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -889821.500000 Penalty: 3177.179932
	Iteration 10F: 3 clusters Score -889821.5 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -890489.062500 Penalty: 3177.179932
	Iteration 11Q: 3 clusters Score -890489.1 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -890977.062500 Penalty: 3177.179932
	Iteration 12Q: 3 clusters Score -890977.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -891255.250000 Penalty: 3177.179932
	Iteration 13Q: 3 clusters Score -891255.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -891448.125000 Penalty: 3177.179932
	Iteration 14Q: 3 clusters Score -891448.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -891608.875000 Penalty: 3177.179932
	Iteration 15Q: 3 clusters Score -891608.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -891707.500000 Penalty: 3177.179932
	Iteration 16Q: 3 clusters Score -891707.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -891771.437500 Penalty: 3177.179932
	Iteration 17Q: 3 clusters Score -891771.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -891842.062500 Penalty: 3177.179932
	Iteration 18Q: 3 clusters Score -891842.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -891899.250000 Penalty: 3177.179932
	Iteration 19Q: 3 clusters Score -891899.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -891943.250000 Penalty: 3177.179932
	Iteration 20F: 3 clusters Score -891943.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -891974.812500 Penalty: 3177.179932
	Iteration 21Q: 3 clusters Score -891974.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -891997.125000 Penalty: 3177.179932
	Iteration 22Q: 3 clusters Score -891997.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -892011.812500 Penalty: 3177.179932
	Iteration 23Q: 3 clusters Score -892011.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -892020.500000 Penalty: 3177.179932
	Iteration 24Q: 3 clusters Score -892020.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -892025.187500 Penalty: 3177.179932
	Iteration 25Q: 3 clusters Score -892025.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -892031.062500 Penalty: 3177.179932
	Iteration 26Q: 3 clusters Score -892031.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -892039.187500 Penalty: 3177.179932
	Iteration 27Q: 3 clusters Score -892039.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -892045.250000 Penalty: 3177.179932
	Iteration 28Q: 3 clusters Score -892045.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -892047.562500 Penalty: 3177.179932
	Iteration 29Q: 3 clusters Score -892047.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -892047.562500 Penalty: 3177.179932
	Iteration 30Q: 3 clusters Score -892047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -892049.500000 Penalty: 3177.179932
	Iteration 31Q: 3 clusters Score -892049.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -892054.312500 Penalty: 3177.179932
	Iteration 32Q: 3 clusters Score -892054.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -892054.125000 Penalty: 3177.179932
	Iteration 33Q: 3 clusters Score -892054.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -892057.375000 Penalty: 3177.179932
	Iteration 34Q: 3 clusters Score -892057.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -892061.250000 Penalty: 3177.179932
	Iteration 35Q: 3 clusters Score -892061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -892064.312500 Penalty: 3177.179932
	Iteration 36Q: 3 clusters Score -892064.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -892067.250000 Penalty: 3177.179932
	Iteration 37Q: 3 clusters Score -892067.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -892070.250000 Penalty: 3177.179932
	Iteration 38Q: 3 clusters Score -892070.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -892070.375000 Penalty: 3177.179932
	Iteration 39Q: 3 clusters Score -892070.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -892074.250000 Penalty: 3177.179932
	Iteration 40F: 3 clusters Score -892074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -892075.312500 Penalty: 3177.179932
	Iteration 41Q: 3 clusters Score -892075.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -892076.750000 Penalty: 3177.179932
	Iteration 42Q: 3 clusters Score -892076.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -892079.250000 Penalty: 3177.179932
	Iteration 43Q: 3 clusters Score -892079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -892079.937500 Penalty: 3177.179932
	Iteration 44Q: 3 clusters Score -892079.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -892080.562500 Penalty: 3177.179932
	Iteration 45Q: 3 clusters Score -892080.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -892081.812500 Penalty: 3177.179932
	Iteration 46Q: 3 clusters Score -892081.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -892085.000000 Penalty: 3177.179932
	Iteration 47Q: 3 clusters Score -892085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -892087.937500 Penalty: 3177.179932
	Iteration 48Q: 3 clusters Score -892087.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -892091.687500 Penalty: 3177.179932
	Iteration 49Q: 3 clusters Score -892091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -892092.937500 Penalty: 3177.179932
	Iteration 50Q: 3 clusters Score -892092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -892095.812500 Penalty: 3177.179932
	Iteration 51Q: 3 clusters Score -892095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -892095.812500 Penalty: 3177.179932
	Iteration 52F: 3 clusters Score -892095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Entering Unmasked Estep 
Score: -615007.937500 Penalty: 1528.299438
	Iteration 0F: 2 clusters Score -615007.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -606445.687500 Penalty: 3056.598877
	Iteration 0F: 3 clusters Score -606445.7 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -609180.562500 Penalty: 3056.598877
	Iteration 1F: 3 clusters Score -609180.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -609425.437500 Penalty: 3056.598877
	Iteration 2F: 3 clusters Score -609425.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -609621.812500 Penalty: 3056.598877
	Iteration 3Q: 3 clusters Score -609621.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -609818.187500 Penalty: 3056.598877
	Iteration 4Q: 3 clusters Score -609818.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -610032.187500 Penalty: 3056.598877
	Iteration 5Q: 3 clusters Score -610032.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -610285.375000 Penalty: 3056.598877
	Iteration 6Q: 3 clusters Score -610285.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -610626.375000 Penalty: 3056.598877
	Iteration 7Q: 3 clusters Score -610626.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -611041.937500 Penalty: 3056.598877
	Iteration 8F: 3 clusters Score -611041.9 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -611528.687500 Penalty: 3056.598877
	Iteration 9F: 3 clusters Score -611528.7 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -612069.687500 Penalty: 3056.598877
	Iteration 10F: 3 clusters Score -612069.7 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -612602.937500 Penalty: 3056.598877
	Iteration 11Q: 3 clusters Score -612602.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -613017.437500 Penalty: 3056.598877
	Iteration 12Q: 3 clusters Score -613017.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -613372.750000 Penalty: 3056.598877
	Iteration 13Q: 3 clusters Score -613372.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -613564.562500 Penalty: 3056.598877
	Iteration 14Q: 3 clusters Score -613564.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -613654.687500 Penalty: 3056.598877
	Iteration 15Q: 3 clusters Score -613654.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -613697.187500 Penalty: 3056.598877
	Iteration 16Q: 3 clusters Score -613697.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -613736.750000 Penalty: 3056.598877
	Iteration 17Q: 3 clusters Score -613736.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -613759.250000 Penalty: 3056.598877
	Iteration 18Q: 3 clusters Score -613759.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -613772.187500 Penalty: 3056.598877
	Iteration 19Q: 3 clusters Score -613772.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -613782.312500 Penalty: 3056.598877
	Iteration 20F: 3 clusters Score -613782.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -613789.750000 Penalty: 3056.598877
	Iteration 21Q: 3 clusters Score -613789.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -613797.750000 Penalty: 3056.598877
	Iteration 22Q: 3 clusters Score -613797.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -613804.562500 Penalty: 3056.598877
	Iteration 23Q: 3 clusters Score -613804.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -613807.187500 Penalty: 3056.598877
	Iteration 24Q: 3 clusters Score -613807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -613808.000000 Penalty: 3056.598877
	Iteration 25Q: 3 clusters Score -613808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -613810.187500 Penalty: 3056.598877
	Iteration 26Q: 3 clusters Score -613810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -613812.562500 Penalty: 3056.598877
	Iteration 27Q: 3 clusters Score -613812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -613813.937500 Penalty: 3056.598877
	Iteration 28Q: 3 clusters Score -613813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -613816.125000 Penalty: 3056.598877
	Iteration 29Q: 3 clusters Score -613816.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -613818.750000 Penalty: 3056.598877
	Iteration 30Q: 3 clusters Score -613818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -613820.000000 Penalty: 3056.598877
	Iteration 31Q: 3 clusters Score -613820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -613820.500000 Penalty: 3056.598877
	Iteration 32Q: 3 clusters Score -613820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -613822.437500 Penalty: 3056.598877
	Iteration 33Q: 3 clusters Score -613822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -613821.875000 Penalty: 3056.598877
	Iteration 34Q: 3 clusters Score -613821.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -613821.875000 Penalty: 3056.598877
	Iteration 35F: 3 clusters Score -613821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Entering Unmasked Estep 
Score: -1338910.250000 Penalty: 1663.167358
	Iteration 0F: 2 clusters Score -1338910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1320026.750000 Penalty: 3326.334717
	Iteration 0F: 3 clusters Score -1320027 nChanged 12780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1327063.750000 Penalty: 3326.334717
	Iteration 1F: 3 clusters Score -1327064 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1327521.125000 Penalty: 3326.334717
	Iteration 2Q: 3 clusters Score -1327521 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1328030.125000 Penalty: 3326.334717
	Iteration 3Q: 3 clusters Score -1328030 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1328542.500000 Penalty: 3326.334717
	Iteration 4Q: 3 clusters Score -1328542 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1329172.250000 Penalty: 3326.334717
	Iteration 5Q: 3 clusters Score -1329172 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1329906.000000 Penalty: 3326.334717
	Iteration 6Q: 3 clusters Score -1329906 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1330750.625000 Penalty: 3326.334717
	Iteration 7F: 3 clusters Score -1330751 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1331696.000000 Penalty: 3326.334717
	Iteration 8F: 3 clusters Score -1331696 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1332698.375000 Penalty: 3326.334717
	Iteration 9F: 3 clusters Score -1332698 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1333604.375000 Penalty: 3326.334717
	Iteration 10F: 3 clusters Score -1333604 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1334278.125000 Penalty: 3326.334717
	Iteration 11Q: 3 clusters Score -1334278 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1334780.250000 Penalty: 3326.334717
	Iteration 12Q: 3 clusters Score -1334780 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1335170.250000 Penalty: 3326.334717
	Iteration 13Q: 3 clusters Score -1335170 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1335467.750000 Penalty: 3326.334717
	Iteration 14Q: 3 clusters Score -1335468 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1335692.000000 Penalty: 3326.334717
	Iteration 15Q: 3 clusters Score -1335692 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1335886.500000 Penalty: 3326.334717
	Iteration 16Q: 3 clusters Score -1335886 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1336034.125000 Penalty: 3326.334717
	Iteration 17Q: 3 clusters Score -1336034 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1336152.625000 Penalty: 3326.334717
	Iteration 18Q: 3 clusters Score -1336153 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1336244.750000 Penalty: 3326.334717
	Iteration 19Q: 3 clusters Score -1336245 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1336324.750000 Penalty: 3326.334717
	Iteration 20F: 3 clusters Score -1336325 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1336391.875000 Penalty: 3326.334717
	Iteration 21Q: 3 clusters Score -1336392 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1336449.500000 Penalty: 3326.334717
	Iteration 22Q: 3 clusters Score -1336450 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1336498.000000 Penalty: 3326.334717
	Iteration 23Q: 3 clusters Score -1336498 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1336551.250000 Penalty: 3326.334717
	Iteration 24Q: 3 clusters Score -1336551 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1336624.625000 Penalty: 3326.334717
	Iteration 25Q: 3 clusters Score -1336625 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1336674.500000 Penalty: 3326.334717
	Iteration 26Q: 3 clusters Score -1336674 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1336716.625000 Penalty: 3326.334717
	Iteration 27Q: 3 clusters Score -1336717 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1336756.375000 Penalty: 3326.334717
	Iteration 28Q: 3 clusters Score -1336756 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1336797.375000 Penalty: 3326.334717
	Iteration 29Q: 3 clusters Score -1336797 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1336842.875000 Penalty: 3326.334717
	Iteration 30Q: 3 clusters Score -1336843 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1336875.000000 Penalty: 3326.334717
	Iteration 31Q: 3 clusters Score -1336875 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1336917.250000 Penalty: 3326.334717
	Iteration 32Q: 3 clusters Score -1336917 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1336966.625000 Penalty: 3326.334717
	Iteration 33Q: 3 clusters Score -1336967 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1336999.125000 Penalty: 3326.334717
	Iteration 34Q: 3 clusters Score -1336999 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1337037.250000 Penalty: 3326.334717
	Iteration 35Q: 3 clusters Score -1337037 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1337067.625000 Penalty: 3326.334717
	Iteration 36Q: 3 clusters Score -1337068 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1337098.750000 Penalty: 3326.334717
	Iteration 37Q: 3 clusters Score -1337099 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1337133.500000 Penalty: 3326.334717
	Iteration 38Q: 3 clusters Score -1337134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1337174.500000 Penalty: 3326.334717
	Iteration 39Q: 3 clusters Score -1337174 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1337207.125000 Penalty: 3326.334717
	Iteration 40F: 3 clusters Score -1337207 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1337262.625000 Penalty: 3326.334717
	Iteration 41Q: 3 clusters Score -1337263 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1337321.625000 Penalty: 3326.334717
	Iteration 42Q: 3 clusters Score -1337322 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1337389.500000 Penalty: 3326.334717
	Iteration 43Q: 3 clusters Score -1337390 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1337442.000000 Penalty: 3326.334717
	Iteration 44Q: 3 clusters Score -1337442 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1337516.750000 Penalty: 3326.334717
	Iteration 45Q: 3 clusters Score -1337517 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1337591.000000 Penalty: 3326.334717
	Iteration 46Q: 3 clusters Score -1337591 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1337660.875000 Penalty: 3326.334717
	Iteration 47Q: 3 clusters Score -1337661 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1337722.250000 Penalty: 3326.334717
	Iteration 48Q: 3 clusters Score -1337722 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1337774.125000 Penalty: 3326.334717
	Iteration 49Q: 3 clusters Score -1337774 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1337823.250000 Penalty: 3326.334717
	Iteration 50Q: 3 clusters Score -1337823 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1337855.000000 Penalty: 3326.334717
	Iteration 51Q: 3 clusters Score -1337855 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1337882.500000 Penalty: 3326.334717
	Iteration 52Q: 3 clusters Score -1337882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1337899.875000 Penalty: 3326.334717
	Iteration 53Q: 3 clusters Score -1337900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1337914.750000 Penalty: 3326.334717
	Iteration 54Q: 3 clusters Score -1337915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1337923.875000 Penalty: 3326.334717
	Iteration 55Q: 3 clusters Score -1337924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1337932.875000 Penalty: 3326.334717
	Iteration 56Q: 3 clusters Score -1337933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1337938.875000 Penalty: 3326.334717
	Iteration 57Q: 3 clusters Score -1337939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1337942.625000 Penalty: 3326.334717
	Iteration 58Q: 3 clusters Score -1337943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1337946.125000 Penalty: 3326.334717
	Iteration 59Q: 3 clusters Score -1337946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1337949.375000 Penalty: 3326.334717
	Iteration 60F: 3 clusters Score -1337949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1337951.125000 Penalty: 3326.334717
	Iteration 61Q: 3 clusters Score -1337951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1337952.125000 Penalty: 3326.334717
	Iteration 62Q: 3 clusters Score -1337952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1337953.250000 Penalty: 3326.334717
	Iteration 63Q: 3 clusters Score -1337953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1337953.250000 Penalty: 3326.334717
	Iteration 64Q: 3 clusters Score -1337953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1337952.750000 Penalty: 3326.334717
	Iteration 65Q: 3 clusters Score -1337953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1337956.875000 Penalty: 3326.334717
	Iteration 66Q: 3 clusters Score -1337957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1337959.625000 Penalty: 3326.334717
	Iteration 67Q: 3 clusters Score -1337960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1337959.500000 Penalty: 3326.334717
	Iteration 68Q: 3 clusters Score -1337960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1337959.500000 Penalty: 3326.334717
	Iteration 69Q: 3 clusters Score -1337960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1337959.875000 Penalty: 3326.334717
	Iteration 70Q: 3 clusters Score -1337960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1337962.375000 Penalty: 3326.334717
	Iteration 71Q: 3 clusters Score -1337962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1337960.875000 Penalty: 3326.334717
	Iteration 72Q: 3 clusters Score -1337961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1337961.875000 Penalty: 3326.334717
	Iteration 73Q: 3 clusters Score -1337962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1337961.500000 Penalty: 3326.334717
	Iteration 74Q: 3 clusters Score -1337962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1337960.875000 Penalty: 3326.334717
	Iteration 75Q: 3 clusters Score -1337961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1337961.500000 Penalty: 3326.334717
	Iteration 76Q: 3 clusters Score -1337962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1337961.500000 Penalty: 3326.334717
	Iteration 77F: 3 clusters Score -1337962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Entering Unmasked Estep 
Score: -494254.531250 Penalty: 1498.939453
	Iteration 0F: 2 clusters Score -494254.5 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 4962 members 
Entering Unmasked Estep 
Score: -486965.343750 Penalty: 2997.878906
	Iteration 0F: 3 clusters Score -486965.3 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -489439.281250 Penalty: 2997.878906
	Iteration 1F: 3 clusters Score -489439.3 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -489792.812500 Penalty: 2997.878906
	Iteration 2F: 3 clusters Score -489792.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -490133.156250 Penalty: 2997.878906
	Iteration 3F: 3 clusters Score -490133.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -490512.562500 Penalty: 2997.878906
	Iteration 4F: 3 clusters Score -490512.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -490910.125000 Penalty: 2997.878906
	Iteration 5F: 3 clusters Score -490910.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -491313.093750 Penalty: 2997.878906
	Iteration 6F: 3 clusters Score -491313.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -491667.781250 Penalty: 2997.878906
	Iteration 7F: 3 clusters Score -491667.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -491958.875000 Penalty: 2997.878906
	Iteration 8Q: 3 clusters Score -491958.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -492190.468750 Penalty: 2997.878906
	Iteration 9Q: 3 clusters Score -492190.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -492416.343750 Penalty: 2997.878906
	Iteration 10Q: 3 clusters Score -492416.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -492590.250000 Penalty: 2997.878906
	Iteration 11Q: 3 clusters Score -492590.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -492735.187500 Penalty: 2997.878906
	Iteration 12Q: 3 clusters Score -492735.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -492853.781250 Penalty: 2997.878906
	Iteration 13Q: 3 clusters Score -492853.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -492936.156250 Penalty: 2997.878906
	Iteration 14Q: 3 clusters Score -492936.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -492989.343750 Penalty: 2997.878906
	Iteration 15Q: 3 clusters Score -492989.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -493025.625000 Penalty: 2997.878906
	Iteration 16Q: 3 clusters Score -493025.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -493054.750000 Penalty: 2997.878906
	Iteration 17Q: 3 clusters Score -493054.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -493081.250000 Penalty: 2997.878906
	Iteration 18Q: 3 clusters Score -493081.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -493096.843750 Penalty: 2997.878906
	Iteration 19Q: 3 clusters Score -493096.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -493106.312500 Penalty: 2997.878906
	Iteration 20F: 3 clusters Score -493106.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -493111.156250 Penalty: 2997.878906
	Iteration 21Q: 3 clusters Score -493111.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -493117.093750 Penalty: 2997.878906
	Iteration 22Q: 3 clusters Score -493117.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -493120.250000 Penalty: 2997.878906
	Iteration 23Q: 3 clusters Score -493120.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -493121.625000 Penalty: 2997.878906
	Iteration 24Q: 3 clusters Score -493121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -493121.718750 Penalty: 2997.878906
	Iteration 25Q: 3 clusters Score -493121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -493124.281250 Penalty: 2997.878906
	Iteration 26Q: 3 clusters Score -493124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -493124.437500 Penalty: 2997.878906
	Iteration 27Q: 3 clusters Score -493124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -493126.937500 Penalty: 2997.878906
	Iteration 28Q: 3 clusters Score -493126.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -493128.937500 Penalty: 2997.878906
	Iteration 29Q: 3 clusters Score -493128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -493130.375000 Penalty: 2997.878906
	Iteration 30Q: 3 clusters Score -493130.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -493136.218750 Penalty: 2997.878906
	Iteration 31Q: 3 clusters Score -493136.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -493137.000000 Penalty: 2997.878906
	Iteration 32Q: 3 clusters Score -493137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -493137.500000 Penalty: 2997.878906
	Iteration 33Q: 3 clusters Score -493137.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -493137.937500 Penalty: 2997.878906
	Iteration 34Q: 3 clusters Score -493137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -493138.781250 Penalty: 2997.878906
	Iteration 35Q: 3 clusters Score -493138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -493139.375000 Penalty: 2997.878906
	Iteration 36Q: 3 clusters Score -493139.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -493139.812500 Penalty: 2997.878906
	Iteration 37Q: 3 clusters Score -493139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -493141.250000 Penalty: 2997.878906
	Iteration 38Q: 3 clusters Score -493141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -493141.531250 Penalty: 2997.878906
	Iteration 39Q: 3 clusters Score -493141.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -493141.093750 Penalty: 2997.878906
	Iteration 40F: 3 clusters Score -493141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -493142.218750 Penalty: 2997.878906
	Iteration 41Q: 3 clusters Score -493142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -493142.812500 Penalty: 2997.878906
	Iteration 42Q: 3 clusters Score -493142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -493142.062500 Penalty: 2997.878906
	Iteration 43Q: 3 clusters Score -493142.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -493142.625000 Penalty: 2997.878906
	Iteration 44Q: 3 clusters Score -493142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -493142.875000 Penalty: 2997.878906
	Iteration 45Q: 3 clusters Score -493142.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -493142.875000 Penalty: 2997.878906
	Iteration 46F: 3 clusters Score -493142.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -92684.882812 Penalty: 1236.924438
	Iteration 0F: 2 clusters Score -92684.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -90577.757812 Penalty: 2473.848877
	Iteration 0F: 3 clusters Score -90577.76 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -90984.500000 Penalty: 2473.848877
	Iteration 1F: 3 clusters Score -90984.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -91093.046875 Penalty: 2473.848877
	Iteration 2F: 3 clusters Score -91093.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -91154.445312 Penalty: 2473.848877
	Iteration 3Q: 3 clusters Score -91154.45 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -91199.234375 Penalty: 2473.848877
	Iteration 4Q: 3 clusters Score -91199.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -91235.796875 Penalty: 2473.848877
	Iteration 5Q: 3 clusters Score -91235.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -91285.492188 Penalty: 2473.848877
	Iteration 6Q: 3 clusters Score -91285.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -91334.929688 Penalty: 2473.848877
	Iteration 7Q: 3 clusters Score -91334.93 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -91372.593750 Penalty: 2473.848877
	Iteration 8Q: 3 clusters Score -91372.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -91400.593750 Penalty: 2473.848877
	Iteration 9Q: 3 clusters Score -91400.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91425.406250 Penalty: 2473.848877
	Iteration 10Q: 3 clusters Score -91425.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -91457.843750 Penalty: 2473.848877
	Iteration 11Q: 3 clusters Score -91457.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -91479.546875 Penalty: 2473.848877
	Iteration 12Q: 3 clusters Score -91479.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -91503.609375 Penalty: 2473.848877
	Iteration 13Q: 3 clusters Score -91503.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -91525.601562 Penalty: 2473.848877
	Iteration 14Q: 3 clusters Score -91525.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -91554.171875 Penalty: 2473.848877
	Iteration 15Q: 3 clusters Score -91554.17 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -91582.328125 Penalty: 2473.848877
	Iteration 16Q: 3 clusters Score -91582.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -91611.187500 Penalty: 2473.848877
	Iteration 17Q: 3 clusters Score -91611.19 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -91636.304688 Penalty: 2473.848877
	Iteration 18Q: 3 clusters Score -91636.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91660.539062 Penalty: 2473.848877
	Iteration 19Q: 3 clusters Score -91660.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91679.539062 Penalty: 2473.848877
	Iteration 20F: 3 clusters Score -91679.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91698.093750 Penalty: 2473.848877
	Iteration 21Q: 3 clusters Score -91698.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91715.328125 Penalty: 2473.848877
	Iteration 22Q: 3 clusters Score -91715.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91729.023438 Penalty: 2473.848877
	Iteration 23Q: 3 clusters Score -91729.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91737.609375 Penalty: 2473.848877
	Iteration 24Q: 3 clusters Score -91737.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -91747.265625 Penalty: 2473.848877
	Iteration 25Q: 3 clusters Score -91747.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -91759.281250 Penalty: 2473.848877
	Iteration 26Q: 3 clusters Score -91759.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -91775.695312 Penalty: 2473.848877
	Iteration 27Q: 3 clusters Score -91775.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -91783.320312 Penalty: 2473.848877
	Iteration 28Q: 3 clusters Score -91783.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -91789.203125 Penalty: 2473.848877
	Iteration 29Q: 3 clusters Score -91789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -91795.453125 Penalty: 2473.848877
	Iteration 30Q: 3 clusters Score -91795.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -91801.945312 Penalty: 2473.848877
	Iteration 31Q: 3 clusters Score -91801.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91804.625000 Penalty: 2473.848877
	Iteration 32Q: 3 clusters Score -91804.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91806.460938 Penalty: 2473.848877
	Iteration 33Q: 3 clusters Score -91806.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91808.398438 Penalty: 2473.848877
	Iteration 34Q: 3 clusters Score -91808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91808.843750 Penalty: 2473.848877
	Iteration 35Q: 3 clusters Score -91808.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -91809.312500 Penalty: 2473.848877
	Iteration 36Q: 3 clusters Score -91809.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -91810.367188 Penalty: 2473.848877
	Iteration 37Q: 3 clusters Score -91810.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91810.664062 Penalty: 2473.848877
	Iteration 38Q: 3 clusters Score -91810.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91811.976562 Penalty: 2473.848877
	Iteration 39Q: 3 clusters Score -91811.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -91812.960938 Penalty: 2473.848877
	Iteration 40F: 3 clusters Score -91812.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Entering Unmasked Estep 
Score: -463926.718750 Penalty: 1488.088379
	Iteration 0F: 2 clusters Score -463926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -457117.375000 Penalty: 2976.176758
	Iteration 0F: 3 clusters Score -457117.4 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -459314.375000 Penalty: 2976.176758
	Iteration 1F: 3 clusters Score -459314.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -459568.187500 Penalty: 2976.176758
	Iteration 2F: 3 clusters Score -459568.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -459765.093750 Penalty: 2976.176758
	Iteration 3F: 3 clusters Score -459765.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -459942.687500 Penalty: 2976.176758
	Iteration 4Q: 3 clusters Score -459942.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -460120.468750 Penalty: 2976.176758
	Iteration 5Q: 3 clusters Score -460120.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -460374.437500 Penalty: 2976.176758
	Iteration 6Q: 3 clusters Score -460374.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -460676.312500 Penalty: 2976.176758
	Iteration 7F: 3 clusters Score -460676.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -460978.125000 Penalty: 2976.176758
	Iteration 8Q: 3 clusters Score -460978.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -461325.906250 Penalty: 2976.176758
	Iteration 9Q: 3 clusters Score -461325.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -461642.312500 Penalty: 2976.176758
	Iteration 10Q: 3 clusters Score -461642.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -461927.531250 Penalty: 2976.176758
	Iteration 11Q: 3 clusters Score -461927.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -462159.125000 Penalty: 2976.176758
	Iteration 12Q: 3 clusters Score -462159.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -462339.093750 Penalty: 2976.176758
	Iteration 13Q: 3 clusters Score -462339.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -462450.500000 Penalty: 2976.176758
	Iteration 14Q: 3 clusters Score -462450.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -462511.437500 Penalty: 2976.176758
	Iteration 15Q: 3 clusters Score -462511.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -462546.468750 Penalty: 2976.176758
	Iteration 16Q: 3 clusters Score -462546.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -462565.375000 Penalty: 2976.176758
	Iteration 17Q: 3 clusters Score -462565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -462582.312500 Penalty: 2976.176758
	Iteration 18Q: 3 clusters Score -462582.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -462599.125000 Penalty: 2976.176758
	Iteration 19Q: 3 clusters Score -462599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -462600.718750 Penalty: 2976.176758
	Iteration 20F: 3 clusters Score -462600.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -462607.218750 Penalty: 2976.176758
	Iteration 21Q: 3 clusters Score -462607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -462616.125000 Penalty: 2976.176758
	Iteration 22Q: 3 clusters Score -462616.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -462623.218750 Penalty: 2976.176758
	Iteration 23Q: 3 clusters Score -462623.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -462630.875000 Penalty: 2976.176758
	Iteration 24Q: 3 clusters Score -462630.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -462635.531250 Penalty: 2976.176758
	Iteration 25Q: 3 clusters Score -462635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -462636.406250 Penalty: 2976.176758
	Iteration 26Q: 3 clusters Score -462636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -462638.718750 Penalty: 2976.176758
	Iteration 27Q: 3 clusters Score -462638.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -462638.718750 Penalty: 2976.176758
	Iteration 28F: 3 clusters Score -462638.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Entering Unmasked Estep 
Score: -615376.500000 Penalty: 1534.339111
	Iteration 0F: 2 clusters Score -615376.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -606506.062500 Penalty: 3068.678223
	Iteration 0F: 3 clusters Score -606506.1 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -609619.375000 Penalty: 3068.678223
	Iteration 1F: 3 clusters Score -609619.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -610123.062500 Penalty: 3068.678223
	Iteration 2F: 3 clusters Score -610123.1 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -610743.062500 Penalty: 3068.678223
	Iteration 3F: 3 clusters Score -610743.1 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -611465.250000 Penalty: 3068.678223
	Iteration 4F: 3 clusters Score -611465.2 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -612197.187500 Penalty: 3068.678223
	Iteration 5F: 3 clusters Score -612197.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -612962.812500 Penalty: 3068.678223
	Iteration 6F: 3 clusters Score -612962.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -613634.312500 Penalty: 3068.678223
	Iteration 7F: 3 clusters Score -613634.3 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -614117.812500 Penalty: 3068.678223
	Iteration 8Q: 3 clusters Score -614117.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -614422.875000 Penalty: 3068.678223
	Iteration 9Q: 3 clusters Score -614422.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -614550.437500 Penalty: 3068.678223
	Iteration 10Q: 3 clusters Score -614550.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -614616.875000 Penalty: 3068.678223
	Iteration 11Q: 3 clusters Score -614616.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -614658.187500 Penalty: 3068.678223
	Iteration 12Q: 3 clusters Score -614658.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -614682.312500 Penalty: 3068.678223
	Iteration 13Q: 3 clusters Score -614682.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -614696.750000 Penalty: 3068.678223
	Iteration 14Q: 3 clusters Score -614696.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -614705.250000 Penalty: 3068.678223
	Iteration 15Q: 3 clusters Score -614705.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -614712.500000 Penalty: 3068.678223
	Iteration 16Q: 3 clusters Score -614712.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -614718.875000 Penalty: 3068.678223
	Iteration 17Q: 3 clusters Score -614718.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -614725.187500 Penalty: 3068.678223
	Iteration 18Q: 3 clusters Score -614725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -614726.625000 Penalty: 3068.678223
	Iteration 19Q: 3 clusters Score -614726.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -614730.375000 Penalty: 3068.678223
	Iteration 20F: 3 clusters Score -614730.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -614732.062500 Penalty: 3068.678223
	Iteration 21Q: 3 clusters Score -614732.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -614733.937500 Penalty: 3068.678223
	Iteration 22Q: 3 clusters Score -614733.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -614737.062500 Penalty: 3068.678223
	Iteration 23Q: 3 clusters Score -614737.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -614738.312500 Penalty: 3068.678223
	Iteration 24Q: 3 clusters Score -614738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -614739.062500 Penalty: 3068.678223
	Iteration 25Q: 3 clusters Score -614739.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -614742.750000 Penalty: 3068.678223
	Iteration 26Q: 3 clusters Score -614742.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -614744.625000 Penalty: 3068.678223
	Iteration 27Q: 3 clusters Score -614744.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -614746.500000 Penalty: 3068.678223
	Iteration 28Q: 3 clusters Score -614746.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -614747.937500 Penalty: 3068.678223
	Iteration 29Q: 3 clusters Score -614747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -614748.625000 Penalty: 3068.678223
	Iteration 30Q: 3 clusters Score -614748.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -614749.437500 Penalty: 3068.678223
	Iteration 31Q: 3 clusters Score -614749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -614749.437500 Penalty: 3068.678223
	Iteration 32Q: 3 clusters Score -614749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -614749.187500 Penalty: 3068.678223
	Iteration 33Q: 3 clusters Score -614749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -614750.750000 Penalty: 3068.678223
	Iteration 34Q: 3 clusters Score -614750.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -614750.750000 Penalty: 3068.678223
	Iteration 35F: 3 clusters Score -614750.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (309009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309009 members 
Entering Unmasked Estep 
Score: -15562877.000000 Penalty: 2054.182861
	Iteration 0F: 2 clusters Score -1.556288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154464 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -15354026.000000 Penalty: 4108.365723
	Iteration 0F: 3 clusters Score -1.535403e+07 nChanged 150975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157297 members 
Mstep: Class 2 contains 151712 members 
Entering Unmasked Estep 
Score: -15444116.000000 Penalty: 4108.365723
	Iteration 1F: 3 clusters Score -1.544412e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159549 members 
Mstep: Class 2 contains 149460 members 
Entering Unmasked Estep 
Score: -15445098.000000 Penalty: 4108.365723
	Iteration 2Q: 3 clusters Score -1.54451e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163175 members 
Mstep: Class 2 contains 145834 members 
Entering Unmasked Estep 
Score: -15446620.000000 Penalty: 4108.365723
	Iteration 3Q: 3 clusters Score -1.544662e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168773 members 
Mstep: Class 2 contains 140236 members 
Entering Unmasked Estep 
Score: -15449266.000000 Penalty: 4108.365723
	Iteration 4Q: 3 clusters Score -1.544927e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177074 members 
Mstep: Class 2 contains 131935 members 
Entering Unmasked Estep 
Score: -15453102.000000 Penalty: 4108.365723
	Iteration 5Q: 3 clusters Score -1.54531e+07 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189025 members 
Mstep: Class 2 contains 119984 members 
Entering Unmasked Estep 
Score: -15459745.000000 Penalty: 4108.365723
	Iteration 6Q: 3 clusters Score -1.545974e+07 nChanged 19017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205374 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -15470582.000000 Penalty: 4108.365723
	Iteration 7F: 3 clusters Score -1.547058e+07 nChanged 22759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226247 members 
Mstep: Class 2 contains 82762 members 
Entering Unmasked Estep 
Score: -15486432.000000 Penalty: 4108.365723
	Iteration 8F: 3 clusters Score -1.548643e+07 nChanged 24578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249787 members 
Mstep: Class 2 contains 59222 members 
Entering Unmasked Estep 
Score: -15506853.000000 Penalty: 4108.365723
	Iteration 9F: 3 clusters Score -1.550685e+07 nChanged 22880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272321 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -15527755.000000 Penalty: 4108.365723
	Iteration 10F: 3 clusters Score -1.552776e+07 nChanged 17502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289763 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -15543943.000000 Penalty: 4108.365723
	Iteration 11F: 3 clusters Score -1.554394e+07 nChanged 10721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300484 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -15553769.000000 Penalty: 4108.365723
	Iteration 12Q: 3 clusters Score -1.555377e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305666 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -15558275.000000 Penalty: 4108.365723
	Iteration 13Q: 3 clusters Score -1.555828e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307687 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -15559952.000000 Penalty: 4108.365723
	Iteration 14Q: 3 clusters Score -1.555995e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308391 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -15560492.000000 Penalty: 4108.365723
	Iteration 15Q: 3 clusters Score -1.556049e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308633 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -15560730.000000 Penalty: 4108.365723
	Iteration 16Q: 3 clusters Score -1.556073e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308712 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15560815.000000 Penalty: 4108.365723
	Iteration 17Q: 3 clusters Score -1.556082e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308746 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -15560862.000000 Penalty: 4108.365723
	Iteration 18Q: 3 clusters Score -1.556086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308766 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -15560908.000000 Penalty: 4108.365723
	Iteration 19Q: 3 clusters Score -1.556091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308774 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -15560925.000000 Penalty: 4108.365723
	Iteration 20F: 3 clusters Score -1.556092e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308777 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15560931.000000 Penalty: 4108.365723
	Iteration 21Q: 3 clusters Score -1.556093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308778 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -15560942.000000 Penalty: 4108.365723
	Iteration 22Q: 3 clusters Score -1.556094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308780 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -15560961.000000 Penalty: 4108.365723
	Iteration 23Q: 3 clusters Score -1.556096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308782 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15560961.000000 Penalty: 4108.365723
	Iteration 24Q: 3 clusters Score -1.556096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308781 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -15560960.000000 Penalty: 4108.365723
	Iteration 25Q: 3 clusters Score -1.556096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308782 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15560964.000000 Penalty: 4108.365723
	Iteration 26Q: 3 clusters Score -1.556096e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308782 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -15560964.000000 Penalty: 4108.365723
	Iteration 27F: 3 clusters Score -1.556096e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (98752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98752 members 
Entering Unmasked Estep 
Score: -4873879.500000 Penalty: 1868.809692
	Iteration 0F: 2 clusters Score -4873880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -4807836.500000 Penalty: 3737.619385
	Iteration 0F: 3 clusters Score -4807836 nChanged 47257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -4836112.000000 Penalty: 3737.619385
	Iteration 1F: 3 clusters Score -4836112 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -4838015.500000 Penalty: 3737.619385
	Iteration 2Q: 3 clusters Score -4838016 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -4840915.000000 Penalty: 3737.619385
	Iteration 3F: 3 clusters Score -4840915 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -4845162.000000 Penalty: 3737.619385
	Iteration 4F: 3 clusters Score -4845162 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -4850898.000000 Penalty: 3737.619385
	Iteration 5F: 3 clusters Score -4850898 nChanged 7326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4857048.000000 Penalty: 3737.619385
	Iteration 6F: 3 clusters Score -4857048 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -4861722.500000 Penalty: 3737.619385
	Iteration 7F: 3 clusters Score -4861722 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -4864010.500000 Penalty: 3737.619385
	Iteration 8Q: 3 clusters Score -4864010 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -4865103.500000 Penalty: 3737.619385
	Iteration 9Q: 3 clusters Score -4865104 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -4865783.000000 Penalty: 3737.619385
	Iteration 10Q: 3 clusters Score -4865783 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4866367.500000 Penalty: 3737.619385
	Iteration 11Q: 3 clusters Score -4866368 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4866963.000000 Penalty: 3737.619385
	Iteration 12Q: 3 clusters Score -4866963 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79523 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -4867492.500000 Penalty: 3737.619385
	Iteration 13Q: 3 clusters Score -4867492 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -4867923.000000 Penalty: 3737.619385
	Iteration 14Q: 3 clusters Score -4867923 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4868320.500000 Penalty: 3737.619385
	Iteration 15Q: 3 clusters Score -4868320 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4868736.500000 Penalty: 3737.619385
	Iteration 16Q: 3 clusters Score -4868736 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84488 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -4869110.000000 Penalty: 3737.619385
	Iteration 17Q: 3 clusters Score -4869110 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85636 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -4869556.500000 Penalty: 3737.619385
	Iteration 18Q: 3 clusters Score -4869556 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86703 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4869898.500000 Penalty: 3737.619385
	Iteration 19Q: 3 clusters Score -4869898 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87681 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -4870222.500000 Penalty: 3737.619385
	Iteration 20F: 3 clusters Score -4870222 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -4870530.000000 Penalty: 3737.619385
	Iteration 21Q: 3 clusters Score -4870530 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -4870865.500000 Penalty: 3737.619385
	Iteration 22Q: 3 clusters Score -4870866 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -4871146.500000 Penalty: 3737.619385
	Iteration 23Q: 3 clusters Score -4871146 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90871 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -4871431.000000 Penalty: 3737.619385
	Iteration 24Q: 3 clusters Score -4871431 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -4871665.500000 Penalty: 3737.619385
	Iteration 25Q: 3 clusters Score -4871666 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91937 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4871905.500000 Penalty: 3737.619385
	Iteration 26Q: 3 clusters Score -4871906 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -4872116.000000 Penalty: 3737.619385
	Iteration 27Q: 3 clusters Score -4872116 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -4872295.000000 Penalty: 3737.619385
	Iteration 28Q: 3 clusters Score -4872295 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93102 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -4872481.500000 Penalty: 3737.619385
	Iteration 29Q: 3 clusters Score -4872482 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4872610.000000 Penalty: 3737.619385
	Iteration 30Q: 3 clusters Score -4872610 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93639 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4872724.500000 Penalty: 3737.619385
	Iteration 31Q: 3 clusters Score -4872724 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -4872803.500000 Penalty: 3737.619385
	Iteration 32Q: 3 clusters Score -4872804 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -4872860.000000 Penalty: 3737.619385
	Iteration 33Q: 3 clusters Score -4872860 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -4872893.500000 Penalty: 3737.619385
	Iteration 34Q: 3 clusters Score -4872894 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -4872927.000000 Penalty: 3737.619385
	Iteration 35Q: 3 clusters Score -4872927 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94399 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4872957.000000 Penalty: 3737.619385
	Iteration 36Q: 3 clusters Score -4872957 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94471 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -4872981.000000 Penalty: 3737.619385
	Iteration 37Q: 3 clusters Score -4872981 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -4872993.500000 Penalty: 3737.619385
	Iteration 38Q: 3 clusters Score -4872994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -4872997.000000 Penalty: 3737.619385
	Iteration 39Q: 3 clusters Score -4872997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94632 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -4873011.500000 Penalty: 3737.619385
	Iteration 40F: 3 clusters Score -4873012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4873007.500000 Penalty: 3737.619385
	Iteration 41Q: 3 clusters Score -4873008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94714 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4873022.500000 Penalty: 3737.619385
	Iteration 42Q: 3 clusters Score -4873022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4873030.000000 Penalty: 3737.619385
	Iteration 43Q: 3 clusters Score -4873030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94782 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -4873035.000000 Penalty: 3737.619385
	Iteration 44Q: 3 clusters Score -4873035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -4873032.500000 Penalty: 3737.619385
	Iteration 45Q: 3 clusters Score -4873032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94835 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -4873027.000000 Penalty: 3737.619385
	Iteration 46Q: 3 clusters Score -4873027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4873035.500000 Penalty: 3737.619385
	Iteration 47Q: 3 clusters Score -4873036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -4873030.000000 Penalty: 3737.619385
	Iteration 48Q: 3 clusters Score -4873030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4873026.000000 Penalty: 3737.619385
	Iteration 49Q: 3 clusters Score -4873026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4873034.500000 Penalty: 3737.619385
	Iteration 50Q: 3 clusters Score -4873034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4873040.000000 Penalty: 3737.619385
	Iteration 51Q: 3 clusters Score -4873040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -4873044.000000 Penalty: 3737.619385
	Iteration 52Q: 3 clusters Score -4873044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94976 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -4873042.500000 Penalty: 3737.619385
	Iteration 53Q: 3 clusters Score -4873042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94990 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -4873033.000000 Penalty: 3737.619385
	Iteration 54Q: 3 clusters Score -4873033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95005 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4873036.000000 Penalty: 3737.619385
	Iteration 55Q: 3 clusters Score -4873036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95028 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -4873032.000000 Penalty: 3737.619385
	Iteration 56Q: 3 clusters Score -4873032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4873048.000000 Penalty: 3737.619385
	Iteration 57Q: 3 clusters Score -4873048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -4873044.000000 Penalty: 3737.619385
	Iteration 58Q: 3 clusters Score -4873044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -4873042.000000 Penalty: 3737.619385
	Iteration 59Q: 3 clusters Score -4873042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4873052.000000 Penalty: 3737.619385
	Iteration 60F: 3 clusters Score -4873052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95109 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4873056.500000 Penalty: 3737.619385
	Iteration 61Q: 3 clusters Score -4873056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -4873055.000000 Penalty: 3737.619385
	Iteration 62Q: 3 clusters Score -4873055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -4873056.000000 Penalty: 3737.619385
	Iteration 63Q: 3 clusters Score -4873056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95132 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -4873054.000000 Penalty: 3737.619385
	Iteration 64Q: 3 clusters Score -4873054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4873056.500000 Penalty: 3737.619385
	Iteration 65Q: 3 clusters Score -4873056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -4873056.500000 Penalty: 3737.619385
	Iteration 66F: 3 clusters Score -4873056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -67621.320312 Penalty: 1184.783325
	Iteration 0F: 2 clusters Score -67621.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -65840.523438 Penalty: 2369.566650
	Iteration 0F: 3 clusters Score -65840.52 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -66180.078125 Penalty: 2369.566650
	Iteration 1F: 3 clusters Score -66180.08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -66286.351562 Penalty: 2369.566650
	Iteration 2F: 3 clusters Score -66286.35 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -66345.984375 Penalty: 2369.566650
	Iteration 3Q: 3 clusters Score -66345.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -66385.062500 Penalty: 2369.566650
	Iteration 4Q: 3 clusters Score -66385.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -66411.804688 Penalty: 2369.566650
	Iteration 5Q: 3 clusters Score -66411.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -66429.726562 Penalty: 2369.566650
	Iteration 6Q: 3 clusters Score -66429.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -66439.679688 Penalty: 2369.566650
	Iteration 7Q: 3 clusters Score -66439.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -66446.656250 Penalty: 2369.566650
	Iteration 8Q: 3 clusters Score -66446.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -66451.085938 Penalty: 2369.566650
	Iteration 9Q: 3 clusters Score -66451.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -66454.875000 Penalty: 2369.566650
	Iteration 10Q: 3 clusters Score -66454.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -66458.164062 Penalty: 2369.566650
	Iteration 11Q: 3 clusters Score -66458.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -66460.781250 Penalty: 2369.566650
	Iteration 12Q: 3 clusters Score -66460.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -66463.882812 Penalty: 2369.566650
	Iteration 13Q: 3 clusters Score -66463.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -66465.953125 Penalty: 2369.566650
	Iteration 14Q: 3 clusters Score -66465.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -66468.125000 Penalty: 2369.566650
	Iteration 15Q: 3 clusters Score -66468.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -66470.742188 Penalty: 2369.566650
	Iteration 16Q: 3 clusters Score -66470.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -66471.843750 Penalty: 2369.566650
	Iteration 17Q: 3 clusters Score -66471.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -66471.843750 Penalty: 2369.566650
	Iteration 18F: 3 clusters Score -66471.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -15614.199219 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -15614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14680.977539 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -14680.98 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14782.651367 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -14782.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14812.648438 Penalty: 1930.555664
	Iteration 2Q: 3 clusters Score -14812.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -14824.845703 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -14824.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14840.114258 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -14840.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14849.268555 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -14849.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14849.268555 Penalty: 1930.555664
	Iteration 6F: 3 clusters Score -14849.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Entering Unmasked Estep 
Score: -150957.421875 Penalty: 1323.604736
	Iteration 0F: 2 clusters Score -150957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -147963.906250 Penalty: 2647.209473
	Iteration 0F: 3 clusters Score -147963.9 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -149003.859375 Penalty: 2647.209473
	Iteration 1F: 3 clusters Score -149003.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -149679.140625 Penalty: 2647.209473
	Iteration 2F: 3 clusters Score -149679.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -150365.765625 Penalty: 2647.209473
	Iteration 3F: 3 clusters Score -150365.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -150821.000000 Penalty: 2647.209473
	Iteration 4F: 3 clusters Score -150821 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -151051.578125 Penalty: 2647.209473
	Iteration 5F: 3 clusters Score -151051.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -151155.031250 Penalty: 2647.209473
	Iteration 6Q: 3 clusters Score -151155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -151207.890625 Penalty: 2647.209473
	Iteration 7Q: 3 clusters Score -151207.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -151225.703125 Penalty: 2647.209473
	Iteration 8Q: 3 clusters Score -151225.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -151232.171875 Penalty: 2647.209473
	Iteration 9Q: 3 clusters Score -151232.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -151241.671875 Penalty: 2647.209473
	Iteration 10Q: 3 clusters Score -151241.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -151250.234375 Penalty: 2647.209473
	Iteration 11Q: 3 clusters Score -151250.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -151255.750000 Penalty: 2647.209473
	Iteration 12Q: 3 clusters Score -151255.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -151262.109375 Penalty: 2647.209473
	Iteration 13Q: 3 clusters Score -151262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -151266.375000 Penalty: 2647.209473
	Iteration 14Q: 3 clusters Score -151266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -151269.468750 Penalty: 2647.209473
	Iteration 15Q: 3 clusters Score -151269.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -151274.078125 Penalty: 2647.209473
	Iteration 16Q: 3 clusters Score -151274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -151278.296875 Penalty: 2647.209473
	Iteration 17Q: 3 clusters Score -151278.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -151281.625000 Penalty: 2647.209473
	Iteration 18Q: 3 clusters Score -151281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -151283.468750 Penalty: 2647.209473
	Iteration 19Q: 3 clusters Score -151283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -151285.203125 Penalty: 2647.209473
	Iteration 20F: 3 clusters Score -151285.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -151287.890625 Penalty: 2647.209473
	Iteration 21Q: 3 clusters Score -151287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -151289.328125 Penalty: 2647.209473
	Iteration 22Q: 3 clusters Score -151289.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -151293.328125 Penalty: 2647.209473
	Iteration 23Q: 3 clusters Score -151293.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -151297.093750 Penalty: 2647.209473
	Iteration 24Q: 3 clusters Score -151297.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -151305.140625 Penalty: 2647.209473
	Iteration 25Q: 3 clusters Score -151305.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -151309.234375 Penalty: 2647.209473
	Iteration 26Q: 3 clusters Score -151309.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -151312.171875 Penalty: 2647.209473
	Iteration 27Q: 3 clusters Score -151312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -151313.109375 Penalty: 2647.209473
	Iteration 28Q: 3 clusters Score -151313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -151315.328125 Penalty: 2647.209473
	Iteration 29Q: 3 clusters Score -151315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -151316.875000 Penalty: 2647.209473
	Iteration 30Q: 3 clusters Score -151316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -151317.546875 Penalty: 2647.209473
	Iteration 31Q: 3 clusters Score -151317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -151317.656250 Penalty: 2647.209473
	Iteration 32Q: 3 clusters Score -151317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -151317.656250 Penalty: 2647.209473
	Iteration 33F: 3 clusters Score -151317.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 12148 members 
Mstep: Class 3 contains 27858 members 
Mstep: Class 4 contains 10140 members 
Mstep: Class 5 contains 2022 members 
Mstep: Class 6 contains 9485 members 
Mstep: Class 7 contains 12608 members 
Mstep: Class 8 contains 309009 members 
Mstep: Class 9 contains 98752 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 2788 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 37107 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 5218 members 
Mstep: Class 20 contains 23599 members 
Mstep: Class 21 contains 2701 members 
Entering Unmasked Estep 
Score: -28192432.000000 Penalty: 45319.121094
Splitting cluster 12 changes total score from -28192892.000000 to -28192432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -146115.203125 Penalty: 1289.125488
	Iteration 0F: 2 clusters Score -146115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -143546.968750 Penalty: 2578.250977
	Iteration 0F: 3 clusters Score -143547 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -144133.421875 Penalty: 2578.250977
	Iteration 1F: 3 clusters Score -144133.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -144249.875000 Penalty: 2578.250977
	Iteration 2F: 3 clusters Score -144249.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -144308.187500 Penalty: 2578.250977
	Iteration 3Q: 3 clusters Score -144308.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -144351.859375 Penalty: 2578.250977
	Iteration 4Q: 3 clusters Score -144351.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -144389.890625 Penalty: 2578.250977
	Iteration 5Q: 3 clusters Score -144389.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -144424.281250 Penalty: 2578.250977
	Iteration 6Q: 3 clusters Score -144424.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -144448.203125 Penalty: 2578.250977
	Iteration 7Q: 3 clusters Score -144448.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -144471.531250 Penalty: 2578.250977
	Iteration 8Q: 3 clusters Score -144471.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -144491.046875 Penalty: 2578.250977
	Iteration 9Q: 3 clusters Score -144491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -144507.218750 Penalty: 2578.250977
	Iteration 10Q: 3 clusters Score -144507.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -144519.515625 Penalty: 2578.250977
	Iteration 11Q: 3 clusters Score -144519.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -144527.078125 Penalty: 2578.250977
	Iteration 12Q: 3 clusters Score -144527.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -144535.171875 Penalty: 2578.250977
	Iteration 13Q: 3 clusters Score -144535.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -144540.625000 Penalty: 2578.250977
	Iteration 14Q: 3 clusters Score -144540.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -144544.234375 Penalty: 2578.250977
	Iteration 15Q: 3 clusters Score -144544.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -144547.593750 Penalty: 2578.250977
	Iteration 16Q: 3 clusters Score -144547.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -144550.828125 Penalty: 2578.250977
	Iteration 17Q: 3 clusters Score -144550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -144553.500000 Penalty: 2578.250977
	Iteration 18Q: 3 clusters Score -144553.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -144556.453125 Penalty: 2578.250977
	Iteration 19Q: 3 clusters Score -144556.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -144558.718750 Penalty: 2578.250977
	Iteration 20F: 3 clusters Score -144558.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -144559.593750 Penalty: 2578.250977
	Iteration 21Q: 3 clusters Score -144559.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -144559.625000 Penalty: 2578.250977
	Iteration 22Q: 3 clusters Score -144559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -144559.625000 Penalty: 2578.250977
	Iteration 23F: 3 clusters Score -144559.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -69712.421875 Penalty: 1178.458740
	Iteration 0F: 2 clusters Score -69712.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -68010.859375 Penalty: 2356.917480
	Iteration 0F: 3 clusters Score -68010.86 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -68319.859375 Penalty: 2356.917480
	Iteration 1F: 3 clusters Score -68319.86 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -68404.828125 Penalty: 2356.917480
	Iteration 2F: 3 clusters Score -68404.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -68455.070312 Penalty: 2356.917480
	Iteration 3Q: 3 clusters Score -68455.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -68498.679688 Penalty: 2356.917480
	Iteration 4Q: 3 clusters Score -68498.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -68531.500000 Penalty: 2356.917480
	Iteration 5Q: 3 clusters Score -68531.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -68563.335938 Penalty: 2356.917480
	Iteration 6Q: 3 clusters Score -68563.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -68588.328125 Penalty: 2356.917480
	Iteration 7Q: 3 clusters Score -68588.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -68612.968750 Penalty: 2356.917480
	Iteration 8Q: 3 clusters Score -68612.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -68635.281250 Penalty: 2356.917480
	Iteration 9Q: 3 clusters Score -68635.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -68652.539062 Penalty: 2356.917480
	Iteration 10Q: 3 clusters Score -68652.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -68667.195312 Penalty: 2356.917480
	Iteration 11Q: 3 clusters Score -68667.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -68693.500000 Penalty: 2356.917480
	Iteration 12Q: 3 clusters Score -68693.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -68714.328125 Penalty: 2356.917480
	Iteration 13Q: 3 clusters Score -68714.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -68729.476562 Penalty: 2356.917480
	Iteration 14Q: 3 clusters Score -68729.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -68743.156250 Penalty: 2356.917480
	Iteration 15Q: 3 clusters Score -68743.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -68751.757812 Penalty: 2356.917480
	Iteration 16Q: 3 clusters Score -68751.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68759.171875 Penalty: 2356.917480
	Iteration 17Q: 3 clusters Score -68759.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -68773.023438 Penalty: 2356.917480
	Iteration 18Q: 3 clusters Score -68773.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -68787.164062 Penalty: 2356.917480
	Iteration 19Q: 3 clusters Score -68787.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -68798.484375 Penalty: 2356.917480
	Iteration 20F: 3 clusters Score -68798.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -68807.398438 Penalty: 2356.917480
	Iteration 21Q: 3 clusters Score -68807.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -68814.039062 Penalty: 2356.917480
	Iteration 22Q: 3 clusters Score -68814.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -68823.570312 Penalty: 2356.917480
	Iteration 23Q: 3 clusters Score -68823.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -68832.617188 Penalty: 2356.917480
	Iteration 24Q: 3 clusters Score -68832.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -68838.390625 Penalty: 2356.917480
	Iteration 25Q: 3 clusters Score -68838.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -68841.171875 Penalty: 2356.917480
	Iteration 26Q: 3 clusters Score -68841.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68843.195312 Penalty: 2356.917480
	Iteration 27Q: 3 clusters Score -68843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -68845.023438 Penalty: 2356.917480
	Iteration 28Q: 3 clusters Score -68845.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -68847.359375 Penalty: 2356.917480
	Iteration 29Q: 3 clusters Score -68847.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -68849.875000 Penalty: 2356.917480
	Iteration 30Q: 3 clusters Score -68849.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -68852.265625 Penalty: 2356.917480
	Iteration 31Q: 3 clusters Score -68852.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -68853.734375 Penalty: 2356.917480
	Iteration 32Q: 3 clusters Score -68853.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -68855.226562 Penalty: 2356.917480
	Iteration 33Q: 3 clusters Score -68855.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -68857.484375 Penalty: 2356.917480
	Iteration 34Q: 3 clusters Score -68857.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -68860.851562 Penalty: 2356.917480
	Iteration 35Q: 3 clusters Score -68860.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -68862.531250 Penalty: 2356.917480
	Iteration 36Q: 3 clusters Score -68862.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -68863.625000 Penalty: 2356.917480
	Iteration 37Q: 3 clusters Score -68863.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -68864.773438 Penalty: 2356.917480
	Iteration 38Q: 3 clusters Score -68864.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -68866.281250 Penalty: 2356.917480
	Iteration 39Q: 3 clusters Score -68866.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -68867.843750 Penalty: 2356.917480
	Iteration 40F: 3 clusters Score -68867.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -68868.937500 Penalty: 2356.917480
	Iteration 41Q: 3 clusters Score -68868.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -68870.945312 Penalty: 2356.917480
	Iteration 42Q: 3 clusters Score -68870.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -68872.945312 Penalty: 2356.917480
	Iteration 43Q: 3 clusters Score -68872.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -68877.078125 Penalty: 2356.917480
	Iteration 44Q: 3 clusters Score -68877.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -68882.585938 Penalty: 2356.917480
	Iteration 45Q: 3 clusters Score -68882.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -68888.859375 Penalty: 2356.917480
	Iteration 46Q: 3 clusters Score -68888.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -68892.960938 Penalty: 2356.917480
	Iteration 47Q: 3 clusters Score -68892.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -68902.570312 Penalty: 2356.917480
	Iteration 48Q: 3 clusters Score -68902.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -68911.078125 Penalty: 2356.917480
	Iteration 49Q: 3 clusters Score -68911.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -68919.468750 Penalty: 2356.917480
	Iteration 50Q: 3 clusters Score -68919.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -68928.632812 Penalty: 2356.917480
	Iteration 51Q: 3 clusters Score -68928.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -68952.539062 Penalty: 2356.917480
	Iteration 52Q: 3 clusters Score -68952.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -68989.125000 Penalty: 2356.917480
	Iteration 53Q: 3 clusters Score -68989.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -69038.812500 Penalty: 2356.917480
	Iteration 54Q: 3 clusters Score -69038.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -69119.843750 Penalty: 2356.917480
	Iteration 55Q: 3 clusters Score -69119.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -69177.750000 Penalty: 2356.917480
	Iteration 56Q: 3 clusters Score -69177.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -69225.023438 Penalty: 2356.917480
	Iteration 57Q: 3 clusters Score -69225.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -69264.718750 Penalty: 2356.917480
	Iteration 58Q: 3 clusters Score -69264.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -69286.406250 Penalty: 2356.917480
	Iteration 59Q: 3 clusters Score -69286.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -69305.523438 Penalty: 2356.917480
	Iteration 60F: 3 clusters Score -69305.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -69312.406250 Penalty: 2356.917480
	Iteration 61Q: 3 clusters Score -69312.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -69314.843750 Penalty: 2356.917480
	Iteration 62Q: 3 clusters Score -69314.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -69315.070312 Penalty: 2356.917480
	Iteration 63Q: 3 clusters Score -69315.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -69315.765625 Penalty: 2356.917480
	Iteration 64Q: 3 clusters Score -69315.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -69317.000000 Penalty: 2356.917480
	Iteration 65Q: 3 clusters Score -69317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -69317.898438 Penalty: 2356.917480
	Iteration 66Q: 3 clusters Score -69317.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -69317.898438 Penalty: 2356.917480
	Iteration 67F: 3 clusters Score -69317.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Entering Unmasked Estep 
Score: -1913792.750000 Penalty: 1709.753662
	Iteration 0F: 2 clusters Score -1913793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1888811.375000 Penalty: 3419.507324
	Iteration 0F: 3 clusters Score -1888811 nChanged 17390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -1898634.875000 Penalty: 3419.507324
	Iteration 1F: 3 clusters Score -1898635 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1899205.125000 Penalty: 3419.507324
	Iteration 2Q: 3 clusters Score -1899205 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1899748.250000 Penalty: 3419.507324
	Iteration 3Q: 3 clusters Score -1899748 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -1900360.875000 Penalty: 3419.507324
	Iteration 4Q: 3 clusters Score -1900361 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -1901160.500000 Penalty: 3419.507324
	Iteration 5Q: 3 clusters Score -1901160 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1902214.625000 Penalty: 3419.507324
	Iteration 6Q: 3 clusters Score -1902215 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1903662.250000 Penalty: 3419.507324
	Iteration 7F: 3 clusters Score -1903662 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1905221.500000 Penalty: 3419.507324
	Iteration 8F: 3 clusters Score -1905222 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1906383.750000 Penalty: 3419.507324
	Iteration 9F: 3 clusters Score -1906384 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1906933.375000 Penalty: 3419.507324
	Iteration 10Q: 3 clusters Score -1906933 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1907224.375000 Penalty: 3419.507324
	Iteration 11Q: 3 clusters Score -1907224 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1907432.875000 Penalty: 3419.507324
	Iteration 12Q: 3 clusters Score -1907433 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1907630.375000 Penalty: 3419.507324
	Iteration 13Q: 3 clusters Score -1907630 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1907846.000000 Penalty: 3419.507324
	Iteration 14Q: 3 clusters Score -1907846 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1908049.250000 Penalty: 3419.507324
	Iteration 15Q: 3 clusters Score -1908049 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1908263.625000 Penalty: 3419.507324
	Iteration 16Q: 3 clusters Score -1908264 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1908474.250000 Penalty: 3419.507324
	Iteration 17Q: 3 clusters Score -1908474 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1908702.375000 Penalty: 3419.507324
	Iteration 18Q: 3 clusters Score -1908702 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1908933.625000 Penalty: 3419.507324
	Iteration 19Q: 3 clusters Score -1908934 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1909163.375000 Penalty: 3419.507324
	Iteration 20F: 3 clusters Score -1909163 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1909438.750000 Penalty: 3419.507324
	Iteration 21Q: 3 clusters Score -1909439 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1909715.750000 Penalty: 3419.507324
	Iteration 22Q: 3 clusters Score -1909716 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1910046.375000 Penalty: 3419.507324
	Iteration 23Q: 3 clusters Score -1910046 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1910394.500000 Penalty: 3419.507324
	Iteration 24Q: 3 clusters Score -1910394 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1910735.875000 Penalty: 3419.507324
	Iteration 25Q: 3 clusters Score -1910736 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1911099.750000 Penalty: 3419.507324
	Iteration 26Q: 3 clusters Score -1911100 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1911475.375000 Penalty: 3419.507324
	Iteration 27Q: 3 clusters Score -1911475 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1911777.750000 Penalty: 3419.507324
	Iteration 28Q: 3 clusters Score -1911778 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1912023.625000 Penalty: 3419.507324
	Iteration 29Q: 3 clusters Score -1912024 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1912207.625000 Penalty: 3419.507324
	Iteration 30Q: 3 clusters Score -1912208 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1912339.875000 Penalty: 3419.507324
	Iteration 31Q: 3 clusters Score -1912340 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1912444.500000 Penalty: 3419.507324
	Iteration 32Q: 3 clusters Score -1912444 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1912518.375000 Penalty: 3419.507324
	Iteration 33Q: 3 clusters Score -1912518 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1912585.375000 Penalty: 3419.507324
	Iteration 34Q: 3 clusters Score -1912585 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1912638.000000 Penalty: 3419.507324
	Iteration 35Q: 3 clusters Score -1912638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1912664.250000 Penalty: 3419.507324
	Iteration 36Q: 3 clusters Score -1912664 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1912686.125000 Penalty: 3419.507324
	Iteration 37Q: 3 clusters Score -1912686 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1912698.375000 Penalty: 3419.507324
	Iteration 38Q: 3 clusters Score -1912698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1912715.750000 Penalty: 3419.507324
	Iteration 39Q: 3 clusters Score -1912716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1912763.250000 Penalty: 3419.507324
	Iteration 40F: 3 clusters Score -1912763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1912791.625000 Penalty: 3419.507324
	Iteration 41Q: 3 clusters Score -1912792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1912808.125000 Penalty: 3419.507324
	Iteration 42Q: 3 clusters Score -1912808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1912818.375000 Penalty: 3419.507324
	Iteration 43Q: 3 clusters Score -1912818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1912823.125000 Penalty: 3419.507324
	Iteration 44Q: 3 clusters Score -1912823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1912824.625000 Penalty: 3419.507324
	Iteration 45Q: 3 clusters Score -1912825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1912838.250000 Penalty: 3419.507324
	Iteration 46Q: 3 clusters Score -1912838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1912836.750000 Penalty: 3419.507324
	Iteration 47Q: 3 clusters Score -1912837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1912842.500000 Penalty: 3419.507324
	Iteration 48Q: 3 clusters Score -1912842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1912845.875000 Penalty: 3419.507324
	Iteration 49Q: 3 clusters Score -1912846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1912850.750000 Penalty: 3419.507324
	Iteration 50Q: 3 clusters Score -1912851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1912856.375000 Penalty: 3419.507324
	Iteration 51Q: 3 clusters Score -1912856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1912863.875000 Penalty: 3419.507324
	Iteration 52Q: 3 clusters Score -1912864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1912868.875000 Penalty: 3419.507324
	Iteration 53Q: 3 clusters Score -1912869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1912869.375000 Penalty: 3419.507324
	Iteration 54Q: 3 clusters Score -1912869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1912871.375000 Penalty: 3419.507324
	Iteration 55Q: 3 clusters Score -1912871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1912878.500000 Penalty: 3419.507324
	Iteration 56Q: 3 clusters Score -1912878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1912887.000000 Penalty: 3419.507324
	Iteration 57Q: 3 clusters Score -1912887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1912894.625000 Penalty: 3419.507324
	Iteration 58Q: 3 clusters Score -1912895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1912894.000000 Penalty: 3419.507324
	Iteration 59Q: 3 clusters Score -1912894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1912902.000000 Penalty: 3419.507324
	Iteration 60F: 3 clusters Score -1912902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1912902.625000 Penalty: 3419.507324
	Iteration 61Q: 3 clusters Score -1912903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1912905.750000 Penalty: 3419.507324
	Iteration 62Q: 3 clusters Score -1912906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1912902.375000 Penalty: 3419.507324
	Iteration 63Q: 3 clusters Score -1912902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1912907.750000 Penalty: 3419.507324
	Iteration 64Q: 3 clusters Score -1912908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1912911.750000 Penalty: 3419.507324
	Iteration 65Q: 3 clusters Score -1912912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1912916.625000 Penalty: 3419.507324
	Iteration 66Q: 3 clusters Score -1912917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1912918.125000 Penalty: 3419.507324
	Iteration 67Q: 3 clusters Score -1912918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1912919.125000 Penalty: 3419.507324
	Iteration 68Q: 3 clusters Score -1912919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1912917.750000 Penalty: 3419.507324
	Iteration 69Q: 3 clusters Score -1912918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1912920.750000 Penalty: 3419.507324
	Iteration 70Q: 3 clusters Score -1912921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1912917.375000 Penalty: 3419.507324
	Iteration 71Q: 3 clusters Score -1912917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1912919.625000 Penalty: 3419.507324
	Iteration 72Q: 3 clusters Score -1912920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1912923.000000 Penalty: 3419.507324
	Iteration 73Q: 3 clusters Score -1912923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1912924.125000 Penalty: 3419.507324
	Iteration 74Q: 3 clusters Score -1912924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1912925.375000 Penalty: 3419.507324
	Iteration 75Q: 3 clusters Score -1912925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1912923.125000 Penalty: 3419.507324
	Iteration 76Q: 3 clusters Score -1912923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1912926.125000 Penalty: 3419.507324
	Iteration 77Q: 3 clusters Score -1912926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1912926.125000 Penalty: 3419.507324
	Iteration 78F: 3 clusters Score -1912926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -126160.945312 Penalty: 1283.008301
	Iteration 0F: 2 clusters Score -126160.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -123625.250000 Penalty: 2566.016602
	Iteration 0F: 3 clusters Score -123625.2 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -124242.218750 Penalty: 2566.016602
	Iteration 1F: 3 clusters Score -124242.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -124347.062500 Penalty: 2566.016602
	Iteration 2F: 3 clusters Score -124347.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -124403.429688 Penalty: 2566.016602
	Iteration 3Q: 3 clusters Score -124403.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -124438.023438 Penalty: 2566.016602
	Iteration 4Q: 3 clusters Score -124438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -124466.695312 Penalty: 2566.016602
	Iteration 5Q: 3 clusters Score -124466.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -124491.601562 Penalty: 2566.016602
	Iteration 6Q: 3 clusters Score -124491.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -124521.484375 Penalty: 2566.016602
	Iteration 7Q: 3 clusters Score -124521.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -124543.570312 Penalty: 2566.016602
	Iteration 8Q: 3 clusters Score -124543.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -124561.617188 Penalty: 2566.016602
	Iteration 9Q: 3 clusters Score -124561.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -124575.703125 Penalty: 2566.016602
	Iteration 10Q: 3 clusters Score -124575.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -124584.656250 Penalty: 2566.016602
	Iteration 11Q: 3 clusters Score -124584.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -124590.578125 Penalty: 2566.016602
	Iteration 12Q: 3 clusters Score -124590.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -124594.187500 Penalty: 2566.016602
	Iteration 13Q: 3 clusters Score -124594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -124596.539062 Penalty: 2566.016602
	Iteration 14Q: 3 clusters Score -124596.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -124599.468750 Penalty: 2566.016602
	Iteration 15Q: 3 clusters Score -124599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -124601.664062 Penalty: 2566.016602
	Iteration 16Q: 3 clusters Score -124601.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -124603.273438 Penalty: 2566.016602
	Iteration 17Q: 3 clusters Score -124603.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -124604.187500 Penalty: 2566.016602
	Iteration 18Q: 3 clusters Score -124604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -124604.914062 Penalty: 2566.016602
	Iteration 19Q: 3 clusters Score -124604.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -124605.632812 Penalty: 2566.016602
	Iteration 20F: 3 clusters Score -124605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -124606.765625 Penalty: 2566.016602
	Iteration 21Q: 3 clusters Score -124606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -124607.484375 Penalty: 2566.016602
	Iteration 22Q: 3 clusters Score -124607.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -124608.046875 Penalty: 2566.016602
	Iteration 23Q: 3 clusters Score -124608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -124610.484375 Penalty: 2566.016602
	Iteration 24Q: 3 clusters Score -124610.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -124612.593750 Penalty: 2566.016602
	Iteration 25Q: 3 clusters Score -124612.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -124614.304688 Penalty: 2566.016602
	Iteration 26Q: 3 clusters Score -124614.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -124615.125000 Penalty: 2566.016602
	Iteration 27Q: 3 clusters Score -124615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -124615.531250 Penalty: 2566.016602
	Iteration 28Q: 3 clusters Score -124615.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -124616.242188 Penalty: 2566.016602
	Iteration 29Q: 3 clusters Score -124616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -124616.242188 Penalty: 2566.016602
	Iteration 30F: 3 clusters Score -124616.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -120993.257812 Penalty: 1283.008301
	Iteration 0F: 2 clusters Score -120993.3 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 1339 members 
Entering Unmasked Estep 
Score: -118515.265625 Penalty: 2566.016602
	Iteration 0F: 3 clusters Score -118515.3 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -119137.867188 Penalty: 2566.016602
	Iteration 1F: 3 clusters Score -119137.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -119347.593750 Penalty: 2566.016602
	Iteration 2F: 3 clusters Score -119347.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -119580.226562 Penalty: 2566.016602
	Iteration 3F: 3 clusters Score -119580.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -119859.796875 Penalty: 2566.016602
	Iteration 4F: 3 clusters Score -119859.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -120190.000000 Penalty: 2566.016602
	Iteration 5F: 3 clusters Score -120190 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -120438.937500 Penalty: 2566.016602
	Iteration 6F: 3 clusters Score -120438.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -120554.796875 Penalty: 2566.016602
	Iteration 7Q: 3 clusters Score -120554.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -120627.109375 Penalty: 2566.016602
	Iteration 8Q: 3 clusters Score -120627.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -120675.757812 Penalty: 2566.016602
	Iteration 9Q: 3 clusters Score -120675.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -120713.664062 Penalty: 2566.016602
	Iteration 10Q: 3 clusters Score -120713.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -120729.187500 Penalty: 2566.016602
	Iteration 11Q: 3 clusters Score -120729.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -120738.625000 Penalty: 2566.016602
	Iteration 12Q: 3 clusters Score -120738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -120741.367188 Penalty: 2566.016602
	Iteration 13Q: 3 clusters Score -120741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -120744.085938 Penalty: 2566.016602
	Iteration 14Q: 3 clusters Score -120744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -120744.867188 Penalty: 2566.016602
	Iteration 15Q: 3 clusters Score -120744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -120745.562500 Penalty: 2566.016602
	Iteration 16Q: 3 clusters Score -120745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -120746.171875 Penalty: 2566.016602
	Iteration 17Q: 3 clusters Score -120746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -120746.351562 Penalty: 2566.016602
	Iteration 18Q: 3 clusters Score -120746.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -120746.351562 Penalty: 2566.016602
	Iteration 19F: 3 clusters Score -120746.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Entering Unmasked Estep 
Score: -235936.781250 Penalty: 1388.689331
	Iteration 0F: 2 clusters Score -235936.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -231834.031250 Penalty: 2777.378662
	Iteration 0F: 3 clusters Score -231834 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -233000.125000 Penalty: 2777.378662
	Iteration 1F: 3 clusters Score -233000.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -233192.968750 Penalty: 2777.378662
	Iteration 2F: 3 clusters Score -233193 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -233368.921875 Penalty: 2777.378662
	Iteration 3F: 3 clusters Score -233368.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -233539.578125 Penalty: 2777.378662
	Iteration 4Q: 3 clusters Score -233539.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -233723.000000 Penalty: 2777.378662
	Iteration 5Q: 3 clusters Score -233723 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -233917.312500 Penalty: 2777.378662
	Iteration 6Q: 3 clusters Score -233917.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -234095.875000 Penalty: 2777.378662
	Iteration 7Q: 3 clusters Score -234095.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -234238.531250 Penalty: 2777.378662
	Iteration 8Q: 3 clusters Score -234238.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -234348.296875 Penalty: 2777.378662
	Iteration 9Q: 3 clusters Score -234348.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -234456.953125 Penalty: 2777.378662
	Iteration 10Q: 3 clusters Score -234457 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -234549.484375 Penalty: 2777.378662
	Iteration 11Q: 3 clusters Score -234549.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -234630.671875 Penalty: 2777.378662
	Iteration 12Q: 3 clusters Score -234630.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -234683.812500 Penalty: 2777.378662
	Iteration 13Q: 3 clusters Score -234683.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -234722.312500 Penalty: 2777.378662
	Iteration 14Q: 3 clusters Score -234722.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -234749.843750 Penalty: 2777.378662
	Iteration 15Q: 3 clusters Score -234749.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -234779.750000 Penalty: 2777.378662
	Iteration 16Q: 3 clusters Score -234779.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -234800.656250 Penalty: 2777.378662
	Iteration 17Q: 3 clusters Score -234800.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -234819.968750 Penalty: 2777.378662
	Iteration 18Q: 3 clusters Score -234820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -234839.390625 Penalty: 2777.378662
	Iteration 19Q: 3 clusters Score -234839.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -234858.343750 Penalty: 2777.378662
	Iteration 20F: 3 clusters Score -234858.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -234870.656250 Penalty: 2777.378662
	Iteration 21Q: 3 clusters Score -234870.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -234878.765625 Penalty: 2777.378662
	Iteration 22Q: 3 clusters Score -234878.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -234886.000000 Penalty: 2777.378662
	Iteration 23Q: 3 clusters Score -234886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -234896.265625 Penalty: 2777.378662
	Iteration 24Q: 3 clusters Score -234896.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -234909.937500 Penalty: 2777.378662
	Iteration 25Q: 3 clusters Score -234909.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -234921.187500 Penalty: 2777.378662
	Iteration 26Q: 3 clusters Score -234921.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -234926.875000 Penalty: 2777.378662
	Iteration 27Q: 3 clusters Score -234926.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -234930.828125 Penalty: 2777.378662
	Iteration 28Q: 3 clusters Score -234930.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -234935.296875 Penalty: 2777.378662
	Iteration 29Q: 3 clusters Score -234935.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -234939.187500 Penalty: 2777.378662
	Iteration 30Q: 3 clusters Score -234939.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -234942.656250 Penalty: 2777.378662
	Iteration 31Q: 3 clusters Score -234942.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -234945.968750 Penalty: 2777.378662
	Iteration 32Q: 3 clusters Score -234946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -234947.828125 Penalty: 2777.378662
	Iteration 33Q: 3 clusters Score -234947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -234950.109375 Penalty: 2777.378662
	Iteration 34Q: 3 clusters Score -234950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -234950.500000 Penalty: 2777.378662
	Iteration 35Q: 3 clusters Score -234950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -234950.859375 Penalty: 2777.378662
	Iteration 36Q: 3 clusters Score -234950.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -234950.656250 Penalty: 2777.378662
	Iteration 37Q: 3 clusters Score -234950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -234950.656250 Penalty: 2777.378662
	Iteration 38F: 3 clusters Score -234950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -210076.921875 Penalty: 1390.978882
	Iteration 0F: 2 clusters Score -210076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -205990.859375 Penalty: 2781.957764
	Iteration 0F: 3 clusters Score -205990.9 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -207258.046875 Penalty: 2781.957764
	Iteration 1F: 3 clusters Score -207258 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -207464.531250 Penalty: 2781.957764
	Iteration 2F: 3 clusters Score -207464.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -207613.406250 Penalty: 2781.957764
	Iteration 3F: 3 clusters Score -207613.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -207721.312500 Penalty: 2781.957764
	Iteration 4Q: 3 clusters Score -207721.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -207810.562500 Penalty: 2781.957764
	Iteration 5Q: 3 clusters Score -207810.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -207887.203125 Penalty: 2781.957764
	Iteration 6Q: 3 clusters Score -207887.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -207946.875000 Penalty: 2781.957764
	Iteration 7Q: 3 clusters Score -207946.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -207992.234375 Penalty: 2781.957764
	Iteration 8Q: 3 clusters Score -207992.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -208032.015625 Penalty: 2781.957764
	Iteration 9Q: 3 clusters Score -208032 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -208065.062500 Penalty: 2781.957764
	Iteration 10Q: 3 clusters Score -208065.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -208095.359375 Penalty: 2781.957764
	Iteration 11Q: 3 clusters Score -208095.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -208127.453125 Penalty: 2781.957764
	Iteration 12Q: 3 clusters Score -208127.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -208158.265625 Penalty: 2781.957764
	Iteration 13Q: 3 clusters Score -208158.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -208194.406250 Penalty: 2781.957764
	Iteration 14Q: 3 clusters Score -208194.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -208235.812500 Penalty: 2781.957764
	Iteration 15Q: 3 clusters Score -208235.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -208271.171875 Penalty: 2781.957764
	Iteration 16Q: 3 clusters Score -208271.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -208310.343750 Penalty: 2781.957764
	Iteration 17Q: 3 clusters Score -208310.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -208347.546875 Penalty: 2781.957764
	Iteration 18Q: 3 clusters Score -208347.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -208389.281250 Penalty: 2781.957764
	Iteration 19Q: 3 clusters Score -208389.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -208433.250000 Penalty: 2781.957764
	Iteration 20F: 3 clusters Score -208433.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -208458.937500 Penalty: 2781.957764
	Iteration 21Q: 3 clusters Score -208458.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -208486.187500 Penalty: 2781.957764
	Iteration 22Q: 3 clusters Score -208486.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -208514.093750 Penalty: 2781.957764
	Iteration 23Q: 3 clusters Score -208514.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -208548.875000 Penalty: 2781.957764
	Iteration 24Q: 3 clusters Score -208548.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -208579.265625 Penalty: 2781.957764
	Iteration 25Q: 3 clusters Score -208579.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -208613.906250 Penalty: 2781.957764
	Iteration 26Q: 3 clusters Score -208613.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -208651.750000 Penalty: 2781.957764
	Iteration 27Q: 3 clusters Score -208651.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -208686.765625 Penalty: 2781.957764
	Iteration 28Q: 3 clusters Score -208686.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -208713.468750 Penalty: 2781.957764
	Iteration 29Q: 3 clusters Score -208713.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -208733.562500 Penalty: 2781.957764
	Iteration 30Q: 3 clusters Score -208733.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -208756.671875 Penalty: 2781.957764
	Iteration 31Q: 3 clusters Score -208756.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -208782.031250 Penalty: 2781.957764
	Iteration 32Q: 3 clusters Score -208782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -208804.328125 Penalty: 2781.957764
	Iteration 33Q: 3 clusters Score -208804.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -208824.234375 Penalty: 2781.957764
	Iteration 34Q: 3 clusters Score -208824.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -208840.359375 Penalty: 2781.957764
	Iteration 35Q: 3 clusters Score -208840.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -208862.421875 Penalty: 2781.957764
	Iteration 36Q: 3 clusters Score -208862.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -208883.062500 Penalty: 2781.957764
	Iteration 37Q: 3 clusters Score -208883.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -208900.140625 Penalty: 2781.957764
	Iteration 38Q: 3 clusters Score -208900.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -208911.828125 Penalty: 2781.957764
	Iteration 39Q: 3 clusters Score -208911.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -208922.453125 Penalty: 2781.957764
	Iteration 40F: 3 clusters Score -208922.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -208932.968750 Penalty: 2781.957764
	Iteration 41Q: 3 clusters Score -208933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -208942.890625 Penalty: 2781.957764
	Iteration 42Q: 3 clusters Score -208942.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -208950.859375 Penalty: 2781.957764
	Iteration 43Q: 3 clusters Score -208950.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -208956.437500 Penalty: 2781.957764
	Iteration 44Q: 3 clusters Score -208956.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -208964.687500 Penalty: 2781.957764
	Iteration 45Q: 3 clusters Score -208964.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -208975.250000 Penalty: 2781.957764
	Iteration 46Q: 3 clusters Score -208975.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -208981.437500 Penalty: 2781.957764
	Iteration 47Q: 3 clusters Score -208981.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -208986.843750 Penalty: 2781.957764
	Iteration 48Q: 3 clusters Score -208986.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -208991.640625 Penalty: 2781.957764
	Iteration 49Q: 3 clusters Score -208991.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -208999.203125 Penalty: 2781.957764
	Iteration 50Q: 3 clusters Score -208999.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -209005.921875 Penalty: 2781.957764
	Iteration 51Q: 3 clusters Score -209005.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -209014.656250 Penalty: 2781.957764
	Iteration 52Q: 3 clusters Score -209014.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -209022.078125 Penalty: 2781.957764
	Iteration 53Q: 3 clusters Score -209022.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -209028.765625 Penalty: 2781.957764
	Iteration 54Q: 3 clusters Score -209028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -209034.812500 Penalty: 2781.957764
	Iteration 55Q: 3 clusters Score -209034.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -209043.968750 Penalty: 2781.957764
	Iteration 56Q: 3 clusters Score -209044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -209047.171875 Penalty: 2781.957764
	Iteration 57Q: 3 clusters Score -209047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -209049.109375 Penalty: 2781.957764
	Iteration 58Q: 3 clusters Score -209049.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -209051.968750 Penalty: 2781.957764
	Iteration 59Q: 3 clusters Score -209052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -209054.359375 Penalty: 2781.957764
	Iteration 60F: 3 clusters Score -209054.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -209059.281250 Penalty: 2781.957764
	Iteration 61Q: 3 clusters Score -209059.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -209062.875000 Penalty: 2781.957764
	Iteration 62Q: 3 clusters Score -209062.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -209066.515625 Penalty: 2781.957764
	Iteration 63Q: 3 clusters Score -209066.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -209067.109375 Penalty: 2781.957764
	Iteration 64Q: 3 clusters Score -209067.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -209067.906250 Penalty: 2781.957764
	Iteration 65Q: 3 clusters Score -209067.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -209068.765625 Penalty: 2781.957764
	Iteration 66Q: 3 clusters Score -209068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -209069.062500 Penalty: 2781.957764
	Iteration 67Q: 3 clusters Score -209069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -209070.046875 Penalty: 2781.957764
	Iteration 68Q: 3 clusters Score -209070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -209070.046875 Penalty: 2781.957764
	Iteration 69F: 3 clusters Score -209070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (23599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Entering Unmasked Estep 
Score: -1215724.250000 Penalty: 1636.205933
	Iteration 0F: 2 clusters Score -1215724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1199749.625000 Penalty: 3272.411865
	Iteration 0F: 3 clusters Score -1199750 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1205690.250000 Penalty: 3272.411865
	Iteration 1F: 3 clusters Score -1205690 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1205987.375000 Penalty: 3272.411865
	Iteration 2Q: 3 clusters Score -1205987 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1206269.375000 Penalty: 3272.411865
	Iteration 3Q: 3 clusters Score -1206269 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1206560.375000 Penalty: 3272.411865
	Iteration 4Q: 3 clusters Score -1206560 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1206869.625000 Penalty: 3272.411865
	Iteration 5Q: 3 clusters Score -1206870 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1207280.500000 Penalty: 3272.411865
	Iteration 6Q: 3 clusters Score -1207280 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1207835.000000 Penalty: 3272.411865
	Iteration 7Q: 3 clusters Score -1207835 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1208578.625000 Penalty: 3272.411865
	Iteration 8F: 3 clusters Score -1208579 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1209460.125000 Penalty: 3272.411865
	Iteration 9F: 3 clusters Score -1209460 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1210346.750000 Penalty: 3272.411865
	Iteration 10F: 3 clusters Score -1210347 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1211081.250000 Penalty: 3272.411865
	Iteration 11F: 3 clusters Score -1211081 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1211556.875000 Penalty: 3272.411865
	Iteration 12Q: 3 clusters Score -1211557 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1211829.500000 Penalty: 3272.411865
	Iteration 13Q: 3 clusters Score -1211830 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1212039.500000 Penalty: 3272.411865
	Iteration 14Q: 3 clusters Score -1212040 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1212220.625000 Penalty: 3272.411865
	Iteration 15Q: 3 clusters Score -1212221 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1212392.125000 Penalty: 3272.411865
	Iteration 16Q: 3 clusters Score -1212392 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1212532.500000 Penalty: 3272.411865
	Iteration 17Q: 3 clusters Score -1212532 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1212642.125000 Penalty: 3272.411865
	Iteration 18Q: 3 clusters Score -1212642 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1212730.250000 Penalty: 3272.411865
	Iteration 19Q: 3 clusters Score -1212730 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1212814.125000 Penalty: 3272.411865
	Iteration 20F: 3 clusters Score -1212814 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1212878.375000 Penalty: 3272.411865
	Iteration 21Q: 3 clusters Score -1212878 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1212932.000000 Penalty: 3272.411865
	Iteration 22Q: 3 clusters Score -1212932 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1212983.125000 Penalty: 3272.411865
	Iteration 23Q: 3 clusters Score -1212983 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1213036.125000 Penalty: 3272.411865
	Iteration 24Q: 3 clusters Score -1213036 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1213084.250000 Penalty: 3272.411865
	Iteration 25Q: 3 clusters Score -1213084 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1213122.750000 Penalty: 3272.411865
	Iteration 26Q: 3 clusters Score -1213123 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1213162.625000 Penalty: 3272.411865
	Iteration 27Q: 3 clusters Score -1213163 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1213188.000000 Penalty: 3272.411865
	Iteration 28Q: 3 clusters Score -1213188 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1213226.750000 Penalty: 3272.411865
	Iteration 29Q: 3 clusters Score -1213227 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1213256.625000 Penalty: 3272.411865
	Iteration 30Q: 3 clusters Score -1213257 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1213293.625000 Penalty: 3272.411865
	Iteration 31Q: 3 clusters Score -1213294 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1213323.750000 Penalty: 3272.411865
	Iteration 32Q: 3 clusters Score -1213324 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1213371.875000 Penalty: 3272.411865
	Iteration 33Q: 3 clusters Score -1213372 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1213409.375000 Penalty: 3272.411865
	Iteration 34Q: 3 clusters Score -1213409 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1213453.500000 Penalty: 3272.411865
	Iteration 35Q: 3 clusters Score -1213454 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1213488.000000 Penalty: 3272.411865
	Iteration 36Q: 3 clusters Score -1213488 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1213514.500000 Penalty: 3272.411865
	Iteration 37Q: 3 clusters Score -1213514 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1213542.875000 Penalty: 3272.411865
	Iteration 38Q: 3 clusters Score -1213543 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1213563.125000 Penalty: 3272.411865
	Iteration 39Q: 3 clusters Score -1213563 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1213589.750000 Penalty: 3272.411865
	Iteration 40F: 3 clusters Score -1213590 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1213613.750000 Penalty: 3272.411865
	Iteration 41Q: 3 clusters Score -1213614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1213628.750000 Penalty: 3272.411865
	Iteration 42Q: 3 clusters Score -1213629 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1213646.000000 Penalty: 3272.411865
	Iteration 43Q: 3 clusters Score -1213646 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1213665.000000 Penalty: 3272.411865
	Iteration 44Q: 3 clusters Score -1213665 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1213683.875000 Penalty: 3272.411865
	Iteration 45Q: 3 clusters Score -1213684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1213705.125000 Penalty: 3272.411865
	Iteration 46Q: 3 clusters Score -1213705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1213722.375000 Penalty: 3272.411865
	Iteration 47Q: 3 clusters Score -1213722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1213743.500000 Penalty: 3272.411865
	Iteration 48Q: 3 clusters Score -1213744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1213777.125000 Penalty: 3272.411865
	Iteration 49Q: 3 clusters Score -1213777 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1213801.750000 Penalty: 3272.411865
	Iteration 50Q: 3 clusters Score -1213802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1213832.500000 Penalty: 3272.411865
	Iteration 51Q: 3 clusters Score -1213832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1213858.000000 Penalty: 3272.411865
	Iteration 52Q: 3 clusters Score -1213858 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1213880.125000 Penalty: 3272.411865
	Iteration 53Q: 3 clusters Score -1213880 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1213895.500000 Penalty: 3272.411865
	Iteration 54Q: 3 clusters Score -1213896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1213917.875000 Penalty: 3272.411865
	Iteration 55Q: 3 clusters Score -1213918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1213938.625000 Penalty: 3272.411865
	Iteration 56Q: 3 clusters Score -1213939 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1213951.000000 Penalty: 3272.411865
	Iteration 57Q: 3 clusters Score -1213951 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1213969.500000 Penalty: 3272.411865
	Iteration 58Q: 3 clusters Score -1213970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1213983.250000 Penalty: 3272.411865
	Iteration 59Q: 3 clusters Score -1213983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1213992.500000 Penalty: 3272.411865
	Iteration 60F: 3 clusters Score -1213992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1214005.375000 Penalty: 3272.411865
	Iteration 61Q: 3 clusters Score -1214005 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1214023.375000 Penalty: 3272.411865
	Iteration 62Q: 3 clusters Score -1214023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1214031.625000 Penalty: 3272.411865
	Iteration 63Q: 3 clusters Score -1214032 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1214044.625000 Penalty: 3272.411865
	Iteration 64Q: 3 clusters Score -1214045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1214055.625000 Penalty: 3272.411865
	Iteration 65Q: 3 clusters Score -1214056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1214073.625000 Penalty: 3272.411865
	Iteration 66Q: 3 clusters Score -1214074 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1214082.375000 Penalty: 3272.411865
	Iteration 67Q: 3 clusters Score -1214082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1214091.125000 Penalty: 3272.411865
	Iteration 68Q: 3 clusters Score -1214091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1214093.500000 Penalty: 3272.411865
	Iteration 69Q: 3 clusters Score -1214094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1214094.375000 Penalty: 3272.411865
	Iteration 70Q: 3 clusters Score -1214094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1214106.750000 Penalty: 3272.411865
	Iteration 71Q: 3 clusters Score -1214107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1214111.500000 Penalty: 3272.411865
	Iteration 72Q: 3 clusters Score -1214112 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1214118.375000 Penalty: 3272.411865
	Iteration 73Q: 3 clusters Score -1214118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1214122.500000 Penalty: 3272.411865
	Iteration 74Q: 3 clusters Score -1214122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1214125.000000 Penalty: 3272.411865
	Iteration 75Q: 3 clusters Score -1214125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1214127.875000 Penalty: 3272.411865
	Iteration 76Q: 3 clusters Score -1214128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1214134.750000 Penalty: 3272.411865
	Iteration 77Q: 3 clusters Score -1214135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1214138.125000 Penalty: 3272.411865
	Iteration 78Q: 3 clusters Score -1214138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1214147.500000 Penalty: 3272.411865
	Iteration 79Q: 3 clusters Score -1214148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1214147.875000 Penalty: 3272.411865
	Iteration 80F: 3 clusters Score -1214148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1214150.750000 Penalty: 3272.411865
	Iteration 81Q: 3 clusters Score -1214151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1214150.125000 Penalty: 3272.411865
	Iteration 82Q: 3 clusters Score -1214150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1214151.875000 Penalty: 3272.411865
	Iteration 83Q: 3 clusters Score -1214152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1214156.375000 Penalty: 3272.411865
	Iteration 84Q: 3 clusters Score -1214156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1214157.250000 Penalty: 3272.411865
	Iteration 85Q: 3 clusters Score -1214157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1214154.250000 Penalty: 3272.411865
	Iteration 86Q: 3 clusters Score -1214154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1214156.875000 Penalty: 3272.411865
	Iteration 87Q: 3 clusters Score -1214157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1214157.000000 Penalty: 3272.411865
	Iteration 88Q: 3 clusters Score -1214157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1214156.125000 Penalty: 3272.411865
	Iteration 89Q: 3 clusters Score -1214156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1214156.750000 Penalty: 3272.411865
	Iteration 90Q: 3 clusters Score -1214157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1214154.625000 Penalty: 3272.411865
	Iteration 91Q: 3 clusters Score -1214155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1214155.750000 Penalty: 3272.411865
	Iteration 92Q: 3 clusters Score -1214156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1214158.875000 Penalty: 3272.411865
	Iteration 93Q: 3 clusters Score -1214159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1214157.000000 Penalty: 3272.411865
	Iteration 94Q: 3 clusters Score -1214157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1214160.375000 Penalty: 3272.411865
	Iteration 95Q: 3 clusters Score -1214160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1214163.750000 Penalty: 3272.411865
	Iteration 96Q: 3 clusters Score -1214164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1214166.750000 Penalty: 3272.411865
	Iteration 97Q: 3 clusters Score -1214167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1214168.125000 Penalty: 3272.411865
	Iteration 98Q: 3 clusters Score -1214168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1214171.750000 Penalty: 3272.411865
	Iteration 99Q: 3 clusters Score -1214172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1214174.375000 Penalty: 3272.411865
	Iteration 100F: 3 clusters Score -1214174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1214175.375000 Penalty: 3272.411865
	Iteration 101Q: 3 clusters Score -1214175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1214173.125000 Penalty: 3272.411865
	Iteration 102Q: 3 clusters Score -1214173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1214174.875000 Penalty: 3272.411865
	Iteration 103Q: 3 clusters Score -1214175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1214177.000000 Penalty: 3272.411865
	Iteration 104Q: 3 clusters Score -1214177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1214177.375000 Penalty: 3272.411865
	Iteration 105Q: 3 clusters Score -1214177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1214177.750000 Penalty: 3272.411865
	Iteration 106Q: 3 clusters Score -1214178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1214178.000000 Penalty: 3272.411865
	Iteration 107Q: 3 clusters Score -1214178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1214181.000000 Penalty: 3272.411865
	Iteration 108Q: 3 clusters Score -1214181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1214181.500000 Penalty: 3272.411865
	Iteration 109Q: 3 clusters Score -1214182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1214183.375000 Penalty: 3272.411865
	Iteration 110Q: 3 clusters Score -1214183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1214183.250000 Penalty: 3272.411865
	Iteration 111Q: 3 clusters Score -1214183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1214184.375000 Penalty: 3272.411865
	Iteration 112Q: 3 clusters Score -1214184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1214188.000000 Penalty: 3272.411865
	Iteration 113Q: 3 clusters Score -1214188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1214189.500000 Penalty: 3272.411865
	Iteration 114Q: 3 clusters Score -1214190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1214192.125000 Penalty: 3272.411865
	Iteration 115Q: 3 clusters Score -1214192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1214194.125000 Penalty: 3272.411865
	Iteration 116Q: 3 clusters Score -1214194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1214194.750000 Penalty: 3272.411865
	Iteration 117Q: 3 clusters Score -1214195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1214196.750000 Penalty: 3272.411865
	Iteration 118Q: 3 clusters Score -1214197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1214196.875000 Penalty: 3272.411865
	Iteration 119Q: 3 clusters Score -1214197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1214201.000000 Penalty: 3272.411865
	Iteration 120F: 3 clusters Score -1214201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1214199.875000 Penalty: 3272.411865
	Iteration 121Q: 3 clusters Score -1214200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1214203.000000 Penalty: 3272.411865
	Iteration 122Q: 3 clusters Score -1214203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1214201.250000 Penalty: 3272.411865
	Iteration 123Q: 3 clusters Score -1214201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1214203.000000 Penalty: 3272.411865
	Iteration 124Q: 3 clusters Score -1214203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1214204.375000 Penalty: 3272.411865
	Iteration 125Q: 3 clusters Score -1214204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1214201.375000 Penalty: 3272.411865
	Iteration 126Q: 3 clusters Score -1214201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1214199.500000 Penalty: 3272.411865
	Iteration 127Q: 3 clusters Score -1214200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1214201.750000 Penalty: 3272.411865
	Iteration 128Q: 3 clusters Score -1214202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1214200.750000 Penalty: 3272.411865
	Iteration 129Q: 3 clusters Score -1214201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1214203.125000 Penalty: 3272.411865
	Iteration 130Q: 3 clusters Score -1214203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1214203.125000 Penalty: 3272.411865
	Iteration 131Q: 3 clusters Score -1214203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1214203.000000 Penalty: 3272.411865
	Iteration 132Q: 3 clusters Score -1214203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1214203.375000 Penalty: 3272.411865
	Iteration 133Q: 3 clusters Score -1214203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1214202.125000 Penalty: 3272.411865
	Iteration 134Q: 3 clusters Score -1214202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1214202.125000 Penalty: 3272.411865
	Iteration 135F: 3 clusters Score -1214202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 12148 members 
Mstep: Class 3 contains 27858 members 
Mstep: Class 4 contains 10140 members 
Mstep: Class 5 contains 2022 members 
Mstep: Class 6 contains 9485 members 
Mstep: Class 7 contains 12608 members 
Mstep: Class 8 contains 309009 members 
Mstep: Class 9 contains 98752 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 2788 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 37107 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 5218 members 
Mstep: Class 20 contains 23599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192882.000000 Penalty: 43161.070312
Iteration 119Q: 21 clusters Score -2.819288e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 12136 members 
Mstep: Class 3 contains 27817 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 2021 members 
Mstep: Class 6 contains 9494 members 
Mstep: Class 7 contains 12613 members 
Mstep: Class 8 contains 309166 members 
Mstep: Class 9 contains 98726 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3445 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 36970 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 19 contains 5221 members 
Mstep: Class 20 contains 23631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192980.000000 Penalty: 43161.070312
Iteration 120F: 21 clusters Score -2.819298e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 12131 members 
Mstep: Class 3 contains 27779 members 
Mstep: Class 4 contains 10117 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9506 members 
Mstep: Class 7 contains 12612 members 
Mstep: Class 8 contains 309318 members 
Mstep: Class 9 contains 98697 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 2783 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 36860 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 2696 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 23657 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 21 clusters Score -2.819294e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 12130 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 10103 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9512 members 
Mstep: Class 7 contains 12612 members 
Mstep: Class 8 contains 309503 members 
Mstep: Class 9 contains 98658 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 2781 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 36739 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 5230 members 
Mstep: Class 20 contains 23684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192926.000000 Penalty: 43161.070312
Iteration 122Q: 21 clusters Score -2.819293e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 12123 members 
Mstep: Class 3 contains 27708 members 
Mstep: Class 4 contains 10090 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 12609 members 
Mstep: Class 8 contains 309683 members 
Mstep: Class 9 contains 98629 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 36620 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2713 members 
Mstep: Class 18 contains 5222 members 
Mstep: Class 19 contains 5230 members 
Mstep: Class 20 contains 23705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192886.000000 Penalty: 43161.070312
Iteration 123Q: 21 clusters Score -2.819289e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 12123 members 
Mstep: Class 3 contains 27667 members 
Mstep: Class 4 contains 10086 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9521 members 
Mstep: Class 7 contains 12611 members 
Mstep: Class 8 contains 309857 members 
Mstep: Class 9 contains 98590 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 1412 members 
Mstep: Class 15 contains 36505 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2726 members 
Mstep: Class 18 contains 5233 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 23725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192984.000000 Penalty: 43161.070312
Iteration 124Q: 21 clusters Score -2.819298e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 12122 members 
Mstep: Class 3 contains 27636 members 
Mstep: Class 4 contains 10077 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9529 members 
Mstep: Class 7 contains 12615 members 
Mstep: Class 8 contains 310020 members 
Mstep: Class 9 contains 98550 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3430 members 
Mstep: Class 13 contains 2776 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 36397 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2733 members 
Mstep: Class 18 contains 5244 members 
Mstep: Class 19 contains 5230 members 
Mstep: Class 20 contains 23742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192916.000000 Penalty: 43161.070312
Iteration 125Q: 21 clusters Score -2.819292e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 12119 members 
Mstep: Class 3 contains 27606 members 
Mstep: Class 4 contains 10068 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9537 members 
Mstep: Class 7 contains 12614 members 
Mstep: Class 8 contains 310196 members 
Mstep: Class 9 contains 98514 members 
Mstep: Class 10 contains 1458 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 2775 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 36277 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2736 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 23762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192890.000000 Penalty: 43161.070312
Iteration 126Q: 21 clusters Score -2.819289e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 12113 members 
Mstep: Class 3 contains 27580 members 
Mstep: Class 4 contains 10065 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9546 members 
Mstep: Class 7 contains 12613 members 
Mstep: Class 8 contains 310377 members 
Mstep: Class 9 contains 98481 members 
Mstep: Class 10 contains 1458 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3430 members 
Mstep: Class 13 contains 2775 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 36134 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 2739 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 23779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192992.000000 Penalty: 43161.070312
Iteration 127Q: 21 clusters Score -2.819299e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 12111 members 
Mstep: Class 3 contains 27555 members 
Mstep: Class 4 contains 10051 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9556 members 
Mstep: Class 7 contains 12618 members 
Mstep: Class 8 contains 310578 members 
Mstep: Class 9 contains 98432 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3428 members 
Mstep: Class 13 contains 2774 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 35984 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 2740 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 5226 members 
Mstep: Class 20 contains 23797 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 21 clusters Score -2.819293e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 12109 members 
Mstep: Class 3 contains 27520 members 
Mstep: Class 4 contains 10040 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9560 members 
Mstep: Class 7 contains 12624 members 
Mstep: Class 8 contains 310780 members 
Mstep: Class 9 contains 98385 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3426 members 
Mstep: Class 13 contains 2770 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 35834 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 2744 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 23816 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 21 clusters Score -2.819288e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 12107 members 
Mstep: Class 3 contains 27498 members 
Mstep: Class 4 contains 10032 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9560 members 
Mstep: Class 7 contains 12626 members 
Mstep: Class 8 contains 310972 members 
Mstep: Class 9 contains 98351 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3424 members 
Mstep: Class 13 contains 2769 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 35672 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 17 contains 2746 members 
Mstep: Class 18 contains 5329 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 23832 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 21 clusters Score -2.819289e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 12105 members 
Mstep: Class 3 contains 27477 members 
Mstep: Class 4 contains 10015 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9561 members 
Mstep: Class 7 contains 12624 members 
Mstep: Class 8 contains 311184 members 
Mstep: Class 9 contains 98312 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3424 members 
Mstep: Class 13 contains 2768 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 35516 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 5344 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 23845 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 21 clusters Score -2.819289e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 12105 members 
Mstep: Class 3 contains 27457 members 
Mstep: Class 4 contains 9997 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9562 members 
Mstep: Class 7 contains 12624 members 
Mstep: Class 8 contains 311402 members 
Mstep: Class 9 contains 98262 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3422 members 
Mstep: Class 13 contains 2767 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 35367 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 5356 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 23856 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 21 clusters Score -2.819288e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 12099 members 
Mstep: Class 3 contains 27439 members 
Mstep: Class 4 contains 9973 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9565 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 311577 members 
Mstep: Class 9 contains 98226 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 3420 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 35245 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 23874 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 21 clusters Score -2.81929e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 12094 members 
Mstep: Class 3 contains 27420 members 
Mstep: Class 4 contains 9962 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9566 members 
Mstep: Class 7 contains 12614 members 
Mstep: Class 8 contains 311746 members 
Mstep: Class 9 contains 98188 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 2764 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 35122 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 19 contains 5236 members 
Mstep: Class 20 contains 23895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192896.000000 Penalty: 43161.070312
Iteration 134Q: 21 clusters Score -2.81929e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 12093 members 
Mstep: Class 3 contains 27396 members 
Mstep: Class 4 contains 9950 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9569 members 
Mstep: Class 7 contains 12613 members 
Mstep: Class 8 contains 311922 members 
Mstep: Class 9 contains 98157 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3409 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 34972 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 23919 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 21 clusters Score -2.819287e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 27377 members 
Mstep: Class 4 contains 9944 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9573 members 
Mstep: Class 7 contains 12608 members 
Mstep: Class 8 contains 312095 members 
Mstep: Class 9 contains 98127 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3405 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 34831 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 18 contains 5418 members 
Mstep: Class 19 contains 5233 members 
Mstep: Class 20 contains 23938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192952.000000 Penalty: 43161.070312
Iteration 136Q: 21 clusters Score -2.819295e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 12080 members 
Mstep: Class 3 contains 27364 members 
Mstep: Class 4 contains 9935 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9576 members 
Mstep: Class 7 contains 12606 members 
Mstep: Class 8 contains 312272 members 
Mstep: Class 9 contains 98096 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 34692 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 23958 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 21 clusters Score -2.819291e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 12076 members 
Mstep: Class 3 contains 27351 members 
Mstep: Class 4 contains 9927 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9579 members 
Mstep: Class 7 contains 12600 members 
Mstep: Class 8 contains 312445 members 
Mstep: Class 9 contains 98074 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3395 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 34544 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 5441 members 
Mstep: Class 19 contains 5231 members 
Mstep: Class 20 contains 23977 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 21 clusters Score -2.819296e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 12072 members 
Mstep: Class 3 contains 27330 members 
Mstep: Class 4 contains 9906 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9581 members 
Mstep: Class 7 contains 12598 members 
Mstep: Class 8 contains 312603 members 
Mstep: Class 9 contains 98045 members 
Mstep: Class 10 contains 1459 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3390 members 
Mstep: Class 13 contains 2767 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 34418 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 24003 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 21 clusters Score -2.819297e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 12073 members 
Mstep: Class 3 contains 27315 members 
Mstep: Class 4 contains 9891 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9580 members 
Mstep: Class 7 contains 12596 members 
Mstep: Class 8 contains 312753 members 
Mstep: Class 9 contains 98008 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 2767 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 34300 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 5479 members 
Mstep: Class 19 contains 5233 members 
Mstep: Class 20 contains 24021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192948.000000 Penalty: 43161.070312
Iteration 140F: 21 clusters Score -2.819295e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 12071 members 
Mstep: Class 3 contains 27289 members 
Mstep: Class 4 contains 9874 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9580 members 
Mstep: Class 7 contains 12594 members 
Mstep: Class 8 contains 312904 members 
Mstep: Class 9 contains 97970 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 2767 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 34182 members 
Mstep: Class 16 contains 2684 members 
Mstep: Class 17 contains 2765 members 
Mstep: Class 18 contains 5504 members 
Mstep: Class 19 contains 5236 members 
Mstep: Class 20 contains 24048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192902.000000 Penalty: 43161.070312
Iteration 141Q: 21 clusters Score -2.81929e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 12071 members 
Mstep: Class 3 contains 27255 members 
Mstep: Class 4 contains 9872 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9581 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 313061 members 
Mstep: Class 9 contains 97938 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 34063 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 2766 members 
Mstep: Class 18 contains 5523 members 
Mstep: Class 19 contains 5236 members 
Mstep: Class 20 contains 24068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192912.000000 Penalty: 43161.070312
Iteration 142Q: 21 clusters Score -2.819291e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 12069 members 
Mstep: Class 3 contains 27233 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9581 members 
Mstep: Class 7 contains 12586 members 
Mstep: Class 8 contains 313229 members 
Mstep: Class 9 contains 97911 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 33927 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 2768 members 
Mstep: Class 18 contains 5537 members 
Mstep: Class 19 contains 5230 members 
Mstep: Class 20 contains 24090 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 143Q: 21 clusters Score -2.8193e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 12070 members 
Mstep: Class 3 contains 27212 members 
Mstep: Class 4 contains 9859 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9584 members 
Mstep: Class 7 contains 12581 members 
Mstep: Class 8 contains 313380 members 
Mstep: Class 9 contains 97882 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3369 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 33808 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 5547 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 24112 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 21 clusters Score -2.819303e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 12068 members 
Mstep: Class 3 contains 27192 members 
Mstep: Class 4 contains 9845 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9588 members 
Mstep: Class 7 contains 12580 members 
Mstep: Class 8 contains 313536 members 
Mstep: Class 9 contains 97851 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3365 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 33693 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 5560 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 24128 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 21 clusters Score -2.819306e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 12068 members 
Mstep: Class 3 contains 27173 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9591 members 
Mstep: Class 7 contains 12581 members 
Mstep: Class 8 contains 313682 members 
Mstep: Class 9 contains 97820 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3360 members 
Mstep: Class 13 contains 2760 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 33579 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 5578 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 24140 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 21 clusters Score -2.819308e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 12062 members 
Mstep: Class 3 contains 27156 members 
Mstep: Class 4 contains 9821 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9595 members 
Mstep: Class 7 contains 12576 members 
Mstep: Class 8 contains 313833 members 
Mstep: Class 9 contains 97780 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 33482 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 5598 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 24154 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 21 clusters Score -2.819306e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 12064 members 
Mstep: Class 3 contains 27134 members 
Mstep: Class 4 contains 9805 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9598 members 
Mstep: Class 7 contains 12577 members 
Mstep: Class 8 contains 313984 members 
Mstep: Class 9 contains 97741 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 33362 members 
Mstep: Class 16 contains 2689 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 24174 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 148Q: 21 clusters Score -2.819312e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 27107 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9604 members 
Mstep: Class 7 contains 12575 members 
Mstep: Class 8 contains 314133 members 
Mstep: Class 9 contains 97711 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 33241 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 18 contains 5636 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 24206 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 149Q: 21 clusters Score -2.819316e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 12061 members 
Mstep: Class 3 contains 27079 members 
Mstep: Class 4 contains 9766 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9608 members 
Mstep: Class 7 contains 12579 members 
Mstep: Class 8 contains 314271 members 
Mstep: Class 9 contains 97673 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 33148 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 5663 members 
Mstep: Class 19 contains 5235 members 
Mstep: Class 20 contains 24232 members 
Entering Unmasked Estep 
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Iteration 150Q: 21 clusters Score -2.81932e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 12058 members 
Mstep: Class 3 contains 27045 members 
Mstep: Class 4 contains 9756 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 12584 members 
Mstep: Class 8 contains 314413 members 
Mstep: Class 9 contains 97647 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3331 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 33039 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 5694 members 
Mstep: Class 19 contains 5240 members 
Mstep: Class 20 contains 24247 members 
Entering Unmasked Estep 
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Iteration 151Q: 21 clusters Score -2.819321e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 12055 members 
Mstep: Class 3 contains 27001 members 
Mstep: Class 4 contains 9746 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9613 members 
Mstep: Class 7 contains 12588 members 
Mstep: Class 8 contains 314571 members 
Mstep: Class 9 contains 97599 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3321 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 14 contains 1410 members 
Mstep: Class 15 contains 32932 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 5739 members 
Mstep: Class 19 contains 5239 members 
Mstep: Class 20 contains 24274 members 
Entering Unmasked Estep 
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Iteration 152Q: 21 clusters Score -2.819325e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 12054 members 
Mstep: Class 3 contains 26961 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 12579 members 
Mstep: Class 8 contains 314734 members 
Mstep: Class 9 contains 97550 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3310 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 32824 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 5241 members 
Mstep: Class 20 contains 24305 members 
Entering Unmasked Estep 
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Iteration 153Q: 21 clusters Score -2.819328e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 26920 members 
Mstep: Class 4 contains 9722 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9619 members 
Mstep: Class 7 contains 12571 members 
Mstep: Class 8 contains 314897 members 
Mstep: Class 9 contains 97497 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 32715 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 5828 members 
Mstep: Class 19 contains 5241 members 
Mstep: Class 20 contains 24342 members 
Entering Unmasked Estep 
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Iteration 154Q: 21 clusters Score -2.819333e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 12049 members 
Mstep: Class 3 contains 26873 members 
Mstep: Class 4 contains 9714 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9622 members 
Mstep: Class 7 contains 12570 members 
Mstep: Class 8 contains 315040 members 
Mstep: Class 9 contains 97451 members 
Mstep: Class 10 contains 1460 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3275 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 32611 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 5874 members 
Mstep: Class 19 contains 5246 members 
Mstep: Class 20 contains 24380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193288.000000 Penalty: 43161.070312
Iteration 155Q: 21 clusters Score -2.819329e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 26832 members 
Mstep: Class 4 contains 9710 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9626 members 
Mstep: Class 7 contains 12570 members 
Mstep: Class 8 contains 315175 members 
Mstep: Class 9 contains 97403 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3253 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 32506 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 2796 members 
Mstep: Class 18 contains 5908 members 
Mstep: Class 19 contains 5253 members 
Mstep: Class 20 contains 24422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193274.000000 Penalty: 43161.070312
Iteration 156Q: 21 clusters Score -2.819327e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 12052 members 
Mstep: Class 3 contains 26790 members 
Mstep: Class 4 contains 9705 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9629 members 
Mstep: Class 7 contains 12566 members 
Mstep: Class 8 contains 315331 members 
Mstep: Class 9 contains 97348 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3233 members 
Mstep: Class 13 contains 2764 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 32385 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 2803 members 
Mstep: Class 18 contains 5933 members 
Mstep: Class 19 contains 5266 members 
Mstep: Class 20 contains 24476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193274.000000 Penalty: 43161.070312
Iteration 157Q: 21 clusters Score -2.819327e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 12048 members 
Mstep: Class 3 contains 26746 members 
Mstep: Class 4 contains 9694 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9633 members 
Mstep: Class 7 contains 12566 members 
Mstep: Class 8 contains 315499 members 
Mstep: Class 9 contains 97303 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3215 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 32255 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 5968 members 
Mstep: Class 19 contains 5272 members 
Mstep: Class 20 contains 24518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193328.000000 Penalty: 43161.070312
Iteration 158Q: 21 clusters Score -2.819333e+07 nChanged 428
Entering ConstructFrom: 
Score: -28193328.000000 Penalty: 43161.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Entering Unmasked Estep 
Score: -878860.375000 Penalty: 1585.872070
	Iteration 0F: 2 clusters Score -878860.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -866949.937500 Penalty: 3171.744141
	Iteration 0F: 3 clusters Score -866949.9 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -871109.562500 Penalty: 3171.744141
	Iteration 1F: 3 clusters Score -871109.6 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -871434.937500 Penalty: 3171.744141
	Iteration 2F: 3 clusters Score -871434.9 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -871743.750000 Penalty: 3171.744141
	Iteration 3Q: 3 clusters Score -871743.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -872062.562500 Penalty: 3171.744141
	Iteration 4Q: 3 clusters Score -872062.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -872454.000000 Penalty: 3171.744141
	Iteration 5Q: 3 clusters Score -872454 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -872992.125000 Penalty: 3171.744141
	Iteration 6F: 3 clusters Score -872992.1 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -873684.312500 Penalty: 3171.744141
	Iteration 7F: 3 clusters Score -873684.3 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -874474.187500 Penalty: 3171.744141
	Iteration 8F: 3 clusters Score -874474.2 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -875391.875000 Penalty: 3171.744141
	Iteration 9F: 3 clusters Score -875391.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -876185.937500 Penalty: 3171.744141
	Iteration 10F: 3 clusters Score -876185.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -876785.937500 Penalty: 3171.744141
	Iteration 11Q: 3 clusters Score -876785.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -877103.000000 Penalty: 3171.744141
	Iteration 12Q: 3 clusters Score -877103 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -877245.875000 Penalty: 3171.744141
	Iteration 13Q: 3 clusters Score -877245.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -877337.312500 Penalty: 3171.744141
	Iteration 14Q: 3 clusters Score -877337.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -877387.937500 Penalty: 3171.744141
	Iteration 15Q: 3 clusters Score -877387.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -877422.375000 Penalty: 3171.744141
	Iteration 16Q: 3 clusters Score -877422.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -877441.625000 Penalty: 3171.744141
	Iteration 17Q: 3 clusters Score -877441.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -877456.562500 Penalty: 3171.744141
	Iteration 18Q: 3 clusters Score -877456.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -877470.000000 Penalty: 3171.744141
	Iteration 19Q: 3 clusters Score -877470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -877475.937500 Penalty: 3171.744141
	Iteration 20F: 3 clusters Score -877475.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -877487.000000 Penalty: 3171.744141
	Iteration 21Q: 3 clusters Score -877487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -877494.875000 Penalty: 3171.744141
	Iteration 22Q: 3 clusters Score -877494.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -877498.000000 Penalty: 3171.744141
	Iteration 23Q: 3 clusters Score -877498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -877499.625000 Penalty: 3171.744141
	Iteration 24Q: 3 clusters Score -877499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -877501.187500 Penalty: 3171.744141
	Iteration 25Q: 3 clusters Score -877501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -877501.187500 Penalty: 3171.744141
	Iteration 26F: 3 clusters Score -877501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Entering Unmasked Estep 
Score: -609975.375000 Penalty: 1526.929321
	Iteration 0F: 2 clusters Score -609975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -601519.312500 Penalty: 3053.858643
	Iteration 0F: 3 clusters Score -601519.3 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -604270.500000 Penalty: 3053.858643
	Iteration 1F: 3 clusters Score -604270.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -604544.250000 Penalty: 3053.858643
	Iteration 2F: 3 clusters Score -604544.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -604796.687500 Penalty: 3053.858643
	Iteration 3Q: 3 clusters Score -604796.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -605079.437500 Penalty: 3053.858643
	Iteration 4Q: 3 clusters Score -605079.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -605396.750000 Penalty: 3053.858643
	Iteration 5Q: 3 clusters Score -605396.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -605717.312500 Penalty: 3053.858643
	Iteration 6Q: 3 clusters Score -605717.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -606081.062500 Penalty: 3053.858643
	Iteration 7Q: 3 clusters Score -606081.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -606499.812500 Penalty: 3053.858643
	Iteration 8Q: 3 clusters Score -606499.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -606941.875000 Penalty: 3053.858643
	Iteration 9F: 3 clusters Score -606941.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -607310.312500 Penalty: 3053.858643
	Iteration 10Q: 3 clusters Score -607310.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -607576.937500 Penalty: 3053.858643
	Iteration 11Q: 3 clusters Score -607576.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -607771.750000 Penalty: 3053.858643
	Iteration 12Q: 3 clusters Score -607771.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -607887.937500 Penalty: 3053.858643
	Iteration 13Q: 3 clusters Score -607887.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -607951.250000 Penalty: 3053.858643
	Iteration 14Q: 3 clusters Score -607951.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -607987.625000 Penalty: 3053.858643
	Iteration 15Q: 3 clusters Score -607987.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -608015.250000 Penalty: 3053.858643
	Iteration 16Q: 3 clusters Score -608015.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -608037.750000 Penalty: 3053.858643
	Iteration 17Q: 3 clusters Score -608037.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -608058.750000 Penalty: 3053.858643
	Iteration 18Q: 3 clusters Score -608058.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -608078.062500 Penalty: 3053.858643
	Iteration 19Q: 3 clusters Score -608078.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -608098.812500 Penalty: 3053.858643
	Iteration 20F: 3 clusters Score -608098.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -608110.625000 Penalty: 3053.858643
	Iteration 21Q: 3 clusters Score -608110.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -608123.125000 Penalty: 3053.858643
	Iteration 22Q: 3 clusters Score -608123.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -608130.375000 Penalty: 3053.858643
	Iteration 23Q: 3 clusters Score -608130.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -608141.687500 Penalty: 3053.858643
	Iteration 24Q: 3 clusters Score -608141.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -608153.125000 Penalty: 3053.858643
	Iteration 25Q: 3 clusters Score -608153.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -608163.062500 Penalty: 3053.858643
	Iteration 26Q: 3 clusters Score -608163.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -608174.250000 Penalty: 3053.858643
	Iteration 27Q: 3 clusters Score -608174.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -608187.312500 Penalty: 3053.858643
	Iteration 28Q: 3 clusters Score -608187.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -608201.312500 Penalty: 3053.858643
	Iteration 29Q: 3 clusters Score -608201.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -608216.000000 Penalty: 3053.858643
	Iteration 30Q: 3 clusters Score -608216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -608227.000000 Penalty: 3053.858643
	Iteration 31Q: 3 clusters Score -608227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -608236.062500 Penalty: 3053.858643
	Iteration 32Q: 3 clusters Score -608236.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -608245.437500 Penalty: 3053.858643
	Iteration 33Q: 3 clusters Score -608245.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -608251.500000 Penalty: 3053.858643
	Iteration 34Q: 3 clusters Score -608251.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -608260.250000 Penalty: 3053.858643
	Iteration 35Q: 3 clusters Score -608260.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -608262.187500 Penalty: 3053.858643
	Iteration 36Q: 3 clusters Score -608262.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -608266.187500 Penalty: 3053.858643
	Iteration 37Q: 3 clusters Score -608266.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -608270.750000 Penalty: 3053.858643
	Iteration 38Q: 3 clusters Score -608270.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -608275.812500 Penalty: 3053.858643
	Iteration 39Q: 3 clusters Score -608275.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -608280.812500 Penalty: 3053.858643
	Iteration 40F: 3 clusters Score -608280.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -608283.562500 Penalty: 3053.858643
	Iteration 41Q: 3 clusters Score -608283.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -608285.187500 Penalty: 3053.858643
	Iteration 42Q: 3 clusters Score -608285.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -608285.562500 Penalty: 3053.858643
	Iteration 43Q: 3 clusters Score -608285.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -608286.937500 Penalty: 3053.858643
	Iteration 44Q: 3 clusters Score -608286.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -608291.375000 Penalty: 3053.858643
	Iteration 45Q: 3 clusters Score -608291.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -608295.125000 Penalty: 3053.858643
	Iteration 46Q: 3 clusters Score -608295.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -608302.750000 Penalty: 3053.858643
	Iteration 47Q: 3 clusters Score -608302.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -608309.562500 Penalty: 3053.858643
	Iteration 48Q: 3 clusters Score -608309.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -608314.125000 Penalty: 3053.858643
	Iteration 49Q: 3 clusters Score -608314.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -608320.437500 Penalty: 3053.858643
	Iteration 50Q: 3 clusters Score -608320.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -608325.375000 Penalty: 3053.858643
	Iteration 51Q: 3 clusters Score -608325.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -608328.937500 Penalty: 3053.858643
	Iteration 52Q: 3 clusters Score -608328.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -608329.375000 Penalty: 3053.858643
	Iteration 53Q: 3 clusters Score -608329.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -608332.625000 Penalty: 3053.858643
	Iteration 54Q: 3 clusters Score -608332.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -608333.125000 Penalty: 3053.858643
	Iteration 55Q: 3 clusters Score -608333.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -608334.375000 Penalty: 3053.858643
	Iteration 56Q: 3 clusters Score -608334.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -608336.500000 Penalty: 3053.858643
	Iteration 57Q: 3 clusters Score -608336.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -608339.250000 Penalty: 3053.858643
	Iteration 58Q: 3 clusters Score -608339.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -608342.750000 Penalty: 3053.858643
	Iteration 59Q: 3 clusters Score -608342.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -608345.062500 Penalty: 3053.858643
	Iteration 60F: 3 clusters Score -608345.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -608347.750000 Penalty: 3053.858643
	Iteration 61Q: 3 clusters Score -608347.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -608353.312500 Penalty: 3053.858643
	Iteration 62Q: 3 clusters Score -608353.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -608354.250000 Penalty: 3053.858643
	Iteration 63Q: 3 clusters Score -608354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -608355.812500 Penalty: 3053.858643
	Iteration 64Q: 3 clusters Score -608355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -608356.687500 Penalty: 3053.858643
	Iteration 65Q: 3 clusters Score -608356.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -608355.062500 Penalty: 3053.858643
	Iteration 66Q: 3 clusters Score -608355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -608356.687500 Penalty: 3053.858643
	Iteration 67Q: 3 clusters Score -608356.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -608356.687500 Penalty: 3053.858643
	Iteration 68F: 3 clusters Score -608356.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Entering Unmasked Estep 
Score: -1285150.000000 Penalty: 1656.201172
	Iteration 0F: 2 clusters Score -1285150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1267256.875000 Penalty: 3312.402344
	Iteration 0F: 3 clusters Score -1267257 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1274133.125000 Penalty: 3312.402344
	Iteration 1F: 3 clusters Score -1274133 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1274782.250000 Penalty: 3312.402344
	Iteration 2F: 3 clusters Score -1274782 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1275511.625000 Penalty: 3312.402344
	Iteration 3F: 3 clusters Score -1275512 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1276320.750000 Penalty: 3312.402344
	Iteration 4F: 3 clusters Score -1276321 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1277180.000000 Penalty: 3312.402344
	Iteration 5F: 3 clusters Score -1277180 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1278050.000000 Penalty: 3312.402344
	Iteration 6F: 3 clusters Score -1278050 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1278865.375000 Penalty: 3312.402344
	Iteration 7F: 3 clusters Score -1278865 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1279520.250000 Penalty: 3312.402344
	Iteration 8Q: 3 clusters Score -1279520 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1280055.875000 Penalty: 3312.402344
	Iteration 9Q: 3 clusters Score -1280056 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -1280474.250000 Penalty: 3312.402344
	Iteration 10Q: 3 clusters Score -1280474 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1280745.250000 Penalty: 3312.402344
	Iteration 11Q: 3 clusters Score -1280745 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1280913.750000 Penalty: 3312.402344
	Iteration 12Q: 3 clusters Score -1280914 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1281055.750000 Penalty: 3312.402344
	Iteration 13Q: 3 clusters Score -1281056 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1281193.125000 Penalty: 3312.402344
	Iteration 14Q: 3 clusters Score -1281193 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1281337.250000 Penalty: 3312.402344
	Iteration 15Q: 3 clusters Score -1281337 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1281474.375000 Penalty: 3312.402344
	Iteration 16Q: 3 clusters Score -1281474 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1281624.250000 Penalty: 3312.402344
	Iteration 17Q: 3 clusters Score -1281624 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1281771.625000 Penalty: 3312.402344
	Iteration 18Q: 3 clusters Score -1281772 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1281931.875000 Penalty: 3312.402344
	Iteration 19Q: 3 clusters Score -1281932 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1282104.125000 Penalty: 3312.402344
	Iteration 20F: 3 clusters Score -1282104 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1282307.250000 Penalty: 3312.402344
	Iteration 21Q: 3 clusters Score -1282307 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1282529.375000 Penalty: 3312.402344
	Iteration 22Q: 3 clusters Score -1282529 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1282768.000000 Penalty: 3312.402344
	Iteration 23Q: 3 clusters Score -1282768 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1282996.375000 Penalty: 3312.402344
	Iteration 24Q: 3 clusters Score -1282996 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1283222.875000 Penalty: 3312.402344
	Iteration 25Q: 3 clusters Score -1283223 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1283439.750000 Penalty: 3312.402344
	Iteration 26Q: 3 clusters Score -1283440 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1283622.125000 Penalty: 3312.402344
	Iteration 27Q: 3 clusters Score -1283622 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1283819.250000 Penalty: 3312.402344
	Iteration 28Q: 3 clusters Score -1283819 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1283997.375000 Penalty: 3312.402344
	Iteration 29Q: 3 clusters Score -1283997 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1284191.500000 Penalty: 3312.402344
	Iteration 30Q: 3 clusters Score -1284192 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1284374.625000 Penalty: 3312.402344
	Iteration 31Q: 3 clusters Score -1284375 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1284530.875000 Penalty: 3312.402344
	Iteration 32Q: 3 clusters Score -1284531 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1284662.500000 Penalty: 3312.402344
	Iteration 33Q: 3 clusters Score -1284662 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1284739.875000 Penalty: 3312.402344
	Iteration 34Q: 3 clusters Score -1284740 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1284798.125000 Penalty: 3312.402344
	Iteration 35Q: 3 clusters Score -1284798 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1284822.500000 Penalty: 3312.402344
	Iteration 36Q: 3 clusters Score -1284822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1284855.500000 Penalty: 3312.402344
	Iteration 37Q: 3 clusters Score -1284856 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1284876.625000 Penalty: 3312.402344
	Iteration 38Q: 3 clusters Score -1284877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1284892.875000 Penalty: 3312.402344
	Iteration 39Q: 3 clusters Score -1284893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1284907.250000 Penalty: 3312.402344
	Iteration 40F: 3 clusters Score -1284907 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1284915.250000 Penalty: 3312.402344
	Iteration 41Q: 3 clusters Score -1284915 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1284930.500000 Penalty: 3312.402344
	Iteration 42Q: 3 clusters Score -1284930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1284941.250000 Penalty: 3312.402344
	Iteration 43Q: 3 clusters Score -1284941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1284944.500000 Penalty: 3312.402344
	Iteration 44Q: 3 clusters Score -1284944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1284949.625000 Penalty: 3312.402344
	Iteration 45Q: 3 clusters Score -1284950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1284956.625000 Penalty: 3312.402344
	Iteration 46Q: 3 clusters Score -1284957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1284959.000000 Penalty: 3312.402344
	Iteration 47Q: 3 clusters Score -1284959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1284959.000000 Penalty: 3312.402344
	Iteration 48Q: 3 clusters Score -1284959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1284957.250000 Penalty: 3312.402344
	Iteration 49Q: 3 clusters Score -1284957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1284957.000000 Penalty: 3312.402344
	Iteration 50Q: 3 clusters Score -1284957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1284956.125000 Penalty: 3312.402344
	Iteration 51Q: 3 clusters Score -1284956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1284955.375000 Penalty: 3312.402344
	Iteration 52Q: 3 clusters Score -1284955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1284955.750000 Penalty: 3312.402344
	Iteration 53Q: 3 clusters Score -1284956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1284956.625000 Penalty: 3312.402344
	Iteration 54Q: 3 clusters Score -1284957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1284957.125000 Penalty: 3312.402344
	Iteration 55Q: 3 clusters Score -1284957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1284957.125000 Penalty: 3312.402344
	Iteration 56F: 3 clusters Score -1284957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Entering Unmasked Estep 
Score: -471050.968750 Penalty: 1491.563110
	Iteration 0F: 2 clusters Score -471051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -464151.250000 Penalty: 2983.126221
	Iteration 0F: 3 clusters Score -464151.2 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -466425.187500 Penalty: 2983.126221
	Iteration 1F: 3 clusters Score -466425.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -466765.562500 Penalty: 2983.126221
	Iteration 2F: 3 clusters Score -466765.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -467103.062500 Penalty: 2983.126221
	Iteration 3F: 3 clusters Score -467103.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -467419.875000 Penalty: 2983.126221
	Iteration 4F: 3 clusters Score -467419.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -467780.937500 Penalty: 2983.126221
	Iteration 5F: 3 clusters Score -467780.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -468195.218750 Penalty: 2983.126221
	Iteration 6F: 3 clusters Score -468195.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -468615.312500 Penalty: 2983.126221
	Iteration 7F: 3 clusters Score -468615.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -469030.656250 Penalty: 2983.126221
	Iteration 8Q: 3 clusters Score -469030.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -469314.781250 Penalty: 2983.126221
	Iteration 9Q: 3 clusters Score -469314.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -469480.000000 Penalty: 2983.126221
	Iteration 10Q: 3 clusters Score -469480 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -469595.531250 Penalty: 2983.126221
	Iteration 11Q: 3 clusters Score -469595.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -469671.625000 Penalty: 2983.126221
	Iteration 12Q: 3 clusters Score -469671.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -469716.687500 Penalty: 2983.126221
	Iteration 13Q: 3 clusters Score -469716.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -469749.781250 Penalty: 2983.126221
	Iteration 14Q: 3 clusters Score -469749.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -469768.875000 Penalty: 2983.126221
	Iteration 15Q: 3 clusters Score -469768.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -469787.156250 Penalty: 2983.126221
	Iteration 16Q: 3 clusters Score -469787.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -469803.968750 Penalty: 2983.126221
	Iteration 17Q: 3 clusters Score -469804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -469817.968750 Penalty: 2983.126221
	Iteration 18Q: 3 clusters Score -469818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -469829.343750 Penalty: 2983.126221
	Iteration 19Q: 3 clusters Score -469829.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -469841.500000 Penalty: 2983.126221
	Iteration 20F: 3 clusters Score -469841.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -469852.937500 Penalty: 2983.126221
	Iteration 21Q: 3 clusters Score -469852.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -469864.375000 Penalty: 2983.126221
	Iteration 22Q: 3 clusters Score -469864.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -469870.062500 Penalty: 2983.126221
	Iteration 23Q: 3 clusters Score -469870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -469872.468750 Penalty: 2983.126221
	Iteration 24Q: 3 clusters Score -469872.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -469876.718750 Penalty: 2983.126221
	Iteration 25Q: 3 clusters Score -469876.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -469879.531250 Penalty: 2983.126221
	Iteration 26Q: 3 clusters Score -469879.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -469882.218750 Penalty: 2983.126221
	Iteration 27Q: 3 clusters Score -469882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -469884.531250 Penalty: 2983.126221
	Iteration 28Q: 3 clusters Score -469884.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -469886.437500 Penalty: 2983.126221
	Iteration 29Q: 3 clusters Score -469886.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -469887.656250 Penalty: 2983.126221
	Iteration 30Q: 3 clusters Score -469887.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -469887.906250 Penalty: 2983.126221
	Iteration 31Q: 3 clusters Score -469887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -469888.968750 Penalty: 2983.126221
	Iteration 32Q: 3 clusters Score -469889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -469888.968750 Penalty: 2983.126221
	Iteration 33F: 3 clusters Score -469889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Entering Unmasked Estep 
Score: -92517.390625 Penalty: 1236.683105
	Iteration 0F: 2 clusters Score -92517.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -90426.414062 Penalty: 2473.366211
	Iteration 0F: 3 clusters Score -90426.41 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -90893.328125 Penalty: 2473.366211
	Iteration 1F: 3 clusters Score -90893.33 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -91009.210938 Penalty: 2473.366211
	Iteration 2F: 3 clusters Score -91009.21 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -91065.265625 Penalty: 2473.366211
	Iteration 3Q: 3 clusters Score -91065.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -91105.750000 Penalty: 2473.366211
	Iteration 4Q: 3 clusters Score -91105.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -91135.710938 Penalty: 2473.366211
	Iteration 5Q: 3 clusters Score -91135.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -91157.289062 Penalty: 2473.366211
	Iteration 6Q: 3 clusters Score -91157.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -91174.507812 Penalty: 2473.366211
	Iteration 7Q: 3 clusters Score -91174.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -91195.882812 Penalty: 2473.366211
	Iteration 8Q: 3 clusters Score -91195.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -91224.914062 Penalty: 2473.366211
	Iteration 9Q: 3 clusters Score -91224.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -91245.437500 Penalty: 2473.366211
	Iteration 10Q: 3 clusters Score -91245.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -91266.937500 Penalty: 2473.366211
	Iteration 11Q: 3 clusters Score -91266.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -91292.296875 Penalty: 2473.366211
	Iteration 12Q: 3 clusters Score -91292.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -91323.656250 Penalty: 2473.366211
	Iteration 13Q: 3 clusters Score -91323.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -91353.500000 Penalty: 2473.366211
	Iteration 14Q: 3 clusters Score -91353.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -91374.000000 Penalty: 2473.366211
	Iteration 15Q: 3 clusters Score -91374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -91388.843750 Penalty: 2473.366211
	Iteration 16Q: 3 clusters Score -91388.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -91398.500000 Penalty: 2473.366211
	Iteration 17Q: 3 clusters Score -91398.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -91401.703125 Penalty: 2473.366211
	Iteration 18Q: 3 clusters Score -91401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -91404.046875 Penalty: 2473.366211
	Iteration 19Q: 3 clusters Score -91404.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -91407.398438 Penalty: 2473.366211
	Iteration 20F: 3 clusters Score -91407.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -91409.085938 Penalty: 2473.366211
	Iteration 21Q: 3 clusters Score -91409.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -91410.617188 Penalty: 2473.366211
	Iteration 22Q: 3 clusters Score -91410.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -91414.695312 Penalty: 2473.366211
	Iteration 23Q: 3 clusters Score -91414.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -91417.570312 Penalty: 2473.366211
	Iteration 24Q: 3 clusters Score -91417.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -91419.562500 Penalty: 2473.366211
	Iteration 25Q: 3 clusters Score -91419.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -91421.640625 Penalty: 2473.366211
	Iteration 26Q: 3 clusters Score -91421.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -91427.609375 Penalty: 2473.366211
	Iteration 27Q: 3 clusters Score -91427.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -91431.054688 Penalty: 2473.366211
	Iteration 28Q: 3 clusters Score -91431.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -91434.265625 Penalty: 2473.366211
	Iteration 29Q: 3 clusters Score -91434.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -91436.734375 Penalty: 2473.366211
	Iteration 30Q: 3 clusters Score -91436.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -91440.109375 Penalty: 2473.366211
	Iteration 31Q: 3 clusters Score -91440.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -91446.578125 Penalty: 2473.366211
	Iteration 32Q: 3 clusters Score -91446.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -91453.031250 Penalty: 2473.366211
	Iteration 33Q: 3 clusters Score -91453.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -91458.257812 Penalty: 2473.366211
	Iteration 34Q: 3 clusters Score -91458.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -91463.890625 Penalty: 2473.366211
	Iteration 35Q: 3 clusters Score -91463.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -91468.843750 Penalty: 2473.366211
	Iteration 36Q: 3 clusters Score -91468.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -91475.234375 Penalty: 2473.366211
	Iteration 37Q: 3 clusters Score -91475.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -91484.601562 Penalty: 2473.366211
	Iteration 38Q: 3 clusters Score -91484.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -91491.351562 Penalty: 2473.366211
	Iteration 39Q: 3 clusters Score -91491.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -91502.648438 Penalty: 2473.366211
	Iteration 40F: 3 clusters Score -91502.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -91513.742188 Penalty: 2473.366211
	Iteration 41Q: 3 clusters Score -91513.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -91525.281250 Penalty: 2473.366211
	Iteration 42Q: 3 clusters Score -91525.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -91538.882812 Penalty: 2473.366211
	Iteration 43Q: 3 clusters Score -91538.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -91546.437500 Penalty: 2473.366211
	Iteration 44Q: 3 clusters Score -91546.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -91550.570312 Penalty: 2473.366211
	Iteration 45Q: 3 clusters Score -91550.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -91556.187500 Penalty: 2473.366211
	Iteration 46Q: 3 clusters Score -91556.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -91560.429688 Penalty: 2473.366211
	Iteration 47Q: 3 clusters Score -91560.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -91567.062500 Penalty: 2473.366211
	Iteration 48Q: 3 clusters Score -91567.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -91570.148438 Penalty: 2473.366211
	Iteration 49Q: 3 clusters Score -91570.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -91576.960938 Penalty: 2473.366211
	Iteration 50Q: 3 clusters Score -91576.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -91584.468750 Penalty: 2473.366211
	Iteration 51Q: 3 clusters Score -91584.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -91591.281250 Penalty: 2473.366211
	Iteration 52Q: 3 clusters Score -91591.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -91595.218750 Penalty: 2473.366211
	Iteration 53Q: 3 clusters Score -91595.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -91601.664062 Penalty: 2473.366211
	Iteration 54Q: 3 clusters Score -91601.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -91605.796875 Penalty: 2473.366211
	Iteration 55Q: 3 clusters Score -91605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -91609.148438 Penalty: 2473.366211
	Iteration 56Q: 3 clusters Score -91609.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -91611.929688 Penalty: 2473.366211
	Iteration 57Q: 3 clusters Score -91611.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -91616.875000 Penalty: 2473.366211
	Iteration 58Q: 3 clusters Score -91616.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -91618.468750 Penalty: 2473.366211
	Iteration 59Q: 3 clusters Score -91618.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -91619.843750 Penalty: 2473.366211
	Iteration 60F: 3 clusters Score -91619.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -91620.828125 Penalty: 2473.366211
	Iteration 61Q: 3 clusters Score -91620.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -91623.132812 Penalty: 2473.366211
	Iteration 62Q: 3 clusters Score -91623.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -91625.109375 Penalty: 2473.366211
	Iteration 63Q: 3 clusters Score -91625.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -91625.781250 Penalty: 2473.366211
	Iteration 64Q: 3 clusters Score -91625.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -91625.781250 Penalty: 2473.366211
	Iteration 65F: 3 clusters Score -91625.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Entering Unmasked Estep 
Score: -471155.500000 Penalty: 1490.621216
	Iteration 0F: 2 clusters Score -471155.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -464244.750000 Penalty: 2981.242432
	Iteration 0F: 3 clusters Score -464244.8 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -466416.125000 Penalty: 2981.242432
	Iteration 1F: 3 clusters Score -466416.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -466592.437500 Penalty: 2981.242432
	Iteration 2F: 3 clusters Score -466592.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -466727.062500 Penalty: 2981.242432
	Iteration 3Q: 3 clusters Score -466727.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -466829.000000 Penalty: 2981.242432
	Iteration 4Q: 3 clusters Score -466829 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -466938.593750 Penalty: 2981.242432
	Iteration 5Q: 3 clusters Score -466938.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -467046.718750 Penalty: 2981.242432
	Iteration 6Q: 3 clusters Score -467046.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -467166.406250 Penalty: 2981.242432
	Iteration 7Q: 3 clusters Score -467166.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -467327.031250 Penalty: 2981.242432
	Iteration 8Q: 3 clusters Score -467327 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -467542.812500 Penalty: 2981.242432
	Iteration 9Q: 3 clusters Score -467542.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -467831.000000 Penalty: 2981.242432
	Iteration 10Q: 3 clusters Score -467831 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -468192.781250 Penalty: 2981.242432
	Iteration 11F: 3 clusters Score -468192.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -468568.468750 Penalty: 2981.242432
	Iteration 12F: 3 clusters Score -468568.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -468946.531250 Penalty: 2981.242432
	Iteration 13Q: 3 clusters Score -468946.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -469255.781250 Penalty: 2981.242432
	Iteration 14Q: 3 clusters Score -469255.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -469503.000000 Penalty: 2981.242432
	Iteration 15Q: 3 clusters Score -469503 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -469656.187500 Penalty: 2981.242432
	Iteration 16Q: 3 clusters Score -469656.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -469730.250000 Penalty: 2981.242432
	Iteration 17Q: 3 clusters Score -469730.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -469768.968750 Penalty: 2981.242432
	Iteration 18Q: 3 clusters Score -469769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -469788.250000 Penalty: 2981.242432
	Iteration 19Q: 3 clusters Score -469788.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -469801.218750 Penalty: 2981.242432
	Iteration 20F: 3 clusters Score -469801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -469815.093750 Penalty: 2981.242432
	Iteration 21Q: 3 clusters Score -469815.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -469830.062500 Penalty: 2981.242432
	Iteration 22Q: 3 clusters Score -469830.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -469841.000000 Penalty: 2981.242432
	Iteration 23Q: 3 clusters Score -469841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -469846.093750 Penalty: 2981.242432
	Iteration 24Q: 3 clusters Score -469846.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -469850.906250 Penalty: 2981.242432
	Iteration 25Q: 3 clusters Score -469850.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -469852.781250 Penalty: 2981.242432
	Iteration 26Q: 3 clusters Score -469852.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -469852.781250 Penalty: 2981.242432
	Iteration 27F: 3 clusters Score -469852.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Entering Unmasked Estep 
Score: -613365.875000 Penalty: 1533.809814
	Iteration 0F: 2 clusters Score -613365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -604518.750000 Penalty: 3067.619629
	Iteration 0F: 3 clusters Score -604518.8 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -607451.875000 Penalty: 3067.619629
	Iteration 1F: 3 clusters Score -607451.9 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -607721.437500 Penalty: 3067.619629
	Iteration 2F: 3 clusters Score -607721.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -607958.437500 Penalty: 3067.619629
	Iteration 3Q: 3 clusters Score -607958.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -608243.500000 Penalty: 3067.619629
	Iteration 4Q: 3 clusters Score -608243.5 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -608683.812500 Penalty: 3067.619629
	Iteration 5Q: 3 clusters Score -608683.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -609258.375000 Penalty: 3067.619629
	Iteration 6F: 3 clusters Score -609258.4 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -609891.937500 Penalty: 3067.619629
	Iteration 7F: 3 clusters Score -609891.9 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -610618.500000 Penalty: 3067.619629
	Iteration 8F: 3 clusters Score -610618.5 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -611318.062500 Penalty: 3067.619629
	Iteration 9F: 3 clusters Score -611318.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -611854.687500 Penalty: 3067.619629
	Iteration 10F: 3 clusters Score -611854.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -612214.125000 Penalty: 3067.619629
	Iteration 11Q: 3 clusters Score -612214.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -612433.375000 Penalty: 3067.619629
	Iteration 12Q: 3 clusters Score -612433.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -612549.062500 Penalty: 3067.619629
	Iteration 13Q: 3 clusters Score -612549.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -612617.062500 Penalty: 3067.619629
	Iteration 14Q: 3 clusters Score -612617.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -612664.937500 Penalty: 3067.619629
	Iteration 15Q: 3 clusters Score -612664.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -612699.750000 Penalty: 3067.619629
	Iteration 16Q: 3 clusters Score -612699.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -612725.937500 Penalty: 3067.619629
	Iteration 17Q: 3 clusters Score -612725.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -612737.187500 Penalty: 3067.619629
	Iteration 18Q: 3 clusters Score -612737.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -612746.937500 Penalty: 3067.619629
	Iteration 19Q: 3 clusters Score -612746.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -612751.375000 Penalty: 3067.619629
	Iteration 20F: 3 clusters Score -612751.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -612752.187500 Penalty: 3067.619629
	Iteration 21Q: 3 clusters Score -612752.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -612751.375000 Penalty: 3067.619629
	Iteration 22Q: 3 clusters Score -612751.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -612754.375000 Penalty: 3067.619629
	Iteration 23Q: 3 clusters Score -612754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -612757.187500 Penalty: 3067.619629
	Iteration 24Q: 3 clusters Score -612757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -612758.312500 Penalty: 3067.619629
	Iteration 25Q: 3 clusters Score -612758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -612758.625000 Penalty: 3067.619629
	Iteration 26Q: 3 clusters Score -612758.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -612759.062500 Penalty: 3067.619629
	Iteration 27Q: 3 clusters Score -612759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -612758.937500 Penalty: 3067.619629
	Iteration 28Q: 3 clusters Score -612758.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -612759.812500 Penalty: 3067.619629
	Iteration 29Q: 3 clusters Score -612759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -612760.750000 Penalty: 3067.619629
	Iteration 30Q: 3 clusters Score -612760.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -612761.750000 Penalty: 3067.619629
	Iteration 31Q: 3 clusters Score -612761.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -612761.250000 Penalty: 3067.619629
	Iteration 32Q: 3 clusters Score -612761.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -612765.250000 Penalty: 3067.619629
	Iteration 33Q: 3 clusters Score -612765.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -612764.812500 Penalty: 3067.619629
	Iteration 34Q: 3 clusters Score -612764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -612765.437500 Penalty: 3067.619629
	Iteration 35Q: 3 clusters Score -612765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -612767.250000 Penalty: 3067.619629
	Iteration 36Q: 3 clusters Score -612767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -612766.812500 Penalty: 3067.619629
	Iteration 37Q: 3 clusters Score -612766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -612766.437500 Penalty: 3067.619629
	Iteration 38Q: 3 clusters Score -612766.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -612766.250000 Penalty: 3067.619629
	Iteration 39Q: 3 clusters Score -612766.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -612766.250000 Penalty: 3067.619629
	Iteration 40F: 3 clusters Score -612766.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (315677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315677 members 
Entering Unmasked Estep 
Score: -15887954.000000 Penalty: 2057.652100
	Iteration 0F: 2 clusters Score -1.588795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158383 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -15674650.000000 Penalty: 4115.304199
	Iteration 0F: 3 clusters Score -1.567465e+07 nChanged 154024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168125 members 
Mstep: Class 2 contains 147552 members 
Entering Unmasked Estep 
Score: -15768985.000000 Penalty: 4115.304199
	Iteration 1F: 3 clusters Score -1.576898e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173441 members 
Mstep: Class 2 contains 142236 members 
Entering Unmasked Estep 
Score: -15772434.000000 Penalty: 4115.304199
	Iteration 2Q: 3 clusters Score -1.577243e+07 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181487 members 
Mstep: Class 2 contains 134190 members 
Entering Unmasked Estep 
Score: -15777588.000000 Penalty: 4115.304199
	Iteration 3Q: 3 clusters Score -1.577759e+07 nChanged 15108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193563 members 
Mstep: Class 2 contains 122114 members 
Entering Unmasked Estep 
Score: -15785554.000000 Penalty: 4115.304199
	Iteration 4Q: 3 clusters Score -1.578555e+07 nChanged 18373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210438 members 
Mstep: Class 2 contains 105239 members 
Entering Unmasked Estep 
Score: -15797670.000000 Penalty: 4115.304199
	Iteration 5F: 3 clusters Score -1.579767e+07 nChanged 21843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231919 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -15814335.000000 Penalty: 4115.304199
	Iteration 6F: 3 clusters Score -1.581434e+07 nChanged 24362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256259 members 
Mstep: Class 2 contains 59418 members 
Entering Unmasked Estep 
Score: -15834706.000000 Penalty: 4115.304199
	Iteration 7F: 3 clusters Score -1.583471e+07 nChanged 23369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279628 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -15855653.000000 Penalty: 4115.304199
	Iteration 8F: 3 clusters Score -1.585565e+07 nChanged 17716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297344 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -15871088.000000 Penalty: 4115.304199
	Iteration 9F: 3 clusters Score -1.587109e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307705 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -15879983.000000 Penalty: 4115.304199
	Iteration 10Q: 3 clusters Score -1.587998e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312428 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -15883879.000000 Penalty: 4115.304199
	Iteration 11Q: 3 clusters Score -1.588388e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314222 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -15885231.000000 Penalty: 4115.304199
	Iteration 12Q: 3 clusters Score -1.588523e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314885 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -15885772.000000 Penalty: 4115.304199
	Iteration 13Q: 3 clusters Score -1.588577e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315128 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -15885940.000000 Penalty: 4115.304199
	Iteration 14Q: 3 clusters Score -1.588594e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315240 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -15886047.000000 Penalty: 4115.304199
	Iteration 15Q: 3 clusters Score -1.588605e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315288 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -15886110.000000 Penalty: 4115.304199
	Iteration 16Q: 3 clusters Score -1.588611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315311 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15886134.000000 Penalty: 4115.304199
	Iteration 17Q: 3 clusters Score -1.588613e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315324 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -15886159.000000 Penalty: 4115.304199
	Iteration 18Q: 3 clusters Score -1.588616e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315341 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -15886165.000000 Penalty: 4115.304199
	Iteration 19Q: 3 clusters Score -1.588616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315346 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -15886173.000000 Penalty: 4115.304199
	Iteration 20F: 3 clusters Score -1.588617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315358 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -15886198.000000 Penalty: 4115.304199
	Iteration 21Q: 3 clusters Score -1.58862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315362 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -15886204.000000 Penalty: 4115.304199
	Iteration 22Q: 3 clusters Score -1.58862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315365 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -15886195.000000 Penalty: 4115.304199
	Iteration 23Q: 3 clusters Score -1.58862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315363 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -15886207.000000 Penalty: 4115.304199
	Iteration 24Q: 3 clusters Score -1.588621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315361 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -15886197.000000 Penalty: 4115.304199
	Iteration 25Q: 3 clusters Score -1.58862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315362 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -15886210.000000 Penalty: 4115.304199
	Iteration 26Q: 3 clusters Score -1.588621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315363 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -15886204.000000 Penalty: 4115.304199
	Iteration 27Q: 3 clusters Score -1.58862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315364 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15886205.000000 Penalty: 4115.304199
	Iteration 28Q: 3 clusters Score -1.58862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315364 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -15886209.000000 Penalty: 4115.304199
	Iteration 29Q: 3 clusters Score -1.588621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315366 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -15886214.000000 Penalty: 4115.304199
	Iteration 30Q: 3 clusters Score -1.588621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315370 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -15886219.000000 Penalty: 4115.304199
	Iteration 31Q: 3 clusters Score -1.588622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315374 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -15886218.000000 Penalty: 4115.304199
	Iteration 32Q: 3 clusters Score -1.588622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315376 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -15886213.000000 Penalty: 4115.304199
	Iteration 33Q: 3 clusters Score -1.588621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315379 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -15886218.000000 Penalty: 4115.304199
	Iteration 34Q: 3 clusters Score -1.588622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315382 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15886228.000000 Penalty: 4115.304199
	Iteration 35Q: 3 clusters Score -1.588623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315382 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15886225.000000 Penalty: 4115.304199
	Iteration 36Q: 3 clusters Score -1.588622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315380 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -15886232.000000 Penalty: 4115.304199
	Iteration 37Q: 3 clusters Score -1.588623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315381 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -15886228.000000 Penalty: 4115.304199
	Iteration 38Q: 3 clusters Score -1.588623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315382 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -15886226.000000 Penalty: 4115.304199
	Iteration 39Q: 3 clusters Score -1.588623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315384 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15886228.000000 Penalty: 4115.304199
	Iteration 40F: 3 clusters Score -1.588623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315387 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -15886228.000000 Penalty: 4115.304199
	Iteration 41Q: 3 clusters Score -1.588623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315389 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15886233.000000 Penalty: 4115.304199
	Iteration 42Q: 3 clusters Score -1.588623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315390 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -15886237.000000 Penalty: 4115.304199
	Iteration 43Q: 3 clusters Score -1.588624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315389 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -15886244.000000 Penalty: 4115.304199
	Iteration 44Q: 3 clusters Score -1.588624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315392 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15886248.000000 Penalty: 4115.304199
	Iteration 45Q: 3 clusters Score -1.588625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315392 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -15886248.000000 Penalty: 4115.304199
	Iteration 46F: 3 clusters Score -1.588625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (97257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Entering Unmasked Estep 
Score: -4800388.500000 Penalty: 1866.330688
	Iteration 0F: 2 clusters Score -4800388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -4735540.500000 Penalty: 3732.661377
	Iteration 0F: 3 clusters Score -4735540 nChanged 46548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -4764018.500000 Penalty: 3732.661377
	Iteration 1F: 3 clusters Score -4764018 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -4765979.000000 Penalty: 3732.661377
	Iteration 2Q: 3 clusters Score -4765979 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -4768421.000000 Penalty: 3732.661377
	Iteration 3F: 3 clusters Score -4768421 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -4771599.000000 Penalty: 3732.661377
	Iteration 4F: 3 clusters Score -4771599 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 57815 members 
Entering Unmasked Estep 
Score: -4775741.500000 Penalty: 3732.661377
	Iteration 5F: 3 clusters Score -4775742 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -4780752.500000 Penalty: 3732.661377
	Iteration 6F: 3 clusters Score -4780752 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -4785267.500000 Penalty: 3732.661377
	Iteration 7F: 3 clusters Score -4785268 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 66763 members 
Entering Unmasked Estep 
Score: -4788468.000000 Penalty: 3732.661377
	Iteration 8F: 3 clusters Score -4788468 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -4790073.000000 Penalty: 3732.661377
	Iteration 9Q: 3 clusters Score -4790073 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 70160 members 
Entering Unmasked Estep 
Score: -4790966.500000 Penalty: 3732.661377
	Iteration 10Q: 3 clusters Score -4790966 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -4791508.000000 Penalty: 3732.661377
	Iteration 11Q: 3 clusters Score -4791508 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 72990 members 
Entering Unmasked Estep 
Score: -4791969.000000 Penalty: 3732.661377
	Iteration 12Q: 3 clusters Score -4791969 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 74448 members 
Entering Unmasked Estep 
Score: -4792462.000000 Penalty: 3732.661377
	Iteration 13Q: 3 clusters Score -4792462 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -4792990.000000 Penalty: 3732.661377
	Iteration 14Q: 3 clusters Score -4792990 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -4793500.500000 Penalty: 3732.661377
	Iteration 15Q: 3 clusters Score -4793500 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 78836 members 
Entering Unmasked Estep 
Score: -4794010.500000 Penalty: 3732.661377
	Iteration 16Q: 3 clusters Score -4794010 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -4794492.500000 Penalty: 3732.661377
	Iteration 17Q: 3 clusters Score -4794492 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -4795010.500000 Penalty: 3732.661377
	Iteration 18Q: 3 clusters Score -4795010 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -4795547.500000 Penalty: 3732.661377
	Iteration 19Q: 3 clusters Score -4795548 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 84167 members 
Entering Unmasked Estep 
Score: -4796062.500000 Penalty: 3732.661377
	Iteration 20F: 3 clusters Score -4796062 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 85301 members 
Entering Unmasked Estep 
Score: -4796491.000000 Penalty: 3732.661377
	Iteration 21Q: 3 clusters Score -4796491 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 86380 members 
Entering Unmasked Estep 
Score: -4796910.500000 Penalty: 3732.661377
	Iteration 22Q: 3 clusters Score -4796910 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 87426 members 
Entering Unmasked Estep 
Score: -4797291.000000 Penalty: 3732.661377
	Iteration 23Q: 3 clusters Score -4797291 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -4797640.500000 Penalty: 3732.661377
	Iteration 24Q: 3 clusters Score -4797640 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 89135 members 
Entering Unmasked Estep 
Score: -4797876.000000 Penalty: 3732.661377
	Iteration 25Q: 3 clusters Score -4797876 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 89840 members 
Entering Unmasked Estep 
Score: -4798094.500000 Penalty: 3732.661377
	Iteration 26Q: 3 clusters Score -4798094 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 90457 members 
Entering Unmasked Estep 
Score: -4798318.500000 Penalty: 3732.661377
	Iteration 27Q: 3 clusters Score -4798318 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -4798533.500000 Penalty: 3732.661377
	Iteration 28Q: 3 clusters Score -4798534 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 91596 members 
Entering Unmasked Estep 
Score: -4798701.500000 Penalty: 3732.661377
	Iteration 29Q: 3 clusters Score -4798702 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -4798875.500000 Penalty: 3732.661377
	Iteration 30Q: 3 clusters Score -4798876 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 92546 members 
Entering Unmasked Estep 
Score: -4799047.000000 Penalty: 3732.661377
	Iteration 31Q: 3 clusters Score -4799047 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -4799191.000000 Penalty: 3732.661377
	Iteration 32Q: 3 clusters Score -4799191 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -4799311.500000 Penalty: 3732.661377
	Iteration 33Q: 3 clusters Score -4799312 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -4799388.500000 Penalty: 3732.661377
	Iteration 34Q: 3 clusters Score -4799388 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -4799454.000000 Penalty: 3732.661377
	Iteration 35Q: 3 clusters Score -4799454 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 93994 members 
Entering Unmasked Estep 
Score: -4799512.000000 Penalty: 3732.661377
	Iteration 36Q: 3 clusters Score -4799512 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -4799555.500000 Penalty: 3732.661377
	Iteration 37Q: 3 clusters Score -4799556 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 94345 members 
Entering Unmasked Estep 
Score: -4799606.000000 Penalty: 3732.661377
	Iteration 38Q: 3 clusters Score -4799606 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 94497 members 
Entering Unmasked Estep 
Score: -4799652.500000 Penalty: 3732.661377
	Iteration 39Q: 3 clusters Score -4799652 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 94618 members 
Entering Unmasked Estep 
Score: -4799699.000000 Penalty: 3732.661377
	Iteration 40F: 3 clusters Score -4799699 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 94703 members 
Entering Unmasked Estep 
Score: -4799736.500000 Penalty: 3732.661377
	Iteration 41Q: 3 clusters Score -4799736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 94785 members 
Entering Unmasked Estep 
Score: -4799763.000000 Penalty: 3732.661377
	Iteration 42Q: 3 clusters Score -4799763 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -4799793.500000 Penalty: 3732.661377
	Iteration 43Q: 3 clusters Score -4799794 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 94949 members 
Entering Unmasked Estep 
Score: -4799813.500000 Penalty: 3732.661377
	Iteration 44Q: 3 clusters Score -4799814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -4799844.000000 Penalty: 3732.661377
	Iteration 45Q: 3 clusters Score -4799844 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -4799867.500000 Penalty: 3732.661377
	Iteration 46Q: 3 clusters Score -4799868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 95117 members 
Entering Unmasked Estep 
Score: -4799887.000000 Penalty: 3732.661377
	Iteration 47Q: 3 clusters Score -4799887 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 95159 members 
Entering Unmasked Estep 
Score: -4799895.500000 Penalty: 3732.661377
	Iteration 48Q: 3 clusters Score -4799896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -4799898.000000 Penalty: 3732.661377
	Iteration 49Q: 3 clusters Score -4799898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -4799906.000000 Penalty: 3732.661377
	Iteration 50Q: 3 clusters Score -4799906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -4799916.000000 Penalty: 3732.661377
	Iteration 51Q: 3 clusters Score -4799916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -4799914.000000 Penalty: 3732.661377
	Iteration 52Q: 3 clusters Score -4799914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 95282 members 
Entering Unmasked Estep 
Score: -4799921.500000 Penalty: 3732.661377
	Iteration 53Q: 3 clusters Score -4799922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 95296 members 
Entering Unmasked Estep 
Score: -4799928.500000 Penalty: 3732.661377
	Iteration 54Q: 3 clusters Score -4799928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 95310 members 
Entering Unmasked Estep 
Score: -4799931.500000 Penalty: 3732.661377
	Iteration 55Q: 3 clusters Score -4799932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -4799940.000000 Penalty: 3732.661377
	Iteration 56Q: 3 clusters Score -4799940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 95345 members 
Entering Unmasked Estep 
Score: -4799941.000000 Penalty: 3732.661377
	Iteration 57Q: 3 clusters Score -4799941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -4799956.000000 Penalty: 3732.661377
	Iteration 58Q: 3 clusters Score -4799956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 95382 members 
Entering Unmasked Estep 
Score: -4799952.500000 Penalty: 3732.661377
	Iteration 59Q: 3 clusters Score -4799952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -4799963.000000 Penalty: 3732.661377
	Iteration 60F: 3 clusters Score -4799963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 95418 members 
Entering Unmasked Estep 
Score: -4799963.000000 Penalty: 3732.661377
	Iteration 61Q: 3 clusters Score -4799963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -4799966.000000 Penalty: 3732.661377
	Iteration 62Q: 3 clusters Score -4799966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -4799971.500000 Penalty: 3732.661377
	Iteration 63Q: 3 clusters Score -4799972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 95441 members 
Entering Unmasked Estep 
Score: -4799962.500000 Penalty: 3732.661377
	Iteration 64Q: 3 clusters Score -4799962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -4799967.000000 Penalty: 3732.661377
	Iteration 65Q: 3 clusters Score -4799967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -4799972.000000 Penalty: 3732.661377
	Iteration 66Q: 3 clusters Score -4799972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 95458 members 
Entering Unmasked Estep 
Score: -4799969.500000 Penalty: 3732.661377
	Iteration 67Q: 3 clusters Score -4799970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 95462 members 
Entering Unmasked Estep 
Score: -4799968.000000 Penalty: 3732.661377
	Iteration 68Q: 3 clusters Score -4799968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -4799971.500000 Penalty: 3732.661377
	Iteration 69Q: 3 clusters Score -4799972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -4799976.500000 Penalty: 3732.661377
	Iteration 70Q: 3 clusters Score -4799976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 95466 members 
Entering Unmasked Estep 
Score: -4799978.500000 Penalty: 3732.661377
	Iteration 71Q: 3 clusters Score -4799978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -4799977.000000 Penalty: 3732.661377
	Iteration 72Q: 3 clusters Score -4799977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -4799974.000000 Penalty: 3732.661377
	Iteration 73Q: 3 clusters Score -4799974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -4799973.000000 Penalty: 3732.661377
	Iteration 74Q: 3 clusters Score -4799973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -4799982.500000 Penalty: 3732.661377
	Iteration 75Q: 3 clusters Score -4799982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -4799983.000000 Penalty: 3732.661377
	Iteration 76Q: 3 clusters Score -4799983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -4799983.000000 Penalty: 3732.661377
	Iteration 77Q: 3 clusters Score -4799983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -4799978.000000 Penalty: 3732.661377
	Iteration 78Q: 3 clusters Score -4799978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -4799977.500000 Penalty: 3732.661377
	Iteration 79Q: 3 clusters Score -4799978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -4799975.500000 Penalty: 3732.661377
	Iteration 80F: 3 clusters Score -4799976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -4799980.000000 Penalty: 3732.661377
	Iteration 81Q: 3 clusters Score -4799980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -4799980.000000 Penalty: 3732.661377
	Iteration 82Q: 3 clusters Score -4799980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
Score: -4799976.000000 Penalty: 3732.661377
	Iteration 83Q: 3 clusters Score -4799976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 95495 members 
Entering Unmasked Estep 
Score: -4799976.000000 Penalty: 3732.661377
	Iteration 84F: 3 clusters Score -4799976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -67417.093750 Penalty: 1184.450684
	Iteration 0F: 2 clusters Score -67417.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -65659.500000 Penalty: 2368.901367
	Iteration 0F: 3 clusters Score -65659.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -65985.757812 Penalty: 2368.901367
	Iteration 1F: 3 clusters Score -65985.76 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -66069.710938 Penalty: 2368.901367
	Iteration 2F: 3 clusters Score -66069.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -66111.695312 Penalty: 2368.901367
	Iteration 3Q: 3 clusters Score -66111.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -66131.335938 Penalty: 2368.901367
	Iteration 4Q: 3 clusters Score -66131.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -66152.640625 Penalty: 2368.901367
	Iteration 5Q: 3 clusters Score -66152.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -66174.093750 Penalty: 2368.901367
	Iteration 6Q: 3 clusters Score -66174.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -66185.687500 Penalty: 2368.901367
	Iteration 7Q: 3 clusters Score -66185.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -66194.437500 Penalty: 2368.901367
	Iteration 8Q: 3 clusters Score -66194.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -66200.445312 Penalty: 2368.901367
	Iteration 9Q: 3 clusters Score -66200.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -66206.906250 Penalty: 2368.901367
	Iteration 10Q: 3 clusters Score -66206.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -66214.921875 Penalty: 2368.901367
	Iteration 11Q: 3 clusters Score -66214.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -66224.281250 Penalty: 2368.901367
	Iteration 12Q: 3 clusters Score -66224.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -66228.679688 Penalty: 2368.901367
	Iteration 13Q: 3 clusters Score -66228.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -66231.390625 Penalty: 2368.901367
	Iteration 14Q: 3 clusters Score -66231.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -66238.187500 Penalty: 2368.901367
	Iteration 15Q: 3 clusters Score -66238.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -66245.140625 Penalty: 2368.901367
	Iteration 16Q: 3 clusters Score -66245.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -66248.968750 Penalty: 2368.901367
	Iteration 17Q: 3 clusters Score -66248.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -66253.664062 Penalty: 2368.901367
	Iteration 18Q: 3 clusters Score -66253.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -66255.406250 Penalty: 2368.901367
	Iteration 19Q: 3 clusters Score -66255.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -66256.578125 Penalty: 2368.901367
	Iteration 20F: 3 clusters Score -66256.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -66257.375000 Penalty: 2368.901367
	Iteration 21Q: 3 clusters Score -66257.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -66260.375000 Penalty: 2368.901367
	Iteration 22Q: 3 clusters Score -66260.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -66262.953125 Penalty: 2368.901367
	Iteration 23Q: 3 clusters Score -66262.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -66265.125000 Penalty: 2368.901367
	Iteration 24Q: 3 clusters Score -66265.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66265.390625 Penalty: 2368.901367
	Iteration 25Q: 3 clusters Score -66265.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -66265.390625 Penalty: 2368.901367
	Iteration 26F: 3 clusters Score -66265.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Entering Unmasked Estep 
Score: -15566.564453 Penalty: 964.849609
	Iteration 0F: 2 clusters Score -15566.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14608.559570 Penalty: 1929.699219
	Iteration 0F: 3 clusters Score -14608.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -14737.884766 Penalty: 1929.699219
	Iteration 1F: 3 clusters Score -14737.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14763.355469 Penalty: 1929.699219
	Iteration 2Q: 3 clusters Score -14763.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -14775.824219 Penalty: 1929.699219
	Iteration 3Q: 3 clusters Score -14775.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14778.236328 Penalty: 1929.699219
	Iteration 4Q: 3 clusters Score -14778.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -14778.236328 Penalty: 1929.699219
	Iteration 5F: 3 clusters Score -14778.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -139445.125000 Penalty: 1311.217163
	Iteration 0F: 2 clusters Score -139445.1 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 1578 members 
Entering Unmasked Estep 
Score: -136602.750000 Penalty: 2622.434326
	Iteration 0F: 3 clusters Score -136602.8 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -137396.390625 Penalty: 2622.434326
	Iteration 1F: 3 clusters Score -137396.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -137644.640625 Penalty: 2622.434326
	Iteration 2F: 3 clusters Score -137644.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -137825.921875 Penalty: 2622.434326
	Iteration 3F: 3 clusters Score -137825.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -137925.968750 Penalty: 2622.434326
	Iteration 4Q: 3 clusters Score -137926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -137983.546875 Penalty: 2622.434326
	Iteration 5Q: 3 clusters Score -137983.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -138013.953125 Penalty: 2622.434326
	Iteration 6Q: 3 clusters Score -138014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -138037.703125 Penalty: 2622.434326
	Iteration 7Q: 3 clusters Score -138037.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -138053.859375 Penalty: 2622.434326
	Iteration 8Q: 3 clusters Score -138053.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -138071.015625 Penalty: 2622.434326
	Iteration 9Q: 3 clusters Score -138071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -138093.453125 Penalty: 2622.434326
	Iteration 10Q: 3 clusters Score -138093.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -138117.156250 Penalty: 2622.434326
	Iteration 11Q: 3 clusters Score -138117.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -138154.562500 Penalty: 2622.434326
	Iteration 12Q: 3 clusters Score -138154.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -138237.734375 Penalty: 2622.434326
	Iteration 13Q: 3 clusters Score -138237.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -138381.781250 Penalty: 2622.434326
	Iteration 14Q: 3 clusters Score -138381.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -138608.765625 Penalty: 2622.434326
	Iteration 15F: 3 clusters Score -138608.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -138900.406250 Penalty: 2622.434326
	Iteration 16F: 3 clusters Score -138900.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -139151.187500 Penalty: 2622.434326
	Iteration 17F: 3 clusters Score -139151.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -139298.546875 Penalty: 2622.434326
	Iteration 18Q: 3 clusters Score -139298.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -139404.703125 Penalty: 2622.434326
	Iteration 19Q: 3 clusters Score -139404.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -139485.312500 Penalty: 2622.434326
	Iteration 20F: 3 clusters Score -139485.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -139540.187500 Penalty: 2622.434326
	Iteration 21Q: 3 clusters Score -139540.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -139588.656250 Penalty: 2622.434326
	Iteration 22Q: 3 clusters Score -139588.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -139624.734375 Penalty: 2622.434326
	Iteration 23Q: 3 clusters Score -139624.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -139649.109375 Penalty: 2622.434326
	Iteration 24Q: 3 clusters Score -139649.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -139664.187500 Penalty: 2622.434326
	Iteration 25Q: 3 clusters Score -139664.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -139672.234375 Penalty: 2622.434326
	Iteration 26Q: 3 clusters Score -139672.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -139676.546875 Penalty: 2622.434326
	Iteration 27Q: 3 clusters Score -139676.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -139678.156250 Penalty: 2622.434326
	Iteration 28Q: 3 clusters Score -139678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -139679.203125 Penalty: 2622.434326
	Iteration 29Q: 3 clusters Score -139679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -139679.750000 Penalty: 2622.434326
	Iteration 30Q: 3 clusters Score -139679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -139679.750000 Penalty: 2622.434326
	Iteration 31F: 3 clusters Score -139679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 12046 members 
Mstep: Class 3 contains 26689 members 
Mstep: Class 4 contains 9690 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 12567 members 
Mstep: Class 8 contains 315677 members 
Mstep: Class 9 contains 97257 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 988 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 32105 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 5274 members 
Mstep: Class 20 contains 24557 members 
Mstep: Class 21 contains 2206 members 
Entering Unmasked Estep 
Score: -28192784.000000 Penalty: 45319.121094
Splitting cluster 12 changes total score from -28193328.000000 to -28192784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -144703.921875 Penalty: 1287.426392
	Iteration 0F: 2 clusters Score -144703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -142131.390625 Penalty: 2574.852783
	Iteration 0F: 3 clusters Score -142131.4 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -142762.921875 Penalty: 2574.852783
	Iteration 1F: 3 clusters Score -142762.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -142919.312500 Penalty: 2574.852783
	Iteration 2F: 3 clusters Score -142919.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -142996.046875 Penalty: 2574.852783
	Iteration 3F: 3 clusters Score -142996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -143047.359375 Penalty: 2574.852783
	Iteration 4Q: 3 clusters Score -143047.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -143091.125000 Penalty: 2574.852783
	Iteration 5Q: 3 clusters Score -143091.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -143146.968750 Penalty: 2574.852783
	Iteration 6Q: 3 clusters Score -143147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -143204.921875 Penalty: 2574.852783
	Iteration 7Q: 3 clusters Score -143204.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -143274.046875 Penalty: 2574.852783
	Iteration 8Q: 3 clusters Score -143274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -143329.453125 Penalty: 2574.852783
	Iteration 9Q: 3 clusters Score -143329.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -143369.937500 Penalty: 2574.852783
	Iteration 10Q: 3 clusters Score -143369.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -143400.390625 Penalty: 2574.852783
	Iteration 11Q: 3 clusters Score -143400.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -143441.953125 Penalty: 2574.852783
	Iteration 12Q: 3 clusters Score -143442 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -143480.875000 Penalty: 2574.852783
	Iteration 13Q: 3 clusters Score -143480.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -143506.984375 Penalty: 2574.852783
	Iteration 14Q: 3 clusters Score -143507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -143521.187500 Penalty: 2574.852783
	Iteration 15Q: 3 clusters Score -143521.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -143529.015625 Penalty: 2574.852783
	Iteration 16Q: 3 clusters Score -143529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -143534.421875 Penalty: 2574.852783
	Iteration 17Q: 3 clusters Score -143534.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -143537.984375 Penalty: 2574.852783
	Iteration 18Q: 3 clusters Score -143538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143540.187500 Penalty: 2574.852783
	Iteration 19Q: 3 clusters Score -143540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143541.562500 Penalty: 2574.852783
	Iteration 20F: 3 clusters Score -143541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143541.921875 Penalty: 2574.852783
	Iteration 21Q: 3 clusters Score -143541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143542.390625 Penalty: 2574.852783
	Iteration 22Q: 3 clusters Score -143542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -143542.390625 Penalty: 2574.852783
	Iteration 23F: 3 clusters Score -143542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -69630.437500 Penalty: 1178.228271
	Iteration 0F: 2 clusters Score -69630.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -67892.476562 Penalty: 2356.456543
	Iteration 0F: 3 clusters Score -67892.48 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -68243.265625 Penalty: 2356.456543
	Iteration 1F: 3 clusters Score -68243.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -68303.812500 Penalty: 2356.456543
	Iteration 2F: 3 clusters Score -68303.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -68333.929688 Penalty: 2356.456543
	Iteration 3Q: 3 clusters Score -68333.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -68357.718750 Penalty: 2356.456543
	Iteration 4Q: 3 clusters Score -68357.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68377.203125 Penalty: 2356.456543
	Iteration 5Q: 3 clusters Score -68377.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -68387.929688 Penalty: 2356.456543
	Iteration 6Q: 3 clusters Score -68387.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -68400.492188 Penalty: 2356.456543
	Iteration 7Q: 3 clusters Score -68400.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -68414.046875 Penalty: 2356.456543
	Iteration 8Q: 3 clusters Score -68414.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -68429.125000 Penalty: 2356.456543
	Iteration 9Q: 3 clusters Score -68429.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -68439.632812 Penalty: 2356.456543
	Iteration 10Q: 3 clusters Score -68439.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -68452.585938 Penalty: 2356.456543
	Iteration 11Q: 3 clusters Score -68452.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -68468.554688 Penalty: 2356.456543
	Iteration 12Q: 3 clusters Score -68468.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -68499.109375 Penalty: 2356.456543
	Iteration 13Q: 3 clusters Score -68499.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -68523.406250 Penalty: 2356.456543
	Iteration 14Q: 3 clusters Score -68523.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -68537.843750 Penalty: 2356.456543
	Iteration 15Q: 3 clusters Score -68537.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -68545.367188 Penalty: 2356.456543
	Iteration 16Q: 3 clusters Score -68545.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -68555.078125 Penalty: 2356.456543
	Iteration 17Q: 3 clusters Score -68555.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -68560.945312 Penalty: 2356.456543
	Iteration 18Q: 3 clusters Score -68560.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -68568.429688 Penalty: 2356.456543
	Iteration 19Q: 3 clusters Score -68568.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -68577.562500 Penalty: 2356.456543
	Iteration 20F: 3 clusters Score -68577.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -68582.726562 Penalty: 2356.456543
	Iteration 21Q: 3 clusters Score -68582.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -68586.468750 Penalty: 2356.456543
	Iteration 22Q: 3 clusters Score -68586.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -68592.820312 Penalty: 2356.456543
	Iteration 23Q: 3 clusters Score -68592.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -68600.679688 Penalty: 2356.456543
	Iteration 24Q: 3 clusters Score -68600.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -68609.812500 Penalty: 2356.456543
	Iteration 25Q: 3 clusters Score -68609.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -68616.250000 Penalty: 2356.456543
	Iteration 26Q: 3 clusters Score -68616.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68625.265625 Penalty: 2356.456543
	Iteration 27Q: 3 clusters Score -68625.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68630.210938 Penalty: 2356.456543
	Iteration 28Q: 3 clusters Score -68630.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -68633.148438 Penalty: 2356.456543
	Iteration 29Q: 3 clusters Score -68633.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -68635.625000 Penalty: 2356.456543
	Iteration 30Q: 3 clusters Score -68635.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -68637.109375 Penalty: 2356.456543
	Iteration 31Q: 3 clusters Score -68637.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -68638.351562 Penalty: 2356.456543
	Iteration 32Q: 3 clusters Score -68638.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -68638.812500 Penalty: 2356.456543
	Iteration 33Q: 3 clusters Score -68638.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -68638.812500 Penalty: 2356.456543
	Iteration 34F: 3 clusters Score -68638.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Entering Unmasked Estep 
Score: -1656600.250000 Penalty: 1686.224609
	Iteration 0F: 2 clusters Score -1656600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1634850.625000 Penalty: 3372.449219
	Iteration 0F: 3 clusters Score -1634851 nChanged 14941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1643442.250000 Penalty: 3372.449219
	Iteration 1F: 3 clusters Score -1643442 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1643962.125000 Penalty: 3372.449219
	Iteration 2Q: 3 clusters Score -1643962 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1644569.000000 Penalty: 3372.449219
	Iteration 3Q: 3 clusters Score -1644569 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1645419.125000 Penalty: 3372.449219
	Iteration 4F: 3 clusters Score -1645419 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1646622.875000 Penalty: 3372.449219
	Iteration 5F: 3 clusters Score -1646623 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1648146.750000 Penalty: 3372.449219
	Iteration 6F: 3 clusters Score -1648147 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -1649952.625000 Penalty: 3372.449219
	Iteration 7F: 3 clusters Score -1649953 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -1651705.875000 Penalty: 3372.449219
	Iteration 8F: 3 clusters Score -1651706 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -1653110.750000 Penalty: 3372.449219
	Iteration 9F: 3 clusters Score -1653111 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -1653898.125000 Penalty: 3372.449219
	Iteration 10Q: 3 clusters Score -1653898 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -1654295.000000 Penalty: 3372.449219
	Iteration 11Q: 3 clusters Score -1654295 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -1654499.625000 Penalty: 3372.449219
	Iteration 12Q: 3 clusters Score -1654500 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -1654644.750000 Penalty: 3372.449219
	Iteration 13Q: 3 clusters Score -1654645 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -1654744.500000 Penalty: 3372.449219
	Iteration 14Q: 3 clusters Score -1654744 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -1654834.250000 Penalty: 3372.449219
	Iteration 15Q: 3 clusters Score -1654834 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -1654904.000000 Penalty: 3372.449219
	Iteration 16Q: 3 clusters Score -1654904 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -1654981.250000 Penalty: 3372.449219
	Iteration 17Q: 3 clusters Score -1654981 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -1655058.250000 Penalty: 3372.449219
	Iteration 18Q: 3 clusters Score -1655058 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -1655117.500000 Penalty: 3372.449219
	Iteration 19Q: 3 clusters Score -1655118 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -1655172.875000 Penalty: 3372.449219
	Iteration 20F: 3 clusters Score -1655173 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -1655221.500000 Penalty: 3372.449219
	Iteration 21Q: 3 clusters Score -1655222 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -1655261.625000 Penalty: 3372.449219
	Iteration 22Q: 3 clusters Score -1655262 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -1655284.625000 Penalty: 3372.449219
	Iteration 23Q: 3 clusters Score -1655285 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -1655319.750000 Penalty: 3372.449219
	Iteration 24Q: 3 clusters Score -1655320 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -1655345.750000 Penalty: 3372.449219
	Iteration 25Q: 3 clusters Score -1655346 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -1655363.250000 Penalty: 3372.449219
	Iteration 26Q: 3 clusters Score -1655363 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -1655380.750000 Penalty: 3372.449219
	Iteration 27Q: 3 clusters Score -1655381 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -1655394.750000 Penalty: 3372.449219
	Iteration 28Q: 3 clusters Score -1655395 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -1655414.375000 Penalty: 3372.449219
	Iteration 29Q: 3 clusters Score -1655414 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -1655431.875000 Penalty: 3372.449219
	Iteration 30Q: 3 clusters Score -1655432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -1655447.250000 Penalty: 3372.449219
	Iteration 31Q: 3 clusters Score -1655447 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -1655463.500000 Penalty: 3372.449219
	Iteration 32Q: 3 clusters Score -1655464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -1655482.000000 Penalty: 3372.449219
	Iteration 33Q: 3 clusters Score -1655482 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -1655499.625000 Penalty: 3372.449219
	Iteration 34Q: 3 clusters Score -1655500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -1655500.125000 Penalty: 3372.449219
	Iteration 35Q: 3 clusters Score -1655500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -1655517.000000 Penalty: 3372.449219
	Iteration 36Q: 3 clusters Score -1655517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -1655521.500000 Penalty: 3372.449219
	Iteration 37Q: 3 clusters Score -1655522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -1655530.500000 Penalty: 3372.449219
	Iteration 38Q: 3 clusters Score -1655530 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -1655543.500000 Penalty: 3372.449219
	Iteration 39Q: 3 clusters Score -1655544 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -1655555.875000 Penalty: 3372.449219
	Iteration 40F: 3 clusters Score -1655556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -1655564.500000 Penalty: 3372.449219
	Iteration 41Q: 3 clusters Score -1655564 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -1655574.375000 Penalty: 3372.449219
	Iteration 42Q: 3 clusters Score -1655574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -1655581.875000 Penalty: 3372.449219
	Iteration 43Q: 3 clusters Score -1655582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1655588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -1655591.500000 Penalty: 3372.449219
	Iteration 45Q: 3 clusters Score -1655592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -1655595.000000 Penalty: 3372.449219
	Iteration 46Q: 3 clusters Score -1655595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -1655598.000000 Penalty: 3372.449219
	Iteration 47Q: 3 clusters Score -1655598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -1655599.625000 Penalty: 3372.449219
	Iteration 48Q: 3 clusters Score -1655600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -1655596.750000 Penalty: 3372.449219
	Iteration 49Q: 3 clusters Score -1655597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -1655606.000000 Penalty: 3372.449219
	Iteration 50Q: 3 clusters Score -1655606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -1655610.875000 Penalty: 3372.449219
	Iteration 51Q: 3 clusters Score -1655611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -1655622.250000 Penalty: 3372.449219
	Iteration 52Q: 3 clusters Score -1655622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -1655620.125000 Penalty: 3372.449219
	Iteration 53Q: 3 clusters Score -1655620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -1655621.375000 Penalty: 3372.449219
	Iteration 54Q: 3 clusters Score -1655621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -1655625.375000 Penalty: 3372.449219
	Iteration 55Q: 3 clusters Score -1655625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -1655631.875000 Penalty: 3372.449219
	Iteration 56Q: 3 clusters Score -1655632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -1655630.625000 Penalty: 3372.449219
	Iteration 57Q: 3 clusters Score -1655631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -1655634.625000 Penalty: 3372.449219
	Iteration 58Q: 3 clusters Score -1655635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -1655635.500000 Penalty: 3372.449219
	Iteration 59Q: 3 clusters Score -1655636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -1655634.125000 Penalty: 3372.449219
	Iteration 60F: 3 clusters Score -1655634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -1655630.500000 Penalty: 3372.449219
	Iteration 61Q: 3 clusters Score -1655630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -1655632.000000 Penalty: 3372.449219
	Iteration 62Q: 3 clusters Score -1655632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -1655632.500000 Penalty: 3372.449219
	Iteration 63Q: 3 clusters Score -1655632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -1655636.125000 Penalty: 3372.449219
	Iteration 64Q: 3 clusters Score -1655636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -1655635.750000 Penalty: 3372.449219
	Iteration 65Q: 3 clusters Score -1655636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -1655640.875000 Penalty: 3372.449219
	Iteration 66Q: 3 clusters Score -1655641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -1655640.375000 Penalty: 3372.449219
	Iteration 67Q: 3 clusters Score -1655640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -1655643.375000 Penalty: 3372.449219
	Iteration 68Q: 3 clusters Score -1655643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -1655645.125000 Penalty: 3372.449219
	Iteration 69Q: 3 clusters Score -1655645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -1655644.750000 Penalty: 3372.449219
	Iteration 70Q: 3 clusters Score -1655645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1655645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -1655644.500000 Penalty: 3372.449219
	Iteration 72Q: 3 clusters Score -1655644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -1655648.625000 Penalty: 3372.449219
	Iteration 73Q: 3 clusters Score -1655649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -1655649.750000 Penalty: 3372.449219
	Iteration 74Q: 3 clusters Score -1655650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -1655649.250000 Penalty: 3372.449219
	Iteration 75Q: 3 clusters Score -1655649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1655649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -1655651.625000 Penalty: 3372.449219
	Iteration 77Q: 3 clusters Score -1655652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -1655655.000000 Penalty: 3372.449219
	Iteration 78Q: 3 clusters Score -1655655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -1655654.750000 Penalty: 3372.449219
	Iteration 79Q: 3 clusters Score -1655655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -1655657.000000 Penalty: 3372.449219
	Iteration 80F: 3 clusters Score -1655657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -1655655.500000 Penalty: 3372.449219
	Iteration 81Q: 3 clusters Score -1655656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -1655654.750000 Penalty: 3372.449219
	Iteration 82Q: 3 clusters Score -1655655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -1655656.875000 Penalty: 3372.449219
	Iteration 83Q: 3 clusters Score -1655657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -1655654.125000 Penalty: 3372.449219
	Iteration 84Q: 3 clusters Score -1655654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -1655654.750000 Penalty: 3372.449219
	Iteration 85Q: 3 clusters Score -1655655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -1655656.875000 Penalty: 3372.449219
	Iteration 86Q: 3 clusters Score -1655657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -1655657.500000 Penalty: 3372.449219
	Iteration 87Q: 3 clusters Score -1655658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 28635 members 
Entering Unmasked Estep 
Score: -1655659.500000 Penalty: 3372.449219
	Iteration 88Q: 3 clusters Score -1655660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -1655654.500000 Penalty: 3372.449219
	Iteration 89Q: 3 clusters Score -1655654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -1655655.000000 Penalty: 3372.449219
	Iteration 90Q: 3 clusters Score -1655655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -1655653.375000 Penalty: 3372.449219
	Iteration 91Q: 3 clusters Score -1655653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -1655657.375000 Penalty: 3372.449219
	Iteration 92Q: 3 clusters Score -1655657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -1655653.875000 Penalty: 3372.449219
	Iteration 93Q: 3 clusters Score -1655654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -1655654.750000 Penalty: 3372.449219
	Iteration 94Q: 3 clusters Score -1655655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -1655650.125000 Penalty: 3372.449219
	Iteration 95Q: 3 clusters Score -1655650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -1655654.625000 Penalty: 3372.449219
	Iteration 96Q: 3 clusters Score -1655655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -1655659.250000 Penalty: 3372.449219
	Iteration 97Q: 3 clusters Score -1655659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -1655664.000000 Penalty: 3372.449219
	Iteration 98Q: 3 clusters Score -1655664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -1655664.500000 Penalty: 3372.449219
	Iteration 99Q: 3 clusters Score -1655664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -1655667.750000 Penalty: 3372.449219
	Iteration 100F: 3 clusters Score -1655668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -1655668.500000 Penalty: 3372.449219
	Iteration 101Q: 3 clusters Score -1655668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -1655670.875000 Penalty: 3372.449219
	Iteration 102Q: 3 clusters Score -1655671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -1655672.250000 Penalty: 3372.449219
	Iteration 103Q: 3 clusters Score -1655672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -1655674.000000 Penalty: 3372.449219
	Iteration 104Q: 3 clusters Score -1655674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -1655677.500000 Penalty: 3372.449219
	Iteration 105Q: 3 clusters Score -1655678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -1655679.000000 Penalty: 3372.449219
	Iteration 106Q: 3 clusters Score -1655679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1655678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -1655681.750000 Penalty: 3372.449219
	Iteration 108Q: 3 clusters Score -1655682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -1655681.625000 Penalty: 3372.449219
	Iteration 109Q: 3 clusters Score -1655682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -1655682.875000 Penalty: 3372.449219
	Iteration 110Q: 3 clusters Score -1655683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -1655680.000000 Penalty: 3372.449219
	Iteration 111Q: 3 clusters Score -1655680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -1655681.750000 Penalty: 3372.449219
	Iteration 112Q: 3 clusters Score -1655682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1655679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1655679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1655680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1655680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1655682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1655681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -1655683.500000 Penalty: 3372.449219
	Iteration 119Q: 3 clusters Score -1655684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -1655681.750000 Penalty: 3372.449219
	Iteration 120F: 3 clusters Score -1655682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -1655686.625000 Penalty: 3372.449219
	Iteration 121Q: 3 clusters Score -1655687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -1655685.000000 Penalty: 3372.449219
	Iteration 122Q: 3 clusters Score -1655685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -1655684.125000 Penalty: 3372.449219
	Iteration 123Q: 3 clusters Score -1655684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -1655686.375000 Penalty: 3372.449219
	Iteration 124Q: 3 clusters Score -1655686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -1655683.000000 Penalty: 3372.449219
	Iteration 125Q: 3 clusters Score -1655683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -1655684.125000 Penalty: 3372.449219
	Iteration 126Q: 3 clusters Score -1655684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -1655683.875000 Penalty: 3372.449219
	Iteration 127Q: 3 clusters Score -1655684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -1655685.000000 Penalty: 3372.449219
	Iteration 128Q: 3 clusters Score -1655685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -1655685.875000 Penalty: 3372.449219
	Iteration 129Q: 3 clusters Score -1655686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -1655687.625000 Penalty: 3372.449219
	Iteration 130Q: 3 clusters Score -1655688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -1655691.375000 Penalty: 3372.449219
	Iteration 131Q: 3 clusters Score -1655691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -1655690.625000 Penalty: 3372.449219
	Iteration 132Q: 3 clusters Score -1655691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -1655690.625000 Penalty: 3372.449219
	Iteration 133Q: 3 clusters Score -1655691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -1655691.500000 Penalty: 3372.449219
	Iteration 134Q: 3 clusters Score -1655692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -1655691.250000 Penalty: 3372.449219
	Iteration 135Q: 3 clusters Score -1655691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -1655691.250000 Penalty: 3372.449219
	Iteration 136F: 3 clusters Score -1655691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Entering Unmasked Estep 
Score: -125920.773438 Penalty: 1282.705444
	Iteration 0F: 2 clusters Score -125920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -123404.906250 Penalty: 2565.410889
	Iteration 0F: 3 clusters Score -123404.9 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -123943.796875 Penalty: 2565.410889
	Iteration 1F: 3 clusters Score -123943.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -124060.125000 Penalty: 2565.410889
	Iteration 2F: 3 clusters Score -124060.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -124122.476562 Penalty: 2565.410889
	Iteration 3Q: 3 clusters Score -124122.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -124161.757812 Penalty: 2565.410889
	Iteration 4Q: 3 clusters Score -124161.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -124189.289062 Penalty: 2565.410889
	Iteration 5Q: 3 clusters Score -124189.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -124210.328125 Penalty: 2565.410889
	Iteration 6Q: 3 clusters Score -124210.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -124228.320312 Penalty: 2565.410889
	Iteration 7Q: 3 clusters Score -124228.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -124255.796875 Penalty: 2565.410889
	Iteration 8Q: 3 clusters Score -124255.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -124275.656250 Penalty: 2565.410889
	Iteration 9Q: 3 clusters Score -124275.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -124292.757812 Penalty: 2565.410889
	Iteration 10Q: 3 clusters Score -124292.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -124303.007812 Penalty: 2565.410889
	Iteration 11Q: 3 clusters Score -124303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -124307.960938 Penalty: 2565.410889
	Iteration 12Q: 3 clusters Score -124308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -124315.398438 Penalty: 2565.410889
	Iteration 13Q: 3 clusters Score -124315.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -124324.593750 Penalty: 2565.410889
	Iteration 14Q: 3 clusters Score -124324.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -124333.242188 Penalty: 2565.410889
	Iteration 15Q: 3 clusters Score -124333.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -124340.843750 Penalty: 2565.410889
	Iteration 16Q: 3 clusters Score -124340.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -124345.289062 Penalty: 2565.410889
	Iteration 17Q: 3 clusters Score -124345.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -124348.906250 Penalty: 2565.410889
	Iteration 18Q: 3 clusters Score -124348.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -124352.117188 Penalty: 2565.410889
	Iteration 19Q: 3 clusters Score -124352.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -124355.453125 Penalty: 2565.410889
	Iteration 20F: 3 clusters Score -124355.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -124360.531250 Penalty: 2565.410889
	Iteration 21Q: 3 clusters Score -124360.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -124368.218750 Penalty: 2565.410889
	Iteration 22Q: 3 clusters Score -124368.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -124375.960938 Penalty: 2565.410889
	Iteration 23Q: 3 clusters Score -124376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -124383.921875 Penalty: 2565.410889
	Iteration 24Q: 3 clusters Score -124383.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -124392.453125 Penalty: 2565.410889
	Iteration 25Q: 3 clusters Score -124392.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -124400.398438 Penalty: 2565.410889
	Iteration 26Q: 3 clusters Score -124400.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -124407.937500 Penalty: 2565.410889
	Iteration 27Q: 3 clusters Score -124407.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -124416.734375 Penalty: 2565.410889
	Iteration 28Q: 3 clusters Score -124416.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -124421.054688 Penalty: 2565.410889
	Iteration 29Q: 3 clusters Score -124421.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -124425.203125 Penalty: 2565.410889
	Iteration 30Q: 3 clusters Score -124425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -124428.921875 Penalty: 2565.410889
	Iteration 31Q: 3 clusters Score -124428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -124431.140625 Penalty: 2565.410889
	Iteration 32Q: 3 clusters Score -124431.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -124433.703125 Penalty: 2565.410889
	Iteration 33Q: 3 clusters Score -124433.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -124435.289062 Penalty: 2565.410889
	Iteration 34Q: 3 clusters Score -124435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -124438.289062 Penalty: 2565.410889
	Iteration 35Q: 3 clusters Score -124438.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -124440.234375 Penalty: 2565.410889
	Iteration 36Q: 3 clusters Score -124440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -124442.429688 Penalty: 2565.410889
	Iteration 37Q: 3 clusters Score -124442.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -124443.960938 Penalty: 2565.410889
	Iteration 38Q: 3 clusters Score -124444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -124444.703125 Penalty: 2565.410889
	Iteration 39Q: 3 clusters Score -124444.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -124444.875000 Penalty: 2565.410889
	Iteration 40F: 3 clusters Score -124444.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -124445.726562 Penalty: 2565.410889
	Iteration 41Q: 3 clusters Score -124445.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -124445.664062 Penalty: 2565.410889
	Iteration 42Q: 3 clusters Score -124445.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -124445.664062 Penalty: 2565.410889
	Iteration 43F: 3 clusters Score -124445.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -127633.789062 Penalty: 1291.842041
	Iteration 0F: 2 clusters Score -127633.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -124998.054688 Penalty: 2583.684082
	Iteration 0F: 3 clusters Score -124998.1 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -125644.390625 Penalty: 2583.684082
	Iteration 1F: 3 clusters Score -125644.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -125811.898438 Penalty: 2583.684082
	Iteration 2F: 3 clusters Score -125811.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -125935.609375 Penalty: 2583.684082
	Iteration 3F: 3 clusters Score -125935.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -126059.320312 Penalty: 2583.684082
	Iteration 4Q: 3 clusters Score -126059.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -126208.742188 Penalty: 2583.684082
	Iteration 5Q: 3 clusters Score -126208.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -126425.046875 Penalty: 2583.684082
	Iteration 6Q: 3 clusters Score -126425 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -126647.929688 Penalty: 2583.684082
	Iteration 7Q: 3 clusters Score -126647.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -126736.195312 Penalty: 2583.684082
	Iteration 8Q: 3 clusters Score -126736.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -126805.937500 Penalty: 2583.684082
	Iteration 9Q: 3 clusters Score -126805.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -126868.648438 Penalty: 2583.684082
	Iteration 10Q: 3 clusters Score -126868.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -126910.679688 Penalty: 2583.684082
	Iteration 11Q: 3 clusters Score -126910.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -126942.835938 Penalty: 2583.684082
	Iteration 12Q: 3 clusters Score -126942.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -126976.500000 Penalty: 2583.684082
	Iteration 13Q: 3 clusters Score -126976.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -127008.445312 Penalty: 2583.684082
	Iteration 14Q: 3 clusters Score -127008.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -127033.343750 Penalty: 2583.684082
	Iteration 15Q: 3 clusters Score -127033.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -127059.765625 Penalty: 2583.684082
	Iteration 16Q: 3 clusters Score -127059.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -127091.000000 Penalty: 2583.684082
	Iteration 17Q: 3 clusters Score -127091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -127124.906250 Penalty: 2583.684082
	Iteration 18Q: 3 clusters Score -127124.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -127142.421875 Penalty: 2583.684082
	Iteration 19Q: 3 clusters Score -127142.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -127157.273438 Penalty: 2583.684082
	Iteration 20F: 3 clusters Score -127157.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -127167.695312 Penalty: 2583.684082
	Iteration 21Q: 3 clusters Score -127167.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -127180.359375 Penalty: 2583.684082
	Iteration 22Q: 3 clusters Score -127180.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -127197.281250 Penalty: 2583.684082
	Iteration 23Q: 3 clusters Score -127197.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -127215.312500 Penalty: 2583.684082
	Iteration 24Q: 3 clusters Score -127215.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -127229.804688 Penalty: 2583.684082
	Iteration 25Q: 3 clusters Score -127229.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -127245.304688 Penalty: 2583.684082
	Iteration 26Q: 3 clusters Score -127245.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -127259.843750 Penalty: 2583.684082
	Iteration 27Q: 3 clusters Score -127259.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -127277.171875 Penalty: 2583.684082
	Iteration 28Q: 3 clusters Score -127277.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -127289.140625 Penalty: 2583.684082
	Iteration 29Q: 3 clusters Score -127289.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -127299.203125 Penalty: 2583.684082
	Iteration 30Q: 3 clusters Score -127299.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -127312.835938 Penalty: 2583.684082
	Iteration 31Q: 3 clusters Score -127312.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -127333.101562 Penalty: 2583.684082
	Iteration 32Q: 3 clusters Score -127333.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -127353.757812 Penalty: 2583.684082
	Iteration 33Q: 3 clusters Score -127353.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -127367.101562 Penalty: 2583.684082
	Iteration 34Q: 3 clusters Score -127367.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -127381.179688 Penalty: 2583.684082
	Iteration 35Q: 3 clusters Score -127381.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -127405.945312 Penalty: 2583.684082
	Iteration 36Q: 3 clusters Score -127405.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -127419.046875 Penalty: 2583.684082
	Iteration 37Q: 3 clusters Score -127419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -127426.015625 Penalty: 2583.684082
	Iteration 38Q: 3 clusters Score -127426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -127430.687500 Penalty: 2583.684082
	Iteration 39Q: 3 clusters Score -127430.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -127435.460938 Penalty: 2583.684082
	Iteration 40F: 3 clusters Score -127435.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -127442.820312 Penalty: 2583.684082
	Iteration 41Q: 3 clusters Score -127442.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -127449.789062 Penalty: 2583.684082
	Iteration 42Q: 3 clusters Score -127449.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -127461.250000 Penalty: 2583.684082
	Iteration 43Q: 3 clusters Score -127461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -127471.492188 Penalty: 2583.684082
	Iteration 44Q: 3 clusters Score -127471.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -127477.289062 Penalty: 2583.684082
	Iteration 45Q: 3 clusters Score -127477.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -127488.273438 Penalty: 2583.684082
	Iteration 46Q: 3 clusters Score -127488.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -127501.320312 Penalty: 2583.684082
	Iteration 47Q: 3 clusters Score -127501.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -127513.398438 Penalty: 2583.684082
	Iteration 48Q: 3 clusters Score -127513.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -127522.578125 Penalty: 2583.684082
	Iteration 49Q: 3 clusters Score -127522.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -127533.382812 Penalty: 2583.684082
	Iteration 50Q: 3 clusters Score -127533.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -127544.000000 Penalty: 2583.684082
	Iteration 51Q: 3 clusters Score -127544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -127553.859375 Penalty: 2583.684082
	Iteration 52Q: 3 clusters Score -127553.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -127562.882812 Penalty: 2583.684082
	Iteration 53Q: 3 clusters Score -127562.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -127573.007812 Penalty: 2583.684082
	Iteration 54Q: 3 clusters Score -127573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -127577.492188 Penalty: 2583.684082
	Iteration 55Q: 3 clusters Score -127577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -127579.257812 Penalty: 2583.684082
	Iteration 56Q: 3 clusters Score -127579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -127580.148438 Penalty: 2583.684082
	Iteration 57Q: 3 clusters Score -127580.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -127580.148438 Penalty: 2583.684082
	Iteration 58F: 3 clusters Score -127580.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -277682.125000 Penalty: 1413.968750
	Iteration 0F: 2 clusters Score -277682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -273037.406250 Penalty: 2827.937500
	Iteration 0F: 3 clusters Score -273037.4 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -274402.468750 Penalty: 2827.937500
	Iteration 1F: 3 clusters Score -274402.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -274620.593750 Penalty: 2827.937500
	Iteration 2F: 3 clusters Score -274620.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -274780.312500 Penalty: 2827.937500
	Iteration 3F: 3 clusters Score -274780.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -274946.781250 Penalty: 2827.937500
	Iteration 4Q: 3 clusters Score -274946.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -275127.000000 Penalty: 2827.937500
	Iteration 5Q: 3 clusters Score -275127 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -275348.250000 Penalty: 2827.937500
	Iteration 6F: 3 clusters Score -275348.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -275583.250000 Penalty: 2827.937500
	Iteration 7Q: 3 clusters Score -275583.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -275860.687500 Penalty: 2827.937500
	Iteration 8F: 3 clusters Score -275860.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -276149.375000 Penalty: 2827.937500
	Iteration 9Q: 3 clusters Score -276149.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -276377.156250 Penalty: 2827.937500
	Iteration 10Q: 3 clusters Score -276377.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -276566.406250 Penalty: 2827.937500
	Iteration 11Q: 3 clusters Score -276566.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -276661.343750 Penalty: 2827.937500
	Iteration 12Q: 3 clusters Score -276661.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -276727.312500 Penalty: 2827.937500
	Iteration 13Q: 3 clusters Score -276727.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -276765.093750 Penalty: 2827.937500
	Iteration 14Q: 3 clusters Score -276765.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -276800.281250 Penalty: 2827.937500
	Iteration 15Q: 3 clusters Score -276800.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -276821.406250 Penalty: 2827.937500
	Iteration 16Q: 3 clusters Score -276821.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -276831.656250 Penalty: 2827.937500
	Iteration 17Q: 3 clusters Score -276831.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -276837.156250 Penalty: 2827.937500
	Iteration 18Q: 3 clusters Score -276837.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -276841.687500 Penalty: 2827.937500
	Iteration 19Q: 3 clusters Score -276841.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -276844.750000 Penalty: 2827.937500
	Iteration 20F: 3 clusters Score -276844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -276847.843750 Penalty: 2827.937500
	Iteration 21Q: 3 clusters Score -276847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -276849.312500 Penalty: 2827.937500
	Iteration 22Q: 3 clusters Score -276849.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -276850.531250 Penalty: 2827.937500
	Iteration 23Q: 3 clusters Score -276850.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -276851.593750 Penalty: 2827.937500
	Iteration 24Q: 3 clusters Score -276851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -276852.593750 Penalty: 2827.937500
	Iteration 25Q: 3 clusters Score -276852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -276853.000000 Penalty: 2827.937500
	Iteration 26Q: 3 clusters Score -276853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -276853.750000 Penalty: 2827.937500
	Iteration 27Q: 3 clusters Score -276853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -276855.343750 Penalty: 2827.937500
	Iteration 28Q: 3 clusters Score -276855.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -276857.406250 Penalty: 2827.937500
	Iteration 29Q: 3 clusters Score -276857.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -276859.875000 Penalty: 2827.937500
	Iteration 30Q: 3 clusters Score -276859.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -276861.562500 Penalty: 2827.937500
	Iteration 31Q: 3 clusters Score -276861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -276862.218750 Penalty: 2827.937500
	Iteration 32Q: 3 clusters Score -276862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -276863.875000 Penalty: 2827.937500
	Iteration 33Q: 3 clusters Score -276863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -276865.000000 Penalty: 2827.937500
	Iteration 34Q: 3 clusters Score -276865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -276865.343750 Penalty: 2827.937500
	Iteration 35Q: 3 clusters Score -276865.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -276865.343750 Penalty: 2827.937500
	Iteration 36F: 3 clusters Score -276865.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Entering Unmasked Estep 
Score: -212347.796875 Penalty: 1392.713379
	Iteration 0F: 2 clusters Score -212347.8 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 2589 members 
Entering Unmasked Estep 
Score: -208189.234375 Penalty: 2785.426758
	Iteration 0F: 3 clusters Score -208189.2 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -209475.265625 Penalty: 2785.426758
	Iteration 1F: 3 clusters Score -209475.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -209806.375000 Penalty: 2785.426758
	Iteration 2F: 3 clusters Score -209806.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -210062.062500 Penalty: 2785.426758
	Iteration 3F: 3 clusters Score -210062.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -210262.843750 Penalty: 2785.426758
	Iteration 4F: 3 clusters Score -210262.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -210409.484375 Penalty: 2785.426758
	Iteration 5Q: 3 clusters Score -210409.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -210518.265625 Penalty: 2785.426758
	Iteration 6Q: 3 clusters Score -210518.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -210594.640625 Penalty: 2785.426758
	Iteration 7Q: 3 clusters Score -210594.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -210650.375000 Penalty: 2785.426758
	Iteration 8Q: 3 clusters Score -210650.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -210694.250000 Penalty: 2785.426758
	Iteration 9Q: 3 clusters Score -210694.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -210733.687500 Penalty: 2785.426758
	Iteration 10Q: 3 clusters Score -210733.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -210761.203125 Penalty: 2785.426758
	Iteration 11Q: 3 clusters Score -210761.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -210780.015625 Penalty: 2785.426758
	Iteration 12Q: 3 clusters Score -210780 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -210792.656250 Penalty: 2785.426758
	Iteration 13Q: 3 clusters Score -210792.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -210805.687500 Penalty: 2785.426758
	Iteration 14Q: 3 clusters Score -210805.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -210815.640625 Penalty: 2785.426758
	Iteration 15Q: 3 clusters Score -210815.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -210826.453125 Penalty: 2785.426758
	Iteration 16Q: 3 clusters Score -210826.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -210836.828125 Penalty: 2785.426758
	Iteration 17Q: 3 clusters Score -210836.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -210844.515625 Penalty: 2785.426758
	Iteration 18Q: 3 clusters Score -210844.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -210851.203125 Penalty: 2785.426758
	Iteration 19Q: 3 clusters Score -210851.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -210857.000000 Penalty: 2785.426758
	Iteration 20F: 3 clusters Score -210857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -210860.765625 Penalty: 2785.426758
	Iteration 21Q: 3 clusters Score -210860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -210861.828125 Penalty: 2785.426758
	Iteration 22Q: 3 clusters Score -210861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -210862.546875 Penalty: 2785.426758
	Iteration 23Q: 3 clusters Score -210862.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -210862.546875 Penalty: 2785.426758
	Iteration 24F: 3 clusters Score -210862.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (24557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Entering Unmasked Estep 
Score: -1263611.000000 Penalty: 1642.672241
	Iteration 0F: 2 clusters Score -1263611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1246921.000000 Penalty: 3285.344482
	Iteration 0F: 3 clusters Score -1246921 nChanged 11177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1253161.625000 Penalty: 3285.344482
	Iteration 1F: 3 clusters Score -1253162 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1253554.375000 Penalty: 3285.344482
	Iteration 2Q: 3 clusters Score -1253554 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1253973.500000 Penalty: 3285.344482
	Iteration 3Q: 3 clusters Score -1253974 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1254406.250000 Penalty: 3285.344482
	Iteration 4Q: 3 clusters Score -1254406 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1254949.125000 Penalty: 3285.344482
	Iteration 5Q: 3 clusters Score -1254949 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1255653.000000 Penalty: 3285.344482
	Iteration 6F: 3 clusters Score -1255653 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1256712.750000 Penalty: 3285.344482
	Iteration 7F: 3 clusters Score -1256713 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1257999.375000 Penalty: 3285.344482
	Iteration 8F: 3 clusters Score -1257999 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1259254.625000 Penalty: 3285.344482
	Iteration 9F: 3 clusters Score -1259255 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1260228.875000 Penalty: 3285.344482
	Iteration 10Q: 3 clusters Score -1260229 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1260970.750000 Penalty: 3285.344482
	Iteration 11Q: 3 clusters Score -1260971 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1261465.125000 Penalty: 3285.344482
	Iteration 12Q: 3 clusters Score -1261465 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1261769.000000 Penalty: 3285.344482
	Iteration 13Q: 3 clusters Score -1261769 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1261933.375000 Penalty: 3285.344482
	Iteration 14Q: 3 clusters Score -1261933 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1262023.625000 Penalty: 3285.344482
	Iteration 15Q: 3 clusters Score -1262024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1262081.875000 Penalty: 3285.344482
	Iteration 16Q: 3 clusters Score -1262082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1262123.750000 Penalty: 3285.344482
	Iteration 17Q: 3 clusters Score -1262124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1262164.250000 Penalty: 3285.344482
	Iteration 18Q: 3 clusters Score -1262164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1262183.375000 Penalty: 3285.344482
	Iteration 19Q: 3 clusters Score -1262183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1262195.000000 Penalty: 3285.344482
	Iteration 20F: 3 clusters Score -1262195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1262213.625000 Penalty: 3285.344482
	Iteration 21Q: 3 clusters Score -1262214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1262227.875000 Penalty: 3285.344482
	Iteration 22Q: 3 clusters Score -1262228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1262235.000000 Penalty: 3285.344482
	Iteration 23Q: 3 clusters Score -1262235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1262235.750000 Penalty: 3285.344482
	Iteration 24Q: 3 clusters Score -1262236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1262237.500000 Penalty: 3285.344482
	Iteration 25Q: 3 clusters Score -1262238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1262238.875000 Penalty: 3285.344482
	Iteration 26Q: 3 clusters Score -1262239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1262238.625000 Penalty: 3285.344482
	Iteration 27Q: 3 clusters Score -1262239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1262240.750000 Penalty: 3285.344482
	Iteration 28Q: 3 clusters Score -1262241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1262240.750000 Penalty: 3285.344482
	Iteration 29F: 3 clusters Score -1262241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 12046 members 
Mstep: Class 3 contains 26689 members 
Mstep: Class 4 contains 9690 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9634 members 
Mstep: Class 7 contains 12567 members 
Mstep: Class 8 contains 315677 members 
Mstep: Class 9 contains 97257 members 
Mstep: Class 10 contains 1464 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3194 members 
Mstep: Class 13 contains 2759 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 32105 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 5274 members 
Mstep: Class 20 contains 24557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193402.000000 Penalty: 43161.070312
Iteration 159Q: 21 clusters Score -2.81934e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 12044 members 
Mstep: Class 3 contains 26617 members 
Mstep: Class 4 contains 9687 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9637 members 
Mstep: Class 7 contains 12572 members 
Mstep: Class 8 contains 315862 members 
Mstep: Class 9 contains 97211 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3182 members 
Mstep: Class 13 contains 2757 members 
Mstep: Class 14 contains 1409 members 
Mstep: Class 15 contains 31956 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 2853 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 24592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193410.000000 Penalty: 43161.070312
Iteration 160F: 21 clusters Score -2.819341e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 12041 members 
Mstep: Class 3 contains 26541 members 
Mstep: Class 4 contains 9688 members 
Mstep: Class 5 contains 2018 members 
Mstep: Class 6 contains 9641 members 
Mstep: Class 7 contains 12575 members 
Mstep: Class 8 contains 316034 members 
Mstep: Class 9 contains 97163 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3172 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 31827 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 2879 members 
Mstep: Class 18 contains 6087 members 
Mstep: Class 19 contains 5281 members 
Mstep: Class 20 contains 24626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193444.000000 Penalty: 43161.070312
Iteration 161Q: 21 clusters Score -2.819344e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 12039 members 
Mstep: Class 3 contains 26475 members 
Mstep: Class 4 contains 9682 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 9646 members 
Mstep: Class 7 contains 12574 members 
Mstep: Class 8 contains 316188 members 
Mstep: Class 9 contains 97111 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3154 members 
Mstep: Class 13 contains 2756 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 31717 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 6129 members 
Mstep: Class 19 contains 5283 members 
Mstep: Class 20 contains 24658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193418.000000 Penalty: 43161.070312
Iteration 162Q: 21 clusters Score -2.819342e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 12038 members 
Mstep: Class 3 contains 26423 members 
Mstep: Class 4 contains 9673 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9652 members 
Mstep: Class 7 contains 12576 members 
Mstep: Class 8 contains 316322 members 
Mstep: Class 9 contains 97067 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3130 members 
Mstep: Class 13 contains 2756 members 
Mstep: Class 14 contains 1408 members 
Mstep: Class 15 contains 31619 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 5286 members 
Mstep: Class 20 contains 24687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193542.000000 Penalty: 43161.070312
Iteration 163Q: 21 clusters Score -2.819354e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 12036 members 
Mstep: Class 3 contains 26354 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9654 members 
Mstep: Class 7 contains 12574 members 
Mstep: Class 8 contains 316463 members 
Mstep: Class 9 contains 97036 members 
Mstep: Class 10 contains 1461 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3104 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 31512 members 
Mstep: Class 16 contains 2675 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 6200 members 
Mstep: Class 19 contains 5286 members 
Mstep: Class 20 contains 24718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193496.000000 Penalty: 43161.070312
Iteration 164Q: 21 clusters Score -2.81935e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 12036 members 
Mstep: Class 3 contains 26268 members 
Mstep: Class 4 contains 9651 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9653 members 
Mstep: Class 7 contains 12572 members 
Mstep: Class 8 contains 316602 members 
Mstep: Class 9 contains 97007 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3076 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 31401 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 6249 members 
Mstep: Class 19 contains 5292 members 
Mstep: Class 20 contains 24752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193624.000000 Penalty: 43161.070312
Iteration 165Q: 21 clusters Score -2.819362e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 12034 members 
Mstep: Class 3 contains 26189 members 
Mstep: Class 4 contains 9625 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9653 members 
Mstep: Class 7 contains 12561 members 
Mstep: Class 8 contains 316750 members 
Mstep: Class 9 contains 96977 members 
Mstep: Class 10 contains 1463 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3043 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 31290 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 19 contains 5298 members 
Mstep: Class 20 contains 24793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193742.000000 Penalty: 43161.070312
Iteration 166Q: 21 clusters Score -2.819374e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 12033 members 
Mstep: Class 3 contains 26074 members 
Mstep: Class 4 contains 9606 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9655 members 
Mstep: Class 7 contains 12563 members 
Mstep: Class 8 contains 316897 members 
Mstep: Class 9 contains 96937 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 379 members 
Mstep: Class 12 contains 3000 members 
Mstep: Class 13 contains 2754 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 31183 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 17 contains 3098 members 
Mstep: Class 18 contains 6399 members 
Mstep: Class 19 contains 5298 members 
Mstep: Class 20 contains 24836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193850.000000 Penalty: 43161.070312
Iteration 167Q: 21 clusters Score -2.819385e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 12033 members 
Mstep: Class 3 contains 25940 members 
Mstep: Class 4 contains 9591 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9655 members 
Mstep: Class 7 contains 12554 members 
Mstep: Class 8 contains 317066 members 
Mstep: Class 9 contains 96902 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 380 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 31059 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 18 contains 6535 members 
Mstep: Class 19 contains 5301 members 
Mstep: Class 20 contains 24876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193932.000000 Penalty: 43161.070312
Iteration 168Q: 21 clusters Score -2.819393e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 12033 members 
Mstep: Class 3 contains 25763 members 
Mstep: Class 4 contains 9583 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9655 members 
Mstep: Class 7 contains 12550 members 
Mstep: Class 8 contains 317222 members 
Mstep: Class 9 contains 96855 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 30946 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 3147 members 
Mstep: Class 18 contains 6695 members 
Mstep: Class 19 contains 5311 members 
Mstep: Class 20 contains 24928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194016.000000 Penalty: 43161.070312
Iteration 169Q: 21 clusters Score -2.819402e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 12033 members 
Mstep: Class 3 contains 25590 members 
Mstep: Class 4 contains 9580 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9656 members 
Mstep: Class 7 contains 12542 members 
Mstep: Class 8 contains 317372 members 
Mstep: Class 9 contains 96814 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 30837 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 6887 members 
Mstep: Class 19 contains 5314 members 
Mstep: Class 20 contains 24988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194102.000000 Penalty: 43161.070312
Iteration 170Q: 21 clusters Score -2.81941e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 12035 members 
Mstep: Class 3 contains 25449 members 
Mstep: Class 4 contains 9574 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9658 members 
Mstep: Class 7 contains 12535 members 
Mstep: Class 8 contains 317504 members 
Mstep: Class 9 contains 96767 members 
Mstep: Class 10 contains 1462 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 2681 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 30746 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 3186 members 
Mstep: Class 18 contains 7095 members 
Mstep: Class 19 contains 5318 members 
Mstep: Class 20 contains 25030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194266.000000 Penalty: 43161.070312
Iteration 171Q: 21 clusters Score -2.819427e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 12035 members 
Mstep: Class 3 contains 25247 members 
Mstep: Class 4 contains 9562 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9660 members 
Mstep: Class 7 contains 12534 members 
Mstep: Class 8 contains 317653 members 
Mstep: Class 9 contains 96728 members 
Mstep: Class 10 contains 1465 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 2554 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 30643 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 3209 members 
Mstep: Class 18 contains 7336 members 
Mstep: Class 19 contains 5327 members 
Mstep: Class 20 contains 25096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194350.000000 Penalty: 43161.070312
Iteration 172Q: 21 clusters Score -2.819435e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 12035 members 
Mstep: Class 3 contains 25019 members 
Mstep: Class 4 contains 9554 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9659 members 
Mstep: Class 7 contains 12532 members 
Mstep: Class 8 contains 317815 members 
Mstep: Class 9 contains 96680 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 2432 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 30550 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 3230 members 
Mstep: Class 18 contains 7604 members 
Mstep: Class 19 contains 5331 members 
Mstep: Class 20 contains 25149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194482.000000 Penalty: 43161.070312
Iteration 173Q: 21 clusters Score -2.819448e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 12031 members 
Mstep: Class 3 contains 24788 members 
Mstep: Class 4 contains 9550 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9661 members 
Mstep: Class 7 contains 12527 members 
Mstep: Class 8 contains 317959 members 
Mstep: Class 9 contains 96623 members 
Mstep: Class 10 contains 1466 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 30464 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 3249 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 5332 members 
Mstep: Class 20 contains 25219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194572.000000 Penalty: 43161.070312
Iteration 174Q: 21 clusters Score -2.819457e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 12026 members 
Mstep: Class 3 contains 24558 members 
Mstep: Class 4 contains 9547 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9663 members 
Mstep: Class 7 contains 12529 members 
Mstep: Class 8 contains 318094 members 
Mstep: Class 9 contains 96579 members 
Mstep: Class 10 contains 1468 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 30374 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 3266 members 
Mstep: Class 18 contains 8137 members 
Mstep: Class 19 contains 5312 members 
Mstep: Class 20 contains 25300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194690.000000 Penalty: 43161.070312
Iteration 175Q: 21 clusters Score -2.819469e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 12022 members 
Mstep: Class 3 contains 24305 members 
Mstep: Class 4 contains 9540 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9665 members 
Mstep: Class 7 contains 12528 members 
Mstep: Class 8 contains 318237 members 
Mstep: Class 9 contains 96541 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 2109 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 30276 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 3294 members 
Mstep: Class 18 contains 8386 members 
Mstep: Class 19 contains 5291 members 
Mstep: Class 20 contains 25404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194868.000000 Penalty: 43161.070312
Iteration 176Q: 21 clusters Score -2.819487e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 12022 members 
Mstep: Class 3 contains 24017 members 
Mstep: Class 4 contains 9538 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9669 members 
Mstep: Class 7 contains 12528 members 
Mstep: Class 8 contains 318392 members 
Mstep: Class 9 contains 96483 members 
Mstep: Class 10 contains 1477 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 2008 members 
Mstep: Class 13 contains 2746 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 30170 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 3322 members 
Mstep: Class 18 contains 8648 members 
Mstep: Class 19 contains 5278 members 
Mstep: Class 20 contains 25523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195040.000000 Penalty: 43161.070312
Iteration 177Q: 21 clusters Score -2.819504e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 12020 members 
Mstep: Class 3 contains 23714 members 
Mstep: Class 4 contains 9525 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9673 members 
Mstep: Class 7 contains 12525 members 
Mstep: Class 8 contains 318550 members 
Mstep: Class 9 contains 96426 members 
Mstep: Class 10 contains 1479 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 1922 members 
Mstep: Class 13 contains 2744 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 30073 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 3351 members 
Mstep: Class 18 contains 8892 members 
Mstep: Class 19 contains 5266 members 
Mstep: Class 20 contains 25668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195164.000000 Penalty: 43161.070312
Iteration 178Q: 21 clusters Score -2.819516e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 12019 members 
Mstep: Class 3 contains 23387 members 
Mstep: Class 4 contains 9504 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9676 members 
Mstep: Class 7 contains 12539 members 
Mstep: Class 8 contains 318695 members 
Mstep: Class 9 contains 96360 members 
Mstep: Class 10 contains 1488 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 2744 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 29989 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 3379 members 
Mstep: Class 18 contains 9085 members 
Mstep: Class 19 contains 5248 members 
Mstep: Class 20 contains 25853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195268.000000 Penalty: 43161.070312
Iteration 179Q: 21 clusters Score -2.819527e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 12018 members 
Mstep: Class 3 contains 23051 members 
Mstep: Class 4 contains 9489 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9683 members 
Mstep: Class 7 contains 12539 members 
Mstep: Class 8 contains 318831 members 
Mstep: Class 9 contains 96300 members 
Mstep: Class 10 contains 1492 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 2736 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 29909 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 9302 members 
Mstep: Class 19 contains 5230 members 
Mstep: Class 20 contains 26047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195384.000000 Penalty: 43161.070312
Iteration 180F: 21 clusters Score -2.819538e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 12016 members 
Mstep: Class 3 contains 22763 members 
Mstep: Class 4 contains 9463 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9686 members 
Mstep: Class 7 contains 12544 members 
Mstep: Class 8 contains 318968 members 
Mstep: Class 9 contains 96236 members 
Mstep: Class 10 contains 1494 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 2733 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 29819 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 3413 members 
Mstep: Class 18 contains 9495 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 26241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195570.000000 Penalty: 43161.070312
Iteration 181Q: 21 clusters Score -2.819557e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 12016 members 
Mstep: Class 3 contains 22461 members 
Mstep: Class 4 contains 9433 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9687 members 
Mstep: Class 7 contains 12548 members 
Mstep: Class 8 contains 319070 members 
Mstep: Class 9 contains 96177 members 
Mstep: Class 10 contains 1495 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 2733 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 29744 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 3422 members 
Mstep: Class 18 contains 9683 members 
Mstep: Class 19 contains 5196 members 
Mstep: Class 20 contains 26457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195690.000000 Penalty: 43161.070312
Iteration 182Q: 21 clusters Score -2.819569e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 12014 members 
Mstep: Class 3 contains 22135 members 
Mstep: Class 4 contains 9405 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9693 members 
Mstep: Class 7 contains 12556 members 
Mstep: Class 8 contains 319170 members 
Mstep: Class 9 contains 96130 members 
Mstep: Class 10 contains 1497 members 
Mstep: Class 11 contains 381 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 13 contains 2731 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 29669 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 3436 members 
Mstep: Class 18 contains 9871 members 
Mstep: Class 19 contains 5194 members 
Mstep: Class 20 contains 26655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195808.000000 Penalty: 43161.070312
Iteration 183Q: 21 clusters Score -2.819581e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 12013 members 
Mstep: Class 3 contains 21767 members 
Mstep: Class 4 contains 9376 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9698 members 
Mstep: Class 7 contains 12579 members 
Mstep: Class 8 contains 319279 members 
Mstep: Class 9 contains 96073 members 
Mstep: Class 10 contains 1504 members 
Mstep: Class 11 contains 382 members 
Mstep: Class 12 contains 1661 members 
Mstep: Class 13 contains 2732 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 29599 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 10061 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 26872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195974.000000 Penalty: 43161.070312
Iteration 184Q: 21 clusters Score -2.819597e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 12009 members 
Mstep: Class 3 contains 21440 members 
Mstep: Class 4 contains 9354 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 9706 members 
Mstep: Class 7 contains 12596 members 
Mstep: Class 8 contains 319363 members 
Mstep: Class 9 contains 96037 members 
Mstep: Class 10 contains 1509 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 13 contains 2730 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 29520 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 3460 members 
Mstep: Class 18 contains 10257 members 
Mstep: Class 19 contains 5164 members 
Mstep: Class 20 contains 27068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196046.000000 Penalty: 43161.070312
Iteration 185Q: 21 clusters Score -2.819605e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 12008 members 
Mstep: Class 3 contains 21118 members 
Mstep: Class 4 contains 9335 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 9710 members 
Mstep: Class 7 contains 12616 members 
Mstep: Class 8 contains 319465 members 
Mstep: Class 9 contains 95995 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 29434 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 3470 members 
Mstep: Class 18 contains 10451 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 27259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196254.000000 Penalty: 43161.070312
Iteration 186Q: 21 clusters Score -2.819625e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 12006 members 
Mstep: Class 3 contains 20796 members 
Mstep: Class 4 contains 9299 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 9712 members 
Mstep: Class 7 contains 12634 members 
Mstep: Class 8 contains 319597 members 
Mstep: Class 9 contains 95958 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 29350 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 17 contains 3482 members 
Mstep: Class 18 contains 10632 members 
Mstep: Class 19 contains 5129 members 
Mstep: Class 20 contains 27426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196318.000000 Penalty: 43161.070312
Iteration 187Q: 21 clusters Score -2.819632e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 12007 members 
Mstep: Class 3 contains 20473 members 
Mstep: Class 4 contains 9270 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 9713 members 
Mstep: Class 7 contains 12652 members 
Mstep: Class 8 contains 319706 members 
Mstep: Class 9 contains 95931 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 1577 members 
Mstep: Class 13 contains 2723 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 29261 members 
Mstep: Class 16 contains 2628 members 
Mstep: Class 17 contains 3496 members 
Mstep: Class 18 contains 10798 members 
Mstep: Class 19 contains 5119 members 
Mstep: Class 20 contains 27615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196414.000000 Penalty: 43161.070312
Iteration 188Q: 21 clusters Score -2.819641e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 12008 members 
Mstep: Class 3 contains 20182 members 
Mstep: Class 4 contains 9241 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 9713 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 319826 members 
Mstep: Class 9 contains 95909 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 2722 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 29167 members 
Mstep: Class 16 contains 2619 members 
Mstep: Class 17 contains 3504 members 
Mstep: Class 18 contains 10975 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 27787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196446.000000 Penalty: 43161.070312
Iteration 189Q: 21 clusters Score -2.819645e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 12004 members 
Mstep: Class 3 contains 19908 members 
Mstep: Class 4 contains 9209 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 9717 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 319928 members 
Mstep: Class 9 contains 95881 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 1545 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 29082 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 11143 members 
Mstep: Class 19 contains 5084 members 
Mstep: Class 20 contains 27959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196440.000000 Penalty: 43161.070312
Iteration 190Q: 21 clusters Score -2.819644e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 11997 members 
Mstep: Class 3 contains 19658 members 
Mstep: Class 4 contains 9184 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 9723 members 
Mstep: Class 7 contains 12678 members 
Mstep: Class 8 contains 320019 members 
Mstep: Class 9 contains 95851 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 1534 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 29012 members 
Mstep: Class 16 contains 2609 members 
Mstep: Class 17 contains 3528 members 
Mstep: Class 18 contains 11288 members 
Mstep: Class 19 contains 5070 members 
Mstep: Class 20 contains 28113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196548.000000 Penalty: 43161.070312
Iteration 191Q: 21 clusters Score -2.819655e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 19454 members 
Mstep: Class 4 contains 9174 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9729 members 
Mstep: Class 7 contains 12683 members 
Mstep: Class 8 contains 320094 members 
Mstep: Class 9 contains 95827 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 2715 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28928 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 11404 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 28259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196584.000000 Penalty: 43161.070312
Iteration 192Q: 21 clusters Score -2.819658e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 11997 members 
Mstep: Class 3 contains 19266 members 
Mstep: Class 4 contains 9158 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 9730 members 
Mstep: Class 7 contains 12691 members 
Mstep: Class 8 contains 320174 members 
Mstep: Class 9 contains 95804 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 2710 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28863 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 11504 members 
Mstep: Class 19 contains 5053 members 
Mstep: Class 20 contains 28386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196646.000000 Penalty: 43161.070312
Iteration 193Q: 21 clusters Score -2.819665e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 11997 members 
Mstep: Class 3 contains 19084 members 
Mstep: Class 4 contains 9155 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9732 members 
Mstep: Class 7 contains 12714 members 
Mstep: Class 8 contains 320261 members 
Mstep: Class 9 contains 95780 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 1508 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28789 members 
Mstep: Class 16 contains 2604 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 11592 members 
Mstep: Class 19 contains 5045 members 
Mstep: Class 20 contains 28494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196644.000000 Penalty: 43161.070312
Iteration 194Q: 21 clusters Score -2.819664e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 18904 members 
Mstep: Class 4 contains 9139 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9735 members 
Mstep: Class 7 contains 12738 members 
Mstep: Class 8 contains 320363 members 
Mstep: Class 9 contains 95758 members 
Mstep: Class 10 contains 1533 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 1502 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28709 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 17 contains 3545 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 5031 members 
Mstep: Class 20 contains 28603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196714.000000 Penalty: 43161.070312
Iteration 195Q: 21 clusters Score -2.819671e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 12000 members 
Mstep: Class 3 contains 18703 members 
Mstep: Class 4 contains 9134 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9739 members 
Mstep: Class 7 contains 12760 members 
Mstep: Class 8 contains 320481 members 
Mstep: Class 9 contains 95731 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 383 members 
Mstep: Class 12 contains 1500 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28627 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 11765 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 28702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196728.000000 Penalty: 43161.070312
Iteration 196Q: 21 clusters Score -2.819673e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 11999 members 
Mstep: Class 3 contains 18532 members 
Mstep: Class 4 contains 9123 members 
Mstep: Class 5 contains 2015 members 
Mstep: Class 6 contains 9746 members 
Mstep: Class 7 contains 12772 members 
Mstep: Class 8 contains 320574 members 
Mstep: Class 9 contains 95725 members 
Mstep: Class 10 contains 1534 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 1488 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28555 members 
Mstep: Class 16 contains 2601 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 11853 members 
Mstep: Class 19 contains 5003 members 
Mstep: Class 20 contains 28802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196794.000000 Penalty: 43161.070312
Iteration 197Q: 21 clusters Score -2.819679e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 11998 members 
Mstep: Class 3 contains 18375 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 9751 members 
Mstep: Class 7 contains 12780 members 
Mstep: Class 8 contains 320681 members 
Mstep: Class 9 contains 95715 members 
Mstep: Class 10 contains 1537 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 1479 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28483 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 3553 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 28888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196806.000000 Penalty: 43161.070312
Iteration 198Q: 21 clusters Score -2.819681e+07 nChanged 402
Entering ConstructFrom: 
Score: -28196806.000000 Penalty: 43161.070312
Entering ConstructFrom: 
Trying to split cluster 1 (17172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Entering Unmasked Estep 
Score: -871719.062500 Penalty: 1584.543335
	Iteration 0F: 2 clusters Score -871719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -859890.000000 Penalty: 3169.086670
	Iteration 0F: 3 clusters Score -859890 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -864087.250000 Penalty: 3169.086670
	Iteration 1F: 3 clusters Score -864087.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -864393.000000 Penalty: 3169.086670
	Iteration 2Q: 3 clusters Score -864393 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -864632.375000 Penalty: 3169.086670
	Iteration 3Q: 3 clusters Score -864632.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -864872.562500 Penalty: 3169.086670
	Iteration 4Q: 3 clusters Score -864872.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -865166.250000 Penalty: 3169.086670
	Iteration 5Q: 3 clusters Score -865166.2 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -865584.250000 Penalty: 3169.086670
	Iteration 6Q: 3 clusters Score -865584.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -866095.250000 Penalty: 3169.086670
	Iteration 7Q: 3 clusters Score -866095.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -866709.687500 Penalty: 3169.086670
	Iteration 8Q: 3 clusters Score -866709.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -867352.500000 Penalty: 3169.086670
	Iteration 9F: 3 clusters Score -867352.5 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -867839.937500 Penalty: 3169.086670
	Iteration 10Q: 3 clusters Score -867839.9 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -868140.812500 Penalty: 3169.086670
	Iteration 11Q: 3 clusters Score -868140.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -868294.562500 Penalty: 3169.086670
	Iteration 12Q: 3 clusters Score -868294.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -868391.437500 Penalty: 3169.086670
	Iteration 13Q: 3 clusters Score -868391.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -868443.500000 Penalty: 3169.086670
	Iteration 14Q: 3 clusters Score -868443.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -868491.437500 Penalty: 3169.086670
	Iteration 15Q: 3 clusters Score -868491.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -868535.625000 Penalty: 3169.086670
	Iteration 16Q: 3 clusters Score -868535.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -868584.687500 Penalty: 3169.086670
	Iteration 17Q: 3 clusters Score -868584.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -868626.000000 Penalty: 3169.086670
	Iteration 18Q: 3 clusters Score -868626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -868671.625000 Penalty: 3169.086670
	Iteration 19Q: 3 clusters Score -868671.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -868705.000000 Penalty: 3169.086670
	Iteration 20F: 3 clusters Score -868705 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -868736.000000 Penalty: 3169.086670
	Iteration 21Q: 3 clusters Score -868736 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -868768.187500 Penalty: 3169.086670
	Iteration 22Q: 3 clusters Score -868768.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -868798.187500 Penalty: 3169.086670
	Iteration 23Q: 3 clusters Score -868798.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -868822.125000 Penalty: 3169.086670
	Iteration 24Q: 3 clusters Score -868822.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -868846.437500 Penalty: 3169.086670
	Iteration 25Q: 3 clusters Score -868846.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -868870.250000 Penalty: 3169.086670
	Iteration 26Q: 3 clusters Score -868870.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -868899.000000 Penalty: 3169.086670
	Iteration 27Q: 3 clusters Score -868899 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -868927.500000 Penalty: 3169.086670
	Iteration 28Q: 3 clusters Score -868927.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -868970.562500 Penalty: 3169.086670
	Iteration 29Q: 3 clusters Score -868970.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -869011.062500 Penalty: 3169.086670
	Iteration 30Q: 3 clusters Score -869011.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -869042.187500 Penalty: 3169.086670
	Iteration 31Q: 3 clusters Score -869042.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -869075.562500 Penalty: 3169.086670
	Iteration 32Q: 3 clusters Score -869075.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -869104.875000 Penalty: 3169.086670
	Iteration 33Q: 3 clusters Score -869104.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -869133.625000 Penalty: 3169.086670
	Iteration 34Q: 3 clusters Score -869133.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -869171.437500 Penalty: 3169.086670
	Iteration 35Q: 3 clusters Score -869171.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -869194.062500 Penalty: 3169.086670
	Iteration 36Q: 3 clusters Score -869194.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -869216.750000 Penalty: 3169.086670
	Iteration 37Q: 3 clusters Score -869216.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -869232.187500 Penalty: 3169.086670
	Iteration 38Q: 3 clusters Score -869232.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -869249.187500 Penalty: 3169.086670
	Iteration 39Q: 3 clusters Score -869249.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -869269.625000 Penalty: 3169.086670
	Iteration 40F: 3 clusters Score -869269.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -869282.812500 Penalty: 3169.086670
	Iteration 41Q: 3 clusters Score -869282.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -869300.937500 Penalty: 3169.086670
	Iteration 42Q: 3 clusters Score -869300.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -869319.562500 Penalty: 3169.086670
	Iteration 43Q: 3 clusters Score -869319.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -869342.375000 Penalty: 3169.086670
	Iteration 44Q: 3 clusters Score -869342.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -869355.750000 Penalty: 3169.086670
	Iteration 45Q: 3 clusters Score -869355.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -869379.562500 Penalty: 3169.086670
	Iteration 46Q: 3 clusters Score -869379.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -869407.250000 Penalty: 3169.086670
	Iteration 47Q: 3 clusters Score -869407.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -869423.875000 Penalty: 3169.086670
	Iteration 48Q: 3 clusters Score -869423.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -869440.250000 Penalty: 3169.086670
	Iteration 49Q: 3 clusters Score -869440.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -869462.250000 Penalty: 3169.086670
	Iteration 50Q: 3 clusters Score -869462.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -869478.000000 Penalty: 3169.086670
	Iteration 51Q: 3 clusters Score -869478 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -869489.625000 Penalty: 3169.086670
	Iteration 52Q: 3 clusters Score -869489.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -869506.000000 Penalty: 3169.086670
	Iteration 53Q: 3 clusters Score -869506 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -869513.625000 Penalty: 3169.086670
	Iteration 54Q: 3 clusters Score -869513.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -869525.437500 Penalty: 3169.086670
	Iteration 55Q: 3 clusters Score -869525.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -869535.562500 Penalty: 3169.086670
	Iteration 56Q: 3 clusters Score -869535.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -869545.125000 Penalty: 3169.086670
	Iteration 57Q: 3 clusters Score -869545.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -869554.562500 Penalty: 3169.086670
	Iteration 58Q: 3 clusters Score -869554.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -869568.062500 Penalty: 3169.086670
	Iteration 59Q: 3 clusters Score -869568.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -869580.250000 Penalty: 3169.086670
	Iteration 60F: 3 clusters Score -869580.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -869591.937500 Penalty: 3169.086670
	Iteration 61Q: 3 clusters Score -869591.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -869600.562500 Penalty: 3169.086670
	Iteration 62Q: 3 clusters Score -869600.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -869609.250000 Penalty: 3169.086670
	Iteration 63Q: 3 clusters Score -869609.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -869622.500000 Penalty: 3169.086670
	Iteration 64Q: 3 clusters Score -869622.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -869638.562500 Penalty: 3169.086670
	Iteration 65Q: 3 clusters Score -869638.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -869651.812500 Penalty: 3169.086670
	Iteration 66Q: 3 clusters Score -869651.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -869663.500000 Penalty: 3169.086670
	Iteration 67Q: 3 clusters Score -869663.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -869674.375000 Penalty: 3169.086670
	Iteration 68Q: 3 clusters Score -869674.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -869685.500000 Penalty: 3169.086670
	Iteration 69Q: 3 clusters Score -869685.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -869696.062500 Penalty: 3169.086670
	Iteration 70Q: 3 clusters Score -869696.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -869709.062500 Penalty: 3169.086670
	Iteration 71Q: 3 clusters Score -869709.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -869729.062500 Penalty: 3169.086670
	Iteration 72Q: 3 clusters Score -869729.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -869754.312500 Penalty: 3169.086670
	Iteration 73Q: 3 clusters Score -869754.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -869781.312500 Penalty: 3169.086670
	Iteration 74Q: 3 clusters Score -869781.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -869806.125000 Penalty: 3169.086670
	Iteration 75Q: 3 clusters Score -869806.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -869838.062500 Penalty: 3169.086670
	Iteration 76Q: 3 clusters Score -869838.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -869876.000000 Penalty: 3169.086670
	Iteration 77Q: 3 clusters Score -869876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -869907.750000 Penalty: 3169.086670
	Iteration 78Q: 3 clusters Score -869907.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -869934.375000 Penalty: 3169.086670
	Iteration 79Q: 3 clusters Score -869934.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -869966.375000 Penalty: 3169.086670
	Iteration 80F: 3 clusters Score -869966.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -869991.062500 Penalty: 3169.086670
	Iteration 81Q: 3 clusters Score -869991.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -870012.062500 Penalty: 3169.086670
	Iteration 82Q: 3 clusters Score -870012.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -870038.250000 Penalty: 3169.086670
	Iteration 83Q: 3 clusters Score -870038.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -870055.312500 Penalty: 3169.086670
	Iteration 84Q: 3 clusters Score -870055.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -870069.625000 Penalty: 3169.086670
	Iteration 85Q: 3 clusters Score -870069.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -870078.062500 Penalty: 3169.086670
	Iteration 86Q: 3 clusters Score -870078.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -870087.125000 Penalty: 3169.086670
	Iteration 87Q: 3 clusters Score -870087.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -870092.875000 Penalty: 3169.086670
	Iteration 88Q: 3 clusters Score -870092.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -870094.750000 Penalty: 3169.086670
	Iteration 89Q: 3 clusters Score -870094.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -870100.750000 Penalty: 3169.086670
	Iteration 90Q: 3 clusters Score -870100.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -870106.500000 Penalty: 3169.086670
	Iteration 91Q: 3 clusters Score -870106.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -870115.875000 Penalty: 3169.086670
	Iteration 92Q: 3 clusters Score -870115.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -870124.750000 Penalty: 3169.086670
	Iteration 93Q: 3 clusters Score -870124.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -870128.875000 Penalty: 3169.086670
	Iteration 94Q: 3 clusters Score -870128.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -870135.187500 Penalty: 3169.086670
	Iteration 95Q: 3 clusters Score -870135.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -870143.812500 Penalty: 3169.086670
	Iteration 96Q: 3 clusters Score -870143.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -870149.187500 Penalty: 3169.086670
	Iteration 97Q: 3 clusters Score -870149.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -870161.062500 Penalty: 3169.086670
	Iteration 98Q: 3 clusters Score -870161.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -870172.812500 Penalty: 3169.086670
	Iteration 99Q: 3 clusters Score -870172.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -870184.750000 Penalty: 3169.086670
	Iteration 100F: 3 clusters Score -870184.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -870205.750000 Penalty: 3169.086670
	Iteration 101Q: 3 clusters Score -870205.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -870225.500000 Penalty: 3169.086670
	Iteration 102Q: 3 clusters Score -870225.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -870247.875000 Penalty: 3169.086670
	Iteration 103Q: 3 clusters Score -870247.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -870263.062500 Penalty: 3169.086670
	Iteration 104Q: 3 clusters Score -870263.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -870275.500000 Penalty: 3169.086670
	Iteration 105Q: 3 clusters Score -870275.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -870289.000000 Penalty: 3169.086670
	Iteration 106Q: 3 clusters Score -870289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -870307.375000 Penalty: 3169.086670
	Iteration 107Q: 3 clusters Score -870307.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -870322.812500 Penalty: 3169.086670
	Iteration 108Q: 3 clusters Score -870322.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -870336.625000 Penalty: 3169.086670
	Iteration 109Q: 3 clusters Score -870336.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -870346.187500 Penalty: 3169.086670
	Iteration 110Q: 3 clusters Score -870346.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -870352.687500 Penalty: 3169.086670
	Iteration 111Q: 3 clusters Score -870352.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -870361.937500 Penalty: 3169.086670
	Iteration 112Q: 3 clusters Score -870361.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -870372.437500 Penalty: 3169.086670
	Iteration 113Q: 3 clusters Score -870372.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -870380.562500 Penalty: 3169.086670
	Iteration 114Q: 3 clusters Score -870380.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -870386.625000 Penalty: 3169.086670
	Iteration 115Q: 3 clusters Score -870386.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -870394.250000 Penalty: 3169.086670
	Iteration 116Q: 3 clusters Score -870394.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -870402.250000 Penalty: 3169.086670
	Iteration 117Q: 3 clusters Score -870402.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -870408.062500 Penalty: 3169.086670
	Iteration 118Q: 3 clusters Score -870408.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -870412.187500 Penalty: 3169.086670
	Iteration 119Q: 3 clusters Score -870412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -870413.687500 Penalty: 3169.086670
	Iteration 120F: 3 clusters Score -870413.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -870412.625000 Penalty: 3169.086670
	Iteration 121Q: 3 clusters Score -870412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -870415.187500 Penalty: 3169.086670
	Iteration 122Q: 3 clusters Score -870415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -870417.625000 Penalty: 3169.086670
	Iteration 123Q: 3 clusters Score -870417.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -870424.375000 Penalty: 3169.086670
	Iteration 124Q: 3 clusters Score -870424.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -870433.625000 Penalty: 3169.086670
	Iteration 125Q: 3 clusters Score -870433.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -870439.937500 Penalty: 3169.086670
	Iteration 126Q: 3 clusters Score -870439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -870447.687500 Penalty: 3169.086670
	Iteration 127Q: 3 clusters Score -870447.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -870451.562500 Penalty: 3169.086670
	Iteration 128Q: 3 clusters Score -870451.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -870457.875000 Penalty: 3169.086670
	Iteration 129Q: 3 clusters Score -870457.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -870461.000000 Penalty: 3169.086670
	Iteration 130Q: 3 clusters Score -870461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -870465.937500 Penalty: 3169.086670
	Iteration 131Q: 3 clusters Score -870465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -870467.750000 Penalty: 3169.086670
	Iteration 132Q: 3 clusters Score -870467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -870472.437500 Penalty: 3169.086670
	Iteration 133Q: 3 clusters Score -870472.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -870476.187500 Penalty: 3169.086670
	Iteration 134Q: 3 clusters Score -870476.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -870478.937500 Penalty: 3169.086670
	Iteration 135Q: 3 clusters Score -870478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -870482.312500 Penalty: 3169.086670
	Iteration 136Q: 3 clusters Score -870482.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -870488.062500 Penalty: 3169.086670
	Iteration 137Q: 3 clusters Score -870488.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -870491.625000 Penalty: 3169.086670
	Iteration 138Q: 3 clusters Score -870491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -870496.500000 Penalty: 3169.086670
	Iteration 139Q: 3 clusters Score -870496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -870498.812500 Penalty: 3169.086670
	Iteration 140F: 3 clusters Score -870498.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -870502.000000 Penalty: 3169.086670
	Iteration 141Q: 3 clusters Score -870502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -870504.187500 Penalty: 3169.086670
	Iteration 142Q: 3 clusters Score -870504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -870504.500000 Penalty: 3169.086670
	Iteration 143Q: 3 clusters Score -870504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -870505.562500 Penalty: 3169.086670
	Iteration 144Q: 3 clusters Score -870505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -870505.500000 Penalty: 3169.086670
	Iteration 145Q: 3 clusters Score -870505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -870505.500000 Penalty: 3169.086670
	Iteration 146F: 3 clusters Score -870505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Entering Unmasked Estep 
Score: -607673.187500 Penalty: 1526.280518
	Iteration 0F: 2 clusters Score -607673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -599148.000000 Penalty: 3052.561035
	Iteration 0F: 3 clusters Score -599148 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -602086.625000 Penalty: 3052.561035
	Iteration 1F: 3 clusters Score -602086.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -602386.937500 Penalty: 3052.561035
	Iteration 2F: 3 clusters Score -602386.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -602627.687500 Penalty: 3052.561035
	Iteration 3Q: 3 clusters Score -602627.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -602854.062500 Penalty: 3052.561035
	Iteration 4Q: 3 clusters Score -602854.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -603075.250000 Penalty: 3052.561035
	Iteration 5Q: 3 clusters Score -603075.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -603272.687500 Penalty: 3052.561035
	Iteration 6Q: 3 clusters Score -603272.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -603468.250000 Penalty: 3052.561035
	Iteration 7Q: 3 clusters Score -603468.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -603697.312500 Penalty: 3052.561035
	Iteration 8Q: 3 clusters Score -603697.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -603950.937500 Penalty: 3052.561035
	Iteration 9Q: 3 clusters Score -603950.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -604165.937500 Penalty: 3052.561035
	Iteration 10Q: 3 clusters Score -604165.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -604351.812500 Penalty: 3052.561035
	Iteration 11Q: 3 clusters Score -604351.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -604513.312500 Penalty: 3052.561035
	Iteration 12Q: 3 clusters Score -604513.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -604638.812500 Penalty: 3052.561035
	Iteration 13Q: 3 clusters Score -604638.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -604722.062500 Penalty: 3052.561035
	Iteration 14Q: 3 clusters Score -604722.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -604807.875000 Penalty: 3052.561035
	Iteration 15Q: 3 clusters Score -604807.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -604892.062500 Penalty: 3052.561035
	Iteration 16Q: 3 clusters Score -604892.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -604973.125000 Penalty: 3052.561035
	Iteration 17Q: 3 clusters Score -604973.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -605036.812500 Penalty: 3052.561035
	Iteration 18Q: 3 clusters Score -605036.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -605096.812500 Penalty: 3052.561035
	Iteration 19Q: 3 clusters Score -605096.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -605157.187500 Penalty: 3052.561035
	Iteration 20F: 3 clusters Score -605157.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -605226.562500 Penalty: 3052.561035
	Iteration 21Q: 3 clusters Score -605226.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -605316.375000 Penalty: 3052.561035
	Iteration 22Q: 3 clusters Score -605316.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -605405.125000 Penalty: 3052.561035
	Iteration 23Q: 3 clusters Score -605405.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -605494.000000 Penalty: 3052.561035
	Iteration 24Q: 3 clusters Score -605494 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -605597.562500 Penalty: 3052.561035
	Iteration 25Q: 3 clusters Score -605597.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -605707.375000 Penalty: 3052.561035
	Iteration 26Q: 3 clusters Score -605707.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -605812.437500 Penalty: 3052.561035
	Iteration 27Q: 3 clusters Score -605812.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -605905.562500 Penalty: 3052.561035
	Iteration 28Q: 3 clusters Score -605905.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -605962.937500 Penalty: 3052.561035
	Iteration 29Q: 3 clusters Score -605962.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -606013.187500 Penalty: 3052.561035
	Iteration 30Q: 3 clusters Score -606013.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -606055.125000 Penalty: 3052.561035
	Iteration 31Q: 3 clusters Score -606055.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -606102.375000 Penalty: 3052.561035
	Iteration 32Q: 3 clusters Score -606102.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -606140.250000 Penalty: 3052.561035
	Iteration 33Q: 3 clusters Score -606140.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -606170.375000 Penalty: 3052.561035
	Iteration 34Q: 3 clusters Score -606170.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -606189.500000 Penalty: 3052.561035
	Iteration 35Q: 3 clusters Score -606189.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -606216.000000 Penalty: 3052.561035
	Iteration 36Q: 3 clusters Score -606216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -606240.687500 Penalty: 3052.561035
	Iteration 37Q: 3 clusters Score -606240.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -606261.500000 Penalty: 3052.561035
	Iteration 38Q: 3 clusters Score -606261.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -606275.250000 Penalty: 3052.561035
	Iteration 39Q: 3 clusters Score -606275.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -606289.062500 Penalty: 3052.561035
	Iteration 40F: 3 clusters Score -606289.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -606301.000000 Penalty: 3052.561035
	Iteration 41Q: 3 clusters Score -606301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -606310.750000 Penalty: 3052.561035
	Iteration 42Q: 3 clusters Score -606310.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -606318.375000 Penalty: 3052.561035
	Iteration 43Q: 3 clusters Score -606318.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -606326.062500 Penalty: 3052.561035
	Iteration 44Q: 3 clusters Score -606326.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -606333.562500 Penalty: 3052.561035
	Iteration 45Q: 3 clusters Score -606333.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -606336.937500 Penalty: 3052.561035
	Iteration 46Q: 3 clusters Score -606336.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -606343.250000 Penalty: 3052.561035
	Iteration 47Q: 3 clusters Score -606343.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -606346.937500 Penalty: 3052.561035
	Iteration 48Q: 3 clusters Score -606346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -606349.750000 Penalty: 3052.561035
	Iteration 49Q: 3 clusters Score -606349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -606349.750000 Penalty: 3052.561035
	Iteration 50Q: 3 clusters Score -606349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -606349.750000 Penalty: 3052.561035
	Iteration 51F: 3 clusters Score -606349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Entering Unmasked Estep 
Score: -887727.187500 Penalty: 1594.339111
	Iteration 0F: 2 clusters Score -887727.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -875232.500000 Penalty: 3188.678223
	Iteration 0F: 3 clusters Score -875232.5 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -879704.937500 Penalty: 3188.678223
	Iteration 1F: 3 clusters Score -879704.9 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -880074.375000 Penalty: 3188.678223
	Iteration 2F: 3 clusters Score -880074.4 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -880398.000000 Penalty: 3188.678223
	Iteration 3Q: 3 clusters Score -880398 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -880721.812500 Penalty: 3188.678223
	Iteration 4Q: 3 clusters Score -880721.8 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -881036.875000 Penalty: 3188.678223
	Iteration 5Q: 3 clusters Score -881036.9 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -881365.687500 Penalty: 3188.678223
	Iteration 6Q: 3 clusters Score -881365.7 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -881745.812500 Penalty: 3188.678223
	Iteration 7Q: 3 clusters Score -881745.8 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -882138.562500 Penalty: 3188.678223
	Iteration 8Q: 3 clusters Score -882138.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -882532.812500 Penalty: 3188.678223
	Iteration 9Q: 3 clusters Score -882532.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -882947.937500 Penalty: 3188.678223
	Iteration 10Q: 3 clusters Score -882947.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -883324.937500 Penalty: 3188.678223
	Iteration 11Q: 3 clusters Score -883324.9 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -883632.750000 Penalty: 3188.678223
	Iteration 12Q: 3 clusters Score -883632.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -883882.437500 Penalty: 3188.678223
	Iteration 13Q: 3 clusters Score -883882.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -884056.875000 Penalty: 3188.678223
	Iteration 14Q: 3 clusters Score -884056.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -884195.000000 Penalty: 3188.678223
	Iteration 15Q: 3 clusters Score -884195 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -884302.500000 Penalty: 3188.678223
	Iteration 16Q: 3 clusters Score -884302.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -884386.187500 Penalty: 3188.678223
	Iteration 17Q: 3 clusters Score -884386.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -884450.687500 Penalty: 3188.678223
	Iteration 18Q: 3 clusters Score -884450.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -884514.625000 Penalty: 3188.678223
	Iteration 19Q: 3 clusters Score -884514.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -884579.750000 Penalty: 3188.678223
	Iteration 20F: 3 clusters Score -884579.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -884648.312500 Penalty: 3188.678223
	Iteration 21Q: 3 clusters Score -884648.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -884728.375000 Penalty: 3188.678223
	Iteration 22Q: 3 clusters Score -884728.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -884809.562500 Penalty: 3188.678223
	Iteration 23Q: 3 clusters Score -884809.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -884878.625000 Penalty: 3188.678223
	Iteration 24Q: 3 clusters Score -884878.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -884966.500000 Penalty: 3188.678223
	Iteration 25Q: 3 clusters Score -884966.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -885056.750000 Penalty: 3188.678223
	Iteration 26Q: 3 clusters Score -885056.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -885144.812500 Penalty: 3188.678223
	Iteration 27Q: 3 clusters Score -885144.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -885239.875000 Penalty: 3188.678223
	Iteration 28Q: 3 clusters Score -885239.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -885349.187500 Penalty: 3188.678223
	Iteration 29Q: 3 clusters Score -885349.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -885471.750000 Penalty: 3188.678223
	Iteration 30Q: 3 clusters Score -885471.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -885612.750000 Penalty: 3188.678223
	Iteration 31Q: 3 clusters Score -885612.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -885753.250000 Penalty: 3188.678223
	Iteration 32Q: 3 clusters Score -885753.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -885913.625000 Penalty: 3188.678223
	Iteration 33Q: 3 clusters Score -885913.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -886104.750000 Penalty: 3188.678223
	Iteration 34Q: 3 clusters Score -886104.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -886328.375000 Penalty: 3188.678223
	Iteration 35Q: 3 clusters Score -886328.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -886538.062500 Penalty: 3188.678223
	Iteration 36Q: 3 clusters Score -886538.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -886702.750000 Penalty: 3188.678223
	Iteration 37Q: 3 clusters Score -886702.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -886829.437500 Penalty: 3188.678223
	Iteration 38Q: 3 clusters Score -886829.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -886901.250000 Penalty: 3188.678223
	Iteration 39Q: 3 clusters Score -886901.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -886979.812500 Penalty: 3188.678223
	Iteration 40F: 3 clusters Score -886979.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -887029.687500 Penalty: 3188.678223
	Iteration 41Q: 3 clusters Score -887029.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -887056.062500 Penalty: 3188.678223
	Iteration 42Q: 3 clusters Score -887056.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -887074.437500 Penalty: 3188.678223
	Iteration 43Q: 3 clusters Score -887074.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -887083.750000 Penalty: 3188.678223
	Iteration 44Q: 3 clusters Score -887083.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -887088.312500 Penalty: 3188.678223
	Iteration 45Q: 3 clusters Score -887088.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -887092.000000 Penalty: 3188.678223
	Iteration 46Q: 3 clusters Score -887092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -887093.187500 Penalty: 3188.678223
	Iteration 47Q: 3 clusters Score -887093.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -887093.937500 Penalty: 3188.678223
	Iteration 48Q: 3 clusters Score -887093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -887094.562500 Penalty: 3188.678223
	Iteration 49Q: 3 clusters Score -887094.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -887095.812500 Penalty: 3188.678223
	Iteration 50Q: 3 clusters Score -887095.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -887097.562500 Penalty: 3188.678223
	Iteration 51Q: 3 clusters Score -887097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -887099.687500 Penalty: 3188.678223
	Iteration 52Q: 3 clusters Score -887099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -887101.437500 Penalty: 3188.678223
	Iteration 53Q: 3 clusters Score -887101.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -887099.312500 Penalty: 3188.678223
	Iteration 54Q: 3 clusters Score -887099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -887101.000000 Penalty: 3188.678223
	Iteration 55Q: 3 clusters Score -887101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -887101.000000 Penalty: 3188.678223
	Iteration 56Q: 3 clusters Score -887101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -887101.000000 Penalty: 3188.678223
	Iteration 57Q: 3 clusters Score -887101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -887102.562500 Penalty: 3188.678223
	Iteration 58Q: 3 clusters Score -887102.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -887100.562500 Penalty: 3188.678223
	Iteration 59Q: 3 clusters Score -887100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -887104.062500 Penalty: 3188.678223
	Iteration 60F: 3 clusters Score -887104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -887102.875000 Penalty: 3188.678223
	Iteration 61Q: 3 clusters Score -887102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -887102.625000 Penalty: 3188.678223
	Iteration 62Q: 3 clusters Score -887102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -887103.000000 Penalty: 3188.678223
	Iteration 63Q: 3 clusters Score -887103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -887103.500000 Penalty: 3188.678223
	Iteration 64Q: 3 clusters Score -887103.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -887103.500000 Penalty: 3188.678223
	Iteration 65F: 3 clusters Score -887103.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Entering Unmasked Estep 
Score: -442232.750000 Penalty: 1481.515381
	Iteration 0F: 2 clusters Score -442232.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -435603.250000 Penalty: 2963.030762
	Iteration 0F: 3 clusters Score -435603.2 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -437742.500000 Penalty: 2963.030762
	Iteration 1F: 3 clusters Score -437742.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -437985.000000 Penalty: 2963.030762
	Iteration 2F: 3 clusters Score -437985 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -438233.375000 Penalty: 2963.030762
	Iteration 3F: 3 clusters Score -438233.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -438507.343750 Penalty: 2963.030762
	Iteration 4F: 3 clusters Score -438507.3 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -438863.687500 Penalty: 2963.030762
	Iteration 5F: 3 clusters Score -438863.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -439304.187500 Penalty: 2963.030762
	Iteration 6F: 3 clusters Score -439304.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -439754.656250 Penalty: 2963.030762
	Iteration 7F: 3 clusters Score -439754.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -440139.531250 Penalty: 2963.030762
	Iteration 8Q: 3 clusters Score -440139.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -440450.156250 Penalty: 2963.030762
	Iteration 9Q: 3 clusters Score -440450.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -440654.312500 Penalty: 2963.030762
	Iteration 10Q: 3 clusters Score -440654.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -440761.718750 Penalty: 2963.030762
	Iteration 11Q: 3 clusters Score -440761.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -440814.593750 Penalty: 2963.030762
	Iteration 12Q: 3 clusters Score -440814.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -440848.218750 Penalty: 2963.030762
	Iteration 13Q: 3 clusters Score -440848.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -440868.156250 Penalty: 2963.030762
	Iteration 14Q: 3 clusters Score -440868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -440886.437500 Penalty: 2963.030762
	Iteration 15Q: 3 clusters Score -440886.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -440890.968750 Penalty: 2963.030762
	Iteration 16Q: 3 clusters Score -440891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -440895.406250 Penalty: 2963.030762
	Iteration 17Q: 3 clusters Score -440895.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -440909.281250 Penalty: 2963.030762
	Iteration 18Q: 3 clusters Score -440909.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -440916.500000 Penalty: 2963.030762
	Iteration 19Q: 3 clusters Score -440916.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -440929.281250 Penalty: 2963.030762
	Iteration 20F: 3 clusters Score -440929.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -440933.687500 Penalty: 2963.030762
	Iteration 21Q: 3 clusters Score -440933.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -440936.781250 Penalty: 2963.030762
	Iteration 22Q: 3 clusters Score -440936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -440944.218750 Penalty: 2963.030762
	Iteration 23Q: 3 clusters Score -440944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -440947.500000 Penalty: 2963.030762
	Iteration 24Q: 3 clusters Score -440947.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -440948.468750 Penalty: 2963.030762
	Iteration 25Q: 3 clusters Score -440948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -440948.500000 Penalty: 2963.030762
	Iteration 26Q: 3 clusters Score -440948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -440948.500000 Penalty: 2963.030762
	Iteration 27F: 3 clusters Score -440948.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -92453.421875 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -92453.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -90351.195312 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -90351.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -90796.625000 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -90796.62 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -90939.359375 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -90939.36 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -91040.195312 Penalty: 2473.044189
	Iteration 3F: 3 clusters Score -91040.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -91134.226562 Penalty: 2473.044189
	Iteration 4Q: 3 clusters Score -91134.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -91231.960938 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -91231.96 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -91320.117188 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -91320.12 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -91394.046875 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -91394.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -91448.359375 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -91448.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -91486.296875 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -91486.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -91506.164062 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -91506.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -91526.320312 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -91526.32 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -91552.656250 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -91552.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -91575.242188 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -91575.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -91589.570312 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -91589.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -91599.843750 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -91599.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -91606.351562 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -91606.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -91612.734375 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -91612.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -91618.906250 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -91618.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -91620.593750 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -91620.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -91621.218750 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -91621.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -91621.437500 Penalty: 2473.044189
	Iteration 21Q: 3 clusters Score -91621.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -91622.210938 Penalty: 2473.044189
	Iteration 22Q: 3 clusters Score -91622.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -91622.210938 Penalty: 2473.044189
	Iteration 23F: 3 clusters Score -91622.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Entering Unmasked Estep 
Score: -476846.125000 Penalty: 1492.616211
	Iteration 0F: 2 clusters Score -476846.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -469820.187500 Penalty: 2985.232422
	Iteration 0F: 3 clusters Score -469820.2 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -471962.656250 Penalty: 2985.232422
	Iteration 1F: 3 clusters Score -471962.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -472188.906250 Penalty: 2985.232422
	Iteration 2F: 3 clusters Score -472188.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -472344.000000 Penalty: 2985.232422
	Iteration 3Q: 3 clusters Score -472344 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -472489.375000 Penalty: 2985.232422
	Iteration 4Q: 3 clusters Score -472489.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -472633.062500 Penalty: 2985.232422
	Iteration 5Q: 3 clusters Score -472633.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -472746.125000 Penalty: 2985.232422
	Iteration 6Q: 3 clusters Score -472746.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -472842.687500 Penalty: 2985.232422
	Iteration 7Q: 3 clusters Score -472842.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -472938.531250 Penalty: 2985.232422
	Iteration 8Q: 3 clusters Score -472938.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -473031.250000 Penalty: 2985.232422
	Iteration 9Q: 3 clusters Score -473031.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -473121.375000 Penalty: 2985.232422
	Iteration 10Q: 3 clusters Score -473121.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -473214.656250 Penalty: 2985.232422
	Iteration 11Q: 3 clusters Score -473214.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -473321.468750 Penalty: 2985.232422
	Iteration 12Q: 3 clusters Score -473321.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -473455.156250 Penalty: 2985.232422
	Iteration 13Q: 3 clusters Score -473455.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -473601.468750 Penalty: 2985.232422
	Iteration 14Q: 3 clusters Score -473601.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -473765.593750 Penalty: 2985.232422
	Iteration 15Q: 3 clusters Score -473765.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -473955.437500 Penalty: 2985.232422
	Iteration 16Q: 3 clusters Score -473955.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -474154.437500 Penalty: 2985.232422
	Iteration 17Q: 3 clusters Score -474154.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -474336.000000 Penalty: 2985.232422
	Iteration 18Q: 3 clusters Score -474336 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -474468.656250 Penalty: 2985.232422
	Iteration 19Q: 3 clusters Score -474468.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -474566.312500 Penalty: 2985.232422
	Iteration 20F: 3 clusters Score -474566.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -474635.250000 Penalty: 2985.232422
	Iteration 21Q: 3 clusters Score -474635.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -474711.625000 Penalty: 2985.232422
	Iteration 22Q: 3 clusters Score -474711.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -474776.843750 Penalty: 2985.232422
	Iteration 23Q: 3 clusters Score -474776.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -474845.625000 Penalty: 2985.232422
	Iteration 24Q: 3 clusters Score -474845.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -474908.125000 Penalty: 2985.232422
	Iteration 25Q: 3 clusters Score -474908.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -474969.000000 Penalty: 2985.232422
	Iteration 26Q: 3 clusters Score -474969 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -475020.000000 Penalty: 2985.232422
	Iteration 27Q: 3 clusters Score -475020 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -475083.687500 Penalty: 2985.232422
	Iteration 28Q: 3 clusters Score -475083.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -475155.250000 Penalty: 2985.232422
	Iteration 29Q: 3 clusters Score -475155.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -475220.000000 Penalty: 2985.232422
	Iteration 30Q: 3 clusters Score -475220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -475270.812500 Penalty: 2985.232422
	Iteration 31Q: 3 clusters Score -475270.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -475319.625000 Penalty: 2985.232422
	Iteration 32Q: 3 clusters Score -475319.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -475349.656250 Penalty: 2985.232422
	Iteration 33Q: 3 clusters Score -475349.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -475375.062500 Penalty: 2985.232422
	Iteration 34Q: 3 clusters Score -475375.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -475396.687500 Penalty: 2985.232422
	Iteration 35Q: 3 clusters Score -475396.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -475417.343750 Penalty: 2985.232422
	Iteration 36Q: 3 clusters Score -475417.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -475448.000000 Penalty: 2985.232422
	Iteration 37Q: 3 clusters Score -475448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -475469.718750 Penalty: 2985.232422
	Iteration 38Q: 3 clusters Score -475469.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -475498.875000 Penalty: 2985.232422
	Iteration 39Q: 3 clusters Score -475498.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -475530.906250 Penalty: 2985.232422
	Iteration 40F: 3 clusters Score -475530.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -475558.468750 Penalty: 2985.232422
	Iteration 41Q: 3 clusters Score -475558.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -475574.750000 Penalty: 2985.232422
	Iteration 42Q: 3 clusters Score -475574.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -475594.156250 Penalty: 2985.232422
	Iteration 43Q: 3 clusters Score -475594.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -475602.875000 Penalty: 2985.232422
	Iteration 44Q: 3 clusters Score -475602.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -475618.937500 Penalty: 2985.232422
	Iteration 45Q: 3 clusters Score -475618.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -475633.625000 Penalty: 2985.232422
	Iteration 46Q: 3 clusters Score -475633.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -475647.000000 Penalty: 2985.232422
	Iteration 47Q: 3 clusters Score -475647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -475656.531250 Penalty: 2985.232422
	Iteration 48Q: 3 clusters Score -475656.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -475662.250000 Penalty: 2985.232422
	Iteration 49Q: 3 clusters Score -475662.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -475665.812500 Penalty: 2985.232422
	Iteration 50Q: 3 clusters Score -475665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -475669.437500 Penalty: 2985.232422
	Iteration 51Q: 3 clusters Score -475669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -475672.125000 Penalty: 2985.232422
	Iteration 52Q: 3 clusters Score -475672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -475671.593750 Penalty: 2985.232422
	Iteration 53Q: 3 clusters Score -475671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -475673.187500 Penalty: 2985.232422
	Iteration 54Q: 3 clusters Score -475673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -475674.968750 Penalty: 2985.232422
	Iteration 55Q: 3 clusters Score -475675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -475675.812500 Penalty: 2985.232422
	Iteration 56Q: 3 clusters Score -475675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -475677.312500 Penalty: 2985.232422
	Iteration 57Q: 3 clusters Score -475677.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -475678.000000 Penalty: 2985.232422
	Iteration 58Q: 3 clusters Score -475678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -475678.218750 Penalty: 2985.232422
	Iteration 59Q: 3 clusters Score -475678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -475680.156250 Penalty: 2985.232422
	Iteration 60F: 3 clusters Score -475680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -475684.843750 Penalty: 2985.232422
	Iteration 61Q: 3 clusters Score -475684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -475685.937500 Penalty: 2985.232422
	Iteration 62Q: 3 clusters Score -475685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -475688.906250 Penalty: 2985.232422
	Iteration 63Q: 3 clusters Score -475688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -475689.343750 Penalty: 2985.232422
	Iteration 64Q: 3 clusters Score -475689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -475691.875000 Penalty: 2985.232422
	Iteration 65Q: 3 clusters Score -475691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -475695.000000 Penalty: 2985.232422
	Iteration 66Q: 3 clusters Score -475695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -475696.500000 Penalty: 2985.232422
	Iteration 67Q: 3 clusters Score -475696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -475699.968750 Penalty: 2985.232422
	Iteration 68Q: 3 clusters Score -475700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -475701.250000 Penalty: 2985.232422
	Iteration 69Q: 3 clusters Score -475701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -475702.656250 Penalty: 2985.232422
	Iteration 70Q: 3 clusters Score -475702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -475703.281250 Penalty: 2985.232422
	Iteration 71Q: 3 clusters Score -475703.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -475705.218750 Penalty: 2985.232422
	Iteration 72Q: 3 clusters Score -475705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -475705.125000 Penalty: 2985.232422
	Iteration 73Q: 3 clusters Score -475705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -475706.531250 Penalty: 2985.232422
	Iteration 74Q: 3 clusters Score -475706.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -475708.656250 Penalty: 2985.232422
	Iteration 75Q: 3 clusters Score -475708.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -475709.312500 Penalty: 2985.232422
	Iteration 76Q: 3 clusters Score -475709.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -475711.656250 Penalty: 2985.232422
	Iteration 77Q: 3 clusters Score -475711.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -475712.000000 Penalty: 2985.232422
	Iteration 78Q: 3 clusters Score -475712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -475712.312500 Penalty: 2985.232422
	Iteration 79Q: 3 clusters Score -475712.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -475712.312500 Penalty: 2985.232422
	Iteration 80F: 3 clusters Score -475712.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Entering Unmasked Estep 
Score: -622929.875000 Penalty: 1536.655396
	Iteration 0F: 2 clusters Score -622929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -613987.625000 Penalty: 3073.310791
	Iteration 0F: 3 clusters Score -613987.6 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -616953.937500 Penalty: 3073.310791
	Iteration 1F: 3 clusters Score -616953.9 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -617308.437500 Penalty: 3073.310791
	Iteration 2F: 3 clusters Score -617308.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -617730.000000 Penalty: 3073.310791
	Iteration 3F: 3 clusters Score -617730 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -618328.437500 Penalty: 3073.310791
	Iteration 4F: 3 clusters Score -618328.4 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -619150.500000 Penalty: 3073.310791
	Iteration 5F: 3 clusters Score -619150.5 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -620093.312500 Penalty: 3073.310791
	Iteration 6F: 3 clusters Score -620093.3 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -620984.062500 Penalty: 3073.310791
	Iteration 7F: 3 clusters Score -620984.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -621682.687500 Penalty: 3073.310791
	Iteration 8Q: 3 clusters Score -621682.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -622078.750000 Penalty: 3073.310791
	Iteration 9Q: 3 clusters Score -622078.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -622222.125000 Penalty: 3073.310791
	Iteration 10Q: 3 clusters Score -622222.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -622267.312500 Penalty: 3073.310791
	Iteration 11Q: 3 clusters Score -622267.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -622288.687500 Penalty: 3073.310791
	Iteration 12Q: 3 clusters Score -622288.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -622303.875000 Penalty: 3073.310791
	Iteration 13Q: 3 clusters Score -622303.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -622309.562500 Penalty: 3073.310791
	Iteration 14Q: 3 clusters Score -622309.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -622313.312500 Penalty: 3073.310791
	Iteration 15Q: 3 clusters Score -622313.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -622317.000000 Penalty: 3073.310791
	Iteration 16Q: 3 clusters Score -622317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -622317.937500 Penalty: 3073.310791
	Iteration 17Q: 3 clusters Score -622317.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -622316.812500 Penalty: 3073.310791
	Iteration 18Q: 3 clusters Score -622316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -622317.937500 Penalty: 3073.310791
	Iteration 19Q: 3 clusters Score -622317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -622319.250000 Penalty: 3073.310791
	Iteration 20F: 3 clusters Score -622319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -622318.312500 Penalty: 3073.310791
	Iteration 21Q: 3 clusters Score -622318.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -622318.750000 Penalty: 3073.310791
	Iteration 22Q: 3 clusters Score -622318.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -622318.750000 Penalty: 3073.310791
	Iteration 23F: 3 clusters Score -622318.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (320771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320771 members 
Entering Unmasked Estep 
Score: -16133504.000000 Penalty: 2060.253418
	Iteration 0F: 2 clusters Score -1.61335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160020 members 
Mstep: Class 2 contains 160751 members 
Entering Unmasked Estep 
Score: -15917171.000000 Penalty: 4120.506836
	Iteration 0F: 3 clusters Score -1.591717e+07 nChanged 156513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147951 members 
Mstep: Class 2 contains 172820 members 
Entering Unmasked Estep 
Score: -16010524.000000 Penalty: 4120.506836
	Iteration 1F: 3 clusters Score -1.601052e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139750 members 
Mstep: Class 2 contains 181021 members 
Entering Unmasked Estep 
Score: -16013533.000000 Penalty: 4120.506836
	Iteration 2Q: 3 clusters Score -1.601353e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126644 members 
Mstep: Class 2 contains 194127 members 
Entering Unmasked Estep 
Score: -16019780.000000 Penalty: 4120.506836
	Iteration 3Q: 3 clusters Score -1.601978e+07 nChanged 21001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 213888 members 
Entering Unmasked Estep 
Score: -16032682.000000 Penalty: 4120.506836
	Iteration 4F: 3 clusters Score -1.603268e+07 nChanged 27261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 240313 members 
Entering Unmasked Estep 
Score: -16053841.000000 Penalty: 4120.506836
	Iteration 5F: 3 clusters Score -1.605384e+07 nChanged 29934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 269813 members 
Entering Unmasked Estep 
Score: -16081916.000000 Penalty: 4120.506836
	Iteration 6F: 3 clusters Score -1.608192e+07 nChanged 25036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 294671 members 
Entering Unmasked Estep 
Score: -16106891.000000 Penalty: 4120.506836
	Iteration 7F: 3 clusters Score -1.610689e+07 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 309884 members 
Entering Unmasked Estep 
Score: -16121830.000000 Penalty: 4120.506836
	Iteration 8Q: 3 clusters Score -1.612183e+07 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 316818 members 
Entering Unmasked Estep 
Score: -16128149.000000 Penalty: 4120.506836
	Iteration 9Q: 3 clusters Score -1.612815e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 319348 members 
Entering Unmasked Estep 
Score: -16130446.000000 Penalty: 4120.506836
	Iteration 10Q: 3 clusters Score -1.613045e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 320167 members 
Entering Unmasked Estep 
Score: -16131237.000000 Penalty: 4120.506836
	Iteration 11Q: 3 clusters Score -1.613124e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 320402 members 
Entering Unmasked Estep 
Score: -16131457.000000 Penalty: 4120.506836
	Iteration 12Q: 3 clusters Score -1.613146e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 320470 members 
Entering Unmasked Estep 
Score: -16131529.000000 Penalty: 4120.506836
	Iteration 13Q: 3 clusters Score -1.613153e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 320498 members 
Entering Unmasked Estep 
Score: -16131575.000000 Penalty: 4120.506836
	Iteration 14Q: 3 clusters Score -1.613158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 320509 members 
Entering Unmasked Estep 
Score: -16131607.000000 Penalty: 4120.506836
	Iteration 15Q: 3 clusters Score -1.613161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 320520 members 
Entering Unmasked Estep 
Score: -16131626.000000 Penalty: 4120.506836
	Iteration 16Q: 3 clusters Score -1.613163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 320523 members 
Entering Unmasked Estep 
Score: -16131635.000000 Penalty: 4120.506836
	Iteration 17Q: 3 clusters Score -1.613164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 320527 members 
Entering Unmasked Estep 
Score: -16131648.000000 Penalty: 4120.506836
	Iteration 18Q: 3 clusters Score -1.613165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 320531 members 
Entering Unmasked Estep 
Score: -16131663.000000 Penalty: 4120.506836
	Iteration 19Q: 3 clusters Score -1.613166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320532 members 
Entering Unmasked Estep 
Score: -16131664.000000 Penalty: 4120.506836
	Iteration 20F: 3 clusters Score -1.613166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 320530 members 
Entering Unmasked Estep 
Score: -16131680.000000 Penalty: 4120.506836
	Iteration 21Q: 3 clusters Score -1.613168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 320527 members 
Entering Unmasked Estep 
Score: -16131701.000000 Penalty: 4120.506836
	Iteration 22Q: 3 clusters Score -1.61317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 320526 members 
Entering Unmasked Estep 
Score: -16131700.000000 Penalty: 4120.506836
	Iteration 23Q: 3 clusters Score -1.61317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320528 members 
Entering Unmasked Estep 
Score: -16131707.000000 Penalty: 4120.506836
	Iteration 24Q: 3 clusters Score -1.613171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320532 members 
Entering Unmasked Estep 
Score: -16131708.000000 Penalty: 4120.506836
	Iteration 25Q: 3 clusters Score -1.613171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 320535 members 
Entering Unmasked Estep 
Score: -16131711.000000 Penalty: 4120.506836
	Iteration 26Q: 3 clusters Score -1.613171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 320538 members 
Entering Unmasked Estep 
Score: -16131707.000000 Penalty: 4120.506836
	Iteration 27Q: 3 clusters Score -1.613171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 320534 members 
Entering Unmasked Estep 
Score: -16131699.000000 Penalty: 4120.506836
	Iteration 28Q: 3 clusters Score -1.61317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 320534 members 
Entering Unmasked Estep 
Score: -16131703.000000 Penalty: 4120.506836
	Iteration 29Q: 3 clusters Score -1.61317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 320534 members 
Entering Unmasked Estep 
Score: -16131706.000000 Penalty: 4120.506836
	Iteration 30Q: 3 clusters Score -1.613171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 320534 members 
Entering Unmasked Estep 
Score: -16131713.000000 Penalty: 4120.506836
	Iteration 31Q: 3 clusters Score -1.613171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 320532 members 
Entering Unmasked Estep 
Score: -16131720.000000 Penalty: 4120.506836
	Iteration 32Q: 3 clusters Score -1.613172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320528 members 
Entering Unmasked Estep 
Score: -16131729.000000 Penalty: 4120.506836
	Iteration 33Q: 3 clusters Score -1.613173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320528 members 
Entering Unmasked Estep 
Score: -16131729.000000 Penalty: 4120.506836
	Iteration 34F: 3 clusters Score -1.613173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (95702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95702 members 
Entering Unmasked Estep 
Score: -4724292.000000 Penalty: 1863.711548
	Iteration 0F: 2 clusters Score -4724292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -4660280.000000 Penalty: 3727.423096
	Iteration 0F: 3 clusters Score -4660280 nChanged 45873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -4686899.000000 Penalty: 3727.423096
	Iteration 1F: 3 clusters Score -4686899 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -4688285.500000 Penalty: 3727.423096
	Iteration 2Q: 3 clusters Score -4688286 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -4690517.000000 Penalty: 3727.423096
	Iteration 3Q: 3 clusters Score -4690517 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4694270.000000 Penalty: 3727.423096
	Iteration 4F: 3 clusters Score -4694270 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67039 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -4699970.000000 Penalty: 3727.423096
	Iteration 5F: 3 clusters Score -4699970 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73484 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -4707011.000000 Penalty: 3727.423096
	Iteration 6F: 3 clusters Score -4707011 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4713174.000000 Penalty: 3727.423096
	Iteration 7F: 3 clusters Score -4713174 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -4717187.500000 Penalty: 3727.423096
	Iteration 8Q: 3 clusters Score -4717188 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4719189.500000 Penalty: 3727.423096
	Iteration 9Q: 3 clusters Score -4719190 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -4720191.500000 Penalty: 3727.423096
	Iteration 10Q: 3 clusters Score -4720192 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86193 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -4720761.000000 Penalty: 3727.423096
	Iteration 11Q: 3 clusters Score -4720761 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -4721133.000000 Penalty: 3727.423096
	Iteration 12Q: 3 clusters Score -4721133 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4721431.500000 Penalty: 3727.423096
	Iteration 13Q: 3 clusters Score -4721432 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88549 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -4721708.000000 Penalty: 3727.423096
	Iteration 14Q: 3 clusters Score -4721708 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4721958.000000 Penalty: 3727.423096
	Iteration 15Q: 3 clusters Score -4721958 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -4722157.000000 Penalty: 3727.423096
	Iteration 16Q: 3 clusters Score -4722157 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90289 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4722345.000000 Penalty: 3727.423096
	Iteration 17Q: 3 clusters Score -4722345 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4722521.000000 Penalty: 3727.423096
	Iteration 18Q: 3 clusters Score -4722521 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91121 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -4722597.000000 Penalty: 3727.423096
	Iteration 19Q: 3 clusters Score -4722597 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -4722723.500000 Penalty: 3727.423096
	Iteration 20F: 3 clusters Score -4722724 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91780 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4722828.500000 Penalty: 3727.423096
	Iteration 21Q: 3 clusters Score -4722828 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -4722889.500000 Penalty: 3727.423096
	Iteration 22Q: 3 clusters Score -4722890 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92285 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4722966.500000 Penalty: 3727.423096
	Iteration 23Q: 3 clusters Score -4722966 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4723026.000000 Penalty: 3727.423096
	Iteration 24Q: 3 clusters Score -4723026 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4723081.500000 Penalty: 3727.423096
	Iteration 25Q: 3 clusters Score -4723082 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92924 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4723154.500000 Penalty: 3727.423096
	Iteration 26Q: 3 clusters Score -4723154 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93076 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4723198.000000 Penalty: 3727.423096
	Iteration 27Q: 3 clusters Score -4723198 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93212 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4723239.500000 Penalty: 3727.423096
	Iteration 28Q: 3 clusters Score -4723240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93324 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4723279.500000 Penalty: 3727.423096
	Iteration 29Q: 3 clusters Score -4723280 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93431 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4723311.500000 Penalty: 3727.423096
	Iteration 30Q: 3 clusters Score -4723312 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93514 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4723326.500000 Penalty: 3727.423096
	Iteration 31Q: 3 clusters Score -4723326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93592 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4723336.000000 Penalty: 3727.423096
	Iteration 32Q: 3 clusters Score -4723336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93662 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4723355.500000 Penalty: 3727.423096
	Iteration 33Q: 3 clusters Score -4723356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93729 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4723365.500000 Penalty: 3727.423096
	Iteration 34Q: 3 clusters Score -4723366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93784 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4723400.000000 Penalty: 3727.423096
	Iteration 35Q: 3 clusters Score -4723400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93838 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4723415.000000 Penalty: 3727.423096
	Iteration 36Q: 3 clusters Score -4723415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93884 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4723425.000000 Penalty: 3727.423096
	Iteration 37Q: 3 clusters Score -4723425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93918 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4723432.500000 Penalty: 3727.423096
	Iteration 38Q: 3 clusters Score -4723432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4723441.500000 Penalty: 3727.423096
	Iteration 39Q: 3 clusters Score -4723442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93982 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4723446.500000 Penalty: 3727.423096
	Iteration 40F: 3 clusters Score -4723446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4723438.500000 Penalty: 3727.423096
	Iteration 41Q: 3 clusters Score -4723438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94020 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4723450.500000 Penalty: 3727.423096
	Iteration 42Q: 3 clusters Score -4723450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94035 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4723451.000000 Penalty: 3727.423096
	Iteration 43Q: 3 clusters Score -4723451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4723459.000000 Penalty: 3727.423096
	Iteration 44Q: 3 clusters Score -4723459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94058 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4723461.000000 Penalty: 3727.423096
	Iteration 45Q: 3 clusters Score -4723461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4723470.500000 Penalty: 3727.423096
	Iteration 46Q: 3 clusters Score -4723470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94068 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4723476.500000 Penalty: 3727.423096
	Iteration 47Q: 3 clusters Score -4723476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94069 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -4723477.500000 Penalty: 3727.423096
	Iteration 48Q: 3 clusters Score -4723478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4723474.500000 Penalty: 3727.423096
	Iteration 49Q: 3 clusters Score -4723474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4723476.500000 Penalty: 3727.423096
	Iteration 50Q: 3 clusters Score -4723476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94080 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4723482.000000 Penalty: 3727.423096
	Iteration 51Q: 3 clusters Score -4723482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4723485.000000 Penalty: 3727.423096
	Iteration 52Q: 3 clusters Score -4723485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94093 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4723488.000000 Penalty: 3727.423096
	Iteration 53Q: 3 clusters Score -4723488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94094 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4723490.500000 Penalty: 3727.423096
	Iteration 54Q: 3 clusters Score -4723490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94096 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4723495.000000 Penalty: 3727.423096
	Iteration 55Q: 3 clusters Score -4723495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4723496.500000 Penalty: 3727.423096
	Iteration 56Q: 3 clusters Score -4723496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94099 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4723495.500000 Penalty: 3727.423096
	Iteration 57Q: 3 clusters Score -4723496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94105 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4723500.000000 Penalty: 3727.423096
	Iteration 58Q: 3 clusters Score -4723500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4723505.000000 Penalty: 3727.423096
	Iteration 59Q: 3 clusters Score -4723505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4723504.500000 Penalty: 3727.423096
	Iteration 60F: 3 clusters Score -4723504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4723501.500000 Penalty: 3727.423096
	Iteration 61Q: 3 clusters Score -4723502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94114 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4723508.500000 Penalty: 3727.423096
	Iteration 62Q: 3 clusters Score -4723508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4723502.500000 Penalty: 3727.423096
	Iteration 63Q: 3 clusters Score -4723502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4723502.500000 Penalty: 3727.423096
	Iteration 64Q: 3 clusters Score -4723502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4723503.000000 Penalty: 3727.423096
	Iteration 65Q: 3 clusters Score -4723503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94118 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4723505.500000 Penalty: 3727.423096
	Iteration 66Q: 3 clusters Score -4723506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4723507.000000 Penalty: 3727.423096
	Iteration 67Q: 3 clusters Score -4723507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94120 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -4723507.000000 Penalty: 3727.423096
	Iteration 68F: 3 clusters Score -4723507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -70487.625000 Penalty: 1192.358032
	Iteration 0F: 2 clusters Score -70487.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -68694.984375 Penalty: 2384.716064
	Iteration 0F: 3 clusters Score -68694.98 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -69065.015625 Penalty: 2384.716064
	Iteration 1F: 3 clusters Score -69065.02 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -69139.500000 Penalty: 2384.716064
	Iteration 2F: 3 clusters Score -69139.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -69184.093750 Penalty: 2384.716064
	Iteration 3Q: 3 clusters Score -69184.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -69212.773438 Penalty: 2384.716064
	Iteration 4Q: 3 clusters Score -69212.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -69227.718750 Penalty: 2384.716064
	Iteration 5Q: 3 clusters Score -69227.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -69241.125000 Penalty: 2384.716064
	Iteration 6Q: 3 clusters Score -69241.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -69250.890625 Penalty: 2384.716064
	Iteration 7Q: 3 clusters Score -69250.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -69256.765625 Penalty: 2384.716064
	Iteration 8Q: 3 clusters Score -69256.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -69260.828125 Penalty: 2384.716064
	Iteration 9Q: 3 clusters Score -69260.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69264.218750 Penalty: 2384.716064
	Iteration 10Q: 3 clusters Score -69264.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69265.757812 Penalty: 2384.716064
	Iteration 11Q: 3 clusters Score -69265.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -69266.054688 Penalty: 2384.716064
	Iteration 12Q: 3 clusters Score -69266.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -69266.539062 Penalty: 2384.716064
	Iteration 13Q: 3 clusters Score -69266.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -69267.328125 Penalty: 2384.716064
	Iteration 14Q: 3 clusters Score -69267.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -69267.328125 Penalty: 2384.716064
	Iteration 15F: 3 clusters Score -69267.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Entering Unmasked Estep 
Score: -15770.941406 Penalty: 966.979431
	Iteration 0F: 2 clusters Score -15770.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14779.051758 Penalty: 1933.958862
	Iteration 0F: 3 clusters Score -14779.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -14905.378906 Penalty: 1933.958862
	Iteration 1F: 3 clusters Score -14905.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14942.464844 Penalty: 1933.958862
	Iteration 2Q: 3 clusters Score -14942.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14958.769531 Penalty: 1933.958862
	Iteration 3Q: 3 clusters Score -14958.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14961.777344 Penalty: 1933.958862
	Iteration 4Q: 3 clusters Score -14961.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14963.159180 Penalty: 1933.958862
	Iteration 5Q: 3 clusters Score -14963.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14964.812500 Penalty: 1933.958862
	Iteration 6Q: 3 clusters Score -14964.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -14964.812500 Penalty: 1933.958862
	Iteration 7F: 3 clusters Score -14964.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Entering Unmasked Estep 
Score: -61208.761719 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -61208.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -59513.066406 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -59513.07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -59866.519531 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -59866.52 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -59964.062500 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -59964.06 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -60025.148438 Penalty: 2370.230713
	Iteration 3F: 3 clusters Score -60025.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -60059.425781 Penalty: 2370.230713
	Iteration 4Q: 3 clusters Score -60059.43 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -60094.203125 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -60094.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -60128.960938 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -60128.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -60165.476562 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -60165.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -60187.761719 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -60187.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -60200.765625 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -60200.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -60218.726562 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -60218.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -60232.738281 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -60232.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -60243.742188 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -60243.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -60253.496094 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -60253.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -60260.699219 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -60260.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -60265.371094 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -60265.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -60271.632812 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -60271.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -60279.324219 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -60279.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -60282.757812 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -60282.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -60285.343750 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -60285.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -60289.410156 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -60289.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -60293.992188 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -60293.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -60297.406250 Penalty: 2370.230713
	Iteration 22Q: 3 clusters Score -60297.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -60300.691406 Penalty: 2370.230713
	Iteration 23Q: 3 clusters Score -60300.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -60301.175781 Penalty: 2370.230713
	Iteration 24Q: 3 clusters Score -60301.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -60301.175781 Penalty: 2370.230713
	Iteration 25F: 3 clusters Score -60301.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -141771.062500 Penalty: 1284.034058
	Iteration 0F: 2 clusters Score -141771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -139213.046875 Penalty: 2568.068115
	Iteration 0F: 3 clusters Score -139213 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -139775.984375 Penalty: 2568.068115
	Iteration 1F: 3 clusters Score -139776 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -139888.234375 Penalty: 2568.068115
	Iteration 2F: 3 clusters Score -139888.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -139957.078125 Penalty: 2568.068115
	Iteration 3Q: 3 clusters Score -139957.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -140012.781250 Penalty: 2568.068115
	Iteration 4Q: 3 clusters Score -140012.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -140059.296875 Penalty: 2568.068115
	Iteration 5Q: 3 clusters Score -140059.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -140085.390625 Penalty: 2568.068115
	Iteration 6Q: 3 clusters Score -140085.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -140104.375000 Penalty: 2568.068115
	Iteration 7Q: 3 clusters Score -140104.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -140125.500000 Penalty: 2568.068115
	Iteration 8Q: 3 clusters Score -140125.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -140140.343750 Penalty: 2568.068115
	Iteration 9Q: 3 clusters Score -140140.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -140154.406250 Penalty: 2568.068115
	Iteration 10Q: 3 clusters Score -140154.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -140168.625000 Penalty: 2568.068115
	Iteration 11Q: 3 clusters Score -140168.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -140177.718750 Penalty: 2568.068115
	Iteration 12Q: 3 clusters Score -140177.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -140186.328125 Penalty: 2568.068115
	Iteration 13Q: 3 clusters Score -140186.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -140194.765625 Penalty: 2568.068115
	Iteration 14Q: 3 clusters Score -140194.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -140201.468750 Penalty: 2568.068115
	Iteration 15Q: 3 clusters Score -140201.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -140204.515625 Penalty: 2568.068115
	Iteration 16Q: 3 clusters Score -140204.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -140208.437500 Penalty: 2568.068115
	Iteration 17Q: 3 clusters Score -140208.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -140211.828125 Penalty: 2568.068115
	Iteration 18Q: 3 clusters Score -140211.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -140213.812500 Penalty: 2568.068115
	Iteration 19Q: 3 clusters Score -140213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -140218.140625 Penalty: 2568.068115
	Iteration 20F: 3 clusters Score -140218.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -140223.984375 Penalty: 2568.068115
	Iteration 21Q: 3 clusters Score -140224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -140227.750000 Penalty: 2568.068115
	Iteration 22Q: 3 clusters Score -140227.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -140234.140625 Penalty: 2568.068115
	Iteration 23Q: 3 clusters Score -140234.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -140241.062500 Penalty: 2568.068115
	Iteration 24Q: 3 clusters Score -140241.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -140247.937500 Penalty: 2568.068115
	Iteration 25Q: 3 clusters Score -140247.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -140254.468750 Penalty: 2568.068115
	Iteration 26Q: 3 clusters Score -140254.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -140258.421875 Penalty: 2568.068115
	Iteration 27Q: 3 clusters Score -140258.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -140262.468750 Penalty: 2568.068115
	Iteration 28Q: 3 clusters Score -140262.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -140267.875000 Penalty: 2568.068115
	Iteration 29Q: 3 clusters Score -140267.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -140270.750000 Penalty: 2568.068115
	Iteration 30Q: 3 clusters Score -140270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -140272.609375 Penalty: 2568.068115
	Iteration 31Q: 3 clusters Score -140272.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -140273.906250 Penalty: 2568.068115
	Iteration 32Q: 3 clusters Score -140273.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -140275.578125 Penalty: 2568.068115
	Iteration 33Q: 3 clusters Score -140275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -140277.265625 Penalty: 2568.068115
	Iteration 34Q: 3 clusters Score -140277.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -140278.140625 Penalty: 2568.068115
	Iteration 35Q: 3 clusters Score -140278.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -140280.828125 Penalty: 2568.068115
	Iteration 36Q: 3 clusters Score -140280.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -140283.843750 Penalty: 2568.068115
	Iteration 37Q: 3 clusters Score -140283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -140286.046875 Penalty: 2568.068115
	Iteration 38Q: 3 clusters Score -140286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -140287.640625 Penalty: 2568.068115
	Iteration 39Q: 3 clusters Score -140287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -140288.171875 Penalty: 2568.068115
	Iteration 40F: 3 clusters Score -140288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -140288.531250 Penalty: 2568.068115
	Iteration 41Q: 3 clusters Score -140288.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -140288.484375 Penalty: 2568.068115
	Iteration 42Q: 3 clusters Score -140288.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -140288.968750 Penalty: 2568.068115
	Iteration 43Q: 3 clusters Score -140289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -140288.968750 Penalty: 2568.068115
	Iteration 44F: 3 clusters Score -140289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -69471.796875 Penalty: 1177.881958
	Iteration 0F: 2 clusters Score -69471.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -67734.070312 Penalty: 2355.763916
	Iteration 0F: 3 clusters Score -67734.07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -68052.757812 Penalty: 2355.763916
	Iteration 1F: 3 clusters Score -68052.76 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -68141.078125 Penalty: 2355.763916
	Iteration 2F: 3 clusters Score -68141.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -68188.195312 Penalty: 2355.763916
	Iteration 3Q: 3 clusters Score -68188.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -68227.421875 Penalty: 2355.763916
	Iteration 4Q: 3 clusters Score -68227.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -68260.148438 Penalty: 2355.763916
	Iteration 5Q: 3 clusters Score -68260.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -68295.617188 Penalty: 2355.763916
	Iteration 6Q: 3 clusters Score -68295.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -68328.859375 Penalty: 2355.763916
	Iteration 7Q: 3 clusters Score -68328.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -68370.023438 Penalty: 2355.763916
	Iteration 8Q: 3 clusters Score -68370.02 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68383.281250 Penalty: 2355.763916
	Iteration 9Q: 3 clusters Score -68383.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68396.039062 Penalty: 2355.763916
	Iteration 10Q: 3 clusters Score -68396.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68406.640625 Penalty: 2355.763916
	Iteration 11Q: 3 clusters Score -68406.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -68423.140625 Penalty: 2355.763916
	Iteration 12Q: 3 clusters Score -68423.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -68435.648438 Penalty: 2355.763916
	Iteration 13Q: 3 clusters Score -68435.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68440.304688 Penalty: 2355.763916
	Iteration 14Q: 3 clusters Score -68440.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68446.281250 Penalty: 2355.763916
	Iteration 15Q: 3 clusters Score -68446.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68449.132812 Penalty: 2355.763916
	Iteration 16Q: 3 clusters Score -68449.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68454.289062 Penalty: 2355.763916
	Iteration 17Q: 3 clusters Score -68454.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68458.968750 Penalty: 2355.763916
	Iteration 18Q: 3 clusters Score -68458.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -68463.296875 Penalty: 2355.763916
	Iteration 19Q: 3 clusters Score -68463.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -68466.570312 Penalty: 2355.763916
	Iteration 20F: 3 clusters Score -68466.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68468.554688 Penalty: 2355.763916
	Iteration 21Q: 3 clusters Score -68468.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -68468.960938 Penalty: 2355.763916
	Iteration 22Q: 3 clusters Score -68468.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68469.367188 Penalty: 2355.763916
	Iteration 23Q: 3 clusters Score -68469.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -68470.203125 Penalty: 2355.763916
	Iteration 24Q: 3 clusters Score -68470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -68471.093750 Penalty: 2355.763916
	Iteration 25Q: 3 clusters Score -68471.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -68471.453125 Penalty: 2355.763916
	Iteration 26Q: 3 clusters Score -68471.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -68471.453125 Penalty: 2355.763916
	Iteration 27F: 3 clusters Score -68471.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Entering Unmasked Estep 
Score: -1468828.000000 Penalty: 1666.407104
	Iteration 0F: 2 clusters Score -1468828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1449775.875000 Penalty: 3332.814209
	Iteration 0F: 3 clusters Score -1449776 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1457084.875000 Penalty: 3332.814209
	Iteration 1F: 3 clusters Score -1457085 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1457680.875000 Penalty: 3332.814209
	Iteration 2F: 3 clusters Score -1457681 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1458462.000000 Penalty: 3332.814209
	Iteration 3F: 3 clusters Score -1458462 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1459583.500000 Penalty: 3332.814209
	Iteration 4F: 3 clusters Score -1459584 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1461076.000000 Penalty: 3332.814209
	Iteration 5F: 3 clusters Score -1461076 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -1462711.875000 Penalty: 3332.814209
	Iteration 6F: 3 clusters Score -1462712 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -1464221.625000 Penalty: 3332.814209
	Iteration 7F: 3 clusters Score -1464222 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -1465539.250000 Penalty: 3332.814209
	Iteration 8F: 3 clusters Score -1465539 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -1466466.750000 Penalty: 3332.814209
	Iteration 9Q: 3 clusters Score -1466467 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -1466933.750000 Penalty: 3332.814209
	Iteration 10Q: 3 clusters Score -1466934 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -1467174.125000 Penalty: 3332.814209
	Iteration 11Q: 3 clusters Score -1467174 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -1467320.000000 Penalty: 3332.814209
	Iteration 12Q: 3 clusters Score -1467320 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -1467414.125000 Penalty: 3332.814209
	Iteration 13Q: 3 clusters Score -1467414 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -1467487.250000 Penalty: 3332.814209
	Iteration 14Q: 3 clusters Score -1467487 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -1467543.250000 Penalty: 3332.814209
	Iteration 15Q: 3 clusters Score -1467543 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -1467577.000000 Penalty: 3332.814209
	Iteration 16Q: 3 clusters Score -1467577 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1467614.625000 Penalty: 3332.814209
	Iteration 17Q: 3 clusters Score -1467615 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -1467648.375000 Penalty: 3332.814209
	Iteration 18Q: 3 clusters Score -1467648 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -1467667.750000 Penalty: 3332.814209
	Iteration 19Q: 3 clusters Score -1467668 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -1467695.500000 Penalty: 3332.814209
	Iteration 20F: 3 clusters Score -1467696 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -1467718.250000 Penalty: 3332.814209
	Iteration 21Q: 3 clusters Score -1467718 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -1467735.500000 Penalty: 3332.814209
	Iteration 22Q: 3 clusters Score -1467736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -1467748.250000 Penalty: 3332.814209
	Iteration 23Q: 3 clusters Score -1467748 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -1467761.375000 Penalty: 3332.814209
	Iteration 24Q: 3 clusters Score -1467761 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -1467770.250000 Penalty: 3332.814209
	Iteration 25Q: 3 clusters Score -1467770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -1467779.875000 Penalty: 3332.814209
	Iteration 26Q: 3 clusters Score -1467780 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -1467787.375000 Penalty: 3332.814209
	Iteration 27Q: 3 clusters Score -1467787 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -1467800.125000 Penalty: 3332.814209
	Iteration 28Q: 3 clusters Score -1467800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -1467801.375000 Penalty: 3332.814209
	Iteration 29Q: 3 clusters Score -1467801 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -1467814.000000 Penalty: 3332.814209
	Iteration 30Q: 3 clusters Score -1467814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -1467811.375000 Penalty: 3332.814209
	Iteration 31Q: 3 clusters Score -1467811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -1467821.375000 Penalty: 3332.814209
	Iteration 32Q: 3 clusters Score -1467821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -1467822.625000 Penalty: 3332.814209
	Iteration 33Q: 3 clusters Score -1467823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -1467828.625000 Penalty: 3332.814209
	Iteration 34Q: 3 clusters Score -1467829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -1467840.125000 Penalty: 3332.814209
	Iteration 35Q: 3 clusters Score -1467840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -1467840.250000 Penalty: 3332.814209
	Iteration 36Q: 3 clusters Score -1467840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -1467840.625000 Penalty: 3332.814209
	Iteration 37Q: 3 clusters Score -1467841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -1467842.625000 Penalty: 3332.814209
	Iteration 38Q: 3 clusters Score -1467843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -1467844.875000 Penalty: 3332.814209
	Iteration 39Q: 3 clusters Score -1467845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -1467845.000000 Penalty: 3332.814209
	Iteration 40F: 3 clusters Score -1467845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -1467851.625000 Penalty: 3332.814209
	Iteration 41Q: 3 clusters Score -1467852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -1467853.000000 Penalty: 3332.814209
	Iteration 42Q: 3 clusters Score -1467853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -1467853.500000 Penalty: 3332.814209
	Iteration 43Q: 3 clusters Score -1467854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -1467864.750000 Penalty: 3332.814209
	Iteration 44Q: 3 clusters Score -1467865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -1467870.125000 Penalty: 3332.814209
	Iteration 45Q: 3 clusters Score -1467870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -1467871.375000 Penalty: 3332.814209
	Iteration 46Q: 3 clusters Score -1467871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -1467875.375000 Penalty: 3332.814209
	Iteration 47Q: 3 clusters Score -1467875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -1467881.875000 Penalty: 3332.814209
	Iteration 48Q: 3 clusters Score -1467882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -1467882.000000 Penalty: 3332.814209
	Iteration 49Q: 3 clusters Score -1467882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -1467882.875000 Penalty: 3332.814209
	Iteration 50Q: 3 clusters Score -1467883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -1467886.250000 Penalty: 3332.814209
	Iteration 51Q: 3 clusters Score -1467886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -1467883.375000 Penalty: 3332.814209
	Iteration 52Q: 3 clusters Score -1467883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -1467880.500000 Penalty: 3332.814209
	Iteration 53Q: 3 clusters Score -1467880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -1467878.625000 Penalty: 3332.814209
	Iteration 54Q: 3 clusters Score -1467879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -1467878.125000 Penalty: 3332.814209
	Iteration 55Q: 3 clusters Score -1467878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -1467883.750000 Penalty: 3332.814209
	Iteration 56Q: 3 clusters Score -1467884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -1467886.375000 Penalty: 3332.814209
	Iteration 57Q: 3 clusters Score -1467886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -1467883.875000 Penalty: 3332.814209
	Iteration 58Q: 3 clusters Score -1467884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -1467887.250000 Penalty: 3332.814209
	Iteration 59Q: 3 clusters Score -1467887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -1467886.750000 Penalty: 3332.814209
	Iteration 60F: 3 clusters Score -1467887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -1467888.000000 Penalty: 3332.814209
	Iteration 61Q: 3 clusters Score -1467888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -1467889.000000 Penalty: 3332.814209
	Iteration 62Q: 3 clusters Score -1467889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -1467889.250000 Penalty: 3332.814209
	Iteration 63Q: 3 clusters Score -1467889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -1467888.375000 Penalty: 3332.814209
	Iteration 64Q: 3 clusters Score -1467888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -1467890.875000 Penalty: 3332.814209
	Iteration 65Q: 3 clusters Score -1467891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -1467892.125000 Penalty: 3332.814209
	Iteration 66Q: 3 clusters Score -1467892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -1467891.750000 Penalty: 3332.814209
	Iteration 67Q: 3 clusters Score -1467892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -1467890.000000 Penalty: 3332.814209
	Iteration 68Q: 3 clusters Score -1467890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -1467887.625000 Penalty: 3332.814209
	Iteration 69Q: 3 clusters Score -1467888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -1467888.500000 Penalty: 3332.814209
	Iteration 70Q: 3 clusters Score -1467888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -1467886.750000 Penalty: 3332.814209
	Iteration 71Q: 3 clusters Score -1467887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -1467888.375000 Penalty: 3332.814209
	Iteration 72Q: 3 clusters Score -1467888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -1467887.875000 Penalty: 3332.814209
	Iteration 73Q: 3 clusters Score -1467888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -1467886.750000 Penalty: 3332.814209
	Iteration 74Q: 3 clusters Score -1467887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -1467885.750000 Penalty: 3332.814209
	Iteration 75Q: 3 clusters Score -1467886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -1467889.500000 Penalty: 3332.814209
	Iteration 76Q: 3 clusters Score -1467890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -1467892.250000 Penalty: 3332.814209
	Iteration 77Q: 3 clusters Score -1467892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -1467892.250000 Penalty: 3332.814209
	Iteration 78F: 3 clusters Score -1467892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -121827.843750 Penalty: 1277.405396
	Iteration 0F: 2 clusters Score -121827.8 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 1284 members 
Entering Unmasked Estep 
Score: -119385.421875 Penalty: 2554.810791
	Iteration 0F: 3 clusters Score -119385.4 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -119935.429688 Penalty: 2554.810791
	Iteration 1F: 3 clusters Score -119935.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -120032.437500 Penalty: 2554.810791
	Iteration 2F: 3 clusters Score -120032.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -120078.656250 Penalty: 2554.810791
	Iteration 3Q: 3 clusters Score -120078.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -120111.320312 Penalty: 2554.810791
	Iteration 4Q: 3 clusters Score -120111.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -120139.304688 Penalty: 2554.810791
	Iteration 5Q: 3 clusters Score -120139.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -120155.929688 Penalty: 2554.810791
	Iteration 6Q: 3 clusters Score -120155.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -120174.046875 Penalty: 2554.810791
	Iteration 7Q: 3 clusters Score -120174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -120195.070312 Penalty: 2554.810791
	Iteration 8Q: 3 clusters Score -120195.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -120214.632812 Penalty: 2554.810791
	Iteration 9Q: 3 clusters Score -120214.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -120233.468750 Penalty: 2554.810791
	Iteration 10Q: 3 clusters Score -120233.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -120247.445312 Penalty: 2554.810791
	Iteration 11Q: 3 clusters Score -120247.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -120262.289062 Penalty: 2554.810791
	Iteration 12Q: 3 clusters Score -120262.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -120270.617188 Penalty: 2554.810791
	Iteration 13Q: 3 clusters Score -120270.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -120278.617188 Penalty: 2554.810791
	Iteration 14Q: 3 clusters Score -120278.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -120287.804688 Penalty: 2554.810791
	Iteration 15Q: 3 clusters Score -120287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -120290.328125 Penalty: 2554.810791
	Iteration 16Q: 3 clusters Score -120290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -120291.929688 Penalty: 2554.810791
	Iteration 17Q: 3 clusters Score -120291.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -120292.757812 Penalty: 2554.810791
	Iteration 18Q: 3 clusters Score -120292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -120292.875000 Penalty: 2554.810791
	Iteration 19Q: 3 clusters Score -120292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -120293.367188 Penalty: 2554.810791
	Iteration 20F: 3 clusters Score -120293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Entering Unmasked Estep 
Score: -159019.218750 Penalty: 1328.572144
	Iteration 0F: 2 clusters Score -159019.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -155943.937500 Penalty: 2657.144287
	Iteration 0F: 3 clusters Score -155943.9 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -156750.140625 Penalty: 2657.144287
	Iteration 1F: 3 clusters Score -156750.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -156997.750000 Penalty: 2657.144287
	Iteration 2F: 3 clusters Score -156997.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -157211.984375 Penalty: 2657.144287
	Iteration 3F: 3 clusters Score -157212 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -157421.500000 Penalty: 2657.144287
	Iteration 4F: 3 clusters Score -157421.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -157660.015625 Penalty: 2657.144287
	Iteration 5F: 3 clusters Score -157660 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -157867.031250 Penalty: 2657.144287
	Iteration 6F: 3 clusters Score -157867 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -158102.015625 Penalty: 2657.144287
	Iteration 7Q: 3 clusters Score -158102 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -158471.593750 Penalty: 2657.144287
	Iteration 8F: 3 clusters Score -158471.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -158986.875000 Penalty: 2657.144287
	Iteration 9F: 3 clusters Score -158986.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -159319.890625 Penalty: 2657.144287
	Iteration 10Q: 3 clusters Score -159319.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -159380.468750 Penalty: 2657.144287
	Iteration 11Q: 3 clusters Score -159380.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -159388.906250 Penalty: 2657.144287
	Iteration 12Q: 3 clusters Score -159388.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -159392.375000 Penalty: 2657.144287
	Iteration 13Q: 3 clusters Score -159392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -159393.203125 Penalty: 2657.144287
	Iteration 14Q: 3 clusters Score -159393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -159395.734375 Penalty: 2657.144287
	Iteration 15Q: 3 clusters Score -159395.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -159396.218750 Penalty: 2657.144287
	Iteration 16Q: 3 clusters Score -159396.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -159396.218750 Penalty: 2657.144287
	Iteration 17F: 3 clusters Score -159396.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 11998 members 
Mstep: Class 3 contains 18239 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9753 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 320771 members 
Mstep: Class 9 contains 95702 members 
Mstep: Class 10 contains 1537 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28419 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 1350 members 
Mstep: Class 18 contains 12001 members 
Mstep: Class 19 contains 4989 members 
Mstep: Class 20 contains 28953 members 
Mstep: Class 21 contains 2204 members 
Entering Unmasked Estep 
Score: -28196236.000000 Penalty: 45319.121094
Splitting cluster 17 changes total score from -28196806.000000 to -28196236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (12001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Entering Unmasked Estep 
Score: -558955.250000 Penalty: 1526.321045
	Iteration 0F: 2 clusters Score -558955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -550515.437500 Penalty: 3052.642090
	Iteration 0F: 3 clusters Score -550515.4 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -553365.562500 Penalty: 3052.642090
	Iteration 1F: 3 clusters Score -553365.6 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -553808.562500 Penalty: 3052.642090
	Iteration 2F: 3 clusters Score -553808.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -554207.000000 Penalty: 3052.642090
	Iteration 3F: 3 clusters Score -554207 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -554550.937500 Penalty: 3052.642090
	Iteration 4F: 3 clusters Score -554550.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -554833.500000 Penalty: 3052.642090
	Iteration 5F: 3 clusters Score -554833.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -555077.312500 Penalty: 3052.642090
	Iteration 6Q: 3 clusters Score -555077.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -555261.750000 Penalty: 3052.642090
	Iteration 7Q: 3 clusters Score -555261.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -555411.062500 Penalty: 3052.642090
	Iteration 8Q: 3 clusters Score -555411.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -555542.125000 Penalty: 3052.642090
	Iteration 9Q: 3 clusters Score -555542.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -555669.750000 Penalty: 3052.642090
	Iteration 10Q: 3 clusters Score -555669.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -555791.312500 Penalty: 3052.642090
	Iteration 11Q: 3 clusters Score -555791.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -555905.625000 Penalty: 3052.642090
	Iteration 12Q: 3 clusters Score -555905.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -556003.937500 Penalty: 3052.642090
	Iteration 13Q: 3 clusters Score -556003.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -556088.062500 Penalty: 3052.642090
	Iteration 14Q: 3 clusters Score -556088.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -556145.000000 Penalty: 3052.642090
	Iteration 15Q: 3 clusters Score -556145 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -556196.812500 Penalty: 3052.642090
	Iteration 16Q: 3 clusters Score -556196.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -556235.125000 Penalty: 3052.642090
	Iteration 17Q: 3 clusters Score -556235.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -556264.625000 Penalty: 3052.642090
	Iteration 18Q: 3 clusters Score -556264.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -556288.187500 Penalty: 3052.642090
	Iteration 19Q: 3 clusters Score -556288.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -556306.937500 Penalty: 3052.642090
	Iteration 20F: 3 clusters Score -556306.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -556318.250000 Penalty: 3052.642090
	Iteration 21Q: 3 clusters Score -556318.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -556328.625000 Penalty: 3052.642090
	Iteration 22Q: 3 clusters Score -556328.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -556340.812500 Penalty: 3052.642090
	Iteration 23Q: 3 clusters Score -556340.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -556349.750000 Penalty: 3052.642090
	Iteration 24Q: 3 clusters Score -556349.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -556362.750000 Penalty: 3052.642090
	Iteration 25Q: 3 clusters Score -556362.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -556369.187500 Penalty: 3052.642090
	Iteration 26Q: 3 clusters Score -556369.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -556376.625000 Penalty: 3052.642090
	Iteration 27Q: 3 clusters Score -556376.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -556382.000000 Penalty: 3052.642090
	Iteration 28Q: 3 clusters Score -556382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -556386.875000 Penalty: 3052.642090
	Iteration 29Q: 3 clusters Score -556386.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -556391.562500 Penalty: 3052.642090
	Iteration 30Q: 3 clusters Score -556391.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -556392.250000 Penalty: 3052.642090
	Iteration 31Q: 3 clusters Score -556392.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -556393.625000 Penalty: 3052.642090
	Iteration 32Q: 3 clusters Score -556393.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -556395.562500 Penalty: 3052.642090
	Iteration 33Q: 3 clusters Score -556395.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -556396.125000 Penalty: 3052.642090
	Iteration 34Q: 3 clusters Score -556396.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -556397.187500 Penalty: 3052.642090
	Iteration 35Q: 3 clusters Score -556397.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -556398.187500 Penalty: 3052.642090
	Iteration 36Q: 3 clusters Score -556398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -556398.687500 Penalty: 3052.642090
	Iteration 37Q: 3 clusters Score -556398.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -556398.625000 Penalty: 3052.642090
	Iteration 38Q: 3 clusters Score -556398.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -556398.562500 Penalty: 3052.642090
	Iteration 39Q: 3 clusters Score -556398.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -556400.562500 Penalty: 3052.642090
	Iteration 40F: 3 clusters Score -556400.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -556400.625000 Penalty: 3052.642090
	Iteration 41Q: 3 clusters Score -556400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -556400.625000 Penalty: 3052.642090
	Iteration 42Q: 3 clusters Score -556400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -556401.812500 Penalty: 3052.642090
	Iteration 43Q: 3 clusters Score -556401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -556402.437500 Penalty: 3052.642090
	Iteration 44Q: 3 clusters Score -556402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -556401.750000 Penalty: 3052.642090
	Iteration 45Q: 3 clusters Score -556401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -556402.937500 Penalty: 3052.642090
	Iteration 46Q: 3 clusters Score -556402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -556403.375000 Penalty: 3052.642090
	Iteration 47Q: 3 clusters Score -556403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -556402.625000 Penalty: 3052.642090
	Iteration 48Q: 3 clusters Score -556402.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -556402.375000 Penalty: 3052.642090
	Iteration 49Q: 3 clusters Score -556402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -556403.250000 Penalty: 3052.642090
	Iteration 50Q: 3 clusters Score -556403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -556403.562500 Penalty: 3052.642090
	Iteration 51Q: 3 clusters Score -556403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -556405.000000 Penalty: 3052.642090
	Iteration 52Q: 3 clusters Score -556405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -556406.125000 Penalty: 3052.642090
	Iteration 53Q: 3 clusters Score -556406.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -556405.687500 Penalty: 3052.642090
	Iteration 54Q: 3 clusters Score -556405.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -556408.125000 Penalty: 3052.642090
	Iteration 55Q: 3 clusters Score -556408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -556408.375000 Penalty: 3052.642090
	Iteration 56Q: 3 clusters Score -556408.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -556409.375000 Penalty: 3052.642090
	Iteration 57Q: 3 clusters Score -556409.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -556409.312500 Penalty: 3052.642090
	Iteration 58Q: 3 clusters Score -556409.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -556409.875000 Penalty: 3052.642090
	Iteration 59Q: 3 clusters Score -556409.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -556412.812500 Penalty: 3052.642090
	Iteration 60F: 3 clusters Score -556412.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -556416.437500 Penalty: 3052.642090
	Iteration 61Q: 3 clusters Score -556416.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -556415.125000 Penalty: 3052.642090
	Iteration 62Q: 3 clusters Score -556415.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -556416.750000 Penalty: 3052.642090
	Iteration 63Q: 3 clusters Score -556416.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -556418.437500 Penalty: 3052.642090
	Iteration 64Q: 3 clusters Score -556418.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -556420.062500 Penalty: 3052.642090
	Iteration 65Q: 3 clusters Score -556420.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -556420.062500 Penalty: 3052.642090
	Iteration 66Q: 3 clusters Score -556420.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -556423.500000 Penalty: 3052.642090
	Iteration 67Q: 3 clusters Score -556423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -556425.250000 Penalty: 3052.642090
	Iteration 68Q: 3 clusters Score -556425.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -556425.375000 Penalty: 3052.642090
	Iteration 69Q: 3 clusters Score -556425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -556425.625000 Penalty: 3052.642090
	Iteration 70Q: 3 clusters Score -556425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -556425.187500 Penalty: 3052.642090
	Iteration 71Q: 3 clusters Score -556425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -556426.562500 Penalty: 3052.642090
	Iteration 72Q: 3 clusters Score -556426.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -556426.687500 Penalty: 3052.642090
	Iteration 73Q: 3 clusters Score -556426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -556425.812500 Penalty: 3052.642090
	Iteration 74Q: 3 clusters Score -556425.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -556425.812500 Penalty: 3052.642090
	Iteration 75F: 3 clusters Score -556425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -201038.437500 Penalty: 1383.686035
	Iteration 0F: 2 clusters Score -201038.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -197050.750000 Penalty: 2767.372070
	Iteration 0F: 3 clusters Score -197050.8 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -198129.375000 Penalty: 2767.372070
	Iteration 1F: 3 clusters Score -198129.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -198371.312500 Penalty: 2767.372070
	Iteration 2F: 3 clusters Score -198371.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -198582.218750 Penalty: 2767.372070
	Iteration 3F: 3 clusters Score -198582.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -198776.468750 Penalty: 2767.372070
	Iteration 4F: 3 clusters Score -198776.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -198959.437500 Penalty: 2767.372070
	Iteration 5F: 3 clusters Score -198959.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -199090.421875 Penalty: 2767.372070
	Iteration 6Q: 3 clusters Score -199090.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -199207.875000 Penalty: 2767.372070
	Iteration 7Q: 3 clusters Score -199207.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -199332.468750 Penalty: 2767.372070
	Iteration 8Q: 3 clusters Score -199332.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -199442.796875 Penalty: 2767.372070
	Iteration 9Q: 3 clusters Score -199442.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -199567.187500 Penalty: 2767.372070
	Iteration 10Q: 3 clusters Score -199567.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -199674.218750 Penalty: 2767.372070
	Iteration 11Q: 3 clusters Score -199674.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -199758.437500 Penalty: 2767.372070
	Iteration 12Q: 3 clusters Score -199758.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -199821.656250 Penalty: 2767.372070
	Iteration 13Q: 3 clusters Score -199821.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -199878.937500 Penalty: 2767.372070
	Iteration 14Q: 3 clusters Score -199878.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -199918.046875 Penalty: 2767.372070
	Iteration 15Q: 3 clusters Score -199918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -199945.781250 Penalty: 2767.372070
	Iteration 16Q: 3 clusters Score -199945.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -199966.359375 Penalty: 2767.372070
	Iteration 17Q: 3 clusters Score -199966.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -199981.437500 Penalty: 2767.372070
	Iteration 18Q: 3 clusters Score -199981.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -199993.109375 Penalty: 2767.372070
	Iteration 19Q: 3 clusters Score -199993.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -200000.093750 Penalty: 2767.372070
	Iteration 20F: 3 clusters Score -200000.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -200006.234375 Penalty: 2767.372070
	Iteration 21Q: 3 clusters Score -200006.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -200010.203125 Penalty: 2767.372070
	Iteration 22Q: 3 clusters Score -200010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -200012.281250 Penalty: 2767.372070
	Iteration 23Q: 3 clusters Score -200012.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -200013.296875 Penalty: 2767.372070
	Iteration 24Q: 3 clusters Score -200013.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -200015.515625 Penalty: 2767.372070
	Iteration 25Q: 3 clusters Score -200015.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -200016.781250 Penalty: 2767.372070
	Iteration 26Q: 3 clusters Score -200016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -200019.203125 Penalty: 2767.372070
	Iteration 27Q: 3 clusters Score -200019.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -200020.984375 Penalty: 2767.372070
	Iteration 28Q: 3 clusters Score -200021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -200023.093750 Penalty: 2767.372070
	Iteration 29Q: 3 clusters Score -200023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -200025.078125 Penalty: 2767.372070
	Iteration 30Q: 3 clusters Score -200025.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -200026.984375 Penalty: 2767.372070
	Iteration 31Q: 3 clusters Score -200027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -200026.984375 Penalty: 2767.372070
	Iteration 32F: 3 clusters Score -200027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Entering Unmasked Estep 
Score: -1477960.625000 Penalty: 1669.432251
	Iteration 0F: 2 clusters Score -1477961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1458372.125000 Penalty: 3338.864502
	Iteration 0F: 3 clusters Score -1458372 nChanged 13235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1465757.250000 Penalty: 3338.864502
	Iteration 1F: 3 clusters Score -1465757 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1466147.500000 Penalty: 3338.864502
	Iteration 2Q: 3 clusters Score -1466148 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1466574.625000 Penalty: 3338.864502
	Iteration 3Q: 3 clusters Score -1466575 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1467045.750000 Penalty: 3338.864502
	Iteration 4Q: 3 clusters Score -1467046 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1467597.750000 Penalty: 3338.864502
	Iteration 5Q: 3 clusters Score -1467598 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1468356.625000 Penalty: 3338.864502
	Iteration 6Q: 3 clusters Score -1468357 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1469468.375000 Penalty: 3338.864502
	Iteration 7F: 3 clusters Score -1469468 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1470921.625000 Penalty: 3338.864502
	Iteration 8F: 3 clusters Score -1470922 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1472344.125000 Penalty: 3338.864502
	Iteration 9F: 3 clusters Score -1472344 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1473366.375000 Penalty: 3338.864502
	Iteration 10F: 3 clusters Score -1473366 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1473850.625000 Penalty: 3338.864502
	Iteration 11Q: 3 clusters Score -1473851 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1474089.500000 Penalty: 3338.864502
	Iteration 12Q: 3 clusters Score -1474090 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1474236.625000 Penalty: 3338.864502
	Iteration 13Q: 3 clusters Score -1474237 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1474370.375000 Penalty: 3338.864502
	Iteration 14Q: 3 clusters Score -1474370 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1474456.750000 Penalty: 3338.864502
	Iteration 15Q: 3 clusters Score -1474457 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1474540.750000 Penalty: 3338.864502
	Iteration 16Q: 3 clusters Score -1474541 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1474610.125000 Penalty: 3338.864502
	Iteration 17Q: 3 clusters Score -1474610 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1474674.625000 Penalty: 3338.864502
	Iteration 18Q: 3 clusters Score -1474675 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1474744.500000 Penalty: 3338.864502
	Iteration 19Q: 3 clusters Score -1474744 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1474788.250000 Penalty: 3338.864502
	Iteration 20F: 3 clusters Score -1474788 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1474839.125000 Penalty: 3338.864502
	Iteration 21Q: 3 clusters Score -1474839 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1474886.750000 Penalty: 3338.864502
	Iteration 22Q: 3 clusters Score -1474887 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1474926.875000 Penalty: 3338.864502
	Iteration 23Q: 3 clusters Score -1474927 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1474968.125000 Penalty: 3338.864502
	Iteration 24Q: 3 clusters Score -1474968 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1475006.625000 Penalty: 3338.864502
	Iteration 25Q: 3 clusters Score -1475007 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1475048.375000 Penalty: 3338.864502
	Iteration 26Q: 3 clusters Score -1475048 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1475098.875000 Penalty: 3338.864502
	Iteration 27Q: 3 clusters Score -1475099 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1475131.375000 Penalty: 3338.864502
	Iteration 28Q: 3 clusters Score -1475131 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1475165.500000 Penalty: 3338.864502
	Iteration 29Q: 3 clusters Score -1475166 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1475193.375000 Penalty: 3338.864502
	Iteration 30Q: 3 clusters Score -1475193 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1475239.250000 Penalty: 3338.864502
	Iteration 31Q: 3 clusters Score -1475239 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1475287.625000 Penalty: 3338.864502
	Iteration 32Q: 3 clusters Score -1475288 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1475335.000000 Penalty: 3338.864502
	Iteration 33Q: 3 clusters Score -1475335 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1475370.375000 Penalty: 3338.864502
	Iteration 34Q: 3 clusters Score -1475370 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1475408.500000 Penalty: 3338.864502
	Iteration 35Q: 3 clusters Score -1475408 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1475443.625000 Penalty: 3338.864502
	Iteration 36Q: 3 clusters Score -1475444 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1475478.750000 Penalty: 3338.864502
	Iteration 37Q: 3 clusters Score -1475479 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1475515.000000 Penalty: 3338.864502
	Iteration 38Q: 3 clusters Score -1475515 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1475549.000000 Penalty: 3338.864502
	Iteration 39Q: 3 clusters Score -1475549 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1475589.500000 Penalty: 3338.864502
	Iteration 40F: 3 clusters Score -1475590 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1475632.625000 Penalty: 3338.864502
	Iteration 41Q: 3 clusters Score -1475633 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1475663.250000 Penalty: 3338.864502
	Iteration 42Q: 3 clusters Score -1475663 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1475693.000000 Penalty: 3338.864502
	Iteration 43Q: 3 clusters Score -1475693 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1475728.125000 Penalty: 3338.864502
	Iteration 44Q: 3 clusters Score -1475728 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1475754.625000 Penalty: 3338.864502
	Iteration 45Q: 3 clusters Score -1475755 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1475783.125000 Penalty: 3338.864502
	Iteration 46Q: 3 clusters Score -1475783 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1475815.625000 Penalty: 3338.864502
	Iteration 47Q: 3 clusters Score -1475816 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1475851.500000 Penalty: 3338.864502
	Iteration 48Q: 3 clusters Score -1475852 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1475875.375000 Penalty: 3338.864502
	Iteration 49Q: 3 clusters Score -1475875 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1475900.125000 Penalty: 3338.864502
	Iteration 50Q: 3 clusters Score -1475900 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1475925.500000 Penalty: 3338.864502
	Iteration 51Q: 3 clusters Score -1475926 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1475957.000000 Penalty: 3338.864502
	Iteration 52Q: 3 clusters Score -1475957 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1475978.750000 Penalty: 3338.864502
	Iteration 53Q: 3 clusters Score -1475979 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1475998.375000 Penalty: 3338.864502
	Iteration 54Q: 3 clusters Score -1475998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1476003.500000 Penalty: 3338.864502
	Iteration 55Q: 3 clusters Score -1476004 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1476022.875000 Penalty: 3338.864502
	Iteration 56Q: 3 clusters Score -1476023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1476034.500000 Penalty: 3338.864502
	Iteration 57Q: 3 clusters Score -1476034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1476049.625000 Penalty: 3338.864502
	Iteration 58Q: 3 clusters Score -1476050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1476066.500000 Penalty: 3338.864502
	Iteration 59Q: 3 clusters Score -1476066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1476075.375000 Penalty: 3338.864502
	Iteration 60F: 3 clusters Score -1476075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1476078.750000 Penalty: 3338.864502
	Iteration 61Q: 3 clusters Score -1476079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1476092.250000 Penalty: 3338.864502
	Iteration 62Q: 3 clusters Score -1476092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1476092.875000 Penalty: 3338.864502
	Iteration 63Q: 3 clusters Score -1476093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1476099.625000 Penalty: 3338.864502
	Iteration 64Q: 3 clusters Score -1476100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1476100.625000 Penalty: 3338.864502
	Iteration 65Q: 3 clusters Score -1476101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1476099.375000 Penalty: 3338.864502
	Iteration 66Q: 3 clusters Score -1476099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1476105.250000 Penalty: 3338.864502
	Iteration 67Q: 3 clusters Score -1476105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1476107.500000 Penalty: 3338.864502
	Iteration 68Q: 3 clusters Score -1476108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1476109.875000 Penalty: 3338.864502
	Iteration 69Q: 3 clusters Score -1476110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1476113.125000 Penalty: 3338.864502
	Iteration 70Q: 3 clusters Score -1476113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1476113.250000 Penalty: 3338.864502
	Iteration 71Q: 3 clusters Score -1476113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1476112.875000 Penalty: 3338.864502
	Iteration 72Q: 3 clusters Score -1476113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1476118.250000 Penalty: 3338.864502
	Iteration 73Q: 3 clusters Score -1476118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1476122.375000 Penalty: 3338.864502
	Iteration 74Q: 3 clusters Score -1476122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1476134.250000 Penalty: 3338.864502
	Iteration 75Q: 3 clusters Score -1476134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1476138.625000 Penalty: 3338.864502
	Iteration 76Q: 3 clusters Score -1476139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1476141.375000 Penalty: 3338.864502
	Iteration 77Q: 3 clusters Score -1476141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1476145.500000 Penalty: 3338.864502
	Iteration 78Q: 3 clusters Score -1476146 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1476154.000000 Penalty: 3338.864502
	Iteration 79Q: 3 clusters Score -1476154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1476164.625000 Penalty: 3338.864502
	Iteration 80F: 3 clusters Score -1476165 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1476171.000000 Penalty: 3338.864502
	Iteration 81Q: 3 clusters Score -1476171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1476181.125000 Penalty: 3338.864502
	Iteration 82Q: 3 clusters Score -1476181 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1476186.875000 Penalty: 3338.864502
	Iteration 83Q: 3 clusters Score -1476187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1476194.750000 Penalty: 3338.864502
	Iteration 84Q: 3 clusters Score -1476195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1476192.000000 Penalty: 3338.864502
	Iteration 85Q: 3 clusters Score -1476192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1476205.500000 Penalty: 3338.864502
	Iteration 86Q: 3 clusters Score -1476206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1476208.250000 Penalty: 3338.864502
	Iteration 87Q: 3 clusters Score -1476208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1476209.125000 Penalty: 3338.864502
	Iteration 88Q: 3 clusters Score -1476209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1476212.250000 Penalty: 3338.864502
	Iteration 89Q: 3 clusters Score -1476212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1476213.500000 Penalty: 3338.864502
	Iteration 90Q: 3 clusters Score -1476214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1476216.000000 Penalty: 3338.864502
	Iteration 91Q: 3 clusters Score -1476216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1476217.750000 Penalty: 3338.864502
	Iteration 92Q: 3 clusters Score -1476218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1476223.625000 Penalty: 3338.864502
	Iteration 93Q: 3 clusters Score -1476224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1476225.500000 Penalty: 3338.864502
	Iteration 94Q: 3 clusters Score -1476226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1476229.875000 Penalty: 3338.864502
	Iteration 95Q: 3 clusters Score -1476230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1476231.875000 Penalty: 3338.864502
	Iteration 96Q: 3 clusters Score -1476232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1476243.875000 Penalty: 3338.864502
	Iteration 97Q: 3 clusters Score -1476244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1476250.750000 Penalty: 3338.864502
	Iteration 98Q: 3 clusters Score -1476251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1476252.875000 Penalty: 3338.864502
	Iteration 99Q: 3 clusters Score -1476253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1476255.500000 Penalty: 3338.864502
	Iteration 100F: 3 clusters Score -1476256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1476259.000000 Penalty: 3338.864502
	Iteration 101Q: 3 clusters Score -1476259 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1476260.750000 Penalty: 3338.864502
	Iteration 102Q: 3 clusters Score -1476261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1476267.000000 Penalty: 3338.864502
	Iteration 103Q: 3 clusters Score -1476267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1476267.875000 Penalty: 3338.864502
	Iteration 104Q: 3 clusters Score -1476268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1476276.375000 Penalty: 3338.864502
	Iteration 105Q: 3 clusters Score -1476276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1476289.250000 Penalty: 3338.864502
	Iteration 106Q: 3 clusters Score -1476289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1476290.500000 Penalty: 3338.864502
	Iteration 107Q: 3 clusters Score -1476290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1476294.125000 Penalty: 3338.864502
	Iteration 108Q: 3 clusters Score -1476294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1476300.000000 Penalty: 3338.864502
	Iteration 109Q: 3 clusters Score -1476300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1476313.750000 Penalty: 3338.864502
	Iteration 110Q: 3 clusters Score -1476314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1476326.000000 Penalty: 3338.864502
	Iteration 111Q: 3 clusters Score -1476326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1476325.750000 Penalty: 3338.864502
	Iteration 112Q: 3 clusters Score -1476326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1476330.500000 Penalty: 3338.864502
	Iteration 113Q: 3 clusters Score -1476330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1476335.125000 Penalty: 3338.864502
	Iteration 114Q: 3 clusters Score -1476335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1476336.000000 Penalty: 3338.864502
	Iteration 115Q: 3 clusters Score -1476336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1476340.500000 Penalty: 3338.864502
	Iteration 116Q: 3 clusters Score -1476340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1476340.875000 Penalty: 3338.864502
	Iteration 117Q: 3 clusters Score -1476341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1476341.750000 Penalty: 3338.864502
	Iteration 118Q: 3 clusters Score -1476342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1476341.375000 Penalty: 3338.864502
	Iteration 119Q: 3 clusters Score -1476341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1476342.375000 Penalty: 3338.864502
	Iteration 120F: 3 clusters Score -1476342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1476347.250000 Penalty: 3338.864502
	Iteration 121Q: 3 clusters Score -1476347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1476346.750000 Penalty: 3338.864502
	Iteration 122Q: 3 clusters Score -1476347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1476350.625000 Penalty: 3338.864502
	Iteration 123Q: 3 clusters Score -1476351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1476351.125000 Penalty: 3338.864502
	Iteration 124Q: 3 clusters Score -1476351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1476350.125000 Penalty: 3338.864502
	Iteration 125Q: 3 clusters Score -1476350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1476355.375000 Penalty: 3338.864502
	Iteration 126Q: 3 clusters Score -1476355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1476355.750000 Penalty: 3338.864502
	Iteration 127Q: 3 clusters Score -1476356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1476356.000000 Penalty: 3338.864502
	Iteration 128Q: 3 clusters Score -1476356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1476358.875000 Penalty: 3338.864502
	Iteration 129Q: 3 clusters Score -1476359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1476356.500000 Penalty: 3338.864502
	Iteration 130Q: 3 clusters Score -1476356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1476357.875000 Penalty: 3338.864502
	Iteration 131Q: 3 clusters Score -1476358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1476359.750000 Penalty: 3338.864502
	Iteration 132Q: 3 clusters Score -1476360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1476360.000000 Penalty: 3338.864502
	Iteration 133Q: 3 clusters Score -1476360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1476358.000000 Penalty: 3338.864502
	Iteration 134Q: 3 clusters Score -1476358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1476358.000000 Penalty: 3338.864502
	Iteration 135Q: 3 clusters Score -1476358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1476359.500000 Penalty: 3338.864502
	Iteration 136Q: 3 clusters Score -1476360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1476358.875000 Penalty: 3338.864502
	Iteration 137Q: 3 clusters Score -1476359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1476360.500000 Penalty: 3338.864502
	Iteration 138Q: 3 clusters Score -1476360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1476359.000000 Penalty: 3338.864502
	Iteration 139Q: 3 clusters Score -1476359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1476358.250000 Penalty: 3338.864502
	Iteration 140F: 3 clusters Score -1476358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1476359.625000 Penalty: 3338.864502
	Iteration 141Q: 3 clusters Score -1476360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1476361.250000 Penalty: 3338.864502
	Iteration 142Q: 3 clusters Score -1476361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1476359.625000 Penalty: 3338.864502
	Iteration 143Q: 3 clusters Score -1476360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1476358.000000 Penalty: 3338.864502
	Iteration 144Q: 3 clusters Score -1476358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1476358.375000 Penalty: 3338.864502
	Iteration 145Q: 3 clusters Score -1476358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1476360.125000 Penalty: 3338.864502
	Iteration 146Q: 3 clusters Score -1476360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1476361.500000 Penalty: 3338.864502
	Iteration 147Q: 3 clusters Score -1476362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1476362.750000 Penalty: 3338.864502
	Iteration 148Q: 3 clusters Score -1476363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1476363.875000 Penalty: 3338.864502
	Iteration 149Q: 3 clusters Score -1476364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1476366.125000 Penalty: 3338.864502
	Iteration 150Q: 3 clusters Score -1476366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1476368.625000 Penalty: 3338.864502
	Iteration 151Q: 3 clusters Score -1476369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1476370.000000 Penalty: 3338.864502
	Iteration 152Q: 3 clusters Score -1476370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1476372.125000 Penalty: 3338.864502
	Iteration 153Q: 3 clusters Score -1476372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1476376.250000 Penalty: 3338.864502
	Iteration 154Q: 3 clusters Score -1476376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1476380.000000 Penalty: 3338.864502
	Iteration 155Q: 3 clusters Score -1476380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1476379.250000 Penalty: 3338.864502
	Iteration 156Q: 3 clusters Score -1476379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1476386.500000 Penalty: 3338.864502
	Iteration 157Q: 3 clusters Score -1476386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1476388.875000 Penalty: 3338.864502
	Iteration 158Q: 3 clusters Score -1476389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1476390.625000 Penalty: 3338.864502
	Iteration 159Q: 3 clusters Score -1476391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1476388.375000 Penalty: 3338.864502
	Iteration 160F: 3 clusters Score -1476388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1476392.500000 Penalty: 3338.864502
	Iteration 161Q: 3 clusters Score -1476392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1476394.125000 Penalty: 3338.864502
	Iteration 162Q: 3 clusters Score -1476394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1476393.500000 Penalty: 3338.864502
	Iteration 163Q: 3 clusters Score -1476394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1476393.375000 Penalty: 3338.864502
	Iteration 164Q: 3 clusters Score -1476393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1476395.000000 Penalty: 3338.864502
	Iteration 165Q: 3 clusters Score -1476395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1476392.375000 Penalty: 3338.864502
	Iteration 166Q: 3 clusters Score -1476392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1476398.000000 Penalty: 3338.864502
	Iteration 167Q: 3 clusters Score -1476398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1476401.750000 Penalty: 3338.864502
	Iteration 168Q: 3 clusters Score -1476402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1476405.250000 Penalty: 3338.864502
	Iteration 169Q: 3 clusters Score -1476405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1476404.000000 Penalty: 3338.864502
	Iteration 170Q: 3 clusters Score -1476404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1476407.000000 Penalty: 3338.864502
	Iteration 171Q: 3 clusters Score -1476407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1476411.375000 Penalty: 3338.864502
	Iteration 172Q: 3 clusters Score -1476411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1476412.625000 Penalty: 3338.864502
	Iteration 173Q: 3 clusters Score -1476413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1476411.875000 Penalty: 3338.864502
	Iteration 174Q: 3 clusters Score -1476412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1476411.750000 Penalty: 3338.864502
	Iteration 175Q: 3 clusters Score -1476412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1476412.625000 Penalty: 3338.864502
	Iteration 176Q: 3 clusters Score -1476413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1476412.625000 Penalty: 3338.864502
	Iteration 177F: 3 clusters Score -1476413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 11998 members 
Mstep: Class 3 contains 18239 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9753 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 320771 members 
Mstep: Class 9 contains 95702 members 
Mstep: Class 10 contains 1537 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28419 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 18 contains 12001 members 
Mstep: Class 19 contains 4989 members 
Mstep: Class 20 contains 28953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196742.000000 Penalty: 43161.070312
Iteration 199Q: 21 clusters Score -2.819674e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 11999 members 
Mstep: Class 3 contains 18146 members 
Mstep: Class 4 contains 9088 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9758 members 
Mstep: Class 7 contains 12796 members 
Mstep: Class 8 contains 320842 members 
Mstep: Class 9 contains 95687 members 
Mstep: Class 10 contains 1532 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 17 contains 3559 members 
Mstep: Class 18 contains 12062 members 
Mstep: Class 19 contains 4984 members 
Mstep: Class 20 contains 29023 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 21 clusters Score -2.819677e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 11999 members 
Mstep: Class 3 contains 18074 members 
Mstep: Class 4 contains 9066 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9759 members 
Mstep: Class 7 contains 12802 members 
Mstep: Class 8 contains 320918 members 
Mstep: Class 9 contains 95674 members 
Mstep: Class 10 contains 1528 members 
Mstep: Class 11 contains 384 members 
Mstep: Class 12 contains 1451 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28301 members 
Mstep: Class 16 contains 2588 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 12106 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 29085 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 21 clusters Score -2.819674e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 11997 members 
Mstep: Class 3 contains 18006 members 
Mstep: Class 4 contains 9043 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9763 members 
Mstep: Class 7 contains 12810 members 
Mstep: Class 8 contains 320970 members 
Mstep: Class 9 contains 95665 members 
Mstep: Class 10 contains 1527 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28253 members 
Mstep: Class 16 contains 2586 members 
Mstep: Class 17 contains 3555 members 
Mstep: Class 18 contains 12145 members 
Mstep: Class 19 contains 4982 members 
Mstep: Class 20 contains 29147 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 21 clusters Score -2.819671e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 11996 members 
Mstep: Class 3 contains 17972 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 2020 members 
Mstep: Class 6 contains 9766 members 
Mstep: Class 7 contains 12815 members 
Mstep: Class 8 contains 321003 members 
Mstep: Class 9 contains 95658 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1447 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28212 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 3555 members 
Mstep: Class 18 contains 12174 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 29199 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 21 clusters Score -2.819677e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 11991 members 
Mstep: Class 3 contains 17949 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9772 members 
Mstep: Class 7 contains 12815 members 
Mstep: Class 8 contains 321035 members 
Mstep: Class 9 contains 95656 members 
Mstep: Class 10 contains 1527 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28177 members 
Mstep: Class 16 contains 2564 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 18 contains 12206 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 29228 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 21 clusters Score -2.819686e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 11989 members 
Mstep: Class 3 contains 17915 members 
Mstep: Class 4 contains 9002 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9775 members 
Mstep: Class 7 contains 12812 members 
Mstep: Class 8 contains 321085 members 
Mstep: Class 9 contains 95644 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28135 members 
Mstep: Class 16 contains 2561 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 18 contains 12238 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 29264 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 21 clusters Score -2.819685e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 17887 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 9776 members 
Mstep: Class 7 contains 12801 members 
Mstep: Class 8 contains 321148 members 
Mstep: Class 9 contains 95633 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1441 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28085 members 
Mstep: Class 16 contains 2560 members 
Mstep: Class 17 contains 3554 members 
Mstep: Class 18 contains 12270 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 29282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196872.000000 Penalty: 43161.070312
Iteration 206Q: 21 clusters Score -2.819687e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 17867 members 
Mstep: Class 4 contains 9001 members 
Mstep: Class 5 contains 2018 members 
Mstep: Class 6 contains 9777 members 
Mstep: Class 7 contains 12796 members 
Mstep: Class 8 contains 321209 members 
Mstep: Class 9 contains 95618 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 28042 members 
Mstep: Class 16 contains 2551 members 
Mstep: Class 17 contains 3550 members 
Mstep: Class 18 contains 12292 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 29300 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 207Q: 21 clusters Score -2.819683e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 17842 members 
Mstep: Class 4 contains 8997 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9780 members 
Mstep: Class 7 contains 12793 members 
Mstep: Class 8 contains 321267 members 
Mstep: Class 9 contains 95604 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 27997 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 3546 members 
Mstep: Class 18 contains 12314 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 29319 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 21 clusters Score -2.819688e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 17810 members 
Mstep: Class 4 contains 8996 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 12788 members 
Mstep: Class 8 contains 321323 members 
Mstep: Class 9 contains 95594 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1439 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27946 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 3544 members 
Mstep: Class 18 contains 12330 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 29348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196838.000000 Penalty: 43161.070312
Iteration 209Q: 21 clusters Score -2.819684e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 17798 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9783 members 
Mstep: Class 7 contains 12786 members 
Mstep: Class 8 contains 321383 members 
Mstep: Class 9 contains 95570 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1438 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27901 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 3540 members 
Mstep: Class 18 contains 12342 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 29369 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 210Q: 21 clusters Score -2.81968e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 17786 members 
Mstep: Class 4 contains 8979 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9783 members 
Mstep: Class 7 contains 12785 members 
Mstep: Class 8 contains 321454 members 
Mstep: Class 9 contains 95546 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27859 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 12351 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 29393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196868.000000 Penalty: 43161.070312
Iteration 211Q: 21 clusters Score -2.819687e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 11988 members 
Mstep: Class 3 contains 17769 members 
Mstep: Class 4 contains 8965 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 12787 members 
Mstep: Class 8 contains 321512 members 
Mstep: Class 9 contains 95528 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 2678 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27820 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 12359 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 29419 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 212Q: 21 clusters Score -2.819688e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 11991 members 
Mstep: Class 3 contains 17754 members 
Mstep: Class 4 contains 8957 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9782 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 321560 members 
Mstep: Class 9 contains 95519 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1435 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27773 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 12365 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 29450 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 21 clusters Score -2.819688e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 17740 members 
Mstep: Class 4 contains 8948 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9783 members 
Mstep: Class 7 contains 12784 members 
Mstep: Class 8 contains 321608 members 
Mstep: Class 9 contains 95513 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1434 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27728 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 12373 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 29476 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 21 clusters Score -2.819688e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 11994 members 
Mstep: Class 3 contains 17735 members 
Mstep: Class 4 contains 8941 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9784 members 
Mstep: Class 7 contains 12784 members 
Mstep: Class 8 contains 321664 members 
Mstep: Class 9 contains 95498 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1432 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27679 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 12378 members 
Mstep: Class 19 contains 4974 members 
Mstep: Class 20 contains 29499 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 21 clusters Score -2.819687e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 17727 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9785 members 
Mstep: Class 7 contains 12782 members 
Mstep: Class 8 contains 321710 members 
Mstep: Class 9 contains 95496 members 
Mstep: Class 10 contains 1527 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1430 members 
Mstep: Class 13 contains 2672 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27628 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 3526 members 
Mstep: Class 18 contains 12384 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 29528 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 21 clusters Score -2.819681e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 17721 members 
Mstep: Class 4 contains 8916 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9787 members 
Mstep: Class 7 contains 12779 members 
Mstep: Class 8 contains 321759 members 
Mstep: Class 9 contains 95494 members 
Mstep: Class 10 contains 1527 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1427 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27570 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 3524 members 
Mstep: Class 18 contains 12390 members 
Mstep: Class 19 contains 4978 members 
Mstep: Class 20 contains 29557 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 21 clusters Score -2.819683e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 11991 members 
Mstep: Class 3 contains 17710 members 
Mstep: Class 4 contains 8912 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9787 members 
Mstep: Class 7 contains 12778 members 
Mstep: Class 8 contains 321788 members 
Mstep: Class 9 contains 95495 members 
Mstep: Class 10 contains 1527 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1426 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27528 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 3520 members 
Mstep: Class 18 contains 12396 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 29587 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 21 clusters Score -2.819689e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 11989 members 
Mstep: Class 3 contains 17699 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9789 members 
Mstep: Class 7 contains 12775 members 
Mstep: Class 8 contains 321839 members 
Mstep: Class 9 contains 95494 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1425 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27478 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 3516 members 
Mstep: Class 18 contains 12402 members 
Mstep: Class 19 contains 4979 members 
Mstep: Class 20 contains 29612 members 
Entering Unmasked Estep 
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Iteration 219Q: 21 clusters Score -2.819686e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 11990 members 
Mstep: Class 3 contains 17678 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9790 members 
Mstep: Class 7 contains 12775 members 
Mstep: Class 8 contains 321877 members 
Mstep: Class 9 contains 95475 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1424 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27441 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 3512 members 
Mstep: Class 18 contains 12412 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 29639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196850.000000 Penalty: 43161.070312
Iteration 220F: 21 clusters Score -2.819685e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 11989 members 
Mstep: Class 3 contains 17661 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9793 members 
Mstep: Class 7 contains 12773 members 
Mstep: Class 8 contains 321926 members 
Mstep: Class 9 contains 95458 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1424 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27401 members 
Mstep: Class 16 contains 2552 members 
Mstep: Class 17 contains 3511 members 
Mstep: Class 18 contains 12418 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 29666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 21 clusters Score -2.819685e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 11989 members 
Mstep: Class 3 contains 17651 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9796 members 
Mstep: Class 7 contains 12769 members 
Mstep: Class 8 contains 321983 members 
Mstep: Class 9 contains 95439 members 
Mstep: Class 10 contains 1526 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1423 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27360 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 3507 members 
Mstep: Class 18 contains 12423 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 29686 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 21 clusters Score -2.819683e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 17643 members 
Mstep: Class 4 contains 8916 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 12768 members 
Mstep: Class 8 contains 322048 members 
Mstep: Class 9 contains 95414 members 
Mstep: Class 10 contains 1525 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1421 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27317 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 12432 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 29698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196830.000000 Penalty: 43161.070312
Iteration 223Q: 21 clusters Score -2.819683e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 11988 members 
Mstep: Class 3 contains 17633 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 12768 members 
Mstep: Class 8 contains 322099 members 
Mstep: Class 9 contains 95392 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27275 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 3505 members 
Mstep: Class 18 contains 12441 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 29718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196822.000000 Penalty: 43161.070312
Iteration 224Q: 21 clusters Score -2.819682e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 11988 members 
Mstep: Class 3 contains 17630 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 12767 members 
Mstep: Class 8 contains 322150 members 
Mstep: Class 9 contains 95369 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 1404 members 
Mstep: Class 15 contains 27239 members 
Mstep: Class 16 contains 2549 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 12446 members 
Mstep: Class 19 contains 4974 members 
Mstep: Class 20 contains 29734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196798.000000 Penalty: 43161.070312
Iteration 225Q: 21 clusters Score -2.81968e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 11988 members 
Mstep: Class 3 contains 17631 members 
Mstep: Class 4 contains 8905 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 12765 members 
Mstep: Class 8 contains 322214 members 
Mstep: Class 9 contains 95343 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 1405 members 
Mstep: Class 15 contains 27200 members 
Mstep: Class 16 contains 2547 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 18 contains 12448 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 29748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196884.000000 Penalty: 43161.070312
Iteration 226Q: 21 clusters Score -2.819688e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 11988 members 
Mstep: Class 3 contains 17630 members 
Mstep: Class 4 contains 8901 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9798 members 
Mstep: Class 7 contains 12766 members 
Mstep: Class 8 contains 322271 members 
Mstep: Class 9 contains 95320 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 27163 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 3492 members 
Mstep: Class 18 contains 12450 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 29766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196886.000000 Penalty: 43161.070312
Iteration 227Q: 21 clusters Score -2.819689e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 11988 members 
Mstep: Class 3 contains 17631 members 
Mstep: Class 4 contains 8896 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9799 members 
Mstep: Class 7 contains 12766 members 
Mstep: Class 8 contains 322316 members 
Mstep: Class 9 contains 95302 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 27131 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 12453 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 29779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196884.000000 Penalty: 43161.070312
Iteration 228Q: 21 clusters Score -2.819688e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 17640 members 
Mstep: Class 4 contains 8894 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9799 members 
Mstep: Class 7 contains 12766 members 
Mstep: Class 8 contains 322359 members 
Mstep: Class 9 contains 95277 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 27112 members 
Mstep: Class 16 contains 2545 members 
Mstep: Class 17 contains 3471 members 
Mstep: Class 18 contains 12456 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 29789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196896.000000 Penalty: 43161.070312
Iteration 229Q: 21 clusters Score -2.81969e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 11986 members 
Mstep: Class 3 contains 17648 members 
Mstep: Class 4 contains 8893 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9799 members 
Mstep: Class 7 contains 12767 members 
Mstep: Class 8 contains 322410 members 
Mstep: Class 9 contains 95258 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 27089 members 
Mstep: Class 16 contains 2544 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 12456 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 29796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196894.000000 Penalty: 43161.070312
Iteration 230Q: 21 clusters Score -2.819689e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 11986 members 
Mstep: Class 3 contains 17649 members 
Mstep: Class 4 contains 8893 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9800 members 
Mstep: Class 7 contains 12767 members 
Mstep: Class 8 contains 322451 members 
Mstep: Class 9 contains 95234 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1420 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 27066 members 
Mstep: Class 16 contains 2544 members 
Mstep: Class 17 contains 3453 members 
Mstep: Class 18 contains 12459 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 29807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196886.000000 Penalty: 43161.070312
Iteration 231Q: 21 clusters Score -2.819689e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 11986 members 
Mstep: Class 3 contains 17653 members 
Mstep: Class 4 contains 8892 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9803 members 
Mstep: Class 7 contains 12763 members 
Mstep: Class 8 contains 322497 members 
Mstep: Class 9 contains 95216 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 27039 members 
Mstep: Class 16 contains 2544 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 12460 members 
Mstep: Class 19 contains 4974 members 
Mstep: Class 20 contains 29818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196930.000000 Penalty: 43161.070312
Iteration 232Q: 21 clusters Score -2.819693e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 11985 members 
Mstep: Class 3 contains 17658 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9806 members 
Mstep: Class 7 contains 12761 members 
Mstep: Class 8 contains 322535 members 
Mstep: Class 9 contains 95200 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 27013 members 
Mstep: Class 16 contains 2543 members 
Mstep: Class 17 contains 3433 members 
Mstep: Class 18 contains 12462 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 29831 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 233Q: 21 clusters Score -2.819693e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 11986 members 
Mstep: Class 3 contains 17663 members 
Mstep: Class 4 contains 8884 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9812 members 
Mstep: Class 7 contains 12761 members 
Mstep: Class 8 contains 322580 members 
Mstep: Class 9 contains 95185 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26983 members 
Mstep: Class 16 contains 2543 members 
Mstep: Class 17 contains 3427 members 
Mstep: Class 18 contains 12468 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 29839 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 234Q: 21 clusters Score -2.819688e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 17667 members 
Mstep: Class 4 contains 8885 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9816 members 
Mstep: Class 7 contains 12761 members 
Mstep: Class 8 contains 322613 members 
Mstep: Class 9 contains 95169 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26958 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 3418 members 
Mstep: Class 18 contains 12472 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 29849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196892.000000 Penalty: 43161.070312
Iteration 235Q: 21 clusters Score -2.819689e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 11986 members 
Mstep: Class 3 contains 17667 members 
Mstep: Class 4 contains 8886 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9819 members 
Mstep: Class 7 contains 12759 members 
Mstep: Class 8 contains 322658 members 
Mstep: Class 9 contains 95156 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26928 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 3415 members 
Mstep: Class 18 contains 12474 members 
Mstep: Class 19 contains 4975 members 
Mstep: Class 20 contains 29855 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 236Q: 21 clusters Score -2.81969e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 11990 members 
Mstep: Class 3 contains 17664 members 
Mstep: Class 4 contains 8884 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9821 members 
Mstep: Class 7 contains 12757 members 
Mstep: Class 8 contains 322708 members 
Mstep: Class 9 contains 95141 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26897 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 3415 members 
Mstep: Class 18 contains 12477 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 29860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196908.000000 Penalty: 43161.070312
Iteration 237Q: 21 clusters Score -2.819691e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 11990 members 
Mstep: Class 3 contains 17663 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9824 members 
Mstep: Class 7 contains 12755 members 
Mstep: Class 8 contains 322741 members 
Mstep: Class 9 contains 95123 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26876 members 
Mstep: Class 16 contains 2541 members 
Mstep: Class 17 contains 3413 members 
Mstep: Class 18 contains 12482 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 29861 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 238Q: 21 clusters Score -2.819687e+07 nChanged 80
Entering ConstructFrom: 
Score: -28196874.000000 Penalty: 43161.070312
Entering ConstructFrom: 
Trying to split cluster 1 (16999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Entering Unmasked Estep 
Score: -862864.125000 Penalty: 1582.897827
	Iteration 0F: 2 clusters Score -862864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -851190.000000 Penalty: 3165.795654
	Iteration 0F: 3 clusters Score -851190 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -855350.000000 Penalty: 3165.795654
	Iteration 1F: 3 clusters Score -855350 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -855664.437500 Penalty: 3165.795654
	Iteration 2F: 3 clusters Score -855664.4 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -855939.125000 Penalty: 3165.795654
	Iteration 3Q: 3 clusters Score -855939.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -856186.875000 Penalty: 3165.795654
	Iteration 4Q: 3 clusters Score -856186.9 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -856423.375000 Penalty: 3165.795654
	Iteration 5Q: 3 clusters Score -856423.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -856638.375000 Penalty: 3165.795654
	Iteration 6Q: 3 clusters Score -856638.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -856819.062500 Penalty: 3165.795654
	Iteration 7Q: 3 clusters Score -856819.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -857021.937500 Penalty: 3165.795654
	Iteration 8Q: 3 clusters Score -857021.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -857257.187500 Penalty: 3165.795654
	Iteration 9Q: 3 clusters Score -857257.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -857536.437500 Penalty: 3165.795654
	Iteration 10Q: 3 clusters Score -857536.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -857871.250000 Penalty: 3165.795654
	Iteration 11Q: 3 clusters Score -857871.2 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -858313.250000 Penalty: 3165.795654
	Iteration 12Q: 3 clusters Score -858313.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -858785.000000 Penalty: 3165.795654
	Iteration 13Q: 3 clusters Score -858785 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -859207.250000 Penalty: 3165.795654
	Iteration 14Q: 3 clusters Score -859207.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -859490.625000 Penalty: 3165.795654
	Iteration 15Q: 3 clusters Score -859490.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -859677.000000 Penalty: 3165.795654
	Iteration 16Q: 3 clusters Score -859677 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -859842.000000 Penalty: 3165.795654
	Iteration 17Q: 3 clusters Score -859842 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -859994.812500 Penalty: 3165.795654
	Iteration 18Q: 3 clusters Score -859994.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -860116.875000 Penalty: 3165.795654
	Iteration 19Q: 3 clusters Score -860116.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -860217.875000 Penalty: 3165.795654
	Iteration 20F: 3 clusters Score -860217.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -860319.437500 Penalty: 3165.795654
	Iteration 21Q: 3 clusters Score -860319.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -860414.375000 Penalty: 3165.795654
	Iteration 22Q: 3 clusters Score -860414.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -860515.187500 Penalty: 3165.795654
	Iteration 23Q: 3 clusters Score -860515.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -860614.250000 Penalty: 3165.795654
	Iteration 24Q: 3 clusters Score -860614.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -860707.187500 Penalty: 3165.795654
	Iteration 25Q: 3 clusters Score -860707.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -860787.250000 Penalty: 3165.795654
	Iteration 26Q: 3 clusters Score -860787.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -860865.125000 Penalty: 3165.795654
	Iteration 27Q: 3 clusters Score -860865.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -860928.750000 Penalty: 3165.795654
	Iteration 28Q: 3 clusters Score -860928.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -860988.000000 Penalty: 3165.795654
	Iteration 29Q: 3 clusters Score -860988 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -861039.062500 Penalty: 3165.795654
	Iteration 30Q: 3 clusters Score -861039.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -861095.687500 Penalty: 3165.795654
	Iteration 31Q: 3 clusters Score -861095.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -861140.375000 Penalty: 3165.795654
	Iteration 32Q: 3 clusters Score -861140.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -861175.250000 Penalty: 3165.795654
	Iteration 33Q: 3 clusters Score -861175.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -861203.125000 Penalty: 3165.795654
	Iteration 34Q: 3 clusters Score -861203.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -861230.562500 Penalty: 3165.795654
	Iteration 35Q: 3 clusters Score -861230.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -861262.562500 Penalty: 3165.795654
	Iteration 36Q: 3 clusters Score -861262.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -861284.000000 Penalty: 3165.795654
	Iteration 37Q: 3 clusters Score -861284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -861304.125000 Penalty: 3165.795654
	Iteration 38Q: 3 clusters Score -861304.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -861322.000000 Penalty: 3165.795654
	Iteration 39Q: 3 clusters Score -861322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -861334.812500 Penalty: 3165.795654
	Iteration 40F: 3 clusters Score -861334.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -861352.000000 Penalty: 3165.795654
	Iteration 41Q: 3 clusters Score -861352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -861371.750000 Penalty: 3165.795654
	Iteration 42Q: 3 clusters Score -861371.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -861381.500000 Penalty: 3165.795654
	Iteration 43Q: 3 clusters Score -861381.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -861397.687500 Penalty: 3165.795654
	Iteration 44Q: 3 clusters Score -861397.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -861414.562500 Penalty: 3165.795654
	Iteration 45Q: 3 clusters Score -861414.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -861435.562500 Penalty: 3165.795654
	Iteration 46Q: 3 clusters Score -861435.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -861449.750000 Penalty: 3165.795654
	Iteration 47Q: 3 clusters Score -861449.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -861459.500000 Penalty: 3165.795654
	Iteration 48Q: 3 clusters Score -861459.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -861465.500000 Penalty: 3165.795654
	Iteration 49Q: 3 clusters Score -861465.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -861471.250000 Penalty: 3165.795654
	Iteration 50Q: 3 clusters Score -861471.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -861476.375000 Penalty: 3165.795654
	Iteration 51Q: 3 clusters Score -861476.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -861478.812500 Penalty: 3165.795654
	Iteration 52Q: 3 clusters Score -861478.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -861482.937500 Penalty: 3165.795654
	Iteration 53Q: 3 clusters Score -861482.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -861485.187500 Penalty: 3165.795654
	Iteration 54Q: 3 clusters Score -861485.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -861489.875000 Penalty: 3165.795654
	Iteration 55Q: 3 clusters Score -861489.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -861494.937500 Penalty: 3165.795654
	Iteration 56Q: 3 clusters Score -861494.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -861498.437500 Penalty: 3165.795654
	Iteration 57Q: 3 clusters Score -861498.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -861500.500000 Penalty: 3165.795654
	Iteration 58Q: 3 clusters Score -861500.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -861502.875000 Penalty: 3165.795654
	Iteration 59Q: 3 clusters Score -861502.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -861504.187500 Penalty: 3165.795654
	Iteration 60F: 3 clusters Score -861504.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -861507.312500 Penalty: 3165.795654
	Iteration 61Q: 3 clusters Score -861507.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -861510.812500 Penalty: 3165.795654
	Iteration 62Q: 3 clusters Score -861510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -861511.375000 Penalty: 3165.795654
	Iteration 63Q: 3 clusters Score -861511.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -861511.812500 Penalty: 3165.795654
	Iteration 64Q: 3 clusters Score -861511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -861511.812500 Penalty: 3165.795654
	Iteration 65F: 3 clusters Score -861511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Entering Unmasked Estep 
Score: -607459.500000 Penalty: 1526.199219
	Iteration 0F: 2 clusters Score -607459.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -598978.812500 Penalty: 3052.398438
	Iteration 0F: 3 clusters Score -598978.8 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -601776.250000 Penalty: 3052.398438
	Iteration 1F: 3 clusters Score -601776.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -602140.875000 Penalty: 3052.398438
	Iteration 2F: 3 clusters Score -602140.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -602534.812500 Penalty: 3052.398438
	Iteration 3F: 3 clusters Score -602534.8 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -602981.625000 Penalty: 3052.398438
	Iteration 4F: 3 clusters Score -602981.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -603562.687500 Penalty: 3052.398438
	Iteration 5F: 3 clusters Score -603562.7 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -604273.562500 Penalty: 3052.398438
	Iteration 6F: 3 clusters Score -604273.6 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -604951.187500 Penalty: 3052.398438
	Iteration 7F: 3 clusters Score -604951.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -605464.875000 Penalty: 3052.398438
	Iteration 8Q: 3 clusters Score -605464.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -605750.062500 Penalty: 3052.398438
	Iteration 9Q: 3 clusters Score -605750.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -605902.250000 Penalty: 3052.398438
	Iteration 10Q: 3 clusters Score -605902.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -605989.937500 Penalty: 3052.398438
	Iteration 11Q: 3 clusters Score -605989.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -606036.750000 Penalty: 3052.398438
	Iteration 12Q: 3 clusters Score -606036.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -606068.562500 Penalty: 3052.398438
	Iteration 13Q: 3 clusters Score -606068.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -606085.812500 Penalty: 3052.398438
	Iteration 14Q: 3 clusters Score -606085.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -606107.062500 Penalty: 3052.398438
	Iteration 15Q: 3 clusters Score -606107.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -606116.562500 Penalty: 3052.398438
	Iteration 16Q: 3 clusters Score -606116.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -606122.687500 Penalty: 3052.398438
	Iteration 17Q: 3 clusters Score -606122.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -606125.937500 Penalty: 3052.398438
	Iteration 18Q: 3 clusters Score -606125.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -606128.625000 Penalty: 3052.398438
	Iteration 19Q: 3 clusters Score -606128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -606133.875000 Penalty: 3052.398438
	Iteration 20F: 3 clusters Score -606133.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -606134.937500 Penalty: 3052.398438
	Iteration 21Q: 3 clusters Score -606134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -606136.562500 Penalty: 3052.398438
	Iteration 22Q: 3 clusters Score -606136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -606138.562500 Penalty: 3052.398438
	Iteration 23Q: 3 clusters Score -606138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -606138.562500 Penalty: 3052.398438
	Iteration 24F: 3 clusters Score -606138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Entering Unmasked Estep 
Score: -860010.500000 Penalty: 1589.105957
	Iteration 0F: 2 clusters Score -860010.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -848001.187500 Penalty: 3178.211914
	Iteration 0F: 3 clusters Score -848001.2 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -852335.625000 Penalty: 3178.211914
	Iteration 1F: 3 clusters Score -852335.6 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -852820.187500 Penalty: 3178.211914
	Iteration 2F: 3 clusters Score -852820.2 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -853364.750000 Penalty: 3178.211914
	Iteration 3F: 3 clusters Score -853364.8 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -854069.250000 Penalty: 3178.211914
	Iteration 4F: 3 clusters Score -854069.2 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -854895.875000 Penalty: 3178.211914
	Iteration 5F: 3 clusters Score -854895.9 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -855804.500000 Penalty: 3178.211914
	Iteration 6F: 3 clusters Score -855804.5 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -856630.937500 Penalty: 3178.211914
	Iteration 7F: 3 clusters Score -856630.9 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -857319.312500 Penalty: 3178.211914
	Iteration 8Q: 3 clusters Score -857319.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -857899.812500 Penalty: 3178.211914
	Iteration 9Q: 3 clusters Score -857899.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -858307.625000 Penalty: 3178.211914
	Iteration 10Q: 3 clusters Score -858307.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -858576.625000 Penalty: 3178.211914
	Iteration 11Q: 3 clusters Score -858576.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -858717.250000 Penalty: 3178.211914
	Iteration 12Q: 3 clusters Score -858717.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -858791.687500 Penalty: 3178.211914
	Iteration 13Q: 3 clusters Score -858791.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -858841.375000 Penalty: 3178.211914
	Iteration 14Q: 3 clusters Score -858841.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -858875.875000 Penalty: 3178.211914
	Iteration 15Q: 3 clusters Score -858875.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -858901.375000 Penalty: 3178.211914
	Iteration 16Q: 3 clusters Score -858901.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -858932.000000 Penalty: 3178.211914
	Iteration 17Q: 3 clusters Score -858932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -858980.812500 Penalty: 3178.211914
	Iteration 18Q: 3 clusters Score -858980.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -859059.562500 Penalty: 3178.211914
	Iteration 19Q: 3 clusters Score -859059.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -859162.125000 Penalty: 3178.211914
	Iteration 20F: 3 clusters Score -859162.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -859252.312500 Penalty: 3178.211914
	Iteration 21Q: 3 clusters Score -859252.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -859311.187500 Penalty: 3178.211914
	Iteration 22Q: 3 clusters Score -859311.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -859337.062500 Penalty: 3178.211914
	Iteration 23Q: 3 clusters Score -859337.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -859356.125000 Penalty: 3178.211914
	Iteration 24Q: 3 clusters Score -859356.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -859367.875000 Penalty: 3178.211914
	Iteration 25Q: 3 clusters Score -859367.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -859374.250000 Penalty: 3178.211914
	Iteration 26Q: 3 clusters Score -859374.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -859375.812500 Penalty: 3178.211914
	Iteration 27Q: 3 clusters Score -859375.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -859383.875000 Penalty: 3178.211914
	Iteration 28Q: 3 clusters Score -859383.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -859389.312500 Penalty: 3178.211914
	Iteration 29Q: 3 clusters Score -859389.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -859392.125000 Penalty: 3178.211914
	Iteration 30Q: 3 clusters Score -859392.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -859396.375000 Penalty: 3178.211914
	Iteration 31Q: 3 clusters Score -859396.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -859399.687500 Penalty: 3178.211914
	Iteration 32Q: 3 clusters Score -859399.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -859402.875000 Penalty: 3178.211914
	Iteration 33Q: 3 clusters Score -859402.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -859406.687500 Penalty: 3178.211914
	Iteration 34Q: 3 clusters Score -859406.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -859405.812500 Penalty: 3178.211914
	Iteration 35Q: 3 clusters Score -859405.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -859409.187500 Penalty: 3178.211914
	Iteration 36Q: 3 clusters Score -859409.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -859408.625000 Penalty: 3178.211914
	Iteration 37Q: 3 clusters Score -859408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -859410.625000 Penalty: 3178.211914
	Iteration 38Q: 3 clusters Score -859410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -859413.375000 Penalty: 3178.211914
	Iteration 39Q: 3 clusters Score -859413.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -859414.625000 Penalty: 3178.211914
	Iteration 40F: 3 clusters Score -859414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -859413.750000 Penalty: 3178.211914
	Iteration 41Q: 3 clusters Score -859413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -859415.125000 Penalty: 3178.211914
	Iteration 42Q: 3 clusters Score -859415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -859415.437500 Penalty: 3178.211914
	Iteration 43Q: 3 clusters Score -859415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -859415.625000 Penalty: 3178.211914
	Iteration 44Q: 3 clusters Score -859415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -859416.500000 Penalty: 3178.211914
	Iteration 45Q: 3 clusters Score -859416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -859416.500000 Penalty: 3178.211914
	Iteration 46F: 3 clusters Score -859416.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -431495.218750 Penalty: 1477.542725
	Iteration 0F: 2 clusters Score -431495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -425141.843750 Penalty: 2955.085449
	Iteration 0F: 3 clusters Score -425141.8 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -427057.156250 Penalty: 2955.085449
	Iteration 1F: 3 clusters Score -427057.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -427283.875000 Penalty: 2955.085449
	Iteration 2F: 3 clusters Score -427283.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -427456.593750 Penalty: 2955.085449
	Iteration 3F: 3 clusters Score -427456.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -427604.125000 Penalty: 2955.085449
	Iteration 4Q: 3 clusters Score -427604.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -427722.031250 Penalty: 2955.085449
	Iteration 5Q: 3 clusters Score -427722 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -427828.531250 Penalty: 2955.085449
	Iteration 6Q: 3 clusters Score -427828.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -427937.843750 Penalty: 2955.085449
	Iteration 7Q: 3 clusters Score -427937.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -428074.031250 Penalty: 2955.085449
	Iteration 8Q: 3 clusters Score -428074 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -428208.125000 Penalty: 2955.085449
	Iteration 9Q: 3 clusters Score -428208.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -428343.875000 Penalty: 2955.085449
	Iteration 10Q: 3 clusters Score -428343.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -428486.500000 Penalty: 2955.085449
	Iteration 11Q: 3 clusters Score -428486.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -428647.406250 Penalty: 2955.085449
	Iteration 12Q: 3 clusters Score -428647.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -428818.343750 Penalty: 2955.085449
	Iteration 13Q: 3 clusters Score -428818.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -428956.250000 Penalty: 2955.085449
	Iteration 14Q: 3 clusters Score -428956.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -429043.750000 Penalty: 2955.085449
	Iteration 15Q: 3 clusters Score -429043.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -429088.656250 Penalty: 2955.085449
	Iteration 16Q: 3 clusters Score -429088.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -429121.968750 Penalty: 2955.085449
	Iteration 17Q: 3 clusters Score -429122 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -429145.062500 Penalty: 2955.085449
	Iteration 18Q: 3 clusters Score -429145.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -429158.812500 Penalty: 2955.085449
	Iteration 19Q: 3 clusters Score -429158.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -429169.812500 Penalty: 2955.085449
	Iteration 20F: 3 clusters Score -429169.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -429178.531250 Penalty: 2955.085449
	Iteration 21Q: 3 clusters Score -429178.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -429187.375000 Penalty: 2955.085449
	Iteration 22Q: 3 clusters Score -429187.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -429193.875000 Penalty: 2955.085449
	Iteration 23Q: 3 clusters Score -429193.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -429202.562500 Penalty: 2955.085449
	Iteration 24Q: 3 clusters Score -429202.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -429209.625000 Penalty: 2955.085449
	Iteration 25Q: 3 clusters Score -429209.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -429214.812500 Penalty: 2955.085449
	Iteration 26Q: 3 clusters Score -429214.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -429221.250000 Penalty: 2955.085449
	Iteration 27Q: 3 clusters Score -429221.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -429230.125000 Penalty: 2955.085449
	Iteration 28Q: 3 clusters Score -429230.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -429236.875000 Penalty: 2955.085449
	Iteration 29Q: 3 clusters Score -429236.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -429244.531250 Penalty: 2955.085449
	Iteration 30Q: 3 clusters Score -429244.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -429248.000000 Penalty: 2955.085449
	Iteration 31Q: 3 clusters Score -429248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -429252.281250 Penalty: 2955.085449
	Iteration 32Q: 3 clusters Score -429252.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -429256.031250 Penalty: 2955.085449
	Iteration 33Q: 3 clusters Score -429256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -429260.156250 Penalty: 2955.085449
	Iteration 34Q: 3 clusters Score -429260.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -429262.500000 Penalty: 2955.085449
	Iteration 35Q: 3 clusters Score -429262.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -429265.281250 Penalty: 2955.085449
	Iteration 36Q: 3 clusters Score -429265.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -429266.000000 Penalty: 2955.085449
	Iteration 37Q: 3 clusters Score -429266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -429266.750000 Penalty: 2955.085449
	Iteration 38Q: 3 clusters Score -429266.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -429270.750000 Penalty: 2955.085449
	Iteration 39Q: 3 clusters Score -429270.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -429271.000000 Penalty: 2955.085449
	Iteration 40F: 3 clusters Score -429271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -429273.125000 Penalty: 2955.085449
	Iteration 41Q: 3 clusters Score -429273.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -429276.531250 Penalty: 2955.085449
	Iteration 42Q: 3 clusters Score -429276.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -429279.593750 Penalty: 2955.085449
	Iteration 43Q: 3 clusters Score -429279.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -429280.968750 Penalty: 2955.085449
	Iteration 44Q: 3 clusters Score -429281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -429283.281250 Penalty: 2955.085449
	Iteration 45Q: 3 clusters Score -429283.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -429288.187500 Penalty: 2955.085449
	Iteration 46Q: 3 clusters Score -429288.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -429292.812500 Penalty: 2955.085449
	Iteration 47Q: 3 clusters Score -429292.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -429297.875000 Penalty: 2955.085449
	Iteration 48Q: 3 clusters Score -429297.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -429300.125000 Penalty: 2955.085449
	Iteration 49Q: 3 clusters Score -429300.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -429304.937500 Penalty: 2955.085449
	Iteration 50Q: 3 clusters Score -429304.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -429311.093750 Penalty: 2955.085449
	Iteration 51Q: 3 clusters Score -429311.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -429317.812500 Penalty: 2955.085449
	Iteration 52Q: 3 clusters Score -429317.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -429326.218750 Penalty: 2955.085449
	Iteration 53Q: 3 clusters Score -429326.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -429329.718750 Penalty: 2955.085449
	Iteration 54Q: 3 clusters Score -429329.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -429333.875000 Penalty: 2955.085449
	Iteration 55Q: 3 clusters Score -429333.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -429336.000000 Penalty: 2955.085449
	Iteration 56Q: 3 clusters Score -429336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -429337.375000 Penalty: 2955.085449
	Iteration 57Q: 3 clusters Score -429337.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -429339.968750 Penalty: 2955.085449
	Iteration 58Q: 3 clusters Score -429340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -429341.156250 Penalty: 2955.085449
	Iteration 59Q: 3 clusters Score -429341.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -429343.625000 Penalty: 2955.085449
	Iteration 60F: 3 clusters Score -429343.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -429347.812500 Penalty: 2955.085449
	Iteration 61Q: 3 clusters Score -429347.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -429352.312500 Penalty: 2955.085449
	Iteration 62Q: 3 clusters Score -429352.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -429356.937500 Penalty: 2955.085449
	Iteration 63Q: 3 clusters Score -429356.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -429362.125000 Penalty: 2955.085449
	Iteration 64Q: 3 clusters Score -429362.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -429366.656250 Penalty: 2955.085449
	Iteration 65Q: 3 clusters Score -429366.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -429370.906250 Penalty: 2955.085449
	Iteration 66Q: 3 clusters Score -429370.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -429377.062500 Penalty: 2955.085449
	Iteration 67Q: 3 clusters Score -429377.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -429383.468750 Penalty: 2955.085449
	Iteration 68Q: 3 clusters Score -429383.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -429390.250000 Penalty: 2955.085449
	Iteration 69Q: 3 clusters Score -429390.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -429398.250000 Penalty: 2955.085449
	Iteration 70Q: 3 clusters Score -429398.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -429404.281250 Penalty: 2955.085449
	Iteration 71Q: 3 clusters Score -429404.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -429410.750000 Penalty: 2955.085449
	Iteration 72Q: 3 clusters Score -429410.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -429415.875000 Penalty: 2955.085449
	Iteration 73Q: 3 clusters Score -429415.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -429418.125000 Penalty: 2955.085449
	Iteration 74Q: 3 clusters Score -429418.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -429421.437500 Penalty: 2955.085449
	Iteration 75Q: 3 clusters Score -429421.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -429424.656250 Penalty: 2955.085449
	Iteration 76Q: 3 clusters Score -429424.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -429430.093750 Penalty: 2955.085449
	Iteration 77Q: 3 clusters Score -429430.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -429436.187500 Penalty: 2955.085449
	Iteration 78Q: 3 clusters Score -429436.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -429441.343750 Penalty: 2955.085449
	Iteration 79Q: 3 clusters Score -429441.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -429444.937500 Penalty: 2955.085449
	Iteration 80F: 3 clusters Score -429444.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -429447.843750 Penalty: 2955.085449
	Iteration 81Q: 3 clusters Score -429447.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -429451.906250 Penalty: 2955.085449
	Iteration 82Q: 3 clusters Score -429451.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -429454.937500 Penalty: 2955.085449
	Iteration 83Q: 3 clusters Score -429454.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -429458.750000 Penalty: 2955.085449
	Iteration 84Q: 3 clusters Score -429458.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -429466.562500 Penalty: 2955.085449
	Iteration 85Q: 3 clusters Score -429466.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -429469.531250 Penalty: 2955.085449
	Iteration 86Q: 3 clusters Score -429469.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -429473.718750 Penalty: 2955.085449
	Iteration 87Q: 3 clusters Score -429473.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -429478.468750 Penalty: 2955.085449
	Iteration 88Q: 3 clusters Score -429478.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -429485.906250 Penalty: 2955.085449
	Iteration 89Q: 3 clusters Score -429485.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -429496.000000 Penalty: 2955.085449
	Iteration 90Q: 3 clusters Score -429496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -429504.937500 Penalty: 2955.085449
	Iteration 91Q: 3 clusters Score -429504.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -429512.312500 Penalty: 2955.085449
	Iteration 92Q: 3 clusters Score -429512.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -429519.343750 Penalty: 2955.085449
	Iteration 93Q: 3 clusters Score -429519.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -429528.062500 Penalty: 2955.085449
	Iteration 94Q: 3 clusters Score -429528.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -429535.687500 Penalty: 2955.085449
	Iteration 95Q: 3 clusters Score -429535.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -429543.187500 Penalty: 2955.085449
	Iteration 96Q: 3 clusters Score -429543.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -429548.468750 Penalty: 2955.085449
	Iteration 97Q: 3 clusters Score -429548.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -429555.375000 Penalty: 2955.085449
	Iteration 98Q: 3 clusters Score -429555.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -429558.812500 Penalty: 2955.085449
	Iteration 99Q: 3 clusters Score -429558.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -429563.218750 Penalty: 2955.085449
	Iteration 100F: 3 clusters Score -429563.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -429572.375000 Penalty: 2955.085449
	Iteration 101Q: 3 clusters Score -429572.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -429583.125000 Penalty: 2955.085449
	Iteration 102Q: 3 clusters Score -429583.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -429594.187500 Penalty: 2955.085449
	Iteration 103Q: 3 clusters Score -429594.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -429604.187500 Penalty: 2955.085449
	Iteration 104Q: 3 clusters Score -429604.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -429614.250000 Penalty: 2955.085449
	Iteration 105Q: 3 clusters Score -429614.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -429629.875000 Penalty: 2955.085449
	Iteration 106Q: 3 clusters Score -429629.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -429652.468750 Penalty: 2955.085449
	Iteration 107Q: 3 clusters Score -429652.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -429678.937500 Penalty: 2955.085449
	Iteration 108Q: 3 clusters Score -429678.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -429704.437500 Penalty: 2955.085449
	Iteration 109Q: 3 clusters Score -429704.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -429739.906250 Penalty: 2955.085449
	Iteration 110Q: 3 clusters Score -429739.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -429790.031250 Penalty: 2955.085449
	Iteration 111Q: 3 clusters Score -429790 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -429845.406250 Penalty: 2955.085449
	Iteration 112Q: 3 clusters Score -429845.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -429892.781250 Penalty: 2955.085449
	Iteration 113Q: 3 clusters Score -429892.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -429934.062500 Penalty: 2955.085449
	Iteration 114Q: 3 clusters Score -429934.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -429978.968750 Penalty: 2955.085449
	Iteration 115Q: 3 clusters Score -429979 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -430019.312500 Penalty: 2955.085449
	Iteration 116Q: 3 clusters Score -430019.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -430047.750000 Penalty: 2955.085449
	Iteration 117Q: 3 clusters Score -430047.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -430071.531250 Penalty: 2955.085449
	Iteration 118Q: 3 clusters Score -430071.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -430089.062500 Penalty: 2955.085449
	Iteration 119Q: 3 clusters Score -430089.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -430105.312500 Penalty: 2955.085449
	Iteration 120F: 3 clusters Score -430105.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -430120.656250 Penalty: 2955.085449
	Iteration 121Q: 3 clusters Score -430120.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -430137.718750 Penalty: 2955.085449
	Iteration 122Q: 3 clusters Score -430137.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -430148.312500 Penalty: 2955.085449
	Iteration 123Q: 3 clusters Score -430148.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -430156.500000 Penalty: 2955.085449
	Iteration 124Q: 3 clusters Score -430156.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -430162.062500 Penalty: 2955.085449
	Iteration 125Q: 3 clusters Score -430162.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -430170.250000 Penalty: 2955.085449
	Iteration 126Q: 3 clusters Score -430170.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -430172.500000 Penalty: 2955.085449
	Iteration 127Q: 3 clusters Score -430172.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -430178.187500 Penalty: 2955.085449
	Iteration 128Q: 3 clusters Score -430178.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -430181.812500 Penalty: 2955.085449
	Iteration 129Q: 3 clusters Score -430181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -430183.875000 Penalty: 2955.085449
	Iteration 130Q: 3 clusters Score -430183.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -430186.468750 Penalty: 2955.085449
	Iteration 131Q: 3 clusters Score -430186.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -430188.125000 Penalty: 2955.085449
	Iteration 132Q: 3 clusters Score -430188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -430188.906250 Penalty: 2955.085449
	Iteration 133Q: 3 clusters Score -430188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -430190.125000 Penalty: 2955.085449
	Iteration 134Q: 3 clusters Score -430190.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -430190.937500 Penalty: 2955.085449
	Iteration 135Q: 3 clusters Score -430190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -430191.218750 Penalty: 2955.085449
	Iteration 136Q: 3 clusters Score -430191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -430191.906250 Penalty: 2955.085449
	Iteration 137Q: 3 clusters Score -430191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -430193.062500 Penalty: 2955.085449
	Iteration 138Q: 3 clusters Score -430193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -430191.781250 Penalty: 2955.085449
	Iteration 139Q: 3 clusters Score -430191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -430195.156250 Penalty: 2955.085449
	Iteration 140F: 3 clusters Score -430195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -430195.593750 Penalty: 2955.085449
	Iteration 141Q: 3 clusters Score -430195.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -430195.781250 Penalty: 2955.085449
	Iteration 142Q: 3 clusters Score -430195.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -430197.281250 Penalty: 2955.085449
	Iteration 143Q: 3 clusters Score -430197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -430197.375000 Penalty: 2955.085449
	Iteration 144Q: 3 clusters Score -430197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -430197.812500 Penalty: 2955.085449
	Iteration 145Q: 3 clusters Score -430197.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -430198.187500 Penalty: 2955.085449
	Iteration 146Q: 3 clusters Score -430198.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -430199.093750 Penalty: 2955.085449
	Iteration 147Q: 3 clusters Score -430199.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -430200.062500 Penalty: 2955.085449
	Iteration 148Q: 3 clusters Score -430200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -430199.812500 Penalty: 2955.085449
	Iteration 149Q: 3 clusters Score -430199.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -430200.125000 Penalty: 2955.085449
	Iteration 150Q: 3 clusters Score -430200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -430200.125000 Penalty: 2955.085449
	Iteration 151Q: 3 clusters Score -430200.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -430201.625000 Penalty: 2955.085449
	Iteration 152Q: 3 clusters Score -430201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -430203.125000 Penalty: 2955.085449
	Iteration 153Q: 3 clusters Score -430203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -430203.406250 Penalty: 2955.085449
	Iteration 154Q: 3 clusters Score -430203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -430204.437500 Penalty: 2955.085449
	Iteration 155Q: 3 clusters Score -430204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -430207.187500 Penalty: 2955.085449
	Iteration 156Q: 3 clusters Score -430207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -430207.062500 Penalty: 2955.085449
	Iteration 157Q: 3 clusters Score -430207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -430208.343750 Penalty: 2955.085449
	Iteration 158Q: 3 clusters Score -430208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -430208.250000 Penalty: 2955.085449
	Iteration 159Q: 3 clusters Score -430208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -430208.250000 Penalty: 2955.085449
	Iteration 160F: 3 clusters Score -430208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -92455.593750 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -92455.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -90355.242188 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -90355.24 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -90817.320312 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -90817.32 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -90954.625000 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -90954.62 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -91058.125000 Penalty: 2473.044189
	Iteration 3F: 3 clusters Score -91058.12 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -91154.296875 Penalty: 2473.044189
	Iteration 4Q: 3 clusters Score -91154.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -91252.632812 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -91252.63 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -91334.226562 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -91334.23 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -91396.867188 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -91396.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -91462.195312 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -91462.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -91525.046875 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -91525.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -91566.531250 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -91566.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -91587.335938 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -91587.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91612.867188 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -91612.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91620.492188 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -91620.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91623.343750 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -91623.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91626.132812 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -91626.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91628.906250 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -91628.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91635.250000 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -91635.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91637.976562 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -91637.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91641.890625 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -91641.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91645.453125 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -91645.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91646.000000 Penalty: 2473.044189
	Iteration 21Q: 3 clusters Score -91646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91648.046875 Penalty: 2473.044189
	Iteration 22Q: 3 clusters Score -91648.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91648.046875 Penalty: 2473.044189
	Iteration 23F: 3 clusters Score -91648.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Entering Unmasked Estep 
Score: -480566.593750 Penalty: 1493.844482
	Iteration 0F: 2 clusters Score -480566.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -473570.937500 Penalty: 2987.688965
	Iteration 0F: 3 clusters Score -473570.9 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -475722.437500 Penalty: 2987.688965
	Iteration 1F: 3 clusters Score -475722.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -475934.500000 Penalty: 2987.688965
	Iteration 2F: 3 clusters Score -475934.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -476081.718750 Penalty: 2987.688965
	Iteration 3Q: 3 clusters Score -476081.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -476186.812500 Penalty: 2987.688965
	Iteration 4Q: 3 clusters Score -476186.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -476271.937500 Penalty: 2987.688965
	Iteration 5Q: 3 clusters Score -476271.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -476333.031250 Penalty: 2987.688965
	Iteration 6Q: 3 clusters Score -476333 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -476383.750000 Penalty: 2987.688965
	Iteration 7Q: 3 clusters Score -476383.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -476423.500000 Penalty: 2987.688965
	Iteration 8Q: 3 clusters Score -476423.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -476458.500000 Penalty: 2987.688965
	Iteration 9Q: 3 clusters Score -476458.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -476493.062500 Penalty: 2987.688965
	Iteration 10Q: 3 clusters Score -476493.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -476526.312500 Penalty: 2987.688965
	Iteration 11Q: 3 clusters Score -476526.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -476559.218750 Penalty: 2987.688965
	Iteration 12Q: 3 clusters Score -476559.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -476603.125000 Penalty: 2987.688965
	Iteration 13Q: 3 clusters Score -476603.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -476675.000000 Penalty: 2987.688965
	Iteration 14Q: 3 clusters Score -476675 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -476763.093750 Penalty: 2987.688965
	Iteration 15Q: 3 clusters Score -476763.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -476852.062500 Penalty: 2987.688965
	Iteration 16Q: 3 clusters Score -476852.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -476942.000000 Penalty: 2987.688965
	Iteration 17Q: 3 clusters Score -476942 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -477052.187500 Penalty: 2987.688965
	Iteration 18Q: 3 clusters Score -477052.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -477191.375000 Penalty: 2987.688965
	Iteration 19Q: 3 clusters Score -477191.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -477369.375000 Penalty: 2987.688965
	Iteration 20F: 3 clusters Score -477369.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -477594.750000 Penalty: 2987.688965
	Iteration 21Q: 3 clusters Score -477594.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -477875.468750 Penalty: 2987.688965
	Iteration 22Q: 3 clusters Score -477875.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -478223.187500 Penalty: 2987.688965
	Iteration 23Q: 3 clusters Score -478223.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -478574.156250 Penalty: 2987.688965
	Iteration 24Q: 3 clusters Score -478574.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -478831.968750 Penalty: 2987.688965
	Iteration 25Q: 3 clusters Score -478832 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -479038.875000 Penalty: 2987.688965
	Iteration 26Q: 3 clusters Score -479038.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -479187.843750 Penalty: 2987.688965
	Iteration 27Q: 3 clusters Score -479187.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -479289.375000 Penalty: 2987.688965
	Iteration 28Q: 3 clusters Score -479289.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -479344.656250 Penalty: 2987.688965
	Iteration 29Q: 3 clusters Score -479344.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -479373.687500 Penalty: 2987.688965
	Iteration 30Q: 3 clusters Score -479373.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -479395.281250 Penalty: 2987.688965
	Iteration 31Q: 3 clusters Score -479395.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -479417.906250 Penalty: 2987.688965
	Iteration 32Q: 3 clusters Score -479417.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -479433.375000 Penalty: 2987.688965
	Iteration 33Q: 3 clusters Score -479433.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -479440.718750 Penalty: 2987.688965
	Iteration 34Q: 3 clusters Score -479440.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -479443.156250 Penalty: 2987.688965
	Iteration 35Q: 3 clusters Score -479443.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -479446.750000 Penalty: 2987.688965
	Iteration 36Q: 3 clusters Score -479446.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -479449.312500 Penalty: 2987.688965
	Iteration 37Q: 3 clusters Score -479449.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -479448.656250 Penalty: 2987.688965
	Iteration 38Q: 3 clusters Score -479448.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -479450.218750 Penalty: 2987.688965
	Iteration 39Q: 3 clusters Score -479450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -479450.093750 Penalty: 2987.688965
	Iteration 40F: 3 clusters Score -479450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -479452.250000 Penalty: 2987.688965
	Iteration 41Q: 3 clusters Score -479452.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -479452.312500 Penalty: 2987.688965
	Iteration 42Q: 3 clusters Score -479452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -479451.562500 Penalty: 2987.688965
	Iteration 43Q: 3 clusters Score -479451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -479454.312500 Penalty: 2987.688965
	Iteration 44Q: 3 clusters Score -479454.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -479455.406250 Penalty: 2987.688965
	Iteration 45Q: 3 clusters Score -479455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -479456.062500 Penalty: 2987.688965
	Iteration 46Q: 3 clusters Score -479456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -479457.781250 Penalty: 2987.688965
	Iteration 47Q: 3 clusters Score -479457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -479457.875000 Penalty: 2987.688965
	Iteration 48Q: 3 clusters Score -479457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -479457.875000 Penalty: 2987.688965
	Iteration 49F: 3 clusters Score -479457.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Entering Unmasked Estep 
Score: -620707.937500 Penalty: 1536.133545
	Iteration 0F: 2 clusters Score -620707.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -611802.562500 Penalty: 3072.267090
	Iteration 0F: 3 clusters Score -611802.6 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -614816.500000 Penalty: 3072.267090
	Iteration 1F: 3 clusters Score -614816.5 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -615053.500000 Penalty: 3072.267090
	Iteration 2F: 3 clusters Score -615053.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -615267.125000 Penalty: 3072.267090
	Iteration 3Q: 3 clusters Score -615267.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -615547.812500 Penalty: 3072.267090
	Iteration 4Q: 3 clusters Score -615547.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -615953.000000 Penalty: 3072.267090
	Iteration 5Q: 3 clusters Score -615953 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -616531.437500 Penalty: 3072.267090
	Iteration 6F: 3 clusters Score -616531.4 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -617195.125000 Penalty: 3072.267090
	Iteration 7F: 3 clusters Score -617195.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -617835.187500 Penalty: 3072.267090
	Iteration 8F: 3 clusters Score -617835.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -618332.125000 Penalty: 3072.267090
	Iteration 9F: 3 clusters Score -618332.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -618713.187500 Penalty: 3072.267090
	Iteration 10Q: 3 clusters Score -618713.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -619007.687500 Penalty: 3072.267090
	Iteration 11Q: 3 clusters Score -619007.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -619244.375000 Penalty: 3072.267090
	Iteration 12Q: 3 clusters Score -619244.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -619459.625000 Penalty: 3072.267090
	Iteration 13Q: 3 clusters Score -619459.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -619625.062500 Penalty: 3072.267090
	Iteration 14Q: 3 clusters Score -619625.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -619758.000000 Penalty: 3072.267090
	Iteration 15Q: 3 clusters Score -619758 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -619854.625000 Penalty: 3072.267090
	Iteration 16Q: 3 clusters Score -619854.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -619916.000000 Penalty: 3072.267090
	Iteration 17Q: 3 clusters Score -619916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -619950.125000 Penalty: 3072.267090
	Iteration 18Q: 3 clusters Score -619950.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -619974.937500 Penalty: 3072.267090
	Iteration 19Q: 3 clusters Score -619974.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -619995.250000 Penalty: 3072.267090
	Iteration 20F: 3 clusters Score -619995.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -620004.625000 Penalty: 3072.267090
	Iteration 21Q: 3 clusters Score -620004.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -620011.875000 Penalty: 3072.267090
	Iteration 22Q: 3 clusters Score -620011.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -620017.187500 Penalty: 3072.267090
	Iteration 23Q: 3 clusters Score -620017.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -620018.875000 Penalty: 3072.267090
	Iteration 24Q: 3 clusters Score -620018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -620019.812500 Penalty: 3072.267090
	Iteration 25Q: 3 clusters Score -620019.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -620021.500000 Penalty: 3072.267090
	Iteration 26Q: 3 clusters Score -620021.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -620021.562500 Penalty: 3072.267090
	Iteration 27Q: 3 clusters Score -620021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -620021.937500 Penalty: 3072.267090
	Iteration 28Q: 3 clusters Score -620021.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -620023.937500 Penalty: 3072.267090
	Iteration 29Q: 3 clusters Score -620023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -620024.812500 Penalty: 3072.267090
	Iteration 30Q: 3 clusters Score -620024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -620025.187500 Penalty: 3072.267090
	Iteration 31Q: 3 clusters Score -620025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -620023.625000 Penalty: 3072.267090
	Iteration 32Q: 3 clusters Score -620023.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -620023.187500 Penalty: 3072.267090
	Iteration 33Q: 3 clusters Score -620023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -620025.125000 Penalty: 3072.267090
	Iteration 34Q: 3 clusters Score -620025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -620025.437500 Penalty: 3072.267090
	Iteration 35Q: 3 clusters Score -620025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -620026.500000 Penalty: 3072.267090
	Iteration 36Q: 3 clusters Score -620026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -620028.187500 Penalty: 3072.267090
	Iteration 37Q: 3 clusters Score -620028.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -620029.437500 Penalty: 3072.267090
	Iteration 38Q: 3 clusters Score -620029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -620030.312500 Penalty: 3072.267090
	Iteration 39Q: 3 clusters Score -620030.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -620029.562500 Penalty: 3072.267090
	Iteration 40F: 3 clusters Score -620029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -620029.937500 Penalty: 3072.267090
	Iteration 41Q: 3 clusters Score -620029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -620031.812500 Penalty: 3072.267090
	Iteration 42Q: 3 clusters Score -620031.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -620030.500000 Penalty: 3072.267090
	Iteration 43Q: 3 clusters Score -620030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -620032.000000 Penalty: 3072.267090
	Iteration 44Q: 3 clusters Score -620032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -620030.750000 Penalty: 3072.267090
	Iteration 45Q: 3 clusters Score -620030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -620031.562500 Penalty: 3072.267090
	Iteration 46Q: 3 clusters Score -620031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -620030.125000 Penalty: 3072.267090
	Iteration 47Q: 3 clusters Score -620030.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -620030.125000 Penalty: 3072.267090
	Iteration 48F: 3 clusters Score -620030.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (322777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322777 members 
Entering Unmasked Estep 
Score: -16230551.000000 Penalty: 2061.266602
	Iteration 0F: 2 clusters Score -1.623055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161334 members 
Mstep: Class 2 contains 161443 members 
Entering Unmasked Estep 
Score: -16012598.000000 Penalty: 4122.533203
	Iteration 0F: 3 clusters Score -1.60126e+07 nChanged 157419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166563 members 
Mstep: Class 2 contains 156214 members 
Entering Unmasked Estep 
Score: -16109975.000000 Penalty: 4122.533203
	Iteration 1F: 3 clusters Score -1.610998e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169965 members 
Mstep: Class 2 contains 152812 members 
Entering Unmasked Estep 
Score: -16113187.000000 Penalty: 4122.533203
	Iteration 2Q: 3 clusters Score -1.611319e+07 nChanged 13136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174767 members 
Mstep: Class 2 contains 148010 members 
Entering Unmasked Estep 
Score: -16117758.000000 Penalty: 4122.533203
	Iteration 3Q: 3 clusters Score -1.611776e+07 nChanged 15132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181129 members 
Mstep: Class 2 contains 141648 members 
Entering Unmasked Estep 
Score: -16123674.000000 Penalty: 4122.533203
	Iteration 4Q: 3 clusters Score -1.612367e+07 nChanged 16478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189029 members 
Mstep: Class 2 contains 133748 members 
Entering Unmasked Estep 
Score: -16130725.000000 Penalty: 4122.533203
	Iteration 5F: 3 clusters Score -1.613072e+07 nChanged 17074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198957 members 
Mstep: Class 2 contains 123820 members 
Entering Unmasked Estep 
Score: -16138558.000000 Penalty: 4122.533203
	Iteration 6F: 3 clusters Score -1.613856e+07 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210185 members 
Mstep: Class 2 contains 112592 members 
Entering Unmasked Estep 
Score: -16146392.000000 Penalty: 4122.533203
	Iteration 7F: 3 clusters Score -1.614639e+07 nChanged 15688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222487 members 
Mstep: Class 2 contains 100290 members 
Entering Unmasked Estep 
Score: -16155497.000000 Penalty: 4122.533203
	Iteration 8Q: 3 clusters Score -1.61555e+07 nChanged 15169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235560 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -16166249.000000 Penalty: 4122.533203
	Iteration 9Q: 3 clusters Score -1.616625e+07 nChanged 14099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248003 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -16177914.000000 Penalty: 4122.533203
	Iteration 10Q: 3 clusters Score -1.617791e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258455 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -16188076.000000 Penalty: 4122.533203
	Iteration 11Q: 3 clusters Score -1.618808e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266716 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -16195119.000000 Penalty: 4122.533203
	Iteration 12Q: 3 clusters Score -1.619512e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273786 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -16199784.000000 Penalty: 4122.533203
	Iteration 13Q: 3 clusters Score -1.619978e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280255 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -16203442.000000 Penalty: 4122.533203
	Iteration 14Q: 3 clusters Score -1.620344e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286374 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -16206630.000000 Penalty: 4122.533203
	Iteration 15Q: 3 clusters Score -1.620663e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292057 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -16209769.000000 Penalty: 4122.533203
	Iteration 16Q: 3 clusters Score -1.620977e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297368 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -16212792.000000 Penalty: 4122.533203
	Iteration 17Q: 3 clusters Score -1.621279e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302124 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -16215674.000000 Penalty: 4122.533203
	Iteration 18Q: 3 clusters Score -1.621567e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306553 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -16218360.000000 Penalty: 4122.533203
	Iteration 19Q: 3 clusters Score -1.621836e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310389 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -16220702.000000 Penalty: 4122.533203
	Iteration 20F: 3 clusters Score -1.62207e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313615 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -16222802.000000 Penalty: 4122.533203
	Iteration 21Q: 3 clusters Score -1.62228e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316223 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -16224454.000000 Penalty: 4122.533203
	Iteration 22Q: 3 clusters Score -1.622445e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318261 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -16225789.000000 Penalty: 4122.533203
	Iteration 23Q: 3 clusters Score -1.622579e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319801 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -16226826.000000 Penalty: 4122.533203
	Iteration 24Q: 3 clusters Score -1.622683e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320901 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -16227603.000000 Penalty: 4122.533203
	Iteration 25Q: 3 clusters Score -1.62276e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321626 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -16228114.000000 Penalty: 4122.533203
	Iteration 26Q: 3 clusters Score -1.622811e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321994 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16228366.000000 Penalty: 4122.533203
	Iteration 27Q: 3 clusters Score -1.622837e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322182 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -16228526.000000 Penalty: 4122.533203
	Iteration 28Q: 3 clusters Score -1.622853e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322281 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -16228585.000000 Penalty: 4122.533203
	Iteration 29Q: 3 clusters Score -1.622858e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322340 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -16228642.000000 Penalty: 4122.533203
	Iteration 30Q: 3 clusters Score -1.622864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322370 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -16228656.000000 Penalty: 4122.533203
	Iteration 31Q: 3 clusters Score -1.622866e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322403 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -16228685.000000 Penalty: 4122.533203
	Iteration 32Q: 3 clusters Score -1.622868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322422 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -16228717.000000 Penalty: 4122.533203
	Iteration 33Q: 3 clusters Score -1.622872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322441 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -16228743.000000 Penalty: 4122.533203
	Iteration 34Q: 3 clusters Score -1.622874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322455 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -16228767.000000 Penalty: 4122.533203
	Iteration 35Q: 3 clusters Score -1.622877e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322471 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -16228771.000000 Penalty: 4122.533203
	Iteration 36Q: 3 clusters Score -1.622877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322478 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -16228772.000000 Penalty: 4122.533203
	Iteration 37Q: 3 clusters Score -1.622877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322481 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -16228783.000000 Penalty: 4122.533203
	Iteration 38Q: 3 clusters Score -1.622878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322487 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16228784.000000 Penalty: 4122.533203
	Iteration 39Q: 3 clusters Score -1.622878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322489 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16228791.000000 Penalty: 4122.533203
	Iteration 40F: 3 clusters Score -1.622879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322490 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16228780.000000 Penalty: 4122.533203
	Iteration 41Q: 3 clusters Score -1.622878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322490 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16228780.000000 Penalty: 4122.533203
	Iteration 42F: 3 clusters Score -1.622878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (95110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95110 members 
Entering Unmasked Estep 
Score: -4695349.000000 Penalty: 1862.703247
	Iteration 0F: 2 clusters Score -4695349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -4631524.500000 Penalty: 3725.406494
	Iteration 0F: 3 clusters Score -4631524 nChanged 45469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -4658586.500000 Penalty: 3725.406494
	Iteration 1F: 3 clusters Score -4658586 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -4660241.500000 Penalty: 3725.406494
	Iteration 2Q: 3 clusters Score -4660242 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -4662651.500000 Penalty: 3725.406494
	Iteration 3F: 3 clusters Score -4662652 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58543 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -4666440.000000 Penalty: 3725.406494
	Iteration 4F: 3 clusters Score -4666440 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -4672207.000000 Penalty: 3725.406494
	Iteration 5F: 3 clusters Score -4672207 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70369 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4679086.000000 Penalty: 3725.406494
	Iteration 6F: 3 clusters Score -4679086 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4685030.000000 Penalty: 3725.406494
	Iteration 7F: 3 clusters Score -4685030 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -4688402.500000 Penalty: 3725.406494
	Iteration 8Q: 3 clusters Score -4688402 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4689964.000000 Penalty: 3725.406494
	Iteration 9Q: 3 clusters Score -4689964 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -4690764.000000 Penalty: 3725.406494
	Iteration 10Q: 3 clusters Score -4690764 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83067 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -4691307.500000 Penalty: 3725.406494
	Iteration 11Q: 3 clusters Score -4691308 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4691708.000000 Penalty: 3725.406494
	Iteration 12Q: 3 clusters Score -4691708 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -4692067.500000 Penalty: 3725.406494
	Iteration 13Q: 3 clusters Score -4692068 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86075 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -4692372.000000 Penalty: 3725.406494
	Iteration 14Q: 3 clusters Score -4692372 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86897 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4692614.500000 Penalty: 3725.406494
	Iteration 15Q: 3 clusters Score -4692614 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -4692852.500000 Penalty: 3725.406494
	Iteration 16Q: 3 clusters Score -4692852 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -4693052.000000 Penalty: 3725.406494
	Iteration 17Q: 3 clusters Score -4693052 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4693235.500000 Penalty: 3725.406494
	Iteration 18Q: 3 clusters Score -4693236 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -4693387.000000 Penalty: 3725.406494
	Iteration 19Q: 3 clusters Score -4693387 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -4693511.000000 Penalty: 3725.406494
	Iteration 20F: 3 clusters Score -4693511 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90222 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4693618.000000 Penalty: 3725.406494
	Iteration 21Q: 3 clusters Score -4693618 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -4693689.500000 Penalty: 3725.406494
	Iteration 22Q: 3 clusters Score -4693690 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -4693784.000000 Penalty: 3725.406494
	Iteration 23Q: 3 clusters Score -4693784 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4693839.500000 Penalty: 3725.406494
	Iteration 24Q: 3 clusters Score -4693840 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91466 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -4693937.500000 Penalty: 3725.406494
	Iteration 25Q: 3 clusters Score -4693938 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91708 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -4694005.500000 Penalty: 3725.406494
	Iteration 26Q: 3 clusters Score -4694006 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4694071.000000 Penalty: 3725.406494
	Iteration 27Q: 3 clusters Score -4694071 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92116 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4694128.000000 Penalty: 3725.406494
	Iteration 28Q: 3 clusters Score -4694128 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92282 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4694181.500000 Penalty: 3725.406494
	Iteration 29Q: 3 clusters Score -4694182 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4694208.500000 Penalty: 3725.406494
	Iteration 30Q: 3 clusters Score -4694208 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92551 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4694233.500000 Penalty: 3725.406494
	Iteration 31Q: 3 clusters Score -4694234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92661 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4694268.500000 Penalty: 3725.406494
	Iteration 32Q: 3 clusters Score -4694268 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92759 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4694300.500000 Penalty: 3725.406494
	Iteration 33Q: 3 clusters Score -4694300 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4694323.000000 Penalty: 3725.406494
	Iteration 34Q: 3 clusters Score -4694323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4694351.500000 Penalty: 3725.406494
	Iteration 35Q: 3 clusters Score -4694352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4694366.500000 Penalty: 3725.406494
	Iteration 36Q: 3 clusters Score -4694366 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93052 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4694372.500000 Penalty: 3725.406494
	Iteration 37Q: 3 clusters Score -4694372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4694380.500000 Penalty: 3725.406494
	Iteration 38Q: 3 clusters Score -4694380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4694386.500000 Penalty: 3725.406494
	Iteration 39Q: 3 clusters Score -4694386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93169 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4694407.500000 Penalty: 3725.406494
	Iteration 40F: 3 clusters Score -4694408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93209 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4694428.500000 Penalty: 3725.406494
	Iteration 41Q: 3 clusters Score -4694428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4694434.000000 Penalty: 3725.406494
	Iteration 42Q: 3 clusters Score -4694434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93279 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4694446.000000 Penalty: 3725.406494
	Iteration 43Q: 3 clusters Score -4694446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4694445.000000 Penalty: 3725.406494
	Iteration 44Q: 3 clusters Score -4694445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93332 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4694451.000000 Penalty: 3725.406494
	Iteration 45Q: 3 clusters Score -4694451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93343 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4694450.000000 Penalty: 3725.406494
	Iteration 46Q: 3 clusters Score -4694450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93350 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4694455.000000 Penalty: 3725.406494
	Iteration 47Q: 3 clusters Score -4694455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4694449.500000 Penalty: 3725.406494
	Iteration 48Q: 3 clusters Score -4694450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93364 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4694457.000000 Penalty: 3725.406494
	Iteration 49Q: 3 clusters Score -4694457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93365 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4694462.500000 Penalty: 3725.406494
	Iteration 50Q: 3 clusters Score -4694462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93371 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4694452.000000 Penalty: 3725.406494
	Iteration 51Q: 3 clusters Score -4694452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4694462.000000 Penalty: 3725.406494
	Iteration 52Q: 3 clusters Score -4694462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93382 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4694464.500000 Penalty: 3725.406494
	Iteration 53Q: 3 clusters Score -4694464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4694466.500000 Penalty: 3725.406494
	Iteration 54Q: 3 clusters Score -4694466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93395 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4694468.500000 Penalty: 3725.406494
	Iteration 55Q: 3 clusters Score -4694468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93397 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4694469.500000 Penalty: 3725.406494
	Iteration 56Q: 3 clusters Score -4694470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93398 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4694469.500000 Penalty: 3725.406494
	Iteration 57Q: 3 clusters Score -4694470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4694466.500000 Penalty: 3725.406494
	Iteration 58Q: 3 clusters Score -4694466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93402 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4694467.500000 Penalty: 3725.406494
	Iteration 59Q: 3 clusters Score -4694468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4694469.500000 Penalty: 3725.406494
	Iteration 60F: 3 clusters Score -4694470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93410 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4694463.500000 Penalty: 3725.406494
	Iteration 61Q: 3 clusters Score -4694464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4694467.500000 Penalty: 3725.406494
	Iteration 62Q: 3 clusters Score -4694468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4694467.500000 Penalty: 3725.406494
	Iteration 63F: 3 clusters Score -4694468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -69803.148438 Penalty: 1190.871094
	Iteration 0F: 2 clusters Score -69803.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -68018.562500 Penalty: 2381.742188
	Iteration 0F: 3 clusters Score -68018.56 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -68338.398438 Penalty: 2381.742188
	Iteration 1F: 3 clusters Score -68338.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -68425.632812 Penalty: 2381.742188
	Iteration 2F: 3 clusters Score -68425.63 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -68486.656250 Penalty: 2381.742188
	Iteration 3Q: 3 clusters Score -68486.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -68523.500000 Penalty: 2381.742188
	Iteration 4Q: 3 clusters Score -68523.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -68547.171875 Penalty: 2381.742188
	Iteration 5Q: 3 clusters Score -68547.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -68562.515625 Penalty: 2381.742188
	Iteration 6Q: 3 clusters Score -68562.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -68570.687500 Penalty: 2381.742188
	Iteration 7Q: 3 clusters Score -68570.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -68577.257812 Penalty: 2381.742188
	Iteration 8Q: 3 clusters Score -68577.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -68579.304688 Penalty: 2381.742188
	Iteration 9Q: 3 clusters Score -68579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -68582.593750 Penalty: 2381.742188
	Iteration 10Q: 3 clusters Score -68582.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -68585.375000 Penalty: 2381.742188
	Iteration 11Q: 3 clusters Score -68585.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -68589.937500 Penalty: 2381.742188
	Iteration 12Q: 3 clusters Score -68589.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -68595.359375 Penalty: 2381.742188
	Iteration 13Q: 3 clusters Score -68595.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68599.718750 Penalty: 2381.742188
	Iteration 14Q: 3 clusters Score -68599.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -68603.171875 Penalty: 2381.742188
	Iteration 15Q: 3 clusters Score -68603.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -68604.664062 Penalty: 2381.742188
	Iteration 16Q: 3 clusters Score -68604.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -68605.062500 Penalty: 2381.742188
	Iteration 17Q: 3 clusters Score -68605.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -68606.140625 Penalty: 2381.742188
	Iteration 18Q: 3 clusters Score -68606.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -68606.140625 Penalty: 2381.742188
	Iteration 19F: 3 clusters Score -68606.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -15821.649414 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -15821.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14828.869141 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -14828.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14939.719727 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -14939.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -14972.314453 Penalty: 1934.804077
	Iteration 2Q: 3 clusters Score -14972.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14985.307617 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -14985.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14988.071289 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -14988.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14988.071289 Penalty: 1934.804077
	Iteration 5F: 3 clusters Score -14988.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -58886.304688 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -58886.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -57184.875000 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -57184.88 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -57507.359375 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -57507.36 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -57611.683594 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -57611.68 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -57690.085938 Penalty: 2358.296631
	Iteration 3F: 3 clusters Score -57690.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -57752.566406 Penalty: 2358.296631
	Iteration 4Q: 3 clusters Score -57752.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -57802.175781 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -57802.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -57840.445312 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -57840.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -57874.398438 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -57874.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -57913.093750 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -57913.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -57942.000000 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -57942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -57969.281250 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -57969.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -57992.218750 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -57992.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -58014.906250 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -58014.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58031.398438 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -58031.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -58046.246094 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -58046.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -58067.437500 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -58067.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -58095.750000 Penalty: 2358.296631
	Iteration 16Q: 3 clusters Score -58095.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -58121.921875 Penalty: 2358.296631
	Iteration 17Q: 3 clusters Score -58121.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -58153.605469 Penalty: 2358.296631
	Iteration 18Q: 3 clusters Score -58153.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -58170.105469 Penalty: 2358.296631
	Iteration 19Q: 3 clusters Score -58170.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -58180.863281 Penalty: 2358.296631
	Iteration 20F: 3 clusters Score -58180.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -58195.527344 Penalty: 2358.296631
	Iteration 21Q: 3 clusters Score -58195.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -58209.730469 Penalty: 2358.296631
	Iteration 22Q: 3 clusters Score -58209.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -58229.960938 Penalty: 2358.296631
	Iteration 23Q: 3 clusters Score -58229.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -58252.980469 Penalty: 2358.296631
	Iteration 24Q: 3 clusters Score -58252.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -58274.726562 Penalty: 2358.296631
	Iteration 25Q: 3 clusters Score -58274.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58308.484375 Penalty: 2358.296631
	Iteration 26Q: 3 clusters Score -58308.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -58351.257812 Penalty: 2358.296631
	Iteration 27Q: 3 clusters Score -58351.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -58396.539062 Penalty: 2358.296631
	Iteration 28Q: 3 clusters Score -58396.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -58422.023438 Penalty: 2358.296631
	Iteration 29Q: 3 clusters Score -58422.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -58437.785156 Penalty: 2358.296631
	Iteration 30Q: 3 clusters Score -58437.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -58456.328125 Penalty: 2358.296631
	Iteration 31Q: 3 clusters Score -58456.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -58473.707031 Penalty: 2358.296631
	Iteration 32Q: 3 clusters Score -58473.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -58487.988281 Penalty: 2358.296631
	Iteration 33Q: 3 clusters Score -58487.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -58504.574219 Penalty: 2358.296631
	Iteration 34Q: 3 clusters Score -58504.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -58514.437500 Penalty: 2358.296631
	Iteration 35Q: 3 clusters Score -58514.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -58520.437500 Penalty: 2358.296631
	Iteration 36Q: 3 clusters Score -58520.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -58525.042969 Penalty: 2358.296631
	Iteration 37Q: 3 clusters Score -58525.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -58532.476562 Penalty: 2358.296631
	Iteration 38Q: 3 clusters Score -58532.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -58537.722656 Penalty: 2358.296631
	Iteration 39Q: 3 clusters Score -58537.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -58544.832031 Penalty: 2358.296631
	Iteration 40F: 3 clusters Score -58544.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -58548.761719 Penalty: 2358.296631
	Iteration 41Q: 3 clusters Score -58548.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -58555.835938 Penalty: 2358.296631
	Iteration 42Q: 3 clusters Score -58555.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58557.363281 Penalty: 2358.296631
	Iteration 43Q: 3 clusters Score -58557.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -58557.363281 Penalty: 2358.296631
	Iteration 44F: 3 clusters Score -58557.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Entering Unmasked Estep 
Score: -140588.343750 Penalty: 1282.462769
	Iteration 0F: 2 clusters Score -140588.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -138012.312500 Penalty: 2564.925537
	Iteration 0F: 3 clusters Score -138012.3 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -138620.250000 Penalty: 2564.925537
	Iteration 1F: 3 clusters Score -138620.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -138736.265625 Penalty: 2564.925537
	Iteration 2F: 3 clusters Score -138736.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -138806.281250 Penalty: 2564.925537
	Iteration 3Q: 3 clusters Score -138806.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -138856.515625 Penalty: 2564.925537
	Iteration 4Q: 3 clusters Score -138856.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -138886.921875 Penalty: 2564.925537
	Iteration 5Q: 3 clusters Score -138886.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -138911.359375 Penalty: 2564.925537
	Iteration 6Q: 3 clusters Score -138911.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -138931.500000 Penalty: 2564.925537
	Iteration 7Q: 3 clusters Score -138931.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -138948.265625 Penalty: 2564.925537
	Iteration 8Q: 3 clusters Score -138948.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -138966.578125 Penalty: 2564.925537
	Iteration 9Q: 3 clusters Score -138966.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -138985.187500 Penalty: 2564.925537
	Iteration 10Q: 3 clusters Score -138985.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -138995.796875 Penalty: 2564.925537
	Iteration 11Q: 3 clusters Score -138995.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -139004.312500 Penalty: 2564.925537
	Iteration 12Q: 3 clusters Score -139004.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -139012.046875 Penalty: 2564.925537
	Iteration 13Q: 3 clusters Score -139012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -139016.890625 Penalty: 2564.925537
	Iteration 14Q: 3 clusters Score -139016.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -139021.578125 Penalty: 2564.925537
	Iteration 15Q: 3 clusters Score -139021.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -139025.406250 Penalty: 2564.925537
	Iteration 16Q: 3 clusters Score -139025.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -139027.437500 Penalty: 2564.925537
	Iteration 17Q: 3 clusters Score -139027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -139029.187500 Penalty: 2564.925537
	Iteration 18Q: 3 clusters Score -139029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -139030.328125 Penalty: 2564.925537
	Iteration 19Q: 3 clusters Score -139030.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -139031.390625 Penalty: 2564.925537
	Iteration 20F: 3 clusters Score -139031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -139031.593750 Penalty: 2564.925537
	Iteration 21Q: 3 clusters Score -139031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -139032.109375 Penalty: 2564.925537
	Iteration 22Q: 3 clusters Score -139032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -139032.234375 Penalty: 2564.925537
	Iteration 23Q: 3 clusters Score -139032.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -139032.984375 Penalty: 2564.925537
	Iteration 24Q: 3 clusters Score -139033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -139032.984375 Penalty: 2564.925537
	Iteration 25F: 3 clusters Score -139033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -69468.812500 Penalty: 1177.881958
	Iteration 0F: 2 clusters Score -69468.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -67763.218750 Penalty: 2355.763916
	Iteration 0F: 3 clusters Score -67763.22 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -68064.914062 Penalty: 2355.763916
	Iteration 1F: 3 clusters Score -68064.91 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -68122.226562 Penalty: 2355.763916
	Iteration 2F: 3 clusters Score -68122.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -68159.906250 Penalty: 2355.763916
	Iteration 3Q: 3 clusters Score -68159.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -68184.351562 Penalty: 2355.763916
	Iteration 4Q: 3 clusters Score -68184.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -68203.007812 Penalty: 2355.763916
	Iteration 5Q: 3 clusters Score -68203.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -68217.890625 Penalty: 2355.763916
	Iteration 6Q: 3 clusters Score -68217.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -68240.101562 Penalty: 2355.763916
	Iteration 7Q: 3 clusters Score -68240.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -68261.429688 Penalty: 2355.763916
	Iteration 8Q: 3 clusters Score -68261.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -68276.617188 Penalty: 2355.763916
	Iteration 9Q: 3 clusters Score -68276.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -68291.664062 Penalty: 2355.763916
	Iteration 10Q: 3 clusters Score -68291.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -68316.109375 Penalty: 2355.763916
	Iteration 11Q: 3 clusters Score -68316.11 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -68347.382812 Penalty: 2355.763916
	Iteration 12Q: 3 clusters Score -68347.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68377.992188 Penalty: 2355.763916
	Iteration 13Q: 3 clusters Score -68377.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -68397.953125 Penalty: 2355.763916
	Iteration 14Q: 3 clusters Score -68397.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -68420.265625 Penalty: 2355.763916
	Iteration 15Q: 3 clusters Score -68420.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -68436.429688 Penalty: 2355.763916
	Iteration 16Q: 3 clusters Score -68436.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -68452.945312 Penalty: 2355.763916
	Iteration 17Q: 3 clusters Score -68452.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -68461.648438 Penalty: 2355.763916
	Iteration 18Q: 3 clusters Score -68461.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -68466.421875 Penalty: 2355.763916
	Iteration 19Q: 3 clusters Score -68466.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -68472.101562 Penalty: 2355.763916
	Iteration 20F: 3 clusters Score -68472.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -68478.570312 Penalty: 2355.763916
	Iteration 21Q: 3 clusters Score -68478.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -68485.656250 Penalty: 2355.763916
	Iteration 22Q: 3 clusters Score -68485.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -68493.289062 Penalty: 2355.763916
	Iteration 23Q: 3 clusters Score -68493.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -68504.710938 Penalty: 2355.763916
	Iteration 24Q: 3 clusters Score -68504.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -68519.070312 Penalty: 2355.763916
	Iteration 25Q: 3 clusters Score -68519.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -68527.421875 Penalty: 2355.763916
	Iteration 26Q: 3 clusters Score -68527.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -68533.148438 Penalty: 2355.763916
	Iteration 27Q: 3 clusters Score -68533.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -68542.781250 Penalty: 2355.763916
	Iteration 28Q: 3 clusters Score -68542.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -68551.664062 Penalty: 2355.763916
	Iteration 29Q: 3 clusters Score -68551.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -68563.531250 Penalty: 2355.763916
	Iteration 30Q: 3 clusters Score -68563.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -68575.757812 Penalty: 2355.763916
	Iteration 31Q: 3 clusters Score -68575.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -68585.015625 Penalty: 2355.763916
	Iteration 32Q: 3 clusters Score -68585.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -68589.546875 Penalty: 2355.763916
	Iteration 33Q: 3 clusters Score -68589.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -68598.195312 Penalty: 2355.763916
	Iteration 34Q: 3 clusters Score -68598.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -68614.195312 Penalty: 2355.763916
	Iteration 35Q: 3 clusters Score -68614.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -68629.351562 Penalty: 2355.763916
	Iteration 36Q: 3 clusters Score -68629.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -68644.656250 Penalty: 2355.763916
	Iteration 37Q: 3 clusters Score -68644.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -68663.250000 Penalty: 2355.763916
	Iteration 38Q: 3 clusters Score -68663.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -68685.921875 Penalty: 2355.763916
	Iteration 39Q: 3 clusters Score -68685.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -68703.070312 Penalty: 2355.763916
	Iteration 40F: 3 clusters Score -68703.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -68714.718750 Penalty: 2355.763916
	Iteration 41Q: 3 clusters Score -68714.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -68724.765625 Penalty: 2355.763916
	Iteration 42Q: 3 clusters Score -68724.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -68740.593750 Penalty: 2355.763916
	Iteration 43Q: 3 clusters Score -68740.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -68759.960938 Penalty: 2355.763916
	Iteration 44Q: 3 clusters Score -68759.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -68790.687500 Penalty: 2355.763916
	Iteration 45Q: 3 clusters Score -68790.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -68834.156250 Penalty: 2355.763916
	Iteration 46Q: 3 clusters Score -68834.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -68882.539062 Penalty: 2355.763916
	Iteration 47Q: 3 clusters Score -68882.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -68914.453125 Penalty: 2355.763916
	Iteration 48Q: 3 clusters Score -68914.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -68935.218750 Penalty: 2355.763916
	Iteration 49Q: 3 clusters Score -68935.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -68943.296875 Penalty: 2355.763916
	Iteration 50Q: 3 clusters Score -68943.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -68948.546875 Penalty: 2355.763916
	Iteration 51Q: 3 clusters Score -68948.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -68952.843750 Penalty: 2355.763916
	Iteration 52Q: 3 clusters Score -68952.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -68953.820312 Penalty: 2355.763916
	Iteration 53Q: 3 clusters Score -68953.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -68953.820312 Penalty: 2355.763916
	Iteration 54F: 3 clusters Score -68953.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Entering Unmasked Estep 
Score: -1388854.500000 Penalty: 1657.196533
	Iteration 0F: 2 clusters Score -1388854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1370740.875000 Penalty: 3314.393066
	Iteration 0F: 3 clusters Score -1370741 nChanged 12334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1377975.875000 Penalty: 3314.393066
	Iteration 1F: 3 clusters Score -1377976 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1378979.000000 Penalty: 3314.393066
	Iteration 2F: 3 clusters Score -1378979 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1380406.125000 Penalty: 3314.393066
	Iteration 3F: 3 clusters Score -1380406 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1382160.750000 Penalty: 3314.393066
	Iteration 4F: 3 clusters Score -1382161 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1383813.875000 Penalty: 3314.393066
	Iteration 5F: 3 clusters Score -1383814 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1385137.750000 Penalty: 3314.393066
	Iteration 6F: 3 clusters Score -1385138 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1385987.250000 Penalty: 3314.393066
	Iteration 7Q: 3 clusters Score -1385987 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1386478.500000 Penalty: 3314.393066
	Iteration 8Q: 3 clusters Score -1386478 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1386718.750000 Penalty: 3314.393066
	Iteration 9Q: 3 clusters Score -1386719 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1386844.375000 Penalty: 3314.393066
	Iteration 10Q: 3 clusters Score -1386844 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1386926.125000 Penalty: 3314.393066
	Iteration 11Q: 3 clusters Score -1386926 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1386998.000000 Penalty: 3314.393066
	Iteration 12Q: 3 clusters Score -1386998 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1387051.000000 Penalty: 3314.393066
	Iteration 13Q: 3 clusters Score -1387051 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1387104.375000 Penalty: 3314.393066
	Iteration 14Q: 3 clusters Score -1387104 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1387134.625000 Penalty: 3314.393066
	Iteration 15Q: 3 clusters Score -1387135 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1387173.875000 Penalty: 3314.393066
	Iteration 16Q: 3 clusters Score -1387174 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1387211.125000 Penalty: 3314.393066
	Iteration 17Q: 3 clusters Score -1387211 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1387239.125000 Penalty: 3314.393066
	Iteration 18Q: 3 clusters Score -1387239 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1387262.375000 Penalty: 3314.393066
	Iteration 19Q: 3 clusters Score -1387262 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1387290.875000 Penalty: 3314.393066
	Iteration 20F: 3 clusters Score -1387291 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1387304.375000 Penalty: 3314.393066
	Iteration 21Q: 3 clusters Score -1387304 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1387314.875000 Penalty: 3314.393066
	Iteration 22Q: 3 clusters Score -1387315 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1387337.125000 Penalty: 3314.393066
	Iteration 23Q: 3 clusters Score -1387337 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1387349.000000 Penalty: 3314.393066
	Iteration 24Q: 3 clusters Score -1387349 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1387371.250000 Penalty: 3314.393066
	Iteration 25Q: 3 clusters Score -1387371 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1387391.250000 Penalty: 3314.393066
	Iteration 26Q: 3 clusters Score -1387391 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1387403.625000 Penalty: 3314.393066
	Iteration 27Q: 3 clusters Score -1387404 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1387417.250000 Penalty: 3314.393066
	Iteration 28Q: 3 clusters Score -1387417 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1387434.750000 Penalty: 3314.393066
	Iteration 29Q: 3 clusters Score -1387435 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1387448.625000 Penalty: 3314.393066
	Iteration 30Q: 3 clusters Score -1387449 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1387463.375000 Penalty: 3314.393066
	Iteration 31Q: 3 clusters Score -1387463 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1387483.375000 Penalty: 3314.393066
	Iteration 32Q: 3 clusters Score -1387483 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1387499.625000 Penalty: 3314.393066
	Iteration 33Q: 3 clusters Score -1387500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1387514.500000 Penalty: 3314.393066
	Iteration 34Q: 3 clusters Score -1387514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1387526.875000 Penalty: 3314.393066
	Iteration 35Q: 3 clusters Score -1387527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1387536.750000 Penalty: 3314.393066
	Iteration 36Q: 3 clusters Score -1387537 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1387560.250000 Penalty: 3314.393066
	Iteration 37Q: 3 clusters Score -1387560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1387572.375000 Penalty: 3314.393066
	Iteration 38Q: 3 clusters Score -1387572 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1387592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1387615 nChanged 117
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Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1387633 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1387652 nChanged 93
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Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1387663 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1387674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1387687.000000 Penalty: 3314.393066
	Iteration 45Q: 3 clusters Score -1387687 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1387702.125000 Penalty: 3314.393066
	Iteration 46Q: 3 clusters Score -1387702 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1387714.375000 Penalty: 3314.393066
	Iteration 47Q: 3 clusters Score -1387714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1387724.625000 Penalty: 3314.393066
	Iteration 48Q: 3 clusters Score -1387725 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1387731.500000 Penalty: 3314.393066
	Iteration 49Q: 3 clusters Score -1387732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1387733.125000 Penalty: 3314.393066
	Iteration 50Q: 3 clusters Score -1387733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1387741.125000 Penalty: 3314.393066
	Iteration 51Q: 3 clusters Score -1387741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1387747.500000 Penalty: 3314.393066
	Iteration 52Q: 3 clusters Score -1387748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1387754.625000 Penalty: 3314.393066
	Iteration 53Q: 3 clusters Score -1387755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1387760.375000 Penalty: 3314.393066
	Iteration 54Q: 3 clusters Score -1387760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1387774.375000 Penalty: 3314.393066
	Iteration 55Q: 3 clusters Score -1387774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1387778.625000 Penalty: 3314.393066
	Iteration 56Q: 3 clusters Score -1387779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1387791.125000 Penalty: 3314.393066
	Iteration 57Q: 3 clusters Score -1387791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1387799.000000 Penalty: 3314.393066
	Iteration 58Q: 3 clusters Score -1387799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1387807.625000 Penalty: 3314.393066
	Iteration 59Q: 3 clusters Score -1387808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1387819.250000 Penalty: 3314.393066
	Iteration 60F: 3 clusters Score -1387819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1387826.250000 Penalty: 3314.393066
	Iteration 61Q: 3 clusters Score -1387826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1387833.625000 Penalty: 3314.393066
	Iteration 62Q: 3 clusters Score -1387834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1387841.375000 Penalty: 3314.393066
	Iteration 63Q: 3 clusters Score -1387841 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1387849.750000 Penalty: 3314.393066
	Iteration 64Q: 3 clusters Score -1387850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1387858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1387860.000000 Penalty: 3314.393066
	Iteration 66Q: 3 clusters Score -1387860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1387862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1387864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1387866.625000 Penalty: 3314.393066
	Iteration 69Q: 3 clusters Score -1387867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1387869.375000 Penalty: 3314.393066
	Iteration 70Q: 3 clusters Score -1387869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1387871.250000 Penalty: 3314.393066
	Iteration 71Q: 3 clusters Score -1387871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1387871.250000 Penalty: 3314.393066
	Iteration 72Q: 3 clusters Score -1387871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1387872.375000 Penalty: 3314.393066
	Iteration 73Q: 3 clusters Score -1387872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1387872.500000 Penalty: 3314.393066
	Iteration 74Q: 3 clusters Score -1387872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1387871.625000 Penalty: 3314.393066
	Iteration 75Q: 3 clusters Score -1387872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1387871.000000 Penalty: 3314.393066
	Iteration 76Q: 3 clusters Score -1387871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1387871.750000 Penalty: 3314.393066
	Iteration 77Q: 3 clusters Score -1387872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1387872.000000 Penalty: 3314.393066
	Iteration 78Q: 3 clusters Score -1387872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1387871.750000 Penalty: 3314.393066
	Iteration 79Q: 3 clusters Score -1387872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1387872.125000 Penalty: 3314.393066
	Iteration 80F: 3 clusters Score -1387872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1387872.500000 Penalty: 3314.393066
	Iteration 81Q: 3 clusters Score -1387872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1387873.000000 Penalty: 3314.393066
	Iteration 82Q: 3 clusters Score -1387873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1387873.625000 Penalty: 3314.393066
	Iteration 83Q: 3 clusters Score -1387874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1387875.375000 Penalty: 3314.393066
	Iteration 84Q: 3 clusters Score -1387875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1387876.125000 Penalty: 3314.393066
	Iteration 85Q: 3 clusters Score -1387876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1387879.500000 Penalty: 3314.393066
	Iteration 86Q: 3 clusters Score -1387880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1387880.625000 Penalty: 3314.393066
	Iteration 87Q: 3 clusters Score -1387881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1387881.000000 Penalty: 3314.393066
	Iteration 88Q: 3 clusters Score -1387881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1387883.375000 Penalty: 3314.393066
	Iteration 89Q: 3 clusters Score -1387883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1387884.625000 Penalty: 3314.393066
	Iteration 90Q: 3 clusters Score -1387885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1387884.000000 Penalty: 3314.393066
	Iteration 91Q: 3 clusters Score -1387884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1387884.125000 Penalty: 3314.393066
	Iteration 92Q: 3 clusters Score -1387884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1387887.375000 Penalty: 3314.393066
	Iteration 93Q: 3 clusters Score -1387887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1387887.500000 Penalty: 3314.393066
	Iteration 94Q: 3 clusters Score -1387888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1387886.250000 Penalty: 3314.393066
	Iteration 95Q: 3 clusters Score -1387886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1387889.000000 Penalty: 3314.393066
	Iteration 96Q: 3 clusters Score -1387889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1387885.125000 Penalty: 3314.393066
	Iteration 97Q: 3 clusters Score -1387885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1387886.875000 Penalty: 3314.393066
	Iteration 98Q: 3 clusters Score -1387887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1387884.875000 Penalty: 3314.393066
	Iteration 99Q: 3 clusters Score -1387885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1387886.125000 Penalty: 3314.393066
	Iteration 100F: 3 clusters Score -1387886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1387885.500000 Penalty: 3314.393066
	Iteration 101Q: 3 clusters Score -1387886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1387884.125000 Penalty: 3314.393066
	Iteration 102Q: 3 clusters Score -1387884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1387883.875000 Penalty: 3314.393066
	Iteration 103Q: 3 clusters Score -1387884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1387887.000000 Penalty: 3314.393066
	Iteration 104Q: 3 clusters Score -1387887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1387888.375000 Penalty: 3314.393066
	Iteration 105Q: 3 clusters Score -1387888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1387889.000000 Penalty: 3314.393066
	Iteration 106Q: 3 clusters Score -1387889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1387887.625000 Penalty: 3314.393066
	Iteration 107Q: 3 clusters Score -1387888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1387889.500000 Penalty: 3314.393066
	Iteration 108Q: 3 clusters Score -1387890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1387887.625000 Penalty: 3314.393066
	Iteration 109Q: 3 clusters Score -1387888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1387888.375000 Penalty: 3314.393066
	Iteration 110Q: 3 clusters Score -1387888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1387890.000000 Penalty: 3314.393066
	Iteration 111Q: 3 clusters Score -1387890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1387885.750000 Penalty: 3314.393066
	Iteration 112Q: 3 clusters Score -1387886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1387889.875000 Penalty: 3314.393066
	Iteration 113Q: 3 clusters Score -1387890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1387890.000000 Penalty: 3314.393066
	Iteration 114Q: 3 clusters Score -1387890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1387887.125000 Penalty: 3314.393066
	Iteration 115Q: 3 clusters Score -1387887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1387887.500000 Penalty: 3314.393066
	Iteration 116Q: 3 clusters Score -1387888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1387888.125000 Penalty: 3314.393066
	Iteration 117Q: 3 clusters Score -1387888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1387887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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	Iteration 119F: 3 clusters Score -1387887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2543 members 
Entering Unmasked Estep 
Score: -119451.765625 Penalty: 1274.178711
	Iteration 0F: 2 clusters Score -119451.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -117048.265625 Penalty: 2548.357422
	Iteration 0F: 3 clusters Score -117048.3 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -117550.265625 Penalty: 2548.357422
	Iteration 1F: 3 clusters Score -117550.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -117664.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -117728.984375 Penalty: 2548.357422
	Iteration 3Q: 3 clusters Score -117729 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -117765.101562 Penalty: 2548.357422
	Iteration 4Q: 3 clusters Score -117765.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -117793.226562 Penalty: 2548.357422
	Iteration 5Q: 3 clusters Score -117793.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -117808.054688 Penalty: 2548.357422
	Iteration 6Q: 3 clusters Score -117808.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -117821.453125 Penalty: 2548.357422
	Iteration 7Q: 3 clusters Score -117821.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -117831.203125 Penalty: 2548.357422
	Iteration 8Q: 3 clusters Score -117831.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -117841.203125 Penalty: 2548.357422
	Iteration 9Q: 3 clusters Score -117841.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -117846.750000 Penalty: 2548.357422
	Iteration 10Q: 3 clusters Score -117846.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -117852.726562 Penalty: 2548.357422
	Iteration 11Q: 3 clusters Score -117852.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -117857.734375 Penalty: 2548.357422
	Iteration 12Q: 3 clusters Score -117857.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -117862.218750 Penalty: 2548.357422
	Iteration 13Q: 3 clusters Score -117862.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -117865.265625 Penalty: 2548.357422
	Iteration 14Q: 3 clusters Score -117865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -117866.320312 Penalty: 2548.357422
	Iteration 15Q: 3 clusters Score -117866.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -117867.007812 Penalty: 2548.357422
	Iteration 16Q: 3 clusters Score -117867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -117867.476562 Penalty: 2548.357422
	Iteration 17Q: 3 clusters Score -117867.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -117868.867188 Penalty: 2548.357422
	Iteration 18Q: 3 clusters Score -117868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -117870.132812 Penalty: 2548.357422
	Iteration 19Q: 3 clusters Score -117870.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -117871.218750 Penalty: 2548.357422
	Iteration 20F: 3 clusters Score -117871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -117872.757812 Penalty: 2548.357422
	Iteration 21Q: 3 clusters Score -117872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -117873.648438 Penalty: 2548.357422
	Iteration 22Q: 3 clusters Score -117873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -117874.148438 Penalty: 2548.357422
	Iteration 23Q: 3 clusters Score -117874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -117874.492188 Penalty: 2548.357422
	Iteration 24Q: 3 clusters Score -117874.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -117874.609375 Penalty: 2548.357422
	Iteration 25Q: 3 clusters Score -117874.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -117874.609375 Penalty: 2548.357422
	Iteration 26F: 3 clusters Score -117874.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Entering Unmasked Estep 
Score: -152710.140625 Penalty: 1321.946167
	Iteration 0F: 2 clusters Score -152710.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -149719.859375 Penalty: 2643.892334
	Iteration 0F: 3 clusters Score -149719.9 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -150598.390625 Penalty: 2643.892334
	Iteration 1F: 3 clusters Score -150598.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -150861.890625 Penalty: 2643.892334
	Iteration 2F: 3 clusters Score -150861.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -151070.812500 Penalty: 2643.892334
	Iteration 3F: 3 clusters Score -151070.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -151252.218750 Penalty: 2643.892334
	Iteration 4F: 3 clusters Score -151252.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -151428.203125 Penalty: 2643.892334
	Iteration 5F: 3 clusters Score -151428.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -151576.296875 Penalty: 2643.892334
	Iteration 6Q: 3 clusters Score -151576.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -151672.109375 Penalty: 2643.892334
	Iteration 7Q: 3 clusters Score -151672.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -151800.359375 Penalty: 2643.892334
	Iteration 8Q: 3 clusters Score -151800.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -151987.625000 Penalty: 2643.892334
	Iteration 9Q: 3 clusters Score -151987.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -152343.328125 Penalty: 2643.892334
	Iteration 10Q: 3 clusters Score -152343.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -152787.593750 Penalty: 2643.892334
	Iteration 11F: 3 clusters Score -152787.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -152999.296875 Penalty: 2643.892334
	Iteration 12Q: 3 clusters Score -152999.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -153032.968750 Penalty: 2643.892334
	Iteration 13Q: 3 clusters Score -153033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -153038.593750 Penalty: 2643.892334
	Iteration 14Q: 3 clusters Score -153038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -153042.640625 Penalty: 2643.892334
	Iteration 15Q: 3 clusters Score -153042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -153044.078125 Penalty: 2643.892334
	Iteration 16Q: 3 clusters Score -153044.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -153045.531250 Penalty: 2643.892334
	Iteration 17Q: 3 clusters Score -153045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -153045.859375 Penalty: 2643.892334
	Iteration 18Q: 3 clusters Score -153045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -153046.328125 Penalty: 2643.892334
	Iteration 19Q: 3 clusters Score -153046.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -153046.328125 Penalty: 2643.892334
	Iteration 20F: 3 clusters Score -153046.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 17661 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9827 members 
Mstep: Class 7 contains 12748 members 
Mstep: Class 8 contains 322777 members 
Mstep: Class 9 contains 95110 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26853 members 
Mstep: Class 16 contains 2543 members 
Mstep: Class 17 contains 1361 members 
Mstep: Class 18 contains 12487 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 29864 members 
Mstep: Class 21 contains 2051 members 
Entering Unmasked Estep 
Score: -28196320.000000 Penalty: 45319.121094
Splitting cluster 17 changes total score from -28196874.000000 to -28196320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (12487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Entering Unmasked Estep 
Score: -581143.875000 Penalty: 1532.772095
	Iteration 0F: 2 clusters Score -581143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -572338.562500 Penalty: 3065.544189
	Iteration 0F: 3 clusters Score -572338.6 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -575216.750000 Penalty: 3065.544189
	Iteration 1F: 3 clusters Score -575216.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -575566.250000 Penalty: 3065.544189
	Iteration 2F: 3 clusters Score -575566.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -575907.500000 Penalty: 3065.544189
	Iteration 3F: 3 clusters Score -575907.5 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -576222.312500 Penalty: 3065.544189
	Iteration 4F: 3 clusters Score -576222.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -576499.625000 Penalty: 3065.544189
	Iteration 5Q: 3 clusters Score -576499.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -576801.000000 Penalty: 3065.544189
	Iteration 6Q: 3 clusters Score -576801 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -577130.187500 Penalty: 3065.544189
	Iteration 7Q: 3 clusters Score -577130.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -577530.437500 Penalty: 3065.544189
	Iteration 8F: 3 clusters Score -577530.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -578014.625000 Penalty: 3065.544189
	Iteration 9F: 3 clusters Score -578014.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -578555.750000 Penalty: 3065.544189
	Iteration 10F: 3 clusters Score -578555.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -579056.187500 Penalty: 3065.544189
	Iteration 11Q: 3 clusters Score -579056.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -579510.687500 Penalty: 3065.544189
	Iteration 12Q: 3 clusters Score -579510.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -579742.125000 Penalty: 3065.544189
	Iteration 13Q: 3 clusters Score -579742.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -579813.937500 Penalty: 3065.544189
	Iteration 14Q: 3 clusters Score -579813.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -579851.812500 Penalty: 3065.544189
	Iteration 15Q: 3 clusters Score -579851.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -579875.687500 Penalty: 3065.544189
	Iteration 16Q: 3 clusters Score -579875.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -579889.312500 Penalty: 3065.544189
	Iteration 17Q: 3 clusters Score -579889.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -579900.875000 Penalty: 3065.544189
	Iteration 18Q: 3 clusters Score -579900.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -579910.125000 Penalty: 3065.544189
	Iteration 19Q: 3 clusters Score -579910.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -579915.312500 Penalty: 3065.544189
	Iteration 20F: 3 clusters Score -579915.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -579925.000000 Penalty: 3065.544189
	Iteration 21Q: 3 clusters Score -579925 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -579931.812500 Penalty: 3065.544189
	Iteration 22Q: 3 clusters Score -579931.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -579941.750000 Penalty: 3065.544189
	Iteration 23Q: 3 clusters Score -579941.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -579948.187500 Penalty: 3065.544189
	Iteration 24Q: 3 clusters Score -579948.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -579951.437500 Penalty: 3065.544189
	Iteration 25Q: 3 clusters Score -579951.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -579954.750000 Penalty: 3065.544189
	Iteration 26Q: 3 clusters Score -579954.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -579957.687500 Penalty: 3065.544189
	Iteration 27Q: 3 clusters Score -579957.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -579963.437500 Penalty: 3065.544189
	Iteration 28Q: 3 clusters Score -579963.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -579967.250000 Penalty: 3065.544189
	Iteration 29Q: 3 clusters Score -579967.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -579971.187500 Penalty: 3065.544189
	Iteration 30Q: 3 clusters Score -579971.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -579973.937500 Penalty: 3065.544189
	Iteration 31Q: 3 clusters Score -579973.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -579975.812500 Penalty: 3065.544189
	Iteration 32Q: 3 clusters Score -579975.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -579979.750000 Penalty: 3065.544189
	Iteration 33Q: 3 clusters Score -579979.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -579980.437500 Penalty: 3065.544189
	Iteration 34Q: 3 clusters Score -579980.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -579984.062500 Penalty: 3065.544189
	Iteration 35Q: 3 clusters Score -579984.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -579985.375000 Penalty: 3065.544189
	Iteration 36Q: 3 clusters Score -579985.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -579987.562500 Penalty: 3065.544189
	Iteration 37Q: 3 clusters Score -579987.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -579990.437500 Penalty: 3065.544189
	Iteration 38Q: 3 clusters Score -579990.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -579992.250000 Penalty: 3065.544189
	Iteration 39Q: 3 clusters Score -579992.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -579994.875000 Penalty: 3065.544189
	Iteration 40F: 3 clusters Score -579994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -579996.187500 Penalty: 3065.544189
	Iteration 41Q: 3 clusters Score -579996.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -579997.562500 Penalty: 3065.544189
	Iteration 42Q: 3 clusters Score -579997.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -580000.812500 Penalty: 3065.544189
	Iteration 43Q: 3 clusters Score -580000.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -580002.062500 Penalty: 3065.544189
	Iteration 44Q: 3 clusters Score -580002.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -580004.375000 Penalty: 3065.544189
	Iteration 45Q: 3 clusters Score -580004.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -580005.500000 Penalty: 3065.544189
	Iteration 46Q: 3 clusters Score -580005.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -580006.500000 Penalty: 3065.544189
	Iteration 47Q: 3 clusters Score -580006.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -580008.312500 Penalty: 3065.544189
	Iteration 48Q: 3 clusters Score -580008.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -580008.750000 Penalty: 3065.544189
	Iteration 49Q: 3 clusters Score -580008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -580009.562500 Penalty: 3065.544189
	Iteration 50Q: 3 clusters Score -580009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -580012.250000 Penalty: 3065.544189
	Iteration 51Q: 3 clusters Score -580012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -580012.562500 Penalty: 3065.544189
	Iteration 52Q: 3 clusters Score -580012.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -580013.687500 Penalty: 3065.544189
	Iteration 53Q: 3 clusters Score -580013.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -580017.312500 Penalty: 3065.544189
	Iteration 54Q: 3 clusters Score -580017.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -580018.312500 Penalty: 3065.544189
	Iteration 55Q: 3 clusters Score -580018.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -580021.375000 Penalty: 3065.544189
	Iteration 56Q: 3 clusters Score -580021.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -580024.375000 Penalty: 3065.544189
	Iteration 57Q: 3 clusters Score -580024.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -580025.750000 Penalty: 3065.544189
	Iteration 58Q: 3 clusters Score -580025.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -580027.562500 Penalty: 3065.544189
	Iteration 59Q: 3 clusters Score -580027.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -580030.687500 Penalty: 3065.544189
	Iteration 60F: 3 clusters Score -580030.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -580032.062500 Penalty: 3065.544189
	Iteration 61Q: 3 clusters Score -580032.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -580035.250000 Penalty: 3065.544189
	Iteration 62Q: 3 clusters Score -580035.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -580038.312500 Penalty: 3065.544189
	Iteration 63Q: 3 clusters Score -580038.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -580042.875000 Penalty: 3065.544189
	Iteration 64Q: 3 clusters Score -580042.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -580046.000000 Penalty: 3065.544189
	Iteration 65Q: 3 clusters Score -580046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -580045.875000 Penalty: 3065.544189
	Iteration 66Q: 3 clusters Score -580045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -580047.000000 Penalty: 3065.544189
	Iteration 67Q: 3 clusters Score -580047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -580046.125000 Penalty: 3065.544189
	Iteration 68Q: 3 clusters Score -580046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -580048.687500 Penalty: 3065.544189
	Iteration 69Q: 3 clusters Score -580048.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -580048.687500 Penalty: 3065.544189
	Iteration 70Q: 3 clusters Score -580048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -580048.125000 Penalty: 3065.544189
	Iteration 71Q: 3 clusters Score -580048.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -580048.312500 Penalty: 3065.544189
	Iteration 72Q: 3 clusters Score -580048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -580049.562500 Penalty: 3065.544189
	Iteration 73Q: 3 clusters Score -580049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -580049.000000 Penalty: 3065.544189
	Iteration 74Q: 3 clusters Score -580049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -580049.000000 Penalty: 3065.544189
	Iteration 75F: 3 clusters Score -580049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Entering Unmasked Estep 
Score: -200202.093750 Penalty: 1383.164062
	Iteration 0F: 2 clusters Score -200202.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -196278.171875 Penalty: 2766.328125
	Iteration 0F: 3 clusters Score -196278.2 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -197509.859375 Penalty: 2766.328125
	Iteration 1F: 3 clusters Score -197509.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -197838.390625 Penalty: 2766.328125
	Iteration 2F: 3 clusters Score -197838.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -198063.250000 Penalty: 2766.328125
	Iteration 3F: 3 clusters Score -198063.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -198241.625000 Penalty: 2766.328125
	Iteration 4F: 3 clusters Score -198241.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -198373.406250 Penalty: 2766.328125
	Iteration 5Q: 3 clusters Score -198373.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -198489.718750 Penalty: 2766.328125
	Iteration 6Q: 3 clusters Score -198489.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -198590.203125 Penalty: 2766.328125
	Iteration 7Q: 3 clusters Score -198590.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -198657.437500 Penalty: 2766.328125
	Iteration 8Q: 3 clusters Score -198657.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -198710.937500 Penalty: 2766.328125
	Iteration 9Q: 3 clusters Score -198710.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -198758.140625 Penalty: 2766.328125
	Iteration 10Q: 3 clusters Score -198758.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -198802.296875 Penalty: 2766.328125
	Iteration 11Q: 3 clusters Score -198802.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -198841.906250 Penalty: 2766.328125
	Iteration 12Q: 3 clusters Score -198841.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -198870.359375 Penalty: 2766.328125
	Iteration 13Q: 3 clusters Score -198870.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -198894.000000 Penalty: 2766.328125
	Iteration 14Q: 3 clusters Score -198894 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -198919.656250 Penalty: 2766.328125
	Iteration 15Q: 3 clusters Score -198919.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -198940.453125 Penalty: 2766.328125
	Iteration 16Q: 3 clusters Score -198940.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -198956.578125 Penalty: 2766.328125
	Iteration 17Q: 3 clusters Score -198956.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -198974.640625 Penalty: 2766.328125
	Iteration 18Q: 3 clusters Score -198974.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -198991.937500 Penalty: 2766.328125
	Iteration 19Q: 3 clusters Score -198991.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -199014.093750 Penalty: 2766.328125
	Iteration 20F: 3 clusters Score -199014.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -199035.187500 Penalty: 2766.328125
	Iteration 21Q: 3 clusters Score -199035.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -199057.890625 Penalty: 2766.328125
	Iteration 22Q: 3 clusters Score -199057.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -199085.171875 Penalty: 2766.328125
	Iteration 23Q: 3 clusters Score -199085.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -199111.562500 Penalty: 2766.328125
	Iteration 24Q: 3 clusters Score -199111.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -199136.046875 Penalty: 2766.328125
	Iteration 25Q: 3 clusters Score -199136 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -199151.484375 Penalty: 2766.328125
	Iteration 26Q: 3 clusters Score -199151.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -199171.578125 Penalty: 2766.328125
	Iteration 27Q: 3 clusters Score -199171.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -199185.296875 Penalty: 2766.328125
	Iteration 28Q: 3 clusters Score -199185.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -199194.984375 Penalty: 2766.328125
	Iteration 29Q: 3 clusters Score -199195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -199202.234375 Penalty: 2766.328125
	Iteration 30Q: 3 clusters Score -199202.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -199204.968750 Penalty: 2766.328125
	Iteration 31Q: 3 clusters Score -199205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -199209.140625 Penalty: 2766.328125
	Iteration 32Q: 3 clusters Score -199209.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -199214.296875 Penalty: 2766.328125
	Iteration 33Q: 3 clusters Score -199214.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -199216.859375 Penalty: 2766.328125
	Iteration 34Q: 3 clusters Score -199216.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -199221.515625 Penalty: 2766.328125
	Iteration 35Q: 3 clusters Score -199221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -199222.000000 Penalty: 2766.328125
	Iteration 36Q: 3 clusters Score -199222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -199223.156250 Penalty: 2766.328125
	Iteration 37Q: 3 clusters Score -199223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -199225.234375 Penalty: 2766.328125
	Iteration 38Q: 3 clusters Score -199225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -199230.203125 Penalty: 2766.328125
	Iteration 39Q: 3 clusters Score -199230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -199234.234375 Penalty: 2766.328125
	Iteration 40F: 3 clusters Score -199234.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -199241.562500 Penalty: 2766.328125
	Iteration 41Q: 3 clusters Score -199241.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -199249.359375 Penalty: 2766.328125
	Iteration 42Q: 3 clusters Score -199249.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -199255.671875 Penalty: 2766.328125
	Iteration 43Q: 3 clusters Score -199255.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -199260.046875 Penalty: 2766.328125
	Iteration 44Q: 3 clusters Score -199260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -199262.187500 Penalty: 2766.328125
	Iteration 45Q: 3 clusters Score -199262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -199264.156250 Penalty: 2766.328125
	Iteration 46Q: 3 clusters Score -199264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -199264.937500 Penalty: 2766.328125
	Iteration 47Q: 3 clusters Score -199264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -199268.062500 Penalty: 2766.328125
	Iteration 48Q: 3 clusters Score -199268.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -199273.406250 Penalty: 2766.328125
	Iteration 49Q: 3 clusters Score -199273.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -199279.250000 Penalty: 2766.328125
	Iteration 50Q: 3 clusters Score -199279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -199283.750000 Penalty: 2766.328125
	Iteration 51Q: 3 clusters Score -199283.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -199286.218750 Penalty: 2766.328125
	Iteration 52Q: 3 clusters Score -199286.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -199289.640625 Penalty: 2766.328125
	Iteration 53Q: 3 clusters Score -199289.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -199293.484375 Penalty: 2766.328125
	Iteration 54Q: 3 clusters Score -199293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -199295.546875 Penalty: 2766.328125
	Iteration 55Q: 3 clusters Score -199295.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -199298.375000 Penalty: 2766.328125
	Iteration 56Q: 3 clusters Score -199298.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -199303.968750 Penalty: 2766.328125
	Iteration 57Q: 3 clusters Score -199304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -199308.406250 Penalty: 2766.328125
	Iteration 58Q: 3 clusters Score -199308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -199309.703125 Penalty: 2766.328125
	Iteration 59Q: 3 clusters Score -199309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -199310.328125 Penalty: 2766.328125
	Iteration 60F: 3 clusters Score -199310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -199311.421875 Penalty: 2766.328125
	Iteration 61Q: 3 clusters Score -199311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -199311.687500 Penalty: 2766.328125
	Iteration 62Q: 3 clusters Score -199311.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -199312.281250 Penalty: 2766.328125
	Iteration 63Q: 3 clusters Score -199312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -199312.281250 Penalty: 2766.328125
	Iteration 64F: 3 clusters Score -199312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Entering Unmasked Estep 
Score: -1522488.250000 Penalty: 1674.466431
	Iteration 0F: 2 clusters Score -1522488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -1502282.250000 Penalty: 3348.932861
	Iteration 0F: 3 clusters Score -1502282 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1510214.125000 Penalty: 3348.932861
	Iteration 1F: 3 clusters Score -1510214 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1510870.500000 Penalty: 3348.932861
	Iteration 2F: 3 clusters Score -1510870 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1511784.000000 Penalty: 3348.932861
	Iteration 3F: 3 clusters Score -1511784 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1513072.875000 Penalty: 3348.932861
	Iteration 4F: 3 clusters Score -1513073 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1514879.875000 Penalty: 3348.932861
	Iteration 5F: 3 clusters Score -1514880 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1516867.375000 Penalty: 3348.932861
	Iteration 6F: 3 clusters Score -1516867 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1518173.750000 Penalty: 3348.932861
	Iteration 7F: 3 clusters Score -1518174 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1518655.625000 Penalty: 3348.932861
	Iteration 8Q: 3 clusters Score -1518656 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1518838.625000 Penalty: 3348.932861
	Iteration 9Q: 3 clusters Score -1518839 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1518936.125000 Penalty: 3348.932861
	Iteration 10Q: 3 clusters Score -1518936 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1519011.000000 Penalty: 3348.932861
	Iteration 11Q: 3 clusters Score -1519011 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1519074.875000 Penalty: 3348.932861
	Iteration 12Q: 3 clusters Score -1519075 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1519147.375000 Penalty: 3348.932861
	Iteration 13Q: 3 clusters Score -1519147 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1519211.500000 Penalty: 3348.932861
	Iteration 14Q: 3 clusters Score -1519212 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1519263.625000 Penalty: 3348.932861
	Iteration 15Q: 3 clusters Score -1519264 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1519322.125000 Penalty: 3348.932861
	Iteration 16Q: 3 clusters Score -1519322 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1519373.375000 Penalty: 3348.932861
	Iteration 17Q: 3 clusters Score -1519373 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1519440.750000 Penalty: 3348.932861
	Iteration 18Q: 3 clusters Score -1519441 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1519494.250000 Penalty: 3348.932861
	Iteration 19Q: 3 clusters Score -1519494 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1519557.375000 Penalty: 3348.932861
	Iteration 20F: 3 clusters Score -1519557 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1519602.750000 Penalty: 3348.932861
	Iteration 21Q: 3 clusters Score -1519603 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1519657.125000 Penalty: 3348.932861
	Iteration 22Q: 3 clusters Score -1519657 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1519696.000000 Penalty: 3348.932861
	Iteration 23Q: 3 clusters Score -1519696 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1519743.875000 Penalty: 3348.932861
	Iteration 24Q: 3 clusters Score -1519744 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1519806.375000 Penalty: 3348.932861
	Iteration 25Q: 3 clusters Score -1519806 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1519869.125000 Penalty: 3348.932861
	Iteration 26Q: 3 clusters Score -1519869 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1519912.750000 Penalty: 3348.932861
	Iteration 27Q: 3 clusters Score -1519913 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1519952.000000 Penalty: 3348.932861
	Iteration 28Q: 3 clusters Score -1519952 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1519994.125000 Penalty: 3348.932861
	Iteration 29Q: 3 clusters Score -1519994 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1520028.125000 Penalty: 3348.932861
	Iteration 30Q: 3 clusters Score -1520028 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1520063.750000 Penalty: 3348.932861
	Iteration 31Q: 3 clusters Score -1520064 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1520096.625000 Penalty: 3348.932861
	Iteration 32Q: 3 clusters Score -1520097 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1520128.250000 Penalty: 3348.932861
	Iteration 33Q: 3 clusters Score -1520128 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1520159.875000 Penalty: 3348.932861
	Iteration 34Q: 3 clusters Score -1520160 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1520197.125000 Penalty: 3348.932861
	Iteration 35Q: 3 clusters Score -1520197 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1520240.875000 Penalty: 3348.932861
	Iteration 36Q: 3 clusters Score -1520241 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1520270.625000 Penalty: 3348.932861
	Iteration 37Q: 3 clusters Score -1520271 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1520303.750000 Penalty: 3348.932861
	Iteration 38Q: 3 clusters Score -1520304 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1520328.750000 Penalty: 3348.932861
	Iteration 39Q: 3 clusters Score -1520329 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1520366.750000 Penalty: 3348.932861
	Iteration 40F: 3 clusters Score -1520367 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1520404.000000 Penalty: 3348.932861
	Iteration 41Q: 3 clusters Score -1520404 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1520433.625000 Penalty: 3348.932861
	Iteration 42Q: 3 clusters Score -1520434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1520458.125000 Penalty: 3348.932861
	Iteration 43Q: 3 clusters Score -1520458 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1520477.625000 Penalty: 3348.932861
	Iteration 44Q: 3 clusters Score -1520478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1520491.375000 Penalty: 3348.932861
	Iteration 45Q: 3 clusters Score -1520491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1520506.500000 Penalty: 3348.932861
	Iteration 46Q: 3 clusters Score -1520506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1520518.250000 Penalty: 3348.932861
	Iteration 47Q: 3 clusters Score -1520518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1520529.250000 Penalty: 3348.932861
	Iteration 48Q: 3 clusters Score -1520529 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1520547.000000 Penalty: 3348.932861
	Iteration 49Q: 3 clusters Score -1520547 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1520561.500000 Penalty: 3348.932861
	Iteration 50Q: 3 clusters Score -1520562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1520578.500000 Penalty: 3348.932861
	Iteration 51Q: 3 clusters Score -1520578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1520584.875000 Penalty: 3348.932861
	Iteration 52Q: 3 clusters Score -1520585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1520591.375000 Penalty: 3348.932861
	Iteration 53Q: 3 clusters Score -1520591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1520603.500000 Penalty: 3348.932861
	Iteration 54Q: 3 clusters Score -1520604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1520609.125000 Penalty: 3348.932861
	Iteration 55Q: 3 clusters Score -1520609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1520613.750000 Penalty: 3348.932861
	Iteration 56Q: 3 clusters Score -1520614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1520622.125000 Penalty: 3348.932861
	Iteration 57Q: 3 clusters Score -1520622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1520631.250000 Penalty: 3348.932861
	Iteration 58Q: 3 clusters Score -1520631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1520636.875000 Penalty: 3348.932861
	Iteration 59Q: 3 clusters Score -1520637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1520642.875000 Penalty: 3348.932861
	Iteration 60F: 3 clusters Score -1520643 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1520653.250000 Penalty: 3348.932861
	Iteration 61Q: 3 clusters Score -1520653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1520655.875000 Penalty: 3348.932861
	Iteration 62Q: 3 clusters Score -1520656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1520659.625000 Penalty: 3348.932861
	Iteration 63Q: 3 clusters Score -1520660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1520665.875000 Penalty: 3348.932861
	Iteration 64Q: 3 clusters Score -1520666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1520670.500000 Penalty: 3348.932861
	Iteration 65Q: 3 clusters Score -1520670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1520681.125000 Penalty: 3348.932861
	Iteration 66Q: 3 clusters Score -1520681 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1520682.000000 Penalty: 3348.932861
	Iteration 67Q: 3 clusters Score -1520682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1520691.250000 Penalty: 3348.932861
	Iteration 68Q: 3 clusters Score -1520691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1520698.250000 Penalty: 3348.932861
	Iteration 69Q: 3 clusters Score -1520698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1520704.375000 Penalty: 3348.932861
	Iteration 70Q: 3 clusters Score -1520704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1520704.125000 Penalty: 3348.932861
	Iteration 71Q: 3 clusters Score -1520704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1520715.500000 Penalty: 3348.932861
	Iteration 72Q: 3 clusters Score -1520716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1520723.000000 Penalty: 3348.932861
	Iteration 73Q: 3 clusters Score -1520723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1520728.375000 Penalty: 3348.932861
	Iteration 74Q: 3 clusters Score -1520728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1520728.750000 Penalty: 3348.932861
	Iteration 75Q: 3 clusters Score -1520729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1520731.000000 Penalty: 3348.932861
	Iteration 76Q: 3 clusters Score -1520731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1520732.250000 Penalty: 3348.932861
	Iteration 77Q: 3 clusters Score -1520732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1520741.125000 Penalty: 3348.932861
	Iteration 78Q: 3 clusters Score -1520741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1520742.750000 Penalty: 3348.932861
	Iteration 79Q: 3 clusters Score -1520743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1520750.875000 Penalty: 3348.932861
	Iteration 80F: 3 clusters Score -1520751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1520753.250000 Penalty: 3348.932861
	Iteration 81Q: 3 clusters Score -1520753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1520757.875000 Penalty: 3348.932861
	Iteration 82Q: 3 clusters Score -1520758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1520766.750000 Penalty: 3348.932861
	Iteration 83Q: 3 clusters Score -1520767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1520767.125000 Penalty: 3348.932861
	Iteration 84Q: 3 clusters Score -1520767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1520773.750000 Penalty: 3348.932861
	Iteration 85Q: 3 clusters Score -1520774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1520779.250000 Penalty: 3348.932861
	Iteration 86Q: 3 clusters Score -1520779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1520785.000000 Penalty: 3348.932861
	Iteration 87Q: 3 clusters Score -1520785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1520789.875000 Penalty: 3348.932861
	Iteration 88Q: 3 clusters Score -1520790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1520793.125000 Penalty: 3348.932861
	Iteration 89Q: 3 clusters Score -1520793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1520801.875000 Penalty: 3348.932861
	Iteration 90Q: 3 clusters Score -1520802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1520811.375000 Penalty: 3348.932861
	Iteration 91Q: 3 clusters Score -1520811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1520810.250000 Penalty: 3348.932861
	Iteration 92Q: 3 clusters Score -1520810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1520819.125000 Penalty: 3348.932861
	Iteration 93Q: 3 clusters Score -1520819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1520822.625000 Penalty: 3348.932861
	Iteration 94Q: 3 clusters Score -1520823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1520827.250000 Penalty: 3348.932861
	Iteration 95Q: 3 clusters Score -1520827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1520831.375000 Penalty: 3348.932861
	Iteration 96Q: 3 clusters Score -1520831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1520840.375000 Penalty: 3348.932861
	Iteration 97Q: 3 clusters Score -1520840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1520845.875000 Penalty: 3348.932861
	Iteration 98Q: 3 clusters Score -1520846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1520852.875000 Penalty: 3348.932861
	Iteration 99Q: 3 clusters Score -1520853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1520860.625000 Penalty: 3348.932861
	Iteration 100F: 3 clusters Score -1520861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1520866.000000 Penalty: 3348.932861
	Iteration 101Q: 3 clusters Score -1520866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1520874.250000 Penalty: 3348.932861
	Iteration 102Q: 3 clusters Score -1520874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1520877.250000 Penalty: 3348.932861
	Iteration 103Q: 3 clusters Score -1520877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1520880.250000 Penalty: 3348.932861
	Iteration 104Q: 3 clusters Score -1520880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1520880.500000 Penalty: 3348.932861
	Iteration 105Q: 3 clusters Score -1520880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1520886.125000 Penalty: 3348.932861
	Iteration 106Q: 3 clusters Score -1520886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1520890.625000 Penalty: 3348.932861
	Iteration 107Q: 3 clusters Score -1520891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1520888.500000 Penalty: 3348.932861
	Iteration 108Q: 3 clusters Score -1520888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1520894.500000 Penalty: 3348.932861
	Iteration 109Q: 3 clusters Score -1520894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1520899.000000 Penalty: 3348.932861
	Iteration 110Q: 3 clusters Score -1520899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1520900.375000 Penalty: 3348.932861
	Iteration 111Q: 3 clusters Score -1520900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1520906.750000 Penalty: 3348.932861
	Iteration 112Q: 3 clusters Score -1520907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1520906.625000 Penalty: 3348.932861
	Iteration 113Q: 3 clusters Score -1520907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1520911.000000 Penalty: 3348.932861
	Iteration 114Q: 3 clusters Score -1520911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1520914.750000 Penalty: 3348.932861
	Iteration 115Q: 3 clusters Score -1520915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1520917.125000 Penalty: 3348.932861
	Iteration 116Q: 3 clusters Score -1520917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1520917.875000 Penalty: 3348.932861
	Iteration 117Q: 3 clusters Score -1520918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1520918.750000 Penalty: 3348.932861
	Iteration 118Q: 3 clusters Score -1520919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1520920.125000 Penalty: 3348.932861
	Iteration 119Q: 3 clusters Score -1520920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1520926.875000 Penalty: 3348.932861
	Iteration 120F: 3 clusters Score -1520927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1520927.500000 Penalty: 3348.932861
	Iteration 121Q: 3 clusters Score -1520928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1520929.375000 Penalty: 3348.932861
	Iteration 122Q: 3 clusters Score -1520929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1520931.250000 Penalty: 3348.932861
	Iteration 123Q: 3 clusters Score -1520931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1520933.875000 Penalty: 3348.932861
	Iteration 124Q: 3 clusters Score -1520934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1520933.500000 Penalty: 3348.932861
	Iteration 125Q: 3 clusters Score -1520934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1520934.500000 Penalty: 3348.932861
	Iteration 126Q: 3 clusters Score -1520934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1520932.625000 Penalty: 3348.932861
	Iteration 127Q: 3 clusters Score -1520933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1520934.125000 Penalty: 3348.932861
	Iteration 128Q: 3 clusters Score -1520934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1520937.000000 Penalty: 3348.932861
	Iteration 129Q: 3 clusters Score -1520937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1520937.000000 Penalty: 3348.932861
	Iteration 130F: 3 clusters Score -1520937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 17661 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9827 members 
Mstep: Class 7 contains 12748 members 
Mstep: Class 8 contains 322777 members 
Mstep: Class 9 contains 95110 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1417 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26853 members 
Mstep: Class 16 contains 2543 members 
Mstep: Class 17 contains 3412 members 
Mstep: Class 18 contains 12487 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 29864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196896.000000 Penalty: 43161.070312
Iteration 239Q: 21 clusters Score -2.81969e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 11994 members 
Mstep: Class 3 contains 17660 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9829 members 
Mstep: Class 7 contains 12744 members 
Mstep: Class 8 contains 322813 members 
Mstep: Class 9 contains 95091 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26838 members 
Mstep: Class 16 contains 2542 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 12495 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 29865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196890.000000 Penalty: 43161.070312
Iteration 240F: 21 clusters Score -2.819689e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 11991 members 
Mstep: Class 3 contains 17653 members 
Mstep: Class 4 contains 8890 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9830 members 
Mstep: Class 7 contains 12736 members 
Mstep: Class 8 contains 322858 members 
Mstep: Class 9 contains 95079 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26821 members 
Mstep: Class 16 contains 2540 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 12496 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 29870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196894.000000 Penalty: 43161.070312
Iteration 241Q: 21 clusters Score -2.819689e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 11994 members 
Mstep: Class 3 contains 17653 members 
Mstep: Class 4 contains 8888 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9830 members 
Mstep: Class 7 contains 12732 members 
Mstep: Class 8 contains 322888 members 
Mstep: Class 9 contains 95068 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26800 members 
Mstep: Class 16 contains 2539 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 12496 members 
Mstep: Class 19 contains 4973 members 
Mstep: Class 20 contains 29881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196878.000000 Penalty: 43161.070312
Iteration 242Q: 21 clusters Score -2.819688e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 17652 members 
Mstep: Class 4 contains 8884 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9832 members 
Mstep: Class 7 contains 12730 members 
Mstep: Class 8 contains 322919 members 
Mstep: Class 9 contains 95057 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26784 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 12496 members 
Mstep: Class 19 contains 4974 members 
Mstep: Class 20 contains 29888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196902.000000 Penalty: 43161.070312
Iteration 243Q: 21 clusters Score -2.81969e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 17651 members 
Mstep: Class 4 contains 8878 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 12728 members 
Mstep: Class 8 contains 322944 members 
Mstep: Class 9 contains 95046 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26772 members 
Mstep: Class 16 contains 2535 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 12496 members 
Mstep: Class 19 contains 4972 members 
Mstep: Class 20 contains 29897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196910.000000 Penalty: 43161.070312
Iteration 244Q: 21 clusters Score -2.819691e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 11994 members 
Mstep: Class 3 contains 17649 members 
Mstep: Class 4 contains 8874 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 12729 members 
Mstep: Class 8 contains 322969 members 
Mstep: Class 9 contains 95032 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26765 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 12497 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 29906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196940.000000 Penalty: 43161.070312
Iteration 245Q: 21 clusters Score -2.819694e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 17647 members 
Mstep: Class 4 contains 8874 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 12733 members 
Mstep: Class 8 contains 322994 members 
Mstep: Class 9 contains 95010 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26753 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 12498 members 
Mstep: Class 19 contains 4967 members 
Mstep: Class 20 contains 29915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196926.000000 Penalty: 43161.070312
Iteration 246Q: 21 clusters Score -2.819693e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 17639 members 
Mstep: Class 4 contains 8875 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 12736 members 
Mstep: Class 8 contains 323025 members 
Mstep: Class 9 contains 94992 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26732 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 12499 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 20 contains 29927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196886.000000 Penalty: 43161.070312
Iteration 247Q: 21 clusters Score -2.819689e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 11994 members 
Mstep: Class 3 contains 17631 members 
Mstep: Class 4 contains 8872 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 323048 members 
Mstep: Class 9 contains 94979 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26721 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 12503 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 29935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196902.000000 Penalty: 43161.070312
Iteration 248Q: 21 clusters Score -2.81969e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 17617 members 
Mstep: Class 4 contains 8875 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 12740 members 
Mstep: Class 8 contains 323085 members 
Mstep: Class 9 contains 94955 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2677 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26707 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 12512 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 29938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196938.000000 Penalty: 43161.070312
Iteration 249Q: 21 clusters Score -2.819694e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 17606 members 
Mstep: Class 4 contains 8879 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 323129 members 
Mstep: Class 9 contains 94942 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26681 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 3407 members 
Mstep: Class 18 contains 12516 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 29942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196924.000000 Penalty: 43161.070312
Iteration 250Q: 21 clusters Score -2.819692e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 17599 members 
Mstep: Class 4 contains 8882 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 12732 members 
Mstep: Class 8 contains 323173 members 
Mstep: Class 9 contains 94923 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26654 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 3406 members 
Mstep: Class 18 contains 12518 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 29949 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 251Q: 21 clusters Score -2.819697e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 17593 members 
Mstep: Class 4 contains 8882 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 12728 members 
Mstep: Class 8 contains 323230 members 
Mstep: Class 9 contains 94910 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26618 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 3405 members 
Mstep: Class 18 contains 12518 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 29955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196948.000000 Penalty: 43161.070312
Iteration 252Q: 21 clusters Score -2.819695e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 11995 members 
Mstep: Class 3 contains 17589 members 
Mstep: Class 4 contains 8883 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 12727 members 
Mstep: Class 8 contains 323283 members 
Mstep: Class 9 contains 94898 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26574 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 12518 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 29963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196956.000000 Penalty: 43161.070312
Iteration 253Q: 21 clusters Score -2.819696e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 17585 members 
Mstep: Class 4 contains 8884 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 12727 members 
Mstep: Class 8 contains 323337 members 
Mstep: Class 9 contains 94887 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26533 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 12519 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 29966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196950.000000 Penalty: 43161.070312
Iteration 254Q: 21 clusters Score -2.819695e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 17582 members 
Mstep: Class 4 contains 8882 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9836 members 
Mstep: Class 7 contains 12725 members 
Mstep: Class 8 contains 323386 members 
Mstep: Class 9 contains 94871 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26501 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 12520 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 29970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196920.000000 Penalty: 43161.070312
Iteration 255Q: 21 clusters Score -2.819692e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 11992 members 
Mstep: Class 3 contains 17577 members 
Mstep: Class 4 contains 8883 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 12725 members 
Mstep: Class 8 contains 323428 members 
Mstep: Class 9 contains 94861 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26469 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 12521 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 29975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196862.000000 Penalty: 43161.070312
Iteration 256Q: 21 clusters Score -2.819686e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 11993 members 
Mstep: Class 3 contains 17574 members 
Mstep: Class 4 contains 8886 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 12725 members 
Mstep: Class 8 contains 323483 members 
Mstep: Class 9 contains 94839 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26431 members 
Mstep: Class 16 contains 2532 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 12523 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 29976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196916.000000 Penalty: 43161.070312
Iteration 257Q: 21 clusters Score -2.819692e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 11991 members 
Mstep: Class 3 contains 17572 members 
Mstep: Class 4 contains 8886 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 12726 members 
Mstep: Class 8 contains 323549 members 
Mstep: Class 9 contains 94815 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1415 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26392 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 12522 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 29981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196902.000000 Penalty: 43161.070312
Iteration 258Q: 21 clusters Score -2.81969e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 11988 members 
Mstep: Class 3 contains 17570 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9837 members 
Mstep: Class 7 contains 12725 members 
Mstep: Class 8 contains 323603 members 
Mstep: Class 9 contains 94802 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26358 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 12525 members 
Mstep: Class 19 contains 4961 members 
Mstep: Class 20 contains 29982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196908.000000 Penalty: 43161.070312
Iteration 259Q: 21 clusters Score -2.819691e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 17568 members 
Mstep: Class 4 contains 8888 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9838 members 
Mstep: Class 7 contains 12720 members 
Mstep: Class 8 contains 323660 members 
Mstep: Class 9 contains 94780 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26329 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 12527 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 29985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196896.000000 Penalty: 43161.070312
Iteration 260F: 21 clusters Score -2.81969e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 11984 members 
Mstep: Class 3 contains 17563 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9838 members 
Mstep: Class 7 contains 12715 members 
Mstep: Class 8 contains 323720 members 
Mstep: Class 9 contains 94762 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26298 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 3403 members 
Mstep: Class 18 contains 12528 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 29988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196910.000000 Penalty: 43161.070312
Iteration 261Q: 21 clusters Score -2.819691e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 11982 members 
Mstep: Class 3 contains 17562 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9841 members 
Mstep: Class 7 contains 12714 members 
Mstep: Class 8 contains 323769 members 
Mstep: Class 9 contains 94746 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26267 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12527 members 
Mstep: Class 19 contains 4961 members 
Mstep: Class 20 contains 29989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196896.000000 Penalty: 43161.070312
Iteration 262Q: 21 clusters Score -2.81969e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17561 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9842 members 
Mstep: Class 7 contains 12713 members 
Mstep: Class 8 contains 323822 members 
Mstep: Class 9 contains 94729 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26234 members 
Mstep: Class 16 contains 2530 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12527 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 29989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196914.000000 Penalty: 43161.070312
Iteration 263Q: 21 clusters Score -2.819691e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17560 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9844 members 
Mstep: Class 7 contains 12711 members 
Mstep: Class 8 contains 323886 members 
Mstep: Class 9 contains 94705 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26195 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12527 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 29989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196950.000000 Penalty: 43161.070312
Iteration 264Q: 21 clusters Score -2.819695e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17558 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 12709 members 
Mstep: Class 8 contains 323947 members 
Mstep: Class 9 contains 94683 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26157 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12527 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 29989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196936.000000 Penalty: 43161.070312
Iteration 265Q: 21 clusters Score -2.819694e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17557 members 
Mstep: Class 4 contains 8891 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 12702 members 
Mstep: Class 8 contains 324009 members 
Mstep: Class 9 contains 94661 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26120 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12528 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 29990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196904.000000 Penalty: 43161.070312
Iteration 266Q: 21 clusters Score -2.81969e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17556 members 
Mstep: Class 4 contains 8893 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 12696 members 
Mstep: Class 8 contains 324060 members 
Mstep: Class 9 contains 94647 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26085 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12530 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 29992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196894.000000 Penalty: 43161.070312
Iteration 267Q: 21 clusters Score -2.819689e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17555 members 
Mstep: Class 4 contains 8894 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9846 members 
Mstep: Class 7 contains 12691 members 
Mstep: Class 8 contains 324113 members 
Mstep: Class 9 contains 94631 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26049 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12532 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 29993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196916.000000 Penalty: 43161.070312
Iteration 268Q: 21 clusters Score -2.819692e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 17555 members 
Mstep: Class 4 contains 8894 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9847 members 
Mstep: Class 7 contains 12685 members 
Mstep: Class 8 contains 324168 members 
Mstep: Class 9 contains 94616 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2688 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 26019 members 
Mstep: Class 16 contains 2528 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12533 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 29993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196918.000000 Penalty: 43161.070312
Iteration 269Q: 21 clusters Score -2.819692e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17554 members 
Mstep: Class 4 contains 8895 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9847 members 
Mstep: Class 7 contains 12684 members 
Mstep: Class 8 contains 324224 members 
Mstep: Class 9 contains 94593 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25985 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12534 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 29993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196972.000000 Penalty: 43161.070312
Iteration 270Q: 21 clusters Score -2.819697e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17554 members 
Mstep: Class 4 contains 8897 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9847 members 
Mstep: Class 7 contains 12683 members 
Mstep: Class 8 contains 324290 members 
Mstep: Class 9 contains 94573 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25942 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12534 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 29992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196964.000000 Penalty: 43161.070312
Iteration 271Q: 21 clusters Score -2.819696e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 17550 members 
Mstep: Class 4 contains 8905 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 12682 members 
Mstep: Class 8 contains 324347 members 
Mstep: Class 9 contains 94561 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25899 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12534 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 29994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196968.000000 Penalty: 43161.070312
Iteration 272Q: 21 clusters Score -2.819697e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 8908 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 12680 members 
Mstep: Class 8 contains 324415 members 
Mstep: Class 9 contains 94553 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25844 members 
Mstep: Class 16 contains 2517 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12535 members 
Mstep: Class 19 contains 4967 members 
Mstep: Class 20 contains 29995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196952.000000 Penalty: 43161.070312
Iteration 273Q: 21 clusters Score -2.819695e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17544 members 
Mstep: Class 4 contains 8910 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 12681 members 
Mstep: Class 8 contains 324495 members 
Mstep: Class 9 contains 94534 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25783 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12535 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 29999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196956.000000 Penalty: 43161.070312
Iteration 274Q: 21 clusters Score -2.819696e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 17538 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 12681 members 
Mstep: Class 8 contains 324574 members 
Mstep: Class 9 contains 94517 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25730 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12535 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 29998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196974.000000 Penalty: 43161.070312
Iteration 275Q: 21 clusters Score -2.819697e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 17537 members 
Mstep: Class 4 contains 8917 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 12677 members 
Mstep: Class 8 contains 324657 members 
Mstep: Class 9 contains 94498 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25671 members 
Mstep: Class 16 contains 2517 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12536 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 30001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196976.000000 Penalty: 43161.070312
Iteration 276Q: 21 clusters Score -2.819698e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 17533 members 
Mstep: Class 4 contains 8924 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 12673 members 
Mstep: Class 8 contains 324718 members 
Mstep: Class 9 contains 94485 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25630 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12535 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 30002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196932.000000 Penalty: 43161.070312
Iteration 277Q: 21 clusters Score -2.819693e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 17529 members 
Mstep: Class 4 contains 8935 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 12671 members 
Mstep: Class 8 contains 324788 members 
Mstep: Class 9 contains 94469 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25584 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12535 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 29999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196938.000000 Penalty: 43161.070312
Iteration 278Q: 21 clusters Score -2.819694e+07 nChanged 117
Entering ConstructFrom: 
Score: -28196938.000000 Penalty: 43161.070312
Entering ConstructFrom: 
Trying to split cluster 1 (16907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Entering Unmasked Estep 
Score: -858235.812500 Penalty: 1582.015991
	Iteration 0F: 2 clusters Score -858235.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -846637.687500 Penalty: 3164.031982
	Iteration 0F: 3 clusters Score -846637.7 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -850661.562500 Penalty: 3164.031982
	Iteration 1F: 3 clusters Score -850661.6 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -850977.437500 Penalty: 3164.031982
	Iteration 2F: 3 clusters Score -850977.4 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -851262.437500 Penalty: 3164.031982
	Iteration 3Q: 3 clusters Score -851262.4 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -851540.750000 Penalty: 3164.031982
	Iteration 4Q: 3 clusters Score -851540.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -851884.750000 Penalty: 3164.031982
	Iteration 5Q: 3 clusters Score -851884.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -852351.125000 Penalty: 3164.031982
	Iteration 6F: 3 clusters Score -852351.1 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -852969.250000 Penalty: 3164.031982
	Iteration 7F: 3 clusters Score -852969.2 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -853717.062500 Penalty: 3164.031982
	Iteration 8F: 3 clusters Score -853717.1 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -854561.000000 Penalty: 3164.031982
	Iteration 9F: 3 clusters Score -854561 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -855366.500000 Penalty: 3164.031982
	Iteration 10F: 3 clusters Score -855366.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -855918.562500 Penalty: 3164.031982
	Iteration 11Q: 3 clusters Score -855918.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -856277.000000 Penalty: 3164.031982
	Iteration 12Q: 3 clusters Score -856277 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -856500.312500 Penalty: 3164.031982
	Iteration 13Q: 3 clusters Score -856500.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -856633.750000 Penalty: 3164.031982
	Iteration 14Q: 3 clusters Score -856633.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -856708.125000 Penalty: 3164.031982
	Iteration 15Q: 3 clusters Score -856708.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -856774.062500 Penalty: 3164.031982
	Iteration 16Q: 3 clusters Score -856774.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -856824.000000 Penalty: 3164.031982
	Iteration 17Q: 3 clusters Score -856824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -856856.000000 Penalty: 3164.031982
	Iteration 18Q: 3 clusters Score -856856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -856883.625000 Penalty: 3164.031982
	Iteration 19Q: 3 clusters Score -856883.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -856897.500000 Penalty: 3164.031982
	Iteration 20F: 3 clusters Score -856897.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -856910.187500 Penalty: 3164.031982
	Iteration 21Q: 3 clusters Score -856910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -856918.812500 Penalty: 3164.031982
	Iteration 22Q: 3 clusters Score -856918.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -856924.875000 Penalty: 3164.031982
	Iteration 23Q: 3 clusters Score -856924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -856933.250000 Penalty: 3164.031982
	Iteration 24Q: 3 clusters Score -856933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -856935.500000 Penalty: 3164.031982
	Iteration 25Q: 3 clusters Score -856935.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -856937.437500 Penalty: 3164.031982
	Iteration 26Q: 3 clusters Score -856937.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -856938.375000 Penalty: 3164.031982
	Iteration 27Q: 3 clusters Score -856938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -856939.250000 Penalty: 3164.031982
	Iteration 28Q: 3 clusters Score -856939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -856941.500000 Penalty: 3164.031982
	Iteration 29Q: 3 clusters Score -856941.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -856941.500000 Penalty: 3164.031982
	Iteration 30F: 3 clusters Score -856941.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Entering Unmasked Estep 
Score: -606555.937500 Penalty: 1525.955200
	Iteration 0F: 2 clusters Score -606555.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -598050.062500 Penalty: 3051.910400
	Iteration 0F: 3 clusters Score -598050.1 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -601002.937500 Penalty: 3051.910400
	Iteration 1F: 3 clusters Score -601002.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -601264.562500 Penalty: 3051.910400
	Iteration 2F: 3 clusters Score -601264.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -601481.125000 Penalty: 3051.910400
	Iteration 3Q: 3 clusters Score -601481.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -601714.000000 Penalty: 3051.910400
	Iteration 4Q: 3 clusters Score -601714 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -601984.000000 Penalty: 3051.910400
	Iteration 5Q: 3 clusters Score -601984 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -602325.812500 Penalty: 3051.910400
	Iteration 6F: 3 clusters Score -602325.8 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -602722.250000 Penalty: 3051.910400
	Iteration 7F: 3 clusters Score -602722.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -603148.000000 Penalty: 3051.910400
	Iteration 8F: 3 clusters Score -603148 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -603602.125000 Penalty: 3051.910400
	Iteration 9F: 3 clusters Score -603602.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -604082.562500 Penalty: 3051.910400
	Iteration 10Q: 3 clusters Score -604082.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -604349.250000 Penalty: 3051.910400
	Iteration 11Q: 3 clusters Score -604349.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -604495.312500 Penalty: 3051.910400
	Iteration 12Q: 3 clusters Score -604495.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -604583.937500 Penalty: 3051.910400
	Iteration 13Q: 3 clusters Score -604583.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -604637.875000 Penalty: 3051.910400
	Iteration 14Q: 3 clusters Score -604637.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -604679.312500 Penalty: 3051.910400
	Iteration 15Q: 3 clusters Score -604679.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -604711.375000 Penalty: 3051.910400
	Iteration 16Q: 3 clusters Score -604711.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -604744.375000 Penalty: 3051.910400
	Iteration 17Q: 3 clusters Score -604744.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -604777.937500 Penalty: 3051.910400
	Iteration 18Q: 3 clusters Score -604777.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -604810.375000 Penalty: 3051.910400
	Iteration 19Q: 3 clusters Score -604810.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -604831.562500 Penalty: 3051.910400
	Iteration 20F: 3 clusters Score -604831.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -604852.750000 Penalty: 3051.910400
	Iteration 21Q: 3 clusters Score -604852.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -604879.125000 Penalty: 3051.910400
	Iteration 22Q: 3 clusters Score -604879.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -604901.562500 Penalty: 3051.910400
	Iteration 23Q: 3 clusters Score -604901.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -604915.062500 Penalty: 3051.910400
	Iteration 24Q: 3 clusters Score -604915.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -604927.562500 Penalty: 3051.910400
	Iteration 25Q: 3 clusters Score -604927.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -604937.062500 Penalty: 3051.910400
	Iteration 26Q: 3 clusters Score -604937.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -604948.000000 Penalty: 3051.910400
	Iteration 27Q: 3 clusters Score -604948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -604957.437500 Penalty: 3051.910400
	Iteration 28Q: 3 clusters Score -604957.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -604964.625000 Penalty: 3051.910400
	Iteration 29Q: 3 clusters Score -604964.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -604972.125000 Penalty: 3051.910400
	Iteration 30Q: 3 clusters Score -604972.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -604978.500000 Penalty: 3051.910400
	Iteration 31Q: 3 clusters Score -604978.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -604985.750000 Penalty: 3051.910400
	Iteration 32Q: 3 clusters Score -604985.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -604991.875000 Penalty: 3051.910400
	Iteration 33Q: 3 clusters Score -604991.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -605000.000000 Penalty: 3051.910400
	Iteration 34Q: 3 clusters Score -605000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -605008.062500 Penalty: 3051.910400
	Iteration 35Q: 3 clusters Score -605008.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -605016.312500 Penalty: 3051.910400
	Iteration 36Q: 3 clusters Score -605016.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -605022.687500 Penalty: 3051.910400
	Iteration 37Q: 3 clusters Score -605022.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -605027.437500 Penalty: 3051.910400
	Iteration 38Q: 3 clusters Score -605027.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -605033.625000 Penalty: 3051.910400
	Iteration 39Q: 3 clusters Score -605033.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -605040.500000 Penalty: 3051.910400
	Iteration 40F: 3 clusters Score -605040.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -605043.312500 Penalty: 3051.910400
	Iteration 41Q: 3 clusters Score -605043.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -605048.687500 Penalty: 3051.910400
	Iteration 42Q: 3 clusters Score -605048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -605047.375000 Penalty: 3051.910400
	Iteration 43Q: 3 clusters Score -605047.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -605051.875000 Penalty: 3051.910400
	Iteration 44Q: 3 clusters Score -605051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -605054.812500 Penalty: 3051.910400
	Iteration 45Q: 3 clusters Score -605054.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -605060.250000 Penalty: 3051.910400
	Iteration 46Q: 3 clusters Score -605060.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -605062.812500 Penalty: 3051.910400
	Iteration 47Q: 3 clusters Score -605062.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -605069.500000 Penalty: 3051.910400
	Iteration 48Q: 3 clusters Score -605069.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -605074.375000 Penalty: 3051.910400
	Iteration 49Q: 3 clusters Score -605074.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -605076.562500 Penalty: 3051.910400
	Iteration 50Q: 3 clusters Score -605076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -605079.500000 Penalty: 3051.910400
	Iteration 51Q: 3 clusters Score -605079.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -605082.750000 Penalty: 3051.910400
	Iteration 52Q: 3 clusters Score -605082.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -605086.375000 Penalty: 3051.910400
	Iteration 53Q: 3 clusters Score -605086.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -605092.812500 Penalty: 3051.910400
	Iteration 54Q: 3 clusters Score -605092.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -605097.250000 Penalty: 3051.910400
	Iteration 55Q: 3 clusters Score -605097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -605098.312500 Penalty: 3051.910400
	Iteration 56Q: 3 clusters Score -605098.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -605102.562500 Penalty: 3051.910400
	Iteration 57Q: 3 clusters Score -605102.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -605102.000000 Penalty: 3051.910400
	Iteration 58Q: 3 clusters Score -605102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -605102.187500 Penalty: 3051.910400
	Iteration 59Q: 3 clusters Score -605102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -605101.687500 Penalty: 3051.910400
	Iteration 60F: 3 clusters Score -605101.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -605101.500000 Penalty: 3051.910400
	Iteration 61Q: 3 clusters Score -605101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -605102.750000 Penalty: 3051.910400
	Iteration 62Q: 3 clusters Score -605102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -605102.625000 Penalty: 3051.910400
	Iteration 63Q: 3 clusters Score -605102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -605104.687500 Penalty: 3051.910400
	Iteration 64Q: 3 clusters Score -605104.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -605104.000000 Penalty: 3051.910400
	Iteration 65Q: 3 clusters Score -605104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -605105.000000 Penalty: 3051.910400
	Iteration 66Q: 3 clusters Score -605105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -605106.562500 Penalty: 3051.910400
	Iteration 67Q: 3 clusters Score -605106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -605106.625000 Penalty: 3051.910400
	Iteration 68Q: 3 clusters Score -605106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -605105.750000 Penalty: 3051.910400
	Iteration 69Q: 3 clusters Score -605105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -605105.875000 Penalty: 3051.910400
	Iteration 70Q: 3 clusters Score -605105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -605107.375000 Penalty: 3051.910400
	Iteration 71Q: 3 clusters Score -605107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -605107.375000 Penalty: 3051.910400
	Iteration 72F: 3 clusters Score -605107.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Entering Unmasked Estep 
Score: -853492.125000 Penalty: 1587.831299
	Iteration 0F: 2 clusters Score -853492.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -841509.375000 Penalty: 3175.662598
	Iteration 0F: 3 clusters Score -841509.4 nChanged 7867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -845882.312500 Penalty: 3175.662598
	Iteration 1F: 3 clusters Score -845882.3 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -846384.062500 Penalty: 3175.662598
	Iteration 2F: 3 clusters Score -846384.1 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -846939.187500 Penalty: 3175.662598
	Iteration 3F: 3 clusters Score -846939.2 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -847545.625000 Penalty: 3175.662598
	Iteration 4F: 3 clusters Score -847545.6 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -848110.062500 Penalty: 3175.662598
	Iteration 5F: 3 clusters Score -848110.1 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -848651.875000 Penalty: 3175.662598
	Iteration 6F: 3 clusters Score -848651.9 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -849144.500000 Penalty: 3175.662598
	Iteration 7F: 3 clusters Score -849144.5 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -849575.125000 Penalty: 3175.662598
	Iteration 8Q: 3 clusters Score -849575.1 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -849967.375000 Penalty: 3175.662598
	Iteration 9Q: 3 clusters Score -849967.4 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -850404.625000 Penalty: 3175.662598
	Iteration 10Q: 3 clusters Score -850404.6 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -850885.875000 Penalty: 3175.662598
	Iteration 11Q: 3 clusters Score -850885.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -851327.437500 Penalty: 3175.662598
	Iteration 12Q: 3 clusters Score -851327.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -851703.000000 Penalty: 3175.662598
	Iteration 13Q: 3 clusters Score -851703 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -851976.375000 Penalty: 3175.662598
	Iteration 14Q: 3 clusters Score -851976.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -852123.437500 Penalty: 3175.662598
	Iteration 15Q: 3 clusters Score -852123.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -852224.625000 Penalty: 3175.662598
	Iteration 16Q: 3 clusters Score -852224.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -852305.750000 Penalty: 3175.662598
	Iteration 17Q: 3 clusters Score -852305.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -852380.062500 Penalty: 3175.662598
	Iteration 18Q: 3 clusters Score -852380.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -852469.375000 Penalty: 3175.662598
	Iteration 19Q: 3 clusters Score -852469.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -852576.000000 Penalty: 3175.662598
	Iteration 20F: 3 clusters Score -852576 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -852671.437500 Penalty: 3175.662598
	Iteration 21Q: 3 clusters Score -852671.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -852729.500000 Penalty: 3175.662598
	Iteration 22Q: 3 clusters Score -852729.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -852771.250000 Penalty: 3175.662598
	Iteration 23Q: 3 clusters Score -852771.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -852797.875000 Penalty: 3175.662598
	Iteration 24Q: 3 clusters Score -852797.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -852825.125000 Penalty: 3175.662598
	Iteration 25Q: 3 clusters Score -852825.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -852839.937500 Penalty: 3175.662598
	Iteration 26Q: 3 clusters Score -852839.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -852846.625000 Penalty: 3175.662598
	Iteration 27Q: 3 clusters Score -852846.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -852856.687500 Penalty: 3175.662598
	Iteration 28Q: 3 clusters Score -852856.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -852867.125000 Penalty: 3175.662598
	Iteration 29Q: 3 clusters Score -852867.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -852871.500000 Penalty: 3175.662598
	Iteration 30Q: 3 clusters Score -852871.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -852874.937500 Penalty: 3175.662598
	Iteration 31Q: 3 clusters Score -852874.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -852878.937500 Penalty: 3175.662598
	Iteration 32Q: 3 clusters Score -852878.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -852884.062500 Penalty: 3175.662598
	Iteration 33Q: 3 clusters Score -852884.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -852888.312500 Penalty: 3175.662598
	Iteration 34Q: 3 clusters Score -852888.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -852893.562500 Penalty: 3175.662598
	Iteration 35Q: 3 clusters Score -852893.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -852899.062500 Penalty: 3175.662598
	Iteration 36Q: 3 clusters Score -852899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -852900.000000 Penalty: 3175.662598
	Iteration 37Q: 3 clusters Score -852900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -852900.375000 Penalty: 3175.662598
	Iteration 38Q: 3 clusters Score -852900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -852900.437500 Penalty: 3175.662598
	Iteration 39Q: 3 clusters Score -852900.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -852898.937500 Penalty: 3175.662598
	Iteration 40F: 3 clusters Score -852898.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -852900.000000 Penalty: 3175.662598
	Iteration 41Q: 3 clusters Score -852900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -852900.937500 Penalty: 3175.662598
	Iteration 42Q: 3 clusters Score -852900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -852900.500000 Penalty: 3175.662598
	Iteration 43Q: 3 clusters Score -852900.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -852899.375000 Penalty: 3175.662598
	Iteration 44Q: 3 clusters Score -852899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -852899.687500 Penalty: 3175.662598
	Iteration 45Q: 3 clusters Score -852899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -852900.375000 Penalty: 3175.662598
	Iteration 46Q: 3 clusters Score -852900.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -852901.437500 Penalty: 3175.662598
	Iteration 47Q: 3 clusters Score -852901.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -852903.125000 Penalty: 3175.662598
	Iteration 48Q: 3 clusters Score -852903.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -852902.437500 Penalty: 3175.662598
	Iteration 49Q: 3 clusters Score -852902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -852902.937500 Penalty: 3175.662598
	Iteration 50Q: 3 clusters Score -852902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -852903.375000 Penalty: 3175.662598
	Iteration 51Q: 3 clusters Score -852903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -852903.875000 Penalty: 3175.662598
	Iteration 52Q: 3 clusters Score -852903.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -852903.875000 Penalty: 3175.662598
	Iteration 53F: 3 clusters Score -852903.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Entering Unmasked Estep 
Score: -434123.500000 Penalty: 1478.581299
	Iteration 0F: 2 clusters Score -434123.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -427665.843750 Penalty: 2957.162598
	Iteration 0F: 3 clusters Score -427665.8 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -429662.718750 Penalty: 2957.162598
	Iteration 1F: 3 clusters Score -429662.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -429903.031250 Penalty: 2957.162598
	Iteration 2F: 3 clusters Score -429903 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -430077.812500 Penalty: 2957.162598
	Iteration 3F: 3 clusters Score -430077.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -430204.687500 Penalty: 2957.162598
	Iteration 4Q: 3 clusters Score -430204.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -430337.468750 Penalty: 2957.162598
	Iteration 5Q: 3 clusters Score -430337.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -430466.218750 Penalty: 2957.162598
	Iteration 6Q: 3 clusters Score -430466.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -430638.000000 Penalty: 2957.162598
	Iteration 7Q: 3 clusters Score -430638 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -430837.156250 Penalty: 2957.162598
	Iteration 8Q: 3 clusters Score -430837.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -431053.562500 Penalty: 2957.162598
	Iteration 9Q: 3 clusters Score -431053.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -431288.812500 Penalty: 2957.162598
	Iteration 10Q: 3 clusters Score -431288.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -431518.531250 Penalty: 2957.162598
	Iteration 11Q: 3 clusters Score -431518.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -431809.875000 Penalty: 2957.162598
	Iteration 12Q: 3 clusters Score -431809.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -432112.500000 Penalty: 2957.162598
	Iteration 13Q: 3 clusters Score -432112.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -432363.906250 Penalty: 2957.162598
	Iteration 14Q: 3 clusters Score -432363.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -432529.718750 Penalty: 2957.162598
	Iteration 15Q: 3 clusters Score -432529.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -432636.406250 Penalty: 2957.162598
	Iteration 16Q: 3 clusters Score -432636.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -432699.843750 Penalty: 2957.162598
	Iteration 17Q: 3 clusters Score -432699.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -432744.531250 Penalty: 2957.162598
	Iteration 18Q: 3 clusters Score -432744.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -432785.406250 Penalty: 2957.162598
	Iteration 19Q: 3 clusters Score -432785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -432797.125000 Penalty: 2957.162598
	Iteration 20F: 3 clusters Score -432797.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -432809.656250 Penalty: 2957.162598
	Iteration 21Q: 3 clusters Score -432809.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -432815.750000 Penalty: 2957.162598
	Iteration 22Q: 3 clusters Score -432815.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -432819.156250 Penalty: 2957.162598
	Iteration 23Q: 3 clusters Score -432819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -432819.156250 Penalty: 2957.162598
	Iteration 24F: 3 clusters Score -432819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -92455.593750 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -92455.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -90402.578125 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -90402.58 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -90908.132812 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -90908.13 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -91058.203125 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -91058.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -91136.585938 Penalty: 2473.044189
	Iteration 3Q: 3 clusters Score -91136.59 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -91200.289062 Penalty: 2473.044189
	Iteration 4Q: 3 clusters Score -91200.29 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -91256.734375 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -91256.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -91310.890625 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -91310.89 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -91372.812500 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -91372.81 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -91418.671875 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -91418.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -91455.781250 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -91455.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -91483.835938 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -91483.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -91505.945312 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -91505.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -91525.273438 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -91525.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -91545.562500 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -91545.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -91554.703125 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -91554.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -91565.062500 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -91565.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -91571.921875 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -91571.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -91584.843750 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -91584.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -91593.421875 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -91593.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -91598.687500 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -91598.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -91600.890625 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -91600.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -91603.898438 Penalty: 2473.044189
	Iteration 21Q: 3 clusters Score -91603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -91605.937500 Penalty: 2473.044189
	Iteration 22Q: 3 clusters Score -91605.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -91607.406250 Penalty: 2473.044189
	Iteration 23Q: 3 clusters Score -91607.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -91608.250000 Penalty: 2473.044189
	Iteration 24Q: 3 clusters Score -91608.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -91612.578125 Penalty: 2473.044189
	Iteration 25Q: 3 clusters Score -91612.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -91614.554688 Penalty: 2473.044189
	Iteration 26Q: 3 clusters Score -91614.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -91615.921875 Penalty: 2473.044189
	Iteration 27Q: 3 clusters Score -91615.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -91617.617188 Penalty: 2473.044189
	Iteration 28Q: 3 clusters Score -91617.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -91619.460938 Penalty: 2473.044189
	Iteration 29Q: 3 clusters Score -91619.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -91620.359375 Penalty: 2473.044189
	Iteration 30Q: 3 clusters Score -91620.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -91620.812500 Penalty: 2473.044189
	Iteration 31Q: 3 clusters Score -91620.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -91621.195312 Penalty: 2473.044189
	Iteration 32Q: 3 clusters Score -91621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -91621.195312 Penalty: 2473.044189
	Iteration 33F: 3 clusters Score -91621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Entering Unmasked Estep 
Score: -481611.250000 Penalty: 1494.191284
	Iteration 0F: 2 clusters Score -481611.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -474566.781250 Penalty: 2988.382568
	Iteration 0F: 3 clusters Score -474566.8 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -476790.781250 Penalty: 2988.382568
	Iteration 1F: 3 clusters Score -476790.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -477074.812500 Penalty: 2988.382568
	Iteration 2F: 3 clusters Score -477074.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -477356.968750 Penalty: 2988.382568
	Iteration 3F: 3 clusters Score -477357 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -477645.968750 Penalty: 2988.382568
	Iteration 4F: 3 clusters Score -477646 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -477953.593750 Penalty: 2988.382568
	Iteration 5F: 3 clusters Score -477953.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -478304.000000 Penalty: 2988.382568
	Iteration 6F: 3 clusters Score -478304 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -478702.562500 Penalty: 2988.382568
	Iteration 7F: 3 clusters Score -478702.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -479103.437500 Penalty: 2988.382568
	Iteration 8F: 3 clusters Score -479103.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -479447.687500 Penalty: 2988.382568
	Iteration 9Q: 3 clusters Score -479447.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -479744.343750 Penalty: 2988.382568
	Iteration 10Q: 3 clusters Score -479744.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -479922.312500 Penalty: 2988.382568
	Iteration 11Q: 3 clusters Score -479922.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -480063.437500 Penalty: 2988.382568
	Iteration 12Q: 3 clusters Score -480063.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -480160.687500 Penalty: 2988.382568
	Iteration 13Q: 3 clusters Score -480160.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -480226.843750 Penalty: 2988.382568
	Iteration 14Q: 3 clusters Score -480226.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -480270.062500 Penalty: 2988.382568
	Iteration 15Q: 3 clusters Score -480270.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -480291.937500 Penalty: 2988.382568
	Iteration 16Q: 3 clusters Score -480291.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -480299.062500 Penalty: 2988.382568
	Iteration 17Q: 3 clusters Score -480299.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -480302.937500 Penalty: 2988.382568
	Iteration 18Q: 3 clusters Score -480302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -480304.031250 Penalty: 2988.382568
	Iteration 19Q: 3 clusters Score -480304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -480304.031250 Penalty: 2988.382568
	Iteration 20F: 3 clusters Score -480304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Entering Unmasked Estep 
Score: -616769.000000 Penalty: 1535.110596
	Iteration 0F: 2 clusters Score -616769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -607950.875000 Penalty: 3070.221191
	Iteration 0F: 3 clusters Score -607950.9 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -610976.750000 Penalty: 3070.221191
	Iteration 1F: 3 clusters Score -610976.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -611362.812500 Penalty: 3070.221191
	Iteration 2F: 3 clusters Score -611362.8 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -611859.250000 Penalty: 3070.221191
	Iteration 3F: 3 clusters Score -611859.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -612434.687500 Penalty: 3070.221191
	Iteration 4F: 3 clusters Score -612434.7 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -612994.625000 Penalty: 3070.221191
	Iteration 5F: 3 clusters Score -612994.6 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -613563.125000 Penalty: 3070.221191
	Iteration 6F: 3 clusters Score -613563.1 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -614138.062500 Penalty: 3070.221191
	Iteration 7F: 3 clusters Score -614138.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -614599.375000 Penalty: 3070.221191
	Iteration 8F: 3 clusters Score -614599.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -614897.687500 Penalty: 3070.221191
	Iteration 9Q: 3 clusters Score -614897.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -615122.750000 Penalty: 3070.221191
	Iteration 10Q: 3 clusters Score -615122.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -615297.500000 Penalty: 3070.221191
	Iteration 11Q: 3 clusters Score -615297.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -615446.687500 Penalty: 3070.221191
	Iteration 12Q: 3 clusters Score -615446.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -615580.625000 Penalty: 3070.221191
	Iteration 13Q: 3 clusters Score -615580.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -615709.187500 Penalty: 3070.221191
	Iteration 14Q: 3 clusters Score -615709.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -615824.750000 Penalty: 3070.221191
	Iteration 15Q: 3 clusters Score -615824.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -615865.875000 Penalty: 3070.221191
	Iteration 16Q: 3 clusters Score -615865.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -615896.000000 Penalty: 3070.221191
	Iteration 17Q: 3 clusters Score -615896 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -615919.062500 Penalty: 3070.221191
	Iteration 18Q: 3 clusters Score -615919.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -615943.375000 Penalty: 3070.221191
	Iteration 19Q: 3 clusters Score -615943.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -615965.187500 Penalty: 3070.221191
	Iteration 20F: 3 clusters Score -615965.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -615986.500000 Penalty: 3070.221191
	Iteration 21Q: 3 clusters Score -615986.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -616003.625000 Penalty: 3070.221191
	Iteration 22Q: 3 clusters Score -616003.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -616024.875000 Penalty: 3070.221191
	Iteration 23Q: 3 clusters Score -616024.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -616040.125000 Penalty: 3070.221191
	Iteration 24Q: 3 clusters Score -616040.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -616050.125000 Penalty: 3070.221191
	Iteration 25Q: 3 clusters Score -616050.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -616057.312500 Penalty: 3070.221191
	Iteration 26Q: 3 clusters Score -616057.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -616060.875000 Penalty: 3070.221191
	Iteration 27Q: 3 clusters Score -616060.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -616064.687500 Penalty: 3070.221191
	Iteration 28Q: 3 clusters Score -616064.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -616067.375000 Penalty: 3070.221191
	Iteration 29Q: 3 clusters Score -616067.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -616071.500000 Penalty: 3070.221191
	Iteration 30Q: 3 clusters Score -616071.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -616072.250000 Penalty: 3070.221191
	Iteration 31Q: 3 clusters Score -616072.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -616074.687500 Penalty: 3070.221191
	Iteration 32Q: 3 clusters Score -616074.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -616076.812500 Penalty: 3070.221191
	Iteration 33Q: 3 clusters Score -616076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -616079.312500 Penalty: 3070.221191
	Iteration 34Q: 3 clusters Score -616079.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -616079.750000 Penalty: 3070.221191
	Iteration 35Q: 3 clusters Score -616079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -616079.750000 Penalty: 3070.221191
	Iteration 36Q: 3 clusters Score -616079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -616080.687500 Penalty: 3070.221191
	Iteration 37Q: 3 clusters Score -616080.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -616081.312500 Penalty: 3070.221191
	Iteration 38Q: 3 clusters Score -616081.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -616083.312500 Penalty: 3070.221191
	Iteration 39Q: 3 clusters Score -616083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -616084.062500 Penalty: 3070.221191
	Iteration 40F: 3 clusters Score -616084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -616084.375000 Penalty: 3070.221191
	Iteration 41Q: 3 clusters Score -616084.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -616085.000000 Penalty: 3070.221191
	Iteration 42Q: 3 clusters Score -616085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -616083.437500 Penalty: 3070.221191
	Iteration 43Q: 3 clusters Score -616083.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -616084.375000 Penalty: 3070.221191
	Iteration 44Q: 3 clusters Score -616084.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -616084.562500 Penalty: 3070.221191
	Iteration 45Q: 3 clusters Score -616084.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -616085.250000 Penalty: 3070.221191
	Iteration 46Q: 3 clusters Score -616085.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -616085.937500 Penalty: 3070.221191
	Iteration 47Q: 3 clusters Score -616085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -616085.562500 Penalty: 3070.221191
	Iteration 48Q: 3 clusters Score -616085.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -616087.187500 Penalty: 3070.221191
	Iteration 49Q: 3 clusters Score -616087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -616086.437500 Penalty: 3070.221191
	Iteration 50Q: 3 clusters Score -616086.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -616086.875000 Penalty: 3070.221191
	Iteration 51Q: 3 clusters Score -616086.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -616088.312500 Penalty: 3070.221191
	Iteration 52Q: 3 clusters Score -616088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -616088.125000 Penalty: 3070.221191
	Iteration 53Q: 3 clusters Score -616088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -616088.000000 Penalty: 3070.221191
	Iteration 54Q: 3 clusters Score -616088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -616088.000000 Penalty: 3070.221191
	Iteration 55F: 3 clusters Score -616088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (324868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324868 members 
Entering Unmasked Estep 
Score: -16331437.000000 Penalty: 2062.315918
	Iteration 0F: 2 clusters Score -1.633144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162997 members 
Mstep: Class 2 contains 161871 members 
Entering Unmasked Estep 
Score: -16111840.000000 Penalty: 4124.631836
	Iteration 0F: 3 clusters Score -1.611184e+07 nChanged 158617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177180 members 
Mstep: Class 2 contains 147688 members 
Entering Unmasked Estep 
Score: -16207156.000000 Penalty: 4124.631836
	Iteration 1F: 3 clusters Score -1.620716e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185879 members 
Mstep: Class 2 contains 138989 members 
Entering Unmasked Estep 
Score: -16209994.000000 Penalty: 4124.631836
	Iteration 2Q: 3 clusters Score -1.620999e+07 nChanged 14122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199681 members 
Mstep: Class 2 contains 125187 members 
Entering Unmasked Estep 
Score: -16215909.000000 Penalty: 4124.631836
	Iteration 3Q: 3 clusters Score -1.621591e+07 nChanged 21168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220809 members 
Mstep: Class 2 contains 104059 members 
Entering Unmasked Estep 
Score: -16228809.000000 Penalty: 4124.631836
	Iteration 4F: 3 clusters Score -1.622881e+07 nChanged 29523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250332 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -16252834.000000 Penalty: 4124.631836
	Iteration 5F: 3 clusters Score -1.625283e+07 nChanged 33958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284290 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -16287131.000000 Penalty: 4124.631836
	Iteration 6F: 3 clusters Score -1.628713e+07 nChanged 26418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310708 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -16315286.000000 Penalty: 4124.631836
	Iteration 7F: 3 clusters Score -1.631529e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321875 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -16326743.000000 Penalty: 4124.631836
	Iteration 8Q: 3 clusters Score -1.632674e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324365 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -16329039.000000 Penalty: 4124.631836
	Iteration 9Q: 3 clusters Score -1.632904e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324716 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -16329384.000000 Penalty: 4124.631836
	Iteration 10Q: 3 clusters Score -1.632938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324751 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -16329452.000000 Penalty: 4124.631836
	Iteration 11Q: 3 clusters Score -1.632945e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324762 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16329494.000000 Penalty: 4124.631836
	Iteration 12Q: 3 clusters Score -1.632949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324766 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16329507.000000 Penalty: 4124.631836
	Iteration 13Q: 3 clusters Score -1.632951e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324766 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -16329507.000000 Penalty: 4124.631836
	Iteration 14F: 3 clusters Score -1.632951e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94448 members 
Entering Unmasked Estep 
Score: -4662760.500000 Penalty: 1861.568237
	Iteration 0F: 2 clusters Score -4662760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -4599362.500000 Penalty: 3723.136475
	Iteration 0F: 3 clusters Score -4599362 nChanged 45156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -4626364.500000 Penalty: 3723.136475
	Iteration 1F: 3 clusters Score -4626364 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -4628012.000000 Penalty: 3723.136475
	Iteration 2Q: 3 clusters Score -4628012 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -4630486.500000 Penalty: 3723.136475
	Iteration 3F: 3 clusters Score -4630486 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -4634193.000000 Penalty: 3723.136475
	Iteration 4F: 3 clusters Score -4634193 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -4639075.000000 Penalty: 3723.136475
	Iteration 5F: 3 clusters Score -4639075 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -4644696.500000 Penalty: 3723.136475
	Iteration 6F: 3 clusters Score -4644696 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -4649265.000000 Penalty: 3723.136475
	Iteration 7F: 3 clusters Score -4649265 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -4651675.000000 Penalty: 3723.136475
	Iteration 8Q: 3 clusters Score -4651675 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -4652858.000000 Penalty: 3723.136475
	Iteration 9Q: 3 clusters Score -4652858 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 68947 members 
Entering Unmasked Estep 
Score: -4653539.500000 Penalty: 3723.136475
	Iteration 10Q: 3 clusters Score -4653540 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 70381 members 
Entering Unmasked Estep 
Score: -4654140.500000 Penalty: 3723.136475
	Iteration 11Q: 3 clusters Score -4654140 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -4654654.000000 Penalty: 3723.136475
	Iteration 12Q: 3 clusters Score -4654654 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -4655143.500000 Penalty: 3723.136475
	Iteration 13Q: 3 clusters Score -4655144 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 74554 members 
Entering Unmasked Estep 
Score: -4655597.500000 Penalty: 3723.136475
	Iteration 14Q: 3 clusters Score -4655598 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -4656058.000000 Penalty: 3723.136475
	Iteration 15Q: 3 clusters Score -4656058 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 77228 members 
Entering Unmasked Estep 
Score: -4656562.000000 Penalty: 3723.136475
	Iteration 16Q: 3 clusters Score -4656562 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 78526 members 
Entering Unmasked Estep 
Score: -4656966.000000 Penalty: 3723.136475
	Iteration 17Q: 3 clusters Score -4656966 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -4657360.000000 Penalty: 3723.136475
	Iteration 18Q: 3 clusters Score -4657360 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -4657757.500000 Penalty: 3723.136475
	Iteration 19Q: 3 clusters Score -4657758 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -4658176.500000 Penalty: 3723.136475
	Iteration 20F: 3 clusters Score -4658176 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -4658588.000000 Penalty: 3723.136475
	Iteration 21Q: 3 clusters Score -4658588 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -4658937.500000 Penalty: 3723.136475
	Iteration 22Q: 3 clusters Score -4658938 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -4659260.500000 Penalty: 3723.136475
	Iteration 23Q: 3 clusters Score -4659260 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 85952 members 
Entering Unmasked Estep 
Score: -4659580.000000 Penalty: 3723.136475
	Iteration 24Q: 3 clusters Score -4659580 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -4659901.500000 Penalty: 3723.136475
	Iteration 25Q: 3 clusters Score -4659902 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -4660141.000000 Penalty: 3723.136475
	Iteration 26Q: 3 clusters Score -4660141 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -4660366.000000 Penalty: 3723.136475
	Iteration 27Q: 3 clusters Score -4660366 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -4660555.500000 Penalty: 3723.136475
	Iteration 28Q: 3 clusters Score -4660556 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 89176 members 
Entering Unmasked Estep 
Score: -4660733.000000 Penalty: 3723.136475
	Iteration 29Q: 3 clusters Score -4660733 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 89637 members 
Entering Unmasked Estep 
Score: -4660905.500000 Penalty: 3723.136475
	Iteration 30Q: 3 clusters Score -4660906 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 90049 members 
Entering Unmasked Estep 
Score: -4661066.500000 Penalty: 3723.136475
	Iteration 31Q: 3 clusters Score -4661066 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 90399 members 
Entering Unmasked Estep 
Score: -4661191.000000 Penalty: 3723.136475
	Iteration 32Q: 3 clusters Score -4661191 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 90707 members 
Entering Unmasked Estep 
Score: -4661261.000000 Penalty: 3723.136475
	Iteration 33Q: 3 clusters Score -4661261 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 90958 members 
Entering Unmasked Estep 
Score: -4661331.500000 Penalty: 3723.136475
	Iteration 34Q: 3 clusters Score -4661332 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 91171 members 
Entering Unmasked Estep 
Score: -4661410.500000 Penalty: 3723.136475
	Iteration 35Q: 3 clusters Score -4661410 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -4661472.000000 Penalty: 3723.136475
	Iteration 36Q: 3 clusters Score -4661472 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 91527 members 
Entering Unmasked Estep 
Score: -4661494.500000 Penalty: 3723.136475
	Iteration 37Q: 3 clusters Score -4661494 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 91671 members 
Entering Unmasked Estep 
Score: -4661526.000000 Penalty: 3723.136475
	Iteration 38Q: 3 clusters Score -4661526 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 91798 members 
Entering Unmasked Estep 
Score: -4661545.500000 Penalty: 3723.136475
	Iteration 39Q: 3 clusters Score -4661546 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 91901 members 
Entering Unmasked Estep 
Score: -4661566.000000 Penalty: 3723.136475
	Iteration 40F: 3 clusters Score -4661566 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -4661596.500000 Penalty: 3723.136475
	Iteration 41Q: 3 clusters Score -4661596 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -4661606.000000 Penalty: 3723.136475
	Iteration 42Q: 3 clusters Score -4661606 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -4661633.500000 Penalty: 3723.136475
	Iteration 43Q: 3 clusters Score -4661634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 92275 members 
Entering Unmasked Estep 
Score: -4661646.000000 Penalty: 3723.136475
	Iteration 44Q: 3 clusters Score -4661646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -4661661.000000 Penalty: 3723.136475
	Iteration 45Q: 3 clusters Score -4661661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -4661676.000000 Penalty: 3723.136475
	Iteration 46Q: 3 clusters Score -4661676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -4661678.500000 Penalty: 3723.136475
	Iteration 47Q: 3 clusters Score -4661678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 92448 members 
Entering Unmasked Estep 
Score: -4661684.500000 Penalty: 3723.136475
	Iteration 48Q: 3 clusters Score -4661684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -4661688.000000 Penalty: 3723.136475
	Iteration 49Q: 3 clusters Score -4661688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 92513 members 
Entering Unmasked Estep 
Score: -4661690.500000 Penalty: 3723.136475
	Iteration 50Q: 3 clusters Score -4661690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -4661691.000000 Penalty: 3723.136475
	Iteration 51Q: 3 clusters Score -4661691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 92568 members 
Entering Unmasked Estep 
Score: -4661692.000000 Penalty: 3723.136475
	Iteration 52Q: 3 clusters Score -4661692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 92601 members 
Entering Unmasked Estep 
Score: -4661705.500000 Penalty: 3723.136475
	Iteration 53Q: 3 clusters Score -4661706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 92629 members 
Entering Unmasked Estep 
Score: -4661708.500000 Penalty: 3723.136475
	Iteration 54Q: 3 clusters Score -4661708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -4661703.500000 Penalty: 3723.136475
	Iteration 55Q: 3 clusters Score -4661704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 92670 members 
Entering Unmasked Estep 
Score: -4661712.000000 Penalty: 3723.136475
	Iteration 56Q: 3 clusters Score -4661712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 92686 members 
Entering Unmasked Estep 
Score: -4661707.500000 Penalty: 3723.136475
	Iteration 57Q: 3 clusters Score -4661708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 92701 members 
Entering Unmasked Estep 
Score: -4661707.500000 Penalty: 3723.136475
	Iteration 58Q: 3 clusters Score -4661708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 92715 members 
Entering Unmasked Estep 
Score: -4661714.000000 Penalty: 3723.136475
	Iteration 59Q: 3 clusters Score -4661714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -4661713.500000 Penalty: 3723.136475
	Iteration 60F: 3 clusters Score -4661714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -4661730.000000 Penalty: 3723.136475
	Iteration 61Q: 3 clusters Score -4661730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -4661724.500000 Penalty: 3723.136475
	Iteration 62Q: 3 clusters Score -4661724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -4661736.000000 Penalty: 3723.136475
	Iteration 63Q: 3 clusters Score -4661736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -4661740.000000 Penalty: 3723.136475
	Iteration 64Q: 3 clusters Score -4661740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -4661743.000000 Penalty: 3723.136475
	Iteration 65Q: 3 clusters Score -4661743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 92814 members 
Entering Unmasked Estep 
Score: -4661742.000000 Penalty: 3723.136475
	Iteration 66Q: 3 clusters Score -4661742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -4661750.000000 Penalty: 3723.136475
	Iteration 67Q: 3 clusters Score -4661750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 92848 members 
Entering Unmasked Estep 
Score: -4661760.500000 Penalty: 3723.136475
	Iteration 68Q: 3 clusters Score -4661760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -4661772.000000 Penalty: 3723.136475
	Iteration 69Q: 3 clusters Score -4661772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 92865 members 
Entering Unmasked Estep 
Score: -4661780.500000 Penalty: 3723.136475
	Iteration 70Q: 3 clusters Score -4661780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
Score: -4661784.000000 Penalty: 3723.136475
	Iteration 71Q: 3 clusters Score -4661784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 92883 members 
Entering Unmasked Estep 
Score: -4661781.500000 Penalty: 3723.136475
	Iteration 72Q: 3 clusters Score -4661782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 92892 members 
Entering Unmasked Estep 
Score: -4661786.000000 Penalty: 3723.136475
	Iteration 73Q: 3 clusters Score -4661786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 92900 members 
Entering Unmasked Estep 
Score: -4661789.000000 Penalty: 3723.136475
	Iteration 74Q: 3 clusters Score -4661789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -4661799.000000 Penalty: 3723.136475
	Iteration 75Q: 3 clusters Score -4661799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 92911 members 
Entering Unmasked Estep 
Score: -4661801.000000 Penalty: 3723.136475
	Iteration 76Q: 3 clusters Score -4661801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 92915 members 
Entering Unmasked Estep 
Score: -4661796.000000 Penalty: 3723.136475
	Iteration 77Q: 3 clusters Score -4661796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -4661797.500000 Penalty: 3723.136475
	Iteration 78Q: 3 clusters Score -4661798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -4661799.000000 Penalty: 3723.136475
	Iteration 79Q: 3 clusters Score -4661799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -4661798.500000 Penalty: 3723.136475
	Iteration 80F: 3 clusters Score -4661798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -4661797.000000 Penalty: 3723.136475
	Iteration 81Q: 3 clusters Score -4661797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 92929 members 
Entering Unmasked Estep 
Score: -4661803.000000 Penalty: 3723.136475
	Iteration 82Q: 3 clusters Score -4661803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 92931 members 
Entering Unmasked Estep 
Score: -4661800.000000 Penalty: 3723.136475
	Iteration 83Q: 3 clusters Score -4661800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 92933 members 
Entering Unmasked Estep 
Score: -4661798.500000 Penalty: 3723.136475
	Iteration 84Q: 3 clusters Score -4661798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -4661800.000000 Penalty: 3723.136475
	Iteration 85Q: 3 clusters Score -4661800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 92938 members 
Entering Unmasked Estep 
Score: -4661798.000000 Penalty: 3723.136475
	Iteration 86Q: 3 clusters Score -4661798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -4661798.500000 Penalty: 3723.136475
	Iteration 87Q: 3 clusters Score -4661798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 92940 members 
Entering Unmasked Estep 
Score: -4661804.000000 Penalty: 3723.136475
	Iteration 88Q: 3 clusters Score -4661804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 92941 members 
Entering Unmasked Estep 
Score: -4661803.500000 Penalty: 3723.136475
	Iteration 89Q: 3 clusters Score -4661804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -4661799.500000 Penalty: 3723.136475
	Iteration 90Q: 3 clusters Score -4661800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -4661800.500000 Penalty: 3723.136475
	Iteration 91Q: 3 clusters Score -4661800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -4661802.000000 Penalty: 3723.136475
	Iteration 92Q: 3 clusters Score -4661802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -4661801.000000 Penalty: 3723.136475
	Iteration 93Q: 3 clusters Score -4661801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 92942 members 
Entering Unmasked Estep 
Score: -4661801.000000 Penalty: 3723.136475
	Iteration 94F: 3 clusters Score -4661801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -69739.507812 Penalty: 1190.764404
	Iteration 0F: 2 clusters Score -69739.51 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 767 members 
Entering Unmasked Estep 
Score: -67954.671875 Penalty: 2381.528809
	Iteration 0F: 3 clusters Score -67954.67 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -68313.703125 Penalty: 2381.528809
	Iteration 1F: 3 clusters Score -68313.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -68389.984375 Penalty: 2381.528809
	Iteration 2F: 3 clusters Score -68389.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -68430.156250 Penalty: 2381.528809
	Iteration 3Q: 3 clusters Score -68430.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -68456.554688 Penalty: 2381.528809
	Iteration 4Q: 3 clusters Score -68456.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -68473.703125 Penalty: 2381.528809
	Iteration 5Q: 3 clusters Score -68473.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -68486.406250 Penalty: 2381.528809
	Iteration 6Q: 3 clusters Score -68486.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -68495.343750 Penalty: 2381.528809
	Iteration 7Q: 3 clusters Score -68495.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -68502.664062 Penalty: 2381.528809
	Iteration 8Q: 3 clusters Score -68502.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -68507.585938 Penalty: 2381.528809
	Iteration 9Q: 3 clusters Score -68507.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -68509.609375 Penalty: 2381.528809
	Iteration 10Q: 3 clusters Score -68509.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -68513.070312 Penalty: 2381.528809
	Iteration 11Q: 3 clusters Score -68513.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -68514.312500 Penalty: 2381.528809
	Iteration 12Q: 3 clusters Score -68514.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -68516.648438 Penalty: 2381.528809
	Iteration 13Q: 3 clusters Score -68516.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -68521.773438 Penalty: 2381.528809
	Iteration 14Q: 3 clusters Score -68521.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -68530.343750 Penalty: 2381.528809
	Iteration 15Q: 3 clusters Score -68530.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -68539.562500 Penalty: 2381.528809
	Iteration 16Q: 3 clusters Score -68539.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -68544.773438 Penalty: 2381.528809
	Iteration 17Q: 3 clusters Score -68544.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -68549.617188 Penalty: 2381.528809
	Iteration 18Q: 3 clusters Score -68549.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -68550.765625 Penalty: 2381.528809
	Iteration 19Q: 3 clusters Score -68550.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -68552.093750 Penalty: 2381.528809
	Iteration 20F: 3 clusters Score -68552.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -68553.000000 Penalty: 2381.528809
	Iteration 21Q: 3 clusters Score -68553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -68554.460938 Penalty: 2381.528809
	Iteration 22Q: 3 clusters Score -68554.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -68556.132812 Penalty: 2381.528809
	Iteration 23Q: 3 clusters Score -68556.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -68557.429688 Penalty: 2381.528809
	Iteration 24Q: 3 clusters Score -68557.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -68557.820312 Penalty: 2381.528809
	Iteration 25Q: 3 clusters Score -68557.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -68557.820312 Penalty: 2381.528809
	Iteration 26F: 3 clusters Score -68557.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -15821.649414 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -15821.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14835.154297 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -14835.15 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14971.461914 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -14971.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15003.320312 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -15003.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15010.704102 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -15010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15017.218750 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -15017.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15021.100586 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -15021.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -15021.100586 Penalty: 1934.804077
	Iteration 6F: 3 clusters Score -15021.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -58753.628906 Penalty: 1178.803955
	Iteration 0F: 2 clusters Score -58753.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -57015.515625 Penalty: 2357.607910
	Iteration 0F: 3 clusters Score -57015.52 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -57404.906250 Penalty: 2357.607910
	Iteration 1F: 3 clusters Score -57404.91 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -57511.765625 Penalty: 2357.607910
	Iteration 2F: 3 clusters Score -57511.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -57581.800781 Penalty: 2357.607910
	Iteration 3F: 3 clusters Score -57581.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -57634.156250 Penalty: 2357.607910
	Iteration 4Q: 3 clusters Score -57634.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -57679.156250 Penalty: 2357.607910
	Iteration 5Q: 3 clusters Score -57679.16 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -57732.988281 Penalty: 2357.607910
	Iteration 6Q: 3 clusters Score -57732.99 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -57791.273438 Penalty: 2357.607910
	Iteration 7Q: 3 clusters Score -57791.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -57852.984375 Penalty: 2357.607910
	Iteration 8Q: 3 clusters Score -57852.98 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -57926.828125 Penalty: 2357.607910
	Iteration 9Q: 3 clusters Score -57926.83 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -58036.375000 Penalty: 2357.607910
	Iteration 10Q: 3 clusters Score -58036.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -58127.789062 Penalty: 2357.607910
	Iteration 11Q: 3 clusters Score -58127.79 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -58193.574219 Penalty: 2357.607910
	Iteration 12Q: 3 clusters Score -58193.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -58236.929688 Penalty: 2357.607910
	Iteration 13Q: 3 clusters Score -58236.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -58268.164062 Penalty: 2357.607910
	Iteration 14Q: 3 clusters Score -58268.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -58305.894531 Penalty: 2357.607910
	Iteration 15Q: 3 clusters Score -58305.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -58337.109375 Penalty: 2357.607910
	Iteration 16Q: 3 clusters Score -58337.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -58362.359375 Penalty: 2357.607910
	Iteration 17Q: 3 clusters Score -58362.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -58382.296875 Penalty: 2357.607910
	Iteration 18Q: 3 clusters Score -58382.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -58394.382812 Penalty: 2357.607910
	Iteration 19Q: 3 clusters Score -58394.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -58404.785156 Penalty: 2357.607910
	Iteration 20F: 3 clusters Score -58404.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -58420.035156 Penalty: 2357.607910
	Iteration 21Q: 3 clusters Score -58420.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -58432.742188 Penalty: 2357.607910
	Iteration 22Q: 3 clusters Score -58432.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -58451.171875 Penalty: 2357.607910
	Iteration 23Q: 3 clusters Score -58451.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -58467.523438 Penalty: 2357.607910
	Iteration 24Q: 3 clusters Score -58467.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -58482.320312 Penalty: 2357.607910
	Iteration 25Q: 3 clusters Score -58482.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -58491.949219 Penalty: 2357.607910
	Iteration 26Q: 3 clusters Score -58491.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -58505.351562 Penalty: 2357.607910
	Iteration 27Q: 3 clusters Score -58505.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -58516.496094 Penalty: 2357.607910
	Iteration 28Q: 3 clusters Score -58516.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -58527.238281 Penalty: 2357.607910
	Iteration 29Q: 3 clusters Score -58527.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -58543.191406 Penalty: 2357.607910
	Iteration 30Q: 3 clusters Score -58543.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -58566.429688 Penalty: 2357.607910
	Iteration 31Q: 3 clusters Score -58566.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -58577.082031 Penalty: 2357.607910
	Iteration 32Q: 3 clusters Score -58577.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -58585.644531 Penalty: 2357.607910
	Iteration 33Q: 3 clusters Score -58585.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -58587.144531 Penalty: 2357.607910
	Iteration 34Q: 3 clusters Score -58587.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -58587.144531 Penalty: 2357.607910
	Iteration 35F: 3 clusters Score -58587.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -141641.578125 Penalty: 1283.672729
	Iteration 0F: 2 clusters Score -141641.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -139086.250000 Penalty: 2567.345459
	Iteration 0F: 3 clusters Score -139086.2 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -139628.078125 Penalty: 2567.345459
	Iteration 1F: 3 clusters Score -139628.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -139742.062500 Penalty: 2567.345459
	Iteration 2F: 3 clusters Score -139742.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -139796.046875 Penalty: 2567.345459
	Iteration 3Q: 3 clusters Score -139796 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -139829.890625 Penalty: 2567.345459
	Iteration 4Q: 3 clusters Score -139829.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -139855.937500 Penalty: 2567.345459
	Iteration 5Q: 3 clusters Score -139855.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -139880.687500 Penalty: 2567.345459
	Iteration 6Q: 3 clusters Score -139880.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -139904.687500 Penalty: 2567.345459
	Iteration 7Q: 3 clusters Score -139904.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -139935.875000 Penalty: 2567.345459
	Iteration 8Q: 3 clusters Score -139935.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -139970.390625 Penalty: 2567.345459
	Iteration 9Q: 3 clusters Score -139970.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -140002.421875 Penalty: 2567.345459
	Iteration 10Q: 3 clusters Score -140002.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140042.531250 Penalty: 2567.345459
	Iteration 11Q: 3 clusters Score -140042.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -140076.890625 Penalty: 2567.345459
	Iteration 12Q: 3 clusters Score -140076.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -140109.078125 Penalty: 2567.345459
	Iteration 13Q: 3 clusters Score -140109.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -140140.578125 Penalty: 2567.345459
	Iteration 14Q: 3 clusters Score -140140.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -140172.187500 Penalty: 2567.345459
	Iteration 15Q: 3 clusters Score -140172.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -140209.000000 Penalty: 2567.345459
	Iteration 16Q: 3 clusters Score -140209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -140244.375000 Penalty: 2567.345459
	Iteration 17Q: 3 clusters Score -140244.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -140270.984375 Penalty: 2567.345459
	Iteration 18Q: 3 clusters Score -140271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -140294.062500 Penalty: 2567.345459
	Iteration 19Q: 3 clusters Score -140294.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -140317.890625 Penalty: 2567.345459
	Iteration 20F: 3 clusters Score -140317.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -140338.796875 Penalty: 2567.345459
	Iteration 21Q: 3 clusters Score -140338.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -140363.750000 Penalty: 2567.345459
	Iteration 22Q: 3 clusters Score -140363.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -140378.265625 Penalty: 2567.345459
	Iteration 23Q: 3 clusters Score -140378.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -140393.390625 Penalty: 2567.345459
	Iteration 24Q: 3 clusters Score -140393.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -140408.640625 Penalty: 2567.345459
	Iteration 25Q: 3 clusters Score -140408.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -140422.953125 Penalty: 2567.345459
	Iteration 26Q: 3 clusters Score -140423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -140440.265625 Penalty: 2567.345459
	Iteration 27Q: 3 clusters Score -140440.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -140451.640625 Penalty: 2567.345459
	Iteration 28Q: 3 clusters Score -140451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -140470.703125 Penalty: 2567.345459
	Iteration 29Q: 3 clusters Score -140470.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -140481.031250 Penalty: 2567.345459
	Iteration 30Q: 3 clusters Score -140481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -140490.468750 Penalty: 2567.345459
	Iteration 31Q: 3 clusters Score -140490.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -140502.031250 Penalty: 2567.345459
	Iteration 32Q: 3 clusters Score -140502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -140511.375000 Penalty: 2567.345459
	Iteration 33Q: 3 clusters Score -140511.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -140520.718750 Penalty: 2567.345459
	Iteration 34Q: 3 clusters Score -140520.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -140524.250000 Penalty: 2567.345459
	Iteration 35Q: 3 clusters Score -140524.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -140526.687500 Penalty: 2567.345459
	Iteration 36Q: 3 clusters Score -140526.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -140526.687500 Penalty: 2567.345459
	Iteration 37F: 3 clusters Score -140526.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Entering Unmasked Estep 
Score: -69468.812500 Penalty: 1177.881958
	Iteration 0F: 2 clusters Score -69468.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -67756.789062 Penalty: 2355.763916
	Iteration 0F: 3 clusters Score -67756.79 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68169.843750 Penalty: 2355.763916
	Iteration 1F: 3 clusters Score -68169.84 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -68301.570312 Penalty: 2355.763916
	Iteration 2F: 3 clusters Score -68301.57 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -68420.101562 Penalty: 2355.763916
	Iteration 3F: 3 clusters Score -68420.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -68489.289062 Penalty: 2355.763916
	Iteration 4Q: 3 clusters Score -68489.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -68533.640625 Penalty: 2355.763916
	Iteration 5Q: 3 clusters Score -68533.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -68561.468750 Penalty: 2355.763916
	Iteration 6Q: 3 clusters Score -68561.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -68593.679688 Penalty: 2355.763916
	Iteration 7Q: 3 clusters Score -68593.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -68626.531250 Penalty: 2355.763916
	Iteration 8Q: 3 clusters Score -68626.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -68655.789062 Penalty: 2355.763916
	Iteration 9Q: 3 clusters Score -68655.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -68689.781250 Penalty: 2355.763916
	Iteration 10Q: 3 clusters Score -68689.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -68726.757812 Penalty: 2355.763916
	Iteration 11Q: 3 clusters Score -68726.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -68763.039062 Penalty: 2355.763916
	Iteration 12Q: 3 clusters Score -68763.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -68816.210938 Penalty: 2355.763916
	Iteration 13Q: 3 clusters Score -68816.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -68858.750000 Penalty: 2355.763916
	Iteration 14Q: 3 clusters Score -68858.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -68906.031250 Penalty: 2355.763916
	Iteration 15Q: 3 clusters Score -68906.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -68943.203125 Penalty: 2355.763916
	Iteration 16Q: 3 clusters Score -68943.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -68975.687500 Penalty: 2355.763916
	Iteration 17Q: 3 clusters Score -68975.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -68989.906250 Penalty: 2355.763916
	Iteration 18Q: 3 clusters Score -68989.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -68996.390625 Penalty: 2355.763916
	Iteration 19Q: 3 clusters Score -68996.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -69000.921875 Penalty: 2355.763916
	Iteration 20F: 3 clusters Score -69000.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -69006.140625 Penalty: 2355.763916
	Iteration 21Q: 3 clusters Score -69006.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -69008.015625 Penalty: 2355.763916
	Iteration 22Q: 3 clusters Score -69008.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -69010.039062 Penalty: 2355.763916
	Iteration 23Q: 3 clusters Score -69010.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -69010.960938 Penalty: 2355.763916
	Iteration 24Q: 3 clusters Score -69010.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -69012.914062 Penalty: 2355.763916
	Iteration 25Q: 3 clusters Score -69012.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -69013.960938 Penalty: 2355.763916
	Iteration 26Q: 3 clusters Score -69013.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -69016.148438 Penalty: 2355.763916
	Iteration 27Q: 3 clusters Score -69016.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -69016.398438 Penalty: 2355.763916
	Iteration 28Q: 3 clusters Score -69016.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -69016.742188 Penalty: 2355.763916
	Iteration 29Q: 3 clusters Score -69016.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -69017.625000 Penalty: 2355.763916
	Iteration 30Q: 3 clusters Score -69017.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -69018.570312 Penalty: 2355.763916
	Iteration 31Q: 3 clusters Score -69018.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -69020.085938 Penalty: 2355.763916
	Iteration 32Q: 3 clusters Score -69020.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -69020.765625 Penalty: 2355.763916
	Iteration 33Q: 3 clusters Score -69020.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -69022.265625 Penalty: 2355.763916
	Iteration 34Q: 3 clusters Score -69022.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -69023.992188 Penalty: 2355.763916
	Iteration 35Q: 3 clusters Score -69023.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -69023.992188 Penalty: 2355.763916
	Iteration 36F: 3 clusters Score -69023.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Entering Unmasked Estep 
Score: -1320842.375000 Penalty: 1648.961060
	Iteration 0F: 2 clusters Score -1320842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1303520.250000 Penalty: 3297.922119
	Iteration 0F: 3 clusters Score -1303520 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1310002.750000 Penalty: 3297.922119
	Iteration 1F: 3 clusters Score -1310003 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1310426.500000 Penalty: 3297.922119
	Iteration 2Q: 3 clusters Score -1310426 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1310906.750000 Penalty: 3297.922119
	Iteration 3Q: 3 clusters Score -1310907 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1311487.125000 Penalty: 3297.922119
	Iteration 4Q: 3 clusters Score -1311487 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1312161.750000 Penalty: 3297.922119
	Iteration 5F: 3 clusters Score -1312162 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1312872.000000 Penalty: 3297.922119
	Iteration 6F: 3 clusters Score -1312872 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1313690.750000 Penalty: 3297.922119
	Iteration 7F: 3 clusters Score -1313691 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1314650.500000 Penalty: 3297.922119
	Iteration 8F: 3 clusters Score -1314650 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1315679.500000 Penalty: 3297.922119
	Iteration 9F: 3 clusters Score -1315680 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1316601.000000 Penalty: 3297.922119
	Iteration 10Q: 3 clusters Score -1316601 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1317362.125000 Penalty: 3297.922119
	Iteration 11Q: 3 clusters Score -1317362 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1318000.000000 Penalty: 3297.922119
	Iteration 12Q: 3 clusters Score -1318000 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1318453.000000 Penalty: 3297.922119
	Iteration 13Q: 3 clusters Score -1318453 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1318761.000000 Penalty: 3297.922119
	Iteration 14Q: 3 clusters Score -1318761 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1319003.750000 Penalty: 3297.922119
	Iteration 15Q: 3 clusters Score -1319004 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1319205.250000 Penalty: 3297.922119
	Iteration 16Q: 3 clusters Score -1319205 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1319343.375000 Penalty: 3297.922119
	Iteration 17Q: 3 clusters Score -1319343 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1319450.750000 Penalty: 3297.922119
	Iteration 18Q: 3 clusters Score -1319451 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1319531.125000 Penalty: 3297.922119
	Iteration 19Q: 3 clusters Score -1319531 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1319595.125000 Penalty: 3297.922119
	Iteration 20F: 3 clusters Score -1319595 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1319640.250000 Penalty: 3297.922119
	Iteration 21Q: 3 clusters Score -1319640 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1319678.875000 Penalty: 3297.922119
	Iteration 22Q: 3 clusters Score -1319679 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1319714.250000 Penalty: 3297.922119
	Iteration 23Q: 3 clusters Score -1319714 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1319740.250000 Penalty: 3297.922119
	Iteration 24Q: 3 clusters Score -1319740 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1319761.000000 Penalty: 3297.922119
	Iteration 25Q: 3 clusters Score -1319761 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1319772.000000 Penalty: 3297.922119
	Iteration 26Q: 3 clusters Score -1319772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1319789.375000 Penalty: 3297.922119
	Iteration 27Q: 3 clusters Score -1319789 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1319807.500000 Penalty: 3297.922119
	Iteration 28Q: 3 clusters Score -1319808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1319822.000000 Penalty: 3297.922119
	Iteration 29Q: 3 clusters Score -1319822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1319836.750000 Penalty: 3297.922119
	Iteration 30Q: 3 clusters Score -1319837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1319843.375000 Penalty: 3297.922119
	Iteration 31Q: 3 clusters Score -1319843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1319852.625000 Penalty: 3297.922119
	Iteration 32Q: 3 clusters Score -1319853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1319859.250000 Penalty: 3297.922119
	Iteration 33Q: 3 clusters Score -1319859 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1319861.375000 Penalty: 3297.922119
	Iteration 34Q: 3 clusters Score -1319861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1319866.000000 Penalty: 3297.922119
	Iteration 35Q: 3 clusters Score -1319866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1319869.375000 Penalty: 3297.922119
	Iteration 36Q: 3 clusters Score -1319869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1319870.375000 Penalty: 3297.922119
	Iteration 37Q: 3 clusters Score -1319870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1319879.750000 Penalty: 3297.922119
	Iteration 38Q: 3 clusters Score -1319880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1319881.250000 Penalty: 3297.922119
	Iteration 39Q: 3 clusters Score -1319881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1319886.750000 Penalty: 3297.922119
	Iteration 40F: 3 clusters Score -1319887 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1319898.125000 Penalty: 3297.922119
	Iteration 41Q: 3 clusters Score -1319898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1319907.625000 Penalty: 3297.922119
	Iteration 42Q: 3 clusters Score -1319908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1319912.750000 Penalty: 3297.922119
	Iteration 43Q: 3 clusters Score -1319913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1319920.875000 Penalty: 3297.922119
	Iteration 44Q: 3 clusters Score -1319921 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1319927.625000 Penalty: 3297.922119
	Iteration 45Q: 3 clusters Score -1319928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1319931.375000 Penalty: 3297.922119
	Iteration 46Q: 3 clusters Score -1319931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1319936.125000 Penalty: 3297.922119
	Iteration 47Q: 3 clusters Score -1319936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1319939.875000 Penalty: 3297.922119
	Iteration 48Q: 3 clusters Score -1319940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1319942.625000 Penalty: 3297.922119
	Iteration 49Q: 3 clusters Score -1319943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1319949.875000 Penalty: 3297.922119
	Iteration 50Q: 3 clusters Score -1319950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1319948.375000 Penalty: 3297.922119
	Iteration 51Q: 3 clusters Score -1319948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1319953.125000 Penalty: 3297.922119
	Iteration 52Q: 3 clusters Score -1319953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1319953.375000 Penalty: 3297.922119
	Iteration 53Q: 3 clusters Score -1319953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1319953.625000 Penalty: 3297.922119
	Iteration 54Q: 3 clusters Score -1319954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1319957.625000 Penalty: 3297.922119
	Iteration 55Q: 3 clusters Score -1319958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1319957.875000 Penalty: 3297.922119
	Iteration 56Q: 3 clusters Score -1319958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1319961.750000 Penalty: 3297.922119
	Iteration 57Q: 3 clusters Score -1319962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1319960.250000 Penalty: 3297.922119
	Iteration 58Q: 3 clusters Score -1319960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1319965.000000 Penalty: 3297.922119
	Iteration 59Q: 3 clusters Score -1319965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1319968.000000 Penalty: 3297.922119
	Iteration 60F: 3 clusters Score -1319968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1319971.750000 Penalty: 3297.922119
	Iteration 61Q: 3 clusters Score -1319972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1319971.125000 Penalty: 3297.922119
	Iteration 62Q: 3 clusters Score -1319971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1319974.750000 Penalty: 3297.922119
	Iteration 63Q: 3 clusters Score -1319975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1319980.000000 Penalty: 3297.922119
	Iteration 64Q: 3 clusters Score -1319980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1319979.875000 Penalty: 3297.922119
	Iteration 65Q: 3 clusters Score -1319980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1319980.375000 Penalty: 3297.922119
	Iteration 66Q: 3 clusters Score -1319980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1319980.625000 Penalty: 3297.922119
	Iteration 67Q: 3 clusters Score -1319981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1319982.250000 Penalty: 3297.922119
	Iteration 68Q: 3 clusters Score -1319982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1319985.500000 Penalty: 3297.922119
	Iteration 69Q: 3 clusters Score -1319986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1319985.500000 Penalty: 3297.922119
	Iteration 70Q: 3 clusters Score -1319986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1319988.375000 Penalty: 3297.922119
	Iteration 71Q: 3 clusters Score -1319988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1319990.125000 Penalty: 3297.922119
	Iteration 72Q: 3 clusters Score -1319990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1319988.500000 Penalty: 3297.922119
	Iteration 73Q: 3 clusters Score -1319988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1319988.500000 Penalty: 3297.922119
	Iteration 74F: 3 clusters Score -1319988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -117862.695312 Penalty: 1271.991455
	Iteration 0F: 2 clusters Score -117862.7 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 1264 members 
Entering Unmasked Estep 
Score: -115436.406250 Penalty: 2543.982910
	Iteration 0F: 3 clusters Score -115436.4 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -116039.812500 Penalty: 2543.982910
	Iteration 1F: 3 clusters Score -116039.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -116129.039062 Penalty: 2543.982910
	Iteration 2F: 3 clusters Score -116129 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -116180.671875 Penalty: 2543.982910
	Iteration 3Q: 3 clusters Score -116180.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -116201.531250 Penalty: 2543.982910
	Iteration 4Q: 3 clusters Score -116201.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -116219.484375 Penalty: 2543.982910
	Iteration 5Q: 3 clusters Score -116219.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -116232.468750 Penalty: 2543.982910
	Iteration 6Q: 3 clusters Score -116232.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -116241.039062 Penalty: 2543.982910
	Iteration 7Q: 3 clusters Score -116241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -116250.789062 Penalty: 2543.982910
	Iteration 8Q: 3 clusters Score -116250.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -116259.632812 Penalty: 2543.982910
	Iteration 9Q: 3 clusters Score -116259.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -116266.046875 Penalty: 2543.982910
	Iteration 10Q: 3 clusters Score -116266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -116270.054688 Penalty: 2543.982910
	Iteration 11Q: 3 clusters Score -116270.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -116275.406250 Penalty: 2543.982910
	Iteration 12Q: 3 clusters Score -116275.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -116278.546875 Penalty: 2543.982910
	Iteration 13Q: 3 clusters Score -116278.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -116281.796875 Penalty: 2543.982910
	Iteration 14Q: 3 clusters Score -116281.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -116283.992188 Penalty: 2543.982910
	Iteration 15Q: 3 clusters Score -116284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -116286.734375 Penalty: 2543.982910
	Iteration 16Q: 3 clusters Score -116286.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -116290.304688 Penalty: 2543.982910
	Iteration 17Q: 3 clusters Score -116290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -116293.546875 Penalty: 2543.982910
	Iteration 18Q: 3 clusters Score -116293.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -116297.273438 Penalty: 2543.982910
	Iteration 19Q: 3 clusters Score -116297.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -116300.093750 Penalty: 2543.982910
	Iteration 20F: 3 clusters Score -116300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -116303.171875 Penalty: 2543.982910
	Iteration 21Q: 3 clusters Score -116303.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -116309.445312 Penalty: 2543.982910
	Iteration 22Q: 3 clusters Score -116309.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -116318.546875 Penalty: 2543.982910
	Iteration 23Q: 3 clusters Score -116318.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -116323.312500 Penalty: 2543.982910
	Iteration 24Q: 3 clusters Score -116323.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -116327.992188 Penalty: 2543.982910
	Iteration 25Q: 3 clusters Score -116328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -116329.921875 Penalty: 2543.982910
	Iteration 26Q: 3 clusters Score -116329.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -116332.507812 Penalty: 2543.982910
	Iteration 27Q: 3 clusters Score -116332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -116333.562500 Penalty: 2543.982910
	Iteration 28Q: 3 clusters Score -116333.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -116335.312500 Penalty: 2543.982910
	Iteration 29Q: 3 clusters Score -116335.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -116337.695312 Penalty: 2543.982910
	Iteration 30Q: 3 clusters Score -116337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -116338.679688 Penalty: 2543.982910
	Iteration 31Q: 3 clusters Score -116338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -116339.289062 Penalty: 2543.982910
	Iteration 32Q: 3 clusters Score -116339.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -116339.726562 Penalty: 2543.982910
	Iteration 33Q: 3 clusters Score -116339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -116339.882812 Penalty: 2543.982910
	Iteration 34Q: 3 clusters Score -116339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -116340.203125 Penalty: 2543.982910
	Iteration 35Q: 3 clusters Score -116340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -116340.593750 Penalty: 2543.982910
	Iteration 36Q: 3 clusters Score -116340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -116341.187500 Penalty: 2543.982910
	Iteration 37Q: 3 clusters Score -116341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -116341.453125 Penalty: 2543.982910
	Iteration 38Q: 3 clusters Score -116341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -116341.742188 Penalty: 2543.982910
	Iteration 39Q: 3 clusters Score -116341.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -116341.742188 Penalty: 2543.982910
	Iteration 40F: 3 clusters Score -116341.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -152270.484375 Penalty: 1321.469360
	Iteration 0F: 2 clusters Score -152270.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -149320.500000 Penalty: 2642.938721
	Iteration 0F: 3 clusters Score -149320.5 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -150056.750000 Penalty: 2642.938721
	Iteration 1F: 3 clusters Score -150056.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -150188.203125 Penalty: 2642.938721
	Iteration 2F: 3 clusters Score -150188.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -150269.843750 Penalty: 2642.938721
	Iteration 3F: 3 clusters Score -150269.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -150332.375000 Penalty: 2642.938721
	Iteration 4Q: 3 clusters Score -150332.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -150394.453125 Penalty: 2642.938721
	Iteration 5Q: 3 clusters Score -150394.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -150455.593750 Penalty: 2642.938721
	Iteration 6Q: 3 clusters Score -150455.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -150522.187500 Penalty: 2642.938721
	Iteration 7Q: 3 clusters Score -150522.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -150612.921875 Penalty: 2642.938721
	Iteration 8Q: 3 clusters Score -150612.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -150763.093750 Penalty: 2642.938721
	Iteration 9Q: 3 clusters Score -150763.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -150956.296875 Penalty: 2642.938721
	Iteration 10Q: 3 clusters Score -150956.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -151196.390625 Penalty: 2642.938721
	Iteration 11F: 3 clusters Score -151196.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -151491.578125 Penalty: 2642.938721
	Iteration 12F: 3 clusters Score -151491.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -151778.875000 Penalty: 2642.938721
	Iteration 13F: 3 clusters Score -151778.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -152036.640625 Penalty: 2642.938721
	Iteration 14F: 3 clusters Score -152036.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -152241.812500 Penalty: 2642.938721
	Iteration 15Q: 3 clusters Score -152241.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -152383.093750 Penalty: 2642.938721
	Iteration 16Q: 3 clusters Score -152383.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -152474.671875 Penalty: 2642.938721
	Iteration 17Q: 3 clusters Score -152474.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -152531.328125 Penalty: 2642.938721
	Iteration 18Q: 3 clusters Score -152531.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -152558.593750 Penalty: 2642.938721
	Iteration 19Q: 3 clusters Score -152558.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -152573.156250 Penalty: 2642.938721
	Iteration 20F: 3 clusters Score -152573.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -152579.968750 Penalty: 2642.938721
	Iteration 21Q: 3 clusters Score -152580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -152585.625000 Penalty: 2642.938721
	Iteration 22Q: 3 clusters Score -152585.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -152594.187500 Penalty: 2642.938721
	Iteration 23Q: 3 clusters Score -152594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -152597.734375 Penalty: 2642.938721
	Iteration 24Q: 3 clusters Score -152597.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -152599.562500 Penalty: 2642.938721
	Iteration 25Q: 3 clusters Score -152599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -152604.312500 Penalty: 2642.938721
	Iteration 26Q: 3 clusters Score -152604.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -152608.468750 Penalty: 2642.938721
	Iteration 27Q: 3 clusters Score -152608.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -152609.296875 Penalty: 2642.938721
	Iteration 28Q: 3 clusters Score -152609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -152609.437500 Penalty: 2642.938721
	Iteration 29Q: 3 clusters Score -152609.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -152610.250000 Penalty: 2642.938721
	Iteration 30Q: 3 clusters Score -152610.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -152611.000000 Penalty: 2642.938721
	Iteration 31Q: 3 clusters Score -152611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -152611.000000 Penalty: 2642.938721
	Iteration 32F: 3 clusters Score -152611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 17523 members 
Mstep: Class 4 contains 8946 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 12668 members 
Mstep: Class 8 contains 324868 members 
Mstep: Class 9 contains 94448 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25526 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 1411 members 
Mstep: Class 18 contains 12535 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 30002 members 
Mstep: Class 21 contains 1991 members 
Entering Unmasked Estep 
Score: -28196370.000000 Penalty: 45319.121094
Splitting cluster 17 changes total score from -28196938.000000 to -28196370.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (12535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Entering Unmasked Estep 
Score: -583353.562500 Penalty: 1533.395508
	Iteration 0F: 2 clusters Score -583353.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -574590.312500 Penalty: 3066.791016
	Iteration 0F: 3 clusters Score -574590.3 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -577556.437500 Penalty: 3066.791016
	Iteration 1F: 3 clusters Score -577556.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -577821.687500 Penalty: 3066.791016
	Iteration 2F: 3 clusters Score -577821.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -578079.062500 Penalty: 3066.791016
	Iteration 3Q: 3 clusters Score -578079.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -578319.687500 Penalty: 3066.791016
	Iteration 4Q: 3 clusters Score -578319.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -578545.937500 Penalty: 3066.791016
	Iteration 5Q: 3 clusters Score -578545.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -578793.625000 Penalty: 3066.791016
	Iteration 6Q: 3 clusters Score -578793.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -579050.312500 Penalty: 3066.791016
	Iteration 7Q: 3 clusters Score -579050.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -579301.000000 Penalty: 3066.791016
	Iteration 8Q: 3 clusters Score -579301 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -579544.125000 Penalty: 3066.791016
	Iteration 9Q: 3 clusters Score -579544.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -579789.625000 Penalty: 3066.791016
	Iteration 10Q: 3 clusters Score -579789.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -580058.562500 Penalty: 3066.791016
	Iteration 11Q: 3 clusters Score -580058.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -580357.500000 Penalty: 3066.791016
	Iteration 12Q: 3 clusters Score -580357.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -580720.125000 Penalty: 3066.791016
	Iteration 13Q: 3 clusters Score -580720.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -581163.937500 Penalty: 3066.791016
	Iteration 14Q: 3 clusters Score -581163.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -581619.125000 Penalty: 3066.791016
	Iteration 15Q: 3 clusters Score -581619.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -581903.750000 Penalty: 3066.791016
	Iteration 16Q: 3 clusters Score -581903.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -582041.000000 Penalty: 3066.791016
	Iteration 17Q: 3 clusters Score -582041 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -582102.625000 Penalty: 3066.791016
	Iteration 18Q: 3 clusters Score -582102.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -582131.375000 Penalty: 3066.791016
	Iteration 19Q: 3 clusters Score -582131.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -582159.500000 Penalty: 3066.791016
	Iteration 20F: 3 clusters Score -582159.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -582186.125000 Penalty: 3066.791016
	Iteration 21Q: 3 clusters Score -582186.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -582200.500000 Penalty: 3066.791016
	Iteration 22Q: 3 clusters Score -582200.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -582209.937500 Penalty: 3066.791016
	Iteration 23Q: 3 clusters Score -582209.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -582215.125000 Penalty: 3066.791016
	Iteration 24Q: 3 clusters Score -582215.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -582218.312500 Penalty: 3066.791016
	Iteration 25Q: 3 clusters Score -582218.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -582225.812500 Penalty: 3066.791016
	Iteration 26Q: 3 clusters Score -582225.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -582230.187500 Penalty: 3066.791016
	Iteration 27Q: 3 clusters Score -582230.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -582233.937500 Penalty: 3066.791016
	Iteration 28Q: 3 clusters Score -582233.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -582237.812500 Penalty: 3066.791016
	Iteration 29Q: 3 clusters Score -582237.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -582239.062500 Penalty: 3066.791016
	Iteration 30Q: 3 clusters Score -582239.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -582241.937500 Penalty: 3066.791016
	Iteration 31Q: 3 clusters Score -582241.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -582243.062500 Penalty: 3066.791016
	Iteration 32Q: 3 clusters Score -582243.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -582246.625000 Penalty: 3066.791016
	Iteration 33Q: 3 clusters Score -582246.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -582249.625000 Penalty: 3066.791016
	Iteration 34Q: 3 clusters Score -582249.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -582252.562500 Penalty: 3066.791016
	Iteration 35Q: 3 clusters Score -582252.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -582254.687500 Penalty: 3066.791016
	Iteration 36Q: 3 clusters Score -582254.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -582255.250000 Penalty: 3066.791016
	Iteration 37Q: 3 clusters Score -582255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -582256.937500 Penalty: 3066.791016
	Iteration 38Q: 3 clusters Score -582256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -582257.375000 Penalty: 3066.791016
	Iteration 39Q: 3 clusters Score -582257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -582257.375000 Penalty: 3066.791016
	Iteration 40F: 3 clusters Score -582257.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -582259.187500 Penalty: 3066.791016
	Iteration 41Q: 3 clusters Score -582259.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -582258.875000 Penalty: 3066.791016
	Iteration 42Q: 3 clusters Score -582258.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -582258.000000 Penalty: 3066.791016
	Iteration 43Q: 3 clusters Score -582258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -582260.312500 Penalty: 3066.791016
	Iteration 44Q: 3 clusters Score -582260.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -582260.687500 Penalty: 3066.791016
	Iteration 45Q: 3 clusters Score -582260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -582261.187500 Penalty: 3066.791016
	Iteration 46Q: 3 clusters Score -582261.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -582261.500000 Penalty: 3066.791016
	Iteration 47Q: 3 clusters Score -582261.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -582262.875000 Penalty: 3066.791016
	Iteration 48Q: 3 clusters Score -582262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -582264.062500 Penalty: 3066.791016
	Iteration 49Q: 3 clusters Score -582264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -582264.437500 Penalty: 3066.791016
	Iteration 50Q: 3 clusters Score -582264.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -582265.187500 Penalty: 3066.791016
	Iteration 51Q: 3 clusters Score -582265.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -582265.687500 Penalty: 3066.791016
	Iteration 52Q: 3 clusters Score -582265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -582265.750000 Penalty: 3066.791016
	Iteration 53Q: 3 clusters Score -582265.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -582265.437500 Penalty: 3066.791016
	Iteration 54Q: 3 clusters Score -582265.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -582265.437500 Penalty: 3066.791016
	Iteration 55F: 3 clusters Score -582265.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Entering Unmasked Estep 
Score: -199740.593750 Penalty: 1382.836914
	Iteration 0F: 2 clusters Score -199740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -195724.515625 Penalty: 2765.673828
	Iteration 0F: 3 clusters Score -195724.5 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -196880.984375 Penalty: 2765.673828
	Iteration 1F: 3 clusters Score -196881 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -197102.484375 Penalty: 2765.673828
	Iteration 2F: 3 clusters Score -197102.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -197269.453125 Penalty: 2765.673828
	Iteration 3F: 3 clusters Score -197269.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -197398.093750 Penalty: 2765.673828
	Iteration 4Q: 3 clusters Score -197398.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -197501.843750 Penalty: 2765.673828
	Iteration 5Q: 3 clusters Score -197501.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -197592.984375 Penalty: 2765.673828
	Iteration 6Q: 3 clusters Score -197593 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -197669.578125 Penalty: 2765.673828
	Iteration 7Q: 3 clusters Score -197669.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -197746.687500 Penalty: 2765.673828
	Iteration 8Q: 3 clusters Score -197746.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -197817.843750 Penalty: 2765.673828
	Iteration 9Q: 3 clusters Score -197817.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -197885.140625 Penalty: 2765.673828
	Iteration 10Q: 3 clusters Score -197885.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -197937.468750 Penalty: 2765.673828
	Iteration 11Q: 3 clusters Score -197937.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -197990.531250 Penalty: 2765.673828
	Iteration 12Q: 3 clusters Score -197990.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -198040.750000 Penalty: 2765.673828
	Iteration 13Q: 3 clusters Score -198040.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -198080.562500 Penalty: 2765.673828
	Iteration 14Q: 3 clusters Score -198080.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -198123.984375 Penalty: 2765.673828
	Iteration 15Q: 3 clusters Score -198124 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -198159.062500 Penalty: 2765.673828
	Iteration 16Q: 3 clusters Score -198159.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -198183.296875 Penalty: 2765.673828
	Iteration 17Q: 3 clusters Score -198183.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -198204.234375 Penalty: 2765.673828
	Iteration 18Q: 3 clusters Score -198204.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -198220.140625 Penalty: 2765.673828
	Iteration 19Q: 3 clusters Score -198220.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -198232.500000 Penalty: 2765.673828
	Iteration 20F: 3 clusters Score -198232.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -198242.312500 Penalty: 2765.673828
	Iteration 21Q: 3 clusters Score -198242.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -198248.062500 Penalty: 2765.673828
	Iteration 22Q: 3 clusters Score -198248.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -198257.484375 Penalty: 2765.673828
	Iteration 23Q: 3 clusters Score -198257.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -198264.296875 Penalty: 2765.673828
	Iteration 24Q: 3 clusters Score -198264.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -198271.875000 Penalty: 2765.673828
	Iteration 25Q: 3 clusters Score -198271.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -198278.328125 Penalty: 2765.673828
	Iteration 26Q: 3 clusters Score -198278.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -198282.656250 Penalty: 2765.673828
	Iteration 27Q: 3 clusters Score -198282.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -198291.203125 Penalty: 2765.673828
	Iteration 28Q: 3 clusters Score -198291.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -198301.203125 Penalty: 2765.673828
	Iteration 29Q: 3 clusters Score -198301.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -198308.562500 Penalty: 2765.673828
	Iteration 30Q: 3 clusters Score -198308.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -198317.593750 Penalty: 2765.673828
	Iteration 31Q: 3 clusters Score -198317.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -198330.765625 Penalty: 2765.673828
	Iteration 32Q: 3 clusters Score -198330.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -198338.031250 Penalty: 2765.673828
	Iteration 33Q: 3 clusters Score -198338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -198348.796875 Penalty: 2765.673828
	Iteration 34Q: 3 clusters Score -198348.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -198359.234375 Penalty: 2765.673828
	Iteration 35Q: 3 clusters Score -198359.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -198370.390625 Penalty: 2765.673828
	Iteration 36Q: 3 clusters Score -198370.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -198382.156250 Penalty: 2765.673828
	Iteration 37Q: 3 clusters Score -198382.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -198390.531250 Penalty: 2765.673828
	Iteration 38Q: 3 clusters Score -198390.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -198397.890625 Penalty: 2765.673828
	Iteration 39Q: 3 clusters Score -198397.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -198404.984375 Penalty: 2765.673828
	Iteration 40F: 3 clusters Score -198405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -198410.609375 Penalty: 2765.673828
	Iteration 41Q: 3 clusters Score -198410.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -198418.687500 Penalty: 2765.673828
	Iteration 42Q: 3 clusters Score -198418.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -198426.937500 Penalty: 2765.673828
	Iteration 43Q: 3 clusters Score -198426.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -198435.156250 Penalty: 2765.673828
	Iteration 44Q: 3 clusters Score -198435.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -198440.312500 Penalty: 2765.673828
	Iteration 45Q: 3 clusters Score -198440.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -198444.546875 Penalty: 2765.673828
	Iteration 46Q: 3 clusters Score -198444.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -198446.468750 Penalty: 2765.673828
	Iteration 47Q: 3 clusters Score -198446.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -198447.953125 Penalty: 2765.673828
	Iteration 48Q: 3 clusters Score -198448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -198449.187500 Penalty: 2765.673828
	Iteration 49Q: 3 clusters Score -198449.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -198451.750000 Penalty: 2765.673828
	Iteration 50Q: 3 clusters Score -198451.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -198454.375000 Penalty: 2765.673828
	Iteration 51Q: 3 clusters Score -198454.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -198457.468750 Penalty: 2765.673828
	Iteration 52Q: 3 clusters Score -198457.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -198459.984375 Penalty: 2765.673828
	Iteration 53Q: 3 clusters Score -198460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -198461.140625 Penalty: 2765.673828
	Iteration 54Q: 3 clusters Score -198461.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -198461.843750 Penalty: 2765.673828
	Iteration 55Q: 3 clusters Score -198461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -198462.218750 Penalty: 2765.673828
	Iteration 56Q: 3 clusters Score -198462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -198462.218750 Penalty: 2765.673828
	Iteration 57F: 3 clusters Score -198462.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Entering Unmasked Estep 
Score: -1529378.250000 Penalty: 1675.215576
	Iteration 0F: 2 clusters Score -1529378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1509393.625000 Penalty: 3350.431152
	Iteration 0F: 3 clusters Score -1509394 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1516936.500000 Penalty: 3350.431152
	Iteration 1F: 3 clusters Score -1516936 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1517357.625000 Penalty: 3350.431152
	Iteration 2Q: 3 clusters Score -1517358 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1517802.500000 Penalty: 3350.431152
	Iteration 3Q: 3 clusters Score -1517802 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1518243.750000 Penalty: 3350.431152
	Iteration 4Q: 3 clusters Score -1518244 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -1518670.125000 Penalty: 3350.431152
	Iteration 5Q: 3 clusters Score -1518670 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -1519073.125000 Penalty: 3350.431152
	Iteration 6Q: 3 clusters Score -1519073 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1519442.000000 Penalty: 3350.431152
	Iteration 7Q: 3 clusters Score -1519442 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -1519750.500000 Penalty: 3350.431152
	Iteration 8Q: 3 clusters Score -1519750 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1520018.625000 Penalty: 3350.431152
	Iteration 9Q: 3 clusters Score -1520019 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1520249.125000 Penalty: 3350.431152
	Iteration 10Q: 3 clusters Score -1520249 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -1520475.125000 Penalty: 3350.431152
	Iteration 11Q: 3 clusters Score -1520475 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1520682.125000 Penalty: 3350.431152
	Iteration 12Q: 3 clusters Score -1520682 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1520918.875000 Penalty: 3350.431152
	Iteration 13Q: 3 clusters Score -1520919 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -1521171.375000 Penalty: 3350.431152
	Iteration 14Q: 3 clusters Score -1521171 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -1521442.875000 Penalty: 3350.431152
	Iteration 15Q: 3 clusters Score -1521443 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -1521776.250000 Penalty: 3350.431152
	Iteration 16Q: 3 clusters Score -1521776 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -1522175.125000 Penalty: 3350.431152
	Iteration 17Q: 3 clusters Score -1522175 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -1522615.750000 Penalty: 3350.431152
	Iteration 18Q: 3 clusters Score -1522616 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -1523099.750000 Penalty: 3350.431152
	Iteration 19Q: 3 clusters Score -1523100 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -1523630.625000 Penalty: 3350.431152
	Iteration 20F: 3 clusters Score -1523631 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -1524278.250000 Penalty: 3350.431152
	Iteration 21Q: 3 clusters Score -1524278 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -1524980.250000 Penalty: 3350.431152
	Iteration 22Q: 3 clusters Score -1524980 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -1525653.750000 Penalty: 3350.431152
	Iteration 23Q: 3 clusters Score -1525654 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -1526348.875000 Penalty: 3350.431152
	Iteration 24Q: 3 clusters Score -1526349 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -1526901.375000 Penalty: 3350.431152
	Iteration 25Q: 3 clusters Score -1526901 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -1527260.625000 Penalty: 3350.431152
	Iteration 26Q: 3 clusters Score -1527261 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -1527498.000000 Penalty: 3350.431152
	Iteration 27Q: 3 clusters Score -1527498 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -1527642.875000 Penalty: 3350.431152
	Iteration 28Q: 3 clusters Score -1527643 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -1527726.500000 Penalty: 3350.431152
	Iteration 29Q: 3 clusters Score -1527726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -1527794.625000 Penalty: 3350.431152
	Iteration 30Q: 3 clusters Score -1527795 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -1527841.500000 Penalty: 3350.431152
	Iteration 31Q: 3 clusters Score -1527842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -1527872.500000 Penalty: 3350.431152
	Iteration 32Q: 3 clusters Score -1527872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -1527895.625000 Penalty: 3350.431152
	Iteration 33Q: 3 clusters Score -1527896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -1527907.500000 Penalty: 3350.431152
	Iteration 34Q: 3 clusters Score -1527908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -1527916.375000 Penalty: 3350.431152
	Iteration 35Q: 3 clusters Score -1527916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -1527925.000000 Penalty: 3350.431152
	Iteration 36Q: 3 clusters Score -1527925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -1527930.375000 Penalty: 3350.431152
	Iteration 37Q: 3 clusters Score -1527930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -1527930.875000 Penalty: 3350.431152
	Iteration 38Q: 3 clusters Score -1527931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -1527933.500000 Penalty: 3350.431152
	Iteration 39Q: 3 clusters Score -1527934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -1527933.500000 Penalty: 3350.431152
	Iteration 40F: 3 clusters Score -1527934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 17523 members 
Mstep: Class 4 contains 8946 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 12668 members 
Mstep: Class 8 contains 324868 members 
Mstep: Class 9 contains 94448 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25526 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12535 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 30002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196938.000000 Penalty: 43161.070312
Iteration 279Q: 21 clusters Score -2.819694e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 11975 members 
Mstep: Class 3 contains 17515 members 
Mstep: Class 4 contains 8952 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9848 members 
Mstep: Class 7 contains 12665 members 
Mstep: Class 8 contains 324951 members 
Mstep: Class 9 contains 94423 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25466 members 
Mstep: Class 16 contains 2506 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12537 members 
Mstep: Class 19 contains 4963 members 
Mstep: Class 20 contains 30007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196922.000000 Penalty: 43161.070312
Iteration 280F: 21 clusters Score -2.819692e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 17512 members 
Mstep: Class 4 contains 8953 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9849 members 
Mstep: Class 7 contains 12659 members 
Mstep: Class 8 contains 325047 members 
Mstep: Class 9 contains 94398 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25397 members 
Mstep: Class 16 contains 2504 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12537 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 30011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196938.000000 Penalty: 43161.070312
Iteration 281Q: 21 clusters Score -2.819694e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17511 members 
Mstep: Class 4 contains 8957 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9849 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 325152 members 
Mstep: Class 9 contains 94371 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25322 members 
Mstep: Class 16 contains 2503 members 
Mstep: Class 17 contains 3402 members 
Mstep: Class 18 contains 12538 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 30011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196940.000000 Penalty: 43161.070312
Iteration 282Q: 21 clusters Score -2.819694e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17506 members 
Mstep: Class 4 contains 8962 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9849 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 325254 members 
Mstep: Class 9 contains 94345 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25256 members 
Mstep: Class 16 contains 2504 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 12538 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 30011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196938.000000 Penalty: 43161.070312
Iteration 283Q: 21 clusters Score -2.819694e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 17501 members 
Mstep: Class 4 contains 8964 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9849 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 325346 members 
Mstep: Class 9 contains 94314 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25202 members 
Mstep: Class 16 contains 2504 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 12539 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 30017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196940.000000 Penalty: 43161.070312
Iteration 284Q: 21 clusters Score -2.819694e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 17500 members 
Mstep: Class 4 contains 8961 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9850 members 
Mstep: Class 7 contains 12651 members 
Mstep: Class 8 contains 325431 members 
Mstep: Class 9 contains 94304 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25132 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 12540 members 
Mstep: Class 19 contains 4961 members 
Mstep: Class 20 contains 30022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196990.000000 Penalty: 43161.070312
Iteration 285Q: 21 clusters Score -2.819699e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17498 members 
Mstep: Class 4 contains 8962 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9850 members 
Mstep: Class 7 contains 12645 members 
Mstep: Class 8 contains 325518 members 
Mstep: Class 9 contains 94290 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25069 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 12540 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 30028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196974.000000 Penalty: 43161.070312
Iteration 286Q: 21 clusters Score -2.819697e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 17496 members 
Mstep: Class 4 contains 8963 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9851 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 325587 members 
Mstep: Class 9 contains 94280 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 25011 members 
Mstep: Class 16 contains 2507 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 12540 members 
Mstep: Class 19 contains 4957 members 
Mstep: Class 20 contains 30035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197036.000000 Penalty: 43161.070312
Iteration 287Q: 21 clusters Score -2.819704e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 17494 members 
Mstep: Class 4 contains 8966 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 325641 members 
Mstep: Class 9 contains 94271 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24964 members 
Mstep: Class 16 contains 2512 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12540 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 30036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197012.000000 Penalty: 43161.070312
Iteration 288Q: 21 clusters Score -2.819701e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17488 members 
Mstep: Class 4 contains 8971 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9853 members 
Mstep: Class 7 contains 12638 members 
Mstep: Class 8 contains 325688 members 
Mstep: Class 9 contains 94267 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24922 members 
Mstep: Class 16 contains 2517 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12541 members 
Mstep: Class 19 contains 4951 members 
Mstep: Class 20 contains 30042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196992.000000 Penalty: 43161.070312
Iteration 289Q: 21 clusters Score -2.819699e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 11980 members 
Mstep: Class 3 contains 17482 members 
Mstep: Class 4 contains 8972 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9853 members 
Mstep: Class 7 contains 12640 members 
Mstep: Class 8 contains 325737 members 
Mstep: Class 9 contains 94256 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24882 members 
Mstep: Class 16 contains 2519 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12542 members 
Mstep: Class 19 contains 4949 members 
Mstep: Class 20 contains 30049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197008.000000 Penalty: 43161.070312
Iteration 290Q: 21 clusters Score -2.819701e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 11980 members 
Mstep: Class 3 contains 17478 members 
Mstep: Class 4 contains 8975 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12641 members 
Mstep: Class 8 contains 325775 members 
Mstep: Class 9 contains 94242 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24848 members 
Mstep: Class 16 contains 2520 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12542 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 30061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197030.000000 Penalty: 43161.070312
Iteration 291Q: 21 clusters Score -2.819703e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 11980 members 
Mstep: Class 3 contains 17468 members 
Mstep: Class 4 contains 8981 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12640 members 
Mstep: Class 8 contains 325799 members 
Mstep: Class 9 contains 94236 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24825 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12543 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 30073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196990.000000 Penalty: 43161.070312
Iteration 292Q: 21 clusters Score -2.819699e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 11980 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12638 members 
Mstep: Class 8 contains 325830 members 
Mstep: Class 9 contains 94232 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24804 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12547 members 
Mstep: Class 19 contains 4949 members 
Mstep: Class 20 contains 30081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196998.000000 Penalty: 43161.070312
Iteration 293Q: 21 clusters Score -2.8197e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17440 members 
Mstep: Class 4 contains 8984 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12640 members 
Mstep: Class 8 contains 325861 members 
Mstep: Class 9 contains 94226 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24779 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12549 members 
Mstep: Class 19 contains 4950 members 
Mstep: Class 20 contains 30093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196992.000000 Penalty: 43161.070312
Iteration 294Q: 21 clusters Score -2.819699e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17425 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12642 members 
Mstep: Class 8 contains 325904 members 
Mstep: Class 9 contains 94217 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24745 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12551 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 30100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197000.000000 Penalty: 43161.070312
Iteration 295Q: 21 clusters Score -2.8197e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 17414 members 
Mstep: Class 4 contains 8993 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12639 members 
Mstep: Class 8 contains 325950 members 
Mstep: Class 9 contains 94203 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24716 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12556 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 30105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197018.000000 Penalty: 43161.070312
Iteration 296Q: 21 clusters Score -2.819702e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17398 members 
Mstep: Class 4 contains 8992 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12640 members 
Mstep: Class 8 contains 325978 members 
Mstep: Class 9 contains 94198 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24697 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 30113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197026.000000 Penalty: 43161.070312
Iteration 297Q: 21 clusters Score -2.819703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17388 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12638 members 
Mstep: Class 8 contains 325997 members 
Mstep: Class 9 contains 94193 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1414 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24682 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12563 members 
Mstep: Class 19 contains 4949 members 
Mstep: Class 20 contains 30124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197056.000000 Penalty: 43161.070312
Iteration 298Q: 21 clusters Score -2.819706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 17381 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 326015 members 
Mstep: Class 9 contains 94181 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24675 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12566 members 
Mstep: Class 19 contains 4948 members 
Mstep: Class 20 contains 30132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197088.000000 Penalty: 43161.070312
Iteration 299Q: 21 clusters Score -2.819709e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17370 members 
Mstep: Class 4 contains 8988 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 326046 members 
Mstep: Class 9 contains 94170 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24660 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12569 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 20 contains 30138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197096.000000 Penalty: 43161.070312
Iteration 300F: 21 clusters Score -2.81971e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17366 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 326065 members 
Mstep: Class 9 contains 94166 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24647 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12570 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 20 contains 30144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197102.000000 Penalty: 43161.070312
Iteration 301Q: 21 clusters Score -2.81971e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17362 members 
Mstep: Class 4 contains 8981 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 326080 members 
Mstep: Class 9 contains 94160 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24640 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12571 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 30147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197106.000000 Penalty: 43161.070312
Iteration 302Q: 21 clusters Score -2.819711e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17357 members 
Mstep: Class 4 contains 8982 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 326095 members 
Mstep: Class 9 contains 94154 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24630 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 12572 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 30151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197136.000000 Penalty: 43161.070312
Iteration 303Q: 21 clusters Score -2.819714e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17350 members 
Mstep: Class 4 contains 8982 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 326118 members 
Mstep: Class 9 contains 94149 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24613 members 
Mstep: Class 16 contains 2524 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 12571 members 
Mstep: Class 19 contains 4947 members 
Mstep: Class 20 contains 30156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197152.000000 Penalty: 43161.070312
Iteration 304Q: 21 clusters Score -2.819715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17343 members 
Mstep: Class 4 contains 8986 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 326131 members 
Mstep: Class 9 contains 94148 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24602 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 12571 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 30162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197174.000000 Penalty: 43161.070312
Iteration 305Q: 21 clusters Score -2.819717e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17332 members 
Mstep: Class 4 contains 8993 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12637 members 
Mstep: Class 8 contains 326141 members 
Mstep: Class 9 contains 94146 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24593 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 12570 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 30169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197180.000000 Penalty: 43161.070312
Iteration 306Q: 21 clusters Score -2.819718e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 11979 members 
Mstep: Class 3 contains 17323 members 
Mstep: Class 4 contains 8988 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 326156 members 
Mstep: Class 9 contains 94144 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24584 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 12568 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 30181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197188.000000 Penalty: 43161.070312
Iteration 307Q: 21 clusters Score -2.819719e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 17318 members 
Mstep: Class 4 contains 8984 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12634 members 
Mstep: Class 8 contains 326166 members 
Mstep: Class 9 contains 94137 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24575 members 
Mstep: Class 16 contains 2522 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 12569 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 30195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197180.000000 Penalty: 43161.070312
Iteration 308Q: 21 clusters Score -2.819718e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 17313 members 
Mstep: Class 4 contains 8982 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12635 members 
Mstep: Class 8 contains 326183 members 
Mstep: Class 9 contains 94131 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1406 members 
Mstep: Class 15 contains 24555 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 12572 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 30211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197204.000000 Penalty: 43161.070312
Iteration 309Q: 21 clusters Score -2.81972e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 17306 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12637 members 
Mstep: Class 8 contains 326203 members 
Mstep: Class 9 contains 94127 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24537 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 12574 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 30219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197156.000000 Penalty: 43161.070312
Iteration 310Q: 21 clusters Score -2.819716e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 17304 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9854 members 
Mstep: Class 7 contains 12637 members 
Mstep: Class 8 contains 326226 members 
Mstep: Class 9 contains 94121 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24518 members 
Mstep: Class 16 contains 2520 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 12575 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 30226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197190.000000 Penalty: 43161.070312
Iteration 311Q: 21 clusters Score -2.819719e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17300 members 
Mstep: Class 4 contains 8983 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9855 members 
Mstep: Class 7 contains 12636 members 
Mstep: Class 8 contains 326244 members 
Mstep: Class 9 contains 94113 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24502 members 
Mstep: Class 16 contains 2520 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 12575 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 30237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197156.000000 Penalty: 43161.070312
Iteration 312Q: 21 clusters Score -2.819716e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17296 members 
Mstep: Class 4 contains 8985 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9856 members 
Mstep: Class 7 contains 12634 members 
Mstep: Class 8 contains 326264 members 
Mstep: Class 9 contains 94101 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24489 members 
Mstep: Class 16 contains 2520 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 12575 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 30247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197150.000000 Penalty: 43161.070312
Iteration 313Q: 21 clusters Score -2.819715e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 11970 members 
Mstep: Class 3 contains 17290 members 
Mstep: Class 4 contains 8986 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9859 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 326289 members 
Mstep: Class 9 contains 94096 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24472 members 
Mstep: Class 16 contains 2519 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 12575 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 30257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197138.000000 Penalty: 43161.070312
Iteration 314Q: 21 clusters Score -2.819714e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 11973 members 
Mstep: Class 3 contains 17282 members 
Mstep: Class 4 contains 8981 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9858 members 
Mstep: Class 7 contains 12629 members 
Mstep: Class 8 contains 326323 members 
Mstep: Class 9 contains 94087 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24454 members 
Mstep: Class 16 contains 2517 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 12578 members 
Mstep: Class 19 contains 4945 members 
Mstep: Class 20 contains 30266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197146.000000 Penalty: 43161.070312
Iteration 315Q: 21 clusters Score -2.819715e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17274 members 
Mstep: Class 4 contains 8984 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9858 members 
Mstep: Class 7 contains 12628 members 
Mstep: Class 8 contains 326350 members 
Mstep: Class 9 contains 94074 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24443 members 
Mstep: Class 16 contains 2514 members 
Mstep: Class 17 contains 3398 members 
Mstep: Class 18 contains 12578 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 30274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197140.000000 Penalty: 43161.070312
Iteration 316Q: 21 clusters Score -2.819714e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17266 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9858 members 
Mstep: Class 7 contains 12623 members 
Mstep: Class 8 contains 326368 members 
Mstep: Class 9 contains 94067 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24429 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12579 members 
Mstep: Class 19 contains 4949 members 
Mstep: Class 20 contains 30282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197108.000000 Penalty: 43161.070312
Iteration 317Q: 21 clusters Score -2.819711e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17260 members 
Mstep: Class 4 contains 8996 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9858 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 326393 members 
Mstep: Class 9 contains 94061 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24414 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12580 members 
Mstep: Class 19 contains 4951 members 
Mstep: Class 20 contains 30286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197124.000000 Penalty: 43161.070312
Iteration 318Q: 21 clusters Score -2.819712e+07 nChanged 52
Entering ConstructFrom: 
Score: -28197124.000000 Penalty: 43161.070312
Entering ConstructFrom: 
Trying to split cluster 1 (16835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Entering Unmasked Estep 
Score: -854524.000000 Penalty: 1581.322510
	Iteration 0F: 2 clusters Score -854524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -842984.375000 Penalty: 3162.645020
	Iteration 0F: 3 clusters Score -842984.4 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -847023.312500 Penalty: 3162.645020
	Iteration 1F: 3 clusters Score -847023.3 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -847340.687500 Penalty: 3162.645020
	Iteration 2F: 3 clusters Score -847340.7 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -847644.875000 Penalty: 3162.645020
	Iteration 3Q: 3 clusters Score -847644.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -848024.687500 Penalty: 3162.645020
	Iteration 4Q: 3 clusters Score -848024.7 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -848502.562500 Penalty: 3162.645020
	Iteration 5F: 3 clusters Score -848502.6 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -849158.062500 Penalty: 3162.645020
	Iteration 6F: 3 clusters Score -849158.1 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -849983.750000 Penalty: 3162.645020
	Iteration 7F: 3 clusters Score -849983.8 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -850923.312500 Penalty: 3162.645020
	Iteration 8F: 3 clusters Score -850923.3 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -851692.562500 Penalty: 3162.645020
	Iteration 9F: 3 clusters Score -851692.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -852183.812500 Penalty: 3162.645020
	Iteration 10Q: 3 clusters Score -852183.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -852528.125000 Penalty: 3162.645020
	Iteration 11Q: 3 clusters Score -852528.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -852783.187500 Penalty: 3162.645020
	Iteration 12Q: 3 clusters Score -852783.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -852916.062500 Penalty: 3162.645020
	Iteration 13Q: 3 clusters Score -852916.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -852982.937500 Penalty: 3162.645020
	Iteration 14Q: 3 clusters Score -852982.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -853033.250000 Penalty: 3162.645020
	Iteration 15Q: 3 clusters Score -853033.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -853061.250000 Penalty: 3162.645020
	Iteration 16Q: 3 clusters Score -853061.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -853082.812500 Penalty: 3162.645020
	Iteration 17Q: 3 clusters Score -853082.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -853098.750000 Penalty: 3162.645020
	Iteration 18Q: 3 clusters Score -853098.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -853111.187500 Penalty: 3162.645020
	Iteration 19Q: 3 clusters Score -853111.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -853124.812500 Penalty: 3162.645020
	Iteration 20F: 3 clusters Score -853124.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -853132.812500 Penalty: 3162.645020
	Iteration 21Q: 3 clusters Score -853132.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -853141.437500 Penalty: 3162.645020
	Iteration 22Q: 3 clusters Score -853141.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -853154.000000 Penalty: 3162.645020
	Iteration 23Q: 3 clusters Score -853154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -853163.312500 Penalty: 3162.645020
	Iteration 24Q: 3 clusters Score -853163.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -853171.875000 Penalty: 3162.645020
	Iteration 25Q: 3 clusters Score -853171.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -853184.125000 Penalty: 3162.645020
	Iteration 26Q: 3 clusters Score -853184.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -853197.750000 Penalty: 3162.645020
	Iteration 27Q: 3 clusters Score -853197.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -853207.875000 Penalty: 3162.645020
	Iteration 28Q: 3 clusters Score -853207.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -853211.187500 Penalty: 3162.645020
	Iteration 29Q: 3 clusters Score -853211.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -853221.937500 Penalty: 3162.645020
	Iteration 30Q: 3 clusters Score -853221.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -853227.812500 Penalty: 3162.645020
	Iteration 31Q: 3 clusters Score -853227.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -853233.375000 Penalty: 3162.645020
	Iteration 32Q: 3 clusters Score -853233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -853235.250000 Penalty: 3162.645020
	Iteration 33Q: 3 clusters Score -853235.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -853237.875000 Penalty: 3162.645020
	Iteration 34Q: 3 clusters Score -853237.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -853240.562500 Penalty: 3162.645020
	Iteration 35Q: 3 clusters Score -853240.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -853244.500000 Penalty: 3162.645020
	Iteration 36Q: 3 clusters Score -853244.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -853250.687500 Penalty: 3162.645020
	Iteration 37Q: 3 clusters Score -853250.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -853255.562500 Penalty: 3162.645020
	Iteration 38Q: 3 clusters Score -853255.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -853256.750000 Penalty: 3162.645020
	Iteration 39Q: 3 clusters Score -853256.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -853261.000000 Penalty: 3162.645020
	Iteration 40F: 3 clusters Score -853261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Entering Unmasked Estep 
Score: -606470.187500 Penalty: 1525.927856
	Iteration 0F: 2 clusters Score -606470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -598035.000000 Penalty: 3051.855713
	Iteration 0F: 3 clusters Score -598035 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -600931.000000 Penalty: 3051.855713
	Iteration 1F: 3 clusters Score -600931 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -601248.562500 Penalty: 3051.855713
	Iteration 2F: 3 clusters Score -601248.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -601550.750000 Penalty: 3051.855713
	Iteration 3F: 3 clusters Score -601550.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -601855.375000 Penalty: 3051.855713
	Iteration 4Q: 3 clusters Score -601855.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -602200.562500 Penalty: 3051.855713
	Iteration 5Q: 3 clusters Score -602200.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -602605.875000 Penalty: 3051.855713
	Iteration 6F: 3 clusters Score -602605.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -603019.250000 Penalty: 3051.855713
	Iteration 7Q: 3 clusters Score -603019.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -603472.125000 Penalty: 3051.855713
	Iteration 8Q: 3 clusters Score -603472.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -603854.187500 Penalty: 3051.855713
	Iteration 9Q: 3 clusters Score -603854.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -604127.250000 Penalty: 3051.855713
	Iteration 10Q: 3 clusters Score -604127.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -604309.375000 Penalty: 3051.855713
	Iteration 11Q: 3 clusters Score -604309.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -604431.000000 Penalty: 3051.855713
	Iteration 12Q: 3 clusters Score -604431 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -604540.937500 Penalty: 3051.855713
	Iteration 13Q: 3 clusters Score -604540.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -604645.687500 Penalty: 3051.855713
	Iteration 14Q: 3 clusters Score -604645.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -604730.625000 Penalty: 3051.855713
	Iteration 15Q: 3 clusters Score -604730.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -604814.375000 Penalty: 3051.855713
	Iteration 16Q: 3 clusters Score -604814.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -604887.312500 Penalty: 3051.855713
	Iteration 17Q: 3 clusters Score -604887.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -604953.750000 Penalty: 3051.855713
	Iteration 18Q: 3 clusters Score -604953.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -605012.437500 Penalty: 3051.855713
	Iteration 19Q: 3 clusters Score -605012.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -605065.875000 Penalty: 3051.855713
	Iteration 20F: 3 clusters Score -605065.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -605116.500000 Penalty: 3051.855713
	Iteration 21Q: 3 clusters Score -605116.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -605160.875000 Penalty: 3051.855713
	Iteration 22Q: 3 clusters Score -605160.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -605193.812500 Penalty: 3051.855713
	Iteration 23Q: 3 clusters Score -605193.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -605220.812500 Penalty: 3051.855713
	Iteration 24Q: 3 clusters Score -605220.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -605258.125000 Penalty: 3051.855713
	Iteration 25Q: 3 clusters Score -605258.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -605273.625000 Penalty: 3051.855713
	Iteration 26Q: 3 clusters Score -605273.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -605289.000000 Penalty: 3051.855713
	Iteration 27Q: 3 clusters Score -605289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -605301.937500 Penalty: 3051.855713
	Iteration 28Q: 3 clusters Score -605301.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -605311.312500 Penalty: 3051.855713
	Iteration 29Q: 3 clusters Score -605311.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -605319.250000 Penalty: 3051.855713
	Iteration 30Q: 3 clusters Score -605319.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -605322.750000 Penalty: 3051.855713
	Iteration 31Q: 3 clusters Score -605322.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -605325.875000 Penalty: 3051.855713
	Iteration 32Q: 3 clusters Score -605325.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -605330.000000 Penalty: 3051.855713
	Iteration 33Q: 3 clusters Score -605330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -605333.687500 Penalty: 3051.855713
	Iteration 34Q: 3 clusters Score -605333.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -605337.625000 Penalty: 3051.855713
	Iteration 35Q: 3 clusters Score -605337.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -605339.250000 Penalty: 3051.855713
	Iteration 36Q: 3 clusters Score -605339.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -605338.750000 Penalty: 3051.855713
	Iteration 37Q: 3 clusters Score -605338.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -605339.875000 Penalty: 3051.855713
	Iteration 38Q: 3 clusters Score -605339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -605341.750000 Penalty: 3051.855713
	Iteration 39Q: 3 clusters Score -605341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -605342.062500 Penalty: 3051.855713
	Iteration 40F: 3 clusters Score -605342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -605343.062500 Penalty: 3051.855713
	Iteration 41Q: 3 clusters Score -605343.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -605342.375000 Penalty: 3051.855713
	Iteration 42Q: 3 clusters Score -605342.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -605343.750000 Penalty: 3051.855713
	Iteration 43Q: 3 clusters Score -605343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -605344.062500 Penalty: 3051.855713
	Iteration 44Q: 3 clusters Score -605344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -605344.062500 Penalty: 3051.855713
	Iteration 45F: 3 clusters Score -605344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Entering Unmasked Estep 
Score: -840384.562500 Penalty: 1585.279785
	Iteration 0F: 2 clusters Score -840384.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -828518.312500 Penalty: 3170.559570
	Iteration 0F: 3 clusters Score -828518.3 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -832677.062500 Penalty: 3170.559570
	Iteration 1F: 3 clusters Score -832677.1 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -833029.750000 Penalty: 3170.559570
	Iteration 2F: 3 clusters Score -833029.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -833414.687500 Penalty: 3170.559570
	Iteration 3Q: 3 clusters Score -833414.7 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -833868.750000 Penalty: 3170.559570
	Iteration 4Q: 3 clusters Score -833868.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -834420.437500 Penalty: 3170.559570
	Iteration 5F: 3 clusters Score -834420.4 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -835056.500000 Penalty: 3170.559570
	Iteration 6F: 3 clusters Score -835056.5 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -835693.250000 Penalty: 3170.559570
	Iteration 7F: 3 clusters Score -835693.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -836248.312500 Penalty: 3170.559570
	Iteration 8Q: 3 clusters Score -836248.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -836686.062500 Penalty: 3170.559570
	Iteration 9Q: 3 clusters Score -836686.1 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -837053.562500 Penalty: 3170.559570
	Iteration 10Q: 3 clusters Score -837053.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -837324.375000 Penalty: 3170.559570
	Iteration 11Q: 3 clusters Score -837324.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -837555.125000 Penalty: 3170.559570
	Iteration 12Q: 3 clusters Score -837555.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -837735.562500 Penalty: 3170.559570
	Iteration 13Q: 3 clusters Score -837735.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -837882.812500 Penalty: 3170.559570
	Iteration 14Q: 3 clusters Score -837882.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -837998.500000 Penalty: 3170.559570
	Iteration 15Q: 3 clusters Score -837998.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -838108.000000 Penalty: 3170.559570
	Iteration 16Q: 3 clusters Score -838108 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -838214.937500 Penalty: 3170.559570
	Iteration 17Q: 3 clusters Score -838214.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -838312.687500 Penalty: 3170.559570
	Iteration 18Q: 3 clusters Score -838312.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -838404.062500 Penalty: 3170.559570
	Iteration 19Q: 3 clusters Score -838404.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -838485.750000 Penalty: 3170.559570
	Iteration 20F: 3 clusters Score -838485.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -838551.500000 Penalty: 3170.559570
	Iteration 21Q: 3 clusters Score -838551.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -838621.312500 Penalty: 3170.559570
	Iteration 22Q: 3 clusters Score -838621.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -838694.187500 Penalty: 3170.559570
	Iteration 23Q: 3 clusters Score -838694.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -838749.812500 Penalty: 3170.559570
	Iteration 24Q: 3 clusters Score -838749.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -838793.250000 Penalty: 3170.559570
	Iteration 25Q: 3 clusters Score -838793.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -838830.687500 Penalty: 3170.559570
	Iteration 26Q: 3 clusters Score -838830.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -838856.875000 Penalty: 3170.559570
	Iteration 27Q: 3 clusters Score -838856.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -838888.562500 Penalty: 3170.559570
	Iteration 28Q: 3 clusters Score -838888.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -838913.687500 Penalty: 3170.559570
	Iteration 29Q: 3 clusters Score -838913.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -838943.625000 Penalty: 3170.559570
	Iteration 30Q: 3 clusters Score -838943.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -838967.625000 Penalty: 3170.559570
	Iteration 31Q: 3 clusters Score -838967.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -838981.500000 Penalty: 3170.559570
	Iteration 32Q: 3 clusters Score -838981.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -839002.937500 Penalty: 3170.559570
	Iteration 33Q: 3 clusters Score -839002.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -839022.312500 Penalty: 3170.559570
	Iteration 34Q: 3 clusters Score -839022.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -839038.437500 Penalty: 3170.559570
	Iteration 35Q: 3 clusters Score -839038.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -839049.125000 Penalty: 3170.559570
	Iteration 36Q: 3 clusters Score -839049.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -839066.375000 Penalty: 3170.559570
	Iteration 37Q: 3 clusters Score -839066.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -839076.687500 Penalty: 3170.559570
	Iteration 38Q: 3 clusters Score -839076.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -839089.437500 Penalty: 3170.559570
	Iteration 39Q: 3 clusters Score -839089.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -839100.187500 Penalty: 3170.559570
	Iteration 40F: 3 clusters Score -839100.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -839110.937500 Penalty: 3170.559570
	Iteration 41Q: 3 clusters Score -839110.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -839122.625000 Penalty: 3170.559570
	Iteration 42Q: 3 clusters Score -839122.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -839133.750000 Penalty: 3170.559570
	Iteration 43Q: 3 clusters Score -839133.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -839143.250000 Penalty: 3170.559570
	Iteration 44Q: 3 clusters Score -839143.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -839153.125000 Penalty: 3170.559570
	Iteration 45Q: 3 clusters Score -839153.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -839162.250000 Penalty: 3170.559570
	Iteration 46Q: 3 clusters Score -839162.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -839167.562500 Penalty: 3170.559570
	Iteration 47Q: 3 clusters Score -839167.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -839174.312500 Penalty: 3170.559570
	Iteration 48Q: 3 clusters Score -839174.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -839182.125000 Penalty: 3170.559570
	Iteration 49Q: 3 clusters Score -839182.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -839185.062500 Penalty: 3170.559570
	Iteration 50Q: 3 clusters Score -839185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -839185.312500 Penalty: 3170.559570
	Iteration 51Q: 3 clusters Score -839185.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -839188.937500 Penalty: 3170.559570
	Iteration 52Q: 3 clusters Score -839188.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -839192.750000 Penalty: 3170.559570
	Iteration 53Q: 3 clusters Score -839192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -839194.687500 Penalty: 3170.559570
	Iteration 54Q: 3 clusters Score -839194.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -839198.437500 Penalty: 3170.559570
	Iteration 55Q: 3 clusters Score -839198.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -839200.812500 Penalty: 3170.559570
	Iteration 56Q: 3 clusters Score -839200.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -839202.562500 Penalty: 3170.559570
	Iteration 57Q: 3 clusters Score -839202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -839203.562500 Penalty: 3170.559570
	Iteration 58Q: 3 clusters Score -839203.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -839204.312500 Penalty: 3170.559570
	Iteration 59Q: 3 clusters Score -839204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -839205.562500 Penalty: 3170.559570
	Iteration 60F: 3 clusters Score -839205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -839205.562500 Penalty: 3170.559570
	Iteration 61Q: 3 clusters Score -839205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -839206.437500 Penalty: 3170.559570
	Iteration 62Q: 3 clusters Score -839206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -839207.375000 Penalty: 3170.559570
	Iteration 63Q: 3 clusters Score -839207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -839207.437500 Penalty: 3170.559570
	Iteration 64Q: 3 clusters Score -839207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -839208.062500 Penalty: 3170.559570
	Iteration 65Q: 3 clusters Score -839208.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -839207.562500 Penalty: 3170.559570
	Iteration 66Q: 3 clusters Score -839207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -839207.687500 Penalty: 3170.559570
	Iteration 67Q: 3 clusters Score -839207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -839209.187500 Penalty: 3170.559570
	Iteration 68Q: 3 clusters Score -839209.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -839211.250000 Penalty: 3170.559570
	Iteration 69Q: 3 clusters Score -839211.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -839212.875000 Penalty: 3170.559570
	Iteration 70Q: 3 clusters Score -839212.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -839212.937500 Penalty: 3170.559570
	Iteration 71Q: 3 clusters Score -839212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -839212.937500 Penalty: 3170.559570
	Iteration 72F: 3 clusters Score -839212.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Entering Unmasked Estep 
Score: -436662.218750 Penalty: 1479.541138
	Iteration 0F: 2 clusters Score -436662.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -430133.000000 Penalty: 2959.082275
	Iteration 0F: 3 clusters Score -430133 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -432232.656250 Penalty: 2959.082275
	Iteration 1F: 3 clusters Score -432232.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -432478.875000 Penalty: 2959.082275
	Iteration 2F: 3 clusters Score -432478.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -432723.218750 Penalty: 2959.082275
	Iteration 3F: 3 clusters Score -432723.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -432951.937500 Penalty: 2959.082275
	Iteration 4Q: 3 clusters Score -432951.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -433160.968750 Penalty: 2959.082275
	Iteration 5Q: 3 clusters Score -433161 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -433373.843750 Penalty: 2959.082275
	Iteration 6Q: 3 clusters Score -433373.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -433609.500000 Penalty: 2959.082275
	Iteration 7Q: 3 clusters Score -433609.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -433873.343750 Penalty: 2959.082275
	Iteration 8Q: 3 clusters Score -433873.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -434190.500000 Penalty: 2959.082275
	Iteration 9Q: 3 clusters Score -434190.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -434482.937500 Penalty: 2959.082275
	Iteration 10Q: 3 clusters Score -434482.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -434742.156250 Penalty: 2959.082275
	Iteration 11Q: 3 clusters Score -434742.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -434956.250000 Penalty: 2959.082275
	Iteration 12Q: 3 clusters Score -434956.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -435109.375000 Penalty: 2959.082275
	Iteration 13Q: 3 clusters Score -435109.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -435214.406250 Penalty: 2959.082275
	Iteration 14Q: 3 clusters Score -435214.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -435273.218750 Penalty: 2959.082275
	Iteration 15Q: 3 clusters Score -435273.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -435319.406250 Penalty: 2959.082275
	Iteration 16Q: 3 clusters Score -435319.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -435358.718750 Penalty: 2959.082275
	Iteration 17Q: 3 clusters Score -435358.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -435382.875000 Penalty: 2959.082275
	Iteration 18Q: 3 clusters Score -435382.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -435398.562500 Penalty: 2959.082275
	Iteration 19Q: 3 clusters Score -435398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -435405.406250 Penalty: 2959.082275
	Iteration 20F: 3 clusters Score -435405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -435409.250000 Penalty: 2959.082275
	Iteration 21Q: 3 clusters Score -435409.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -435409.937500 Penalty: 2959.082275
	Iteration 22Q: 3 clusters Score -435409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -435411.250000 Penalty: 2959.082275
	Iteration 23Q: 3 clusters Score -435411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -435413.437500 Penalty: 2959.082275
	Iteration 24Q: 3 clusters Score -435413.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -435414.500000 Penalty: 2959.082275
	Iteration 25Q: 3 clusters Score -435414.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -435414.500000 Penalty: 2959.082275
	Iteration 26F: 3 clusters Score -435414.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -92455.593750 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -92455.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -90359.414062 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -90359.41 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -90856.960938 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -90856.96 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -90962.492188 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -90962.49 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -91017.054688 Penalty: 2473.044189
	Iteration 3Q: 3 clusters Score -91017.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -91045.390625 Penalty: 2473.044189
	Iteration 4Q: 3 clusters Score -91045.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -91067.187500 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -91067.19 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -91092.109375 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -91092.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -91116.921875 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -91116.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -91141.562500 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -91141.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -91182.007812 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -91182.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -91232.687500 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -91232.69 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -91275.281250 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -91275.28 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -91328.023438 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -91328.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -91375.406250 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -91375.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -91410.617188 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -91410.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -91445.515625 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -91445.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -91476.695312 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -91476.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -91500.742188 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -91500.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -91515.734375 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -91515.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -91528.359375 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -91528.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -91538.203125 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -91538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -91546.796875 Penalty: 2473.044189
	Iteration 21Q: 3 clusters Score -91546.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -91555.804688 Penalty: 2473.044189
	Iteration 22Q: 3 clusters Score -91555.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -91563.304688 Penalty: 2473.044189
	Iteration 23Q: 3 clusters Score -91563.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -91567.414062 Penalty: 2473.044189
	Iteration 24Q: 3 clusters Score -91567.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -91571.843750 Penalty: 2473.044189
	Iteration 25Q: 3 clusters Score -91571.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -91575.585938 Penalty: 2473.044189
	Iteration 26Q: 3 clusters Score -91575.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -91578.453125 Penalty: 2473.044189
	Iteration 27Q: 3 clusters Score -91578.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -91579.718750 Penalty: 2473.044189
	Iteration 28Q: 3 clusters Score -91579.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -91580.679688 Penalty: 2473.044189
	Iteration 29Q: 3 clusters Score -91580.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -91582.015625 Penalty: 2473.044189
	Iteration 30Q: 3 clusters Score -91582.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -91584.234375 Penalty: 2473.044189
	Iteration 31Q: 3 clusters Score -91584.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -91587.320312 Penalty: 2473.044189
	Iteration 32Q: 3 clusters Score -91587.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -91589.976562 Penalty: 2473.044189
	Iteration 33Q: 3 clusters Score -91589.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -91592.468750 Penalty: 2473.044189
	Iteration 34Q: 3 clusters Score -91592.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -91593.710938 Penalty: 2473.044189
	Iteration 35Q: 3 clusters Score -91593.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -91596.929688 Penalty: 2473.044189
	Iteration 36Q: 3 clusters Score -91596.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -91599.257812 Penalty: 2473.044189
	Iteration 37Q: 3 clusters Score -91599.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -91601.898438 Penalty: 2473.044189
	Iteration 38Q: 3 clusters Score -91601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -91603.351562 Penalty: 2473.044189
	Iteration 39Q: 3 clusters Score -91603.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -91604.648438 Penalty: 2473.044189
	Iteration 40F: 3 clusters Score -91604.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -91604.882812 Penalty: 2473.044189
	Iteration 41Q: 3 clusters Score -91604.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -91605.781250 Penalty: 2473.044189
	Iteration 42Q: 3 clusters Score -91605.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -91606.765625 Penalty: 2473.044189
	Iteration 43Q: 3 clusters Score -91606.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -91607.968750 Penalty: 2473.044189
	Iteration 44Q: 3 clusters Score -91607.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -91608.578125 Penalty: 2473.044189
	Iteration 45Q: 3 clusters Score -91608.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -91608.867188 Penalty: 2473.044189
	Iteration 46Q: 3 clusters Score -91608.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -91609.195312 Penalty: 2473.044189
	Iteration 47Q: 3 clusters Score -91609.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -91609.195312 Penalty: 2473.044189
	Iteration 48F: 3 clusters Score -91609.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Entering Unmasked Estep 
Score: -482110.562500 Penalty: 1494.356201
	Iteration 0F: 2 clusters Score -482110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -475027.875000 Penalty: 2988.712402
	Iteration 0F: 3 clusters Score -475027.9 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -477255.218750 Penalty: 2988.712402
	Iteration 1F: 3 clusters Score -477255.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -477516.843750 Penalty: 2988.712402
	Iteration 2F: 3 clusters Score -477516.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -477716.875000 Penalty: 2988.712402
	Iteration 3Q: 3 clusters Score -477716.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -477900.312500 Penalty: 2988.712402
	Iteration 4Q: 3 clusters Score -477900.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -478098.718750 Penalty: 2988.712402
	Iteration 5Q: 3 clusters Score -478098.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -478316.562500 Penalty: 2988.712402
	Iteration 6Q: 3 clusters Score -478316.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -478594.843750 Penalty: 2988.712402
	Iteration 7Q: 3 clusters Score -478594.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -478899.843750 Penalty: 2988.712402
	Iteration 8Q: 3 clusters Score -478899.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -479279.062500 Penalty: 2988.712402
	Iteration 9F: 3 clusters Score -479279.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -479651.906250 Penalty: 2988.712402
	Iteration 10Q: 3 clusters Score -479651.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -480001.562500 Penalty: 2988.712402
	Iteration 11Q: 3 clusters Score -480001.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -480292.000000 Penalty: 2988.712402
	Iteration 12Q: 3 clusters Score -480292 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -480475.843750 Penalty: 2988.712402
	Iteration 13Q: 3 clusters Score -480475.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -480599.906250 Penalty: 2988.712402
	Iteration 14Q: 3 clusters Score -480599.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -480682.812500 Penalty: 2988.712402
	Iteration 15Q: 3 clusters Score -480682.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -480766.093750 Penalty: 2988.712402
	Iteration 16Q: 3 clusters Score -480766.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -480814.468750 Penalty: 2988.712402
	Iteration 17Q: 3 clusters Score -480814.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -480846.625000 Penalty: 2988.712402
	Iteration 18Q: 3 clusters Score -480846.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -480879.781250 Penalty: 2988.712402
	Iteration 19Q: 3 clusters Score -480879.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -480898.937500 Penalty: 2988.712402
	Iteration 20F: 3 clusters Score -480898.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -480908.250000 Penalty: 2988.712402
	Iteration 21Q: 3 clusters Score -480908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -480915.125000 Penalty: 2988.712402
	Iteration 22Q: 3 clusters Score -480915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -480919.406250 Penalty: 2988.712402
	Iteration 23Q: 3 clusters Score -480919.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -480922.937500 Penalty: 2988.712402
	Iteration 24Q: 3 clusters Score -480922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -480924.093750 Penalty: 2988.712402
	Iteration 25Q: 3 clusters Score -480924.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -480925.625000 Penalty: 2988.712402
	Iteration 26Q: 3 clusters Score -480925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -480926.906250 Penalty: 2988.712402
	Iteration 27Q: 3 clusters Score -480926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -480926.906250 Penalty: 2988.712402
	Iteration 28F: 3 clusters Score -480926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Entering Unmasked Estep 
Score: -614333.812500 Penalty: 1534.506592
	Iteration 0F: 2 clusters Score -614333.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -605496.125000 Penalty: 3069.013184
	Iteration 0F: 3 clusters Score -605496.1 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -608465.625000 Penalty: 3069.013184
	Iteration 1F: 3 clusters Score -608465.6 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -608895.250000 Penalty: 3069.013184
	Iteration 2F: 3 clusters Score -608895.2 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -609363.062500 Penalty: 3069.013184
	Iteration 3F: 3 clusters Score -609363.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -609844.250000 Penalty: 3069.013184
	Iteration 4F: 3 clusters Score -609844.2 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -610361.625000 Penalty: 3069.013184
	Iteration 5F: 3 clusters Score -610361.6 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -610815.312500 Penalty: 3069.013184
	Iteration 6F: 3 clusters Score -610815.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -611185.187500 Penalty: 3069.013184
	Iteration 7F: 3 clusters Score -611185.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -611507.000000 Penalty: 3069.013184
	Iteration 8Q: 3 clusters Score -611507 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -611764.812500 Penalty: 3069.013184
	Iteration 9Q: 3 clusters Score -611764.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -611977.250000 Penalty: 3069.013184
	Iteration 10Q: 3 clusters Score -611977.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -612165.750000 Penalty: 3069.013184
	Iteration 11Q: 3 clusters Score -612165.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -612347.687500 Penalty: 3069.013184
	Iteration 12Q: 3 clusters Score -612347.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -612520.312500 Penalty: 3069.013184
	Iteration 13Q: 3 clusters Score -612520.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -612663.937500 Penalty: 3069.013184
	Iteration 14Q: 3 clusters Score -612663.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -612765.875000 Penalty: 3069.013184
	Iteration 15Q: 3 clusters Score -612765.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -612864.750000 Penalty: 3069.013184
	Iteration 16Q: 3 clusters Score -612864.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -612982.187500 Penalty: 3069.013184
	Iteration 17Q: 3 clusters Score -612982.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -613105.250000 Penalty: 3069.013184
	Iteration 18Q: 3 clusters Score -613105.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -613214.625000 Penalty: 3069.013184
	Iteration 19Q: 3 clusters Score -613214.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -613274.937500 Penalty: 3069.013184
	Iteration 20F: 3 clusters Score -613274.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -613321.187500 Penalty: 3069.013184
	Iteration 21Q: 3 clusters Score -613321.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -613356.625000 Penalty: 3069.013184
	Iteration 22Q: 3 clusters Score -613356.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -613391.562500 Penalty: 3069.013184
	Iteration 23Q: 3 clusters Score -613391.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -613420.312500 Penalty: 3069.013184
	Iteration 24Q: 3 clusters Score -613420.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -613442.750000 Penalty: 3069.013184
	Iteration 25Q: 3 clusters Score -613442.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -613460.937500 Penalty: 3069.013184
	Iteration 26Q: 3 clusters Score -613460.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -613475.625000 Penalty: 3069.013184
	Iteration 27Q: 3 clusters Score -613475.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -613493.062500 Penalty: 3069.013184
	Iteration 28Q: 3 clusters Score -613493.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -613514.000000 Penalty: 3069.013184
	Iteration 29Q: 3 clusters Score -613514 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -613529.125000 Penalty: 3069.013184
	Iteration 30Q: 3 clusters Score -613529.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -613548.250000 Penalty: 3069.013184
	Iteration 31Q: 3 clusters Score -613548.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -613564.062500 Penalty: 3069.013184
	Iteration 32Q: 3 clusters Score -613564.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -613579.687500 Penalty: 3069.013184
	Iteration 33Q: 3 clusters Score -613579.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -613591.625000 Penalty: 3069.013184
	Iteration 34Q: 3 clusters Score -613591.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -613602.187500 Penalty: 3069.013184
	Iteration 35Q: 3 clusters Score -613602.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -613607.750000 Penalty: 3069.013184
	Iteration 36Q: 3 clusters Score -613607.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -613616.000000 Penalty: 3069.013184
	Iteration 37Q: 3 clusters Score -613616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -613621.250000 Penalty: 3069.013184
	Iteration 38Q: 3 clusters Score -613621.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -613625.562500 Penalty: 3069.013184
	Iteration 39Q: 3 clusters Score -613625.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -613626.625000 Penalty: 3069.013184
	Iteration 40F: 3 clusters Score -613626.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -613629.062500 Penalty: 3069.013184
	Iteration 41Q: 3 clusters Score -613629.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -613630.750000 Penalty: 3069.013184
	Iteration 42Q: 3 clusters Score -613630.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -613632.562500 Penalty: 3069.013184
	Iteration 43Q: 3 clusters Score -613632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -613631.812500 Penalty: 3069.013184
	Iteration 44Q: 3 clusters Score -613631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -613632.812500 Penalty: 3069.013184
	Iteration 45Q: 3 clusters Score -613632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -613633.250000 Penalty: 3069.013184
	Iteration 46Q: 3 clusters Score -613633.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -613632.312500 Penalty: 3069.013184
	Iteration 47Q: 3 clusters Score -613632.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -613632.125000 Penalty: 3069.013184
	Iteration 48Q: 3 clusters Score -613632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -613632.125000 Penalty: 3069.013184
	Iteration 49F: 3 clusters Score -613632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (326421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326421 members 
Entering Unmasked Estep 
Score: -16406570.000000 Penalty: 2063.090820
	Iteration 0F: 2 clusters Score -1.640657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162900 members 
Mstep: Class 2 contains 163521 members 
Entering Unmasked Estep 
Score: -16186555.000000 Penalty: 4126.181641
	Iteration 0F: 3 clusters Score -1.618656e+07 nChanged 158931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152851 members 
Mstep: Class 2 contains 173570 members 
Entering Unmasked Estep 
Score: -16282022.000000 Penalty: 4126.181641
	Iteration 1F: 3 clusters Score -1.628202e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145956 members 
Mstep: Class 2 contains 180465 members 
Entering Unmasked Estep 
Score: -16284608.000000 Penalty: 4126.181641
	Iteration 2Q: 3 clusters Score -1.628461e+07 nChanged 13556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134940 members 
Mstep: Class 2 contains 191481 members 
Entering Unmasked Estep 
Score: -16290030.000000 Penalty: 4126.181641
	Iteration 3Q: 3 clusters Score -1.629003e+07 nChanged 18610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118202 members 
Mstep: Class 2 contains 208219 members 
Entering Unmasked Estep 
Score: -16299684.000000 Penalty: 4126.181641
	Iteration 4F: 3 clusters Score -1.629968e+07 nChanged 24319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 231330 members 
Entering Unmasked Estep 
Score: -16316260.000000 Penalty: 4126.181641
	Iteration 5F: 3 clusters Score -1.631626e+07 nChanged 28638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 259274 members 
Entering Unmasked Estep 
Score: -16340781.000000 Penalty: 4126.181641
	Iteration 6F: 3 clusters Score -1.634078e+07 nChanged 27704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 286718 members 
Entering Unmasked Estep 
Score: -16367372.000000 Penalty: 4126.181641
	Iteration 7F: 3 clusters Score -1.636737e+07 nChanged 20536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 307184 members 
Entering Unmasked Estep 
Score: -16387597.000000 Penalty: 4126.181641
	Iteration 8F: 3 clusters Score -1.63876e+07 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 318579 members 
Entering Unmasked Estep 
Score: -16398098.000000 Penalty: 4126.181641
	Iteration 9Q: 3 clusters Score -1.63981e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 323492 members 
Entering Unmasked Estep 
Score: -16402263.000000 Penalty: 4126.181641
	Iteration 10Q: 3 clusters Score -1.640226e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 325299 members 
Entering Unmasked Estep 
Score: -16403879.000000 Penalty: 4126.181641
	Iteration 11Q: 3 clusters Score -1.640388e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 325905 members 
Entering Unmasked Estep 
Score: -16404373.000000 Penalty: 4126.181641
	Iteration 12Q: 3 clusters Score -1.640437e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 326102 members 
Entering Unmasked Estep 
Score: -16404615.000000 Penalty: 4126.181641
	Iteration 13Q: 3 clusters Score -1.640462e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 326166 members 
Entering Unmasked Estep 
Score: -16404698.000000 Penalty: 4126.181641
	Iteration 14Q: 3 clusters Score -1.64047e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 326184 members 
Entering Unmasked Estep 
Score: -16404723.000000 Penalty: 4126.181641
	Iteration 15Q: 3 clusters Score -1.640472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 326189 members 
Entering Unmasked Estep 
Score: -16404758.000000 Penalty: 4126.181641
	Iteration 16Q: 3 clusters Score -1.640476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 326197 members 
Entering Unmasked Estep 
Score: -16404783.000000 Penalty: 4126.181641
	Iteration 17Q: 3 clusters Score -1.640478e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 326198 members 
Entering Unmasked Estep 
Score: -16404797.000000 Penalty: 4126.181641
	Iteration 18Q: 3 clusters Score -1.64048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 326200 members 
Entering Unmasked Estep 
Score: -16404821.000000 Penalty: 4126.181641
	Iteration 19Q: 3 clusters Score -1.640482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 326201 members 
Entering Unmasked Estep 
Score: -16404817.000000 Penalty: 4126.181641
	Iteration 20F: 3 clusters Score -1.640482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 326200 members 
Entering Unmasked Estep 
Score: -16404826.000000 Penalty: 4126.181641
	Iteration 21Q: 3 clusters Score -1.640483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 326201 members 
Entering Unmasked Estep 
Score: -16404825.000000 Penalty: 4126.181641
	Iteration 22Q: 3 clusters Score -1.640482e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 326201 members 
Entering Unmasked Estep 
Score: -16404825.000000 Penalty: 4126.181641
	Iteration 23F: 3 clusters Score -1.640482e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (94053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94053 members 
Entering Unmasked Estep 
Score: -4643779.000000 Penalty: 1860.887207
	Iteration 0F: 2 clusters Score -4643779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -4580919.500000 Penalty: 3721.774414
	Iteration 0F: 3 clusters Score -4580920 nChanged 44878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -4607530.000000 Penalty: 3721.774414
	Iteration 1F: 3 clusters Score -4607530 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -4609214.000000 Penalty: 3721.774414
	Iteration 2Q: 3 clusters Score -4609214 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58224 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4612091.500000 Penalty: 3721.774414
	Iteration 3F: 3 clusters Score -4612092 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4616993.000000 Penalty: 3721.774414
	Iteration 4F: 3 clusters Score -4616993 nChanged 7862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4623572.500000 Penalty: 3721.774414
	Iteration 5F: 3 clusters Score -4623572 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77686 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4630461.500000 Penalty: 3721.774414
	Iteration 6F: 3 clusters Score -4630462 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -4635890.000000 Penalty: 3721.774414
	Iteration 7F: 3 clusters Score -4635890 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -4638938.500000 Penalty: 3721.774414
	Iteration 8Q: 3 clusters Score -4638938 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -4640507.000000 Penalty: 3721.774414
	Iteration 9Q: 3 clusters Score -4640507 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -4641299.000000 Penalty: 3721.774414
	Iteration 10Q: 3 clusters Score -4641299 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89551 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4641751.500000 Penalty: 3721.774414
	Iteration 11Q: 3 clusters Score -4641752 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4642034.500000 Penalty: 3721.774414
	Iteration 12Q: 3 clusters Score -4642034 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4642254.500000 Penalty: 3721.774414
	Iteration 13Q: 3 clusters Score -4642254 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90966 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4642436.500000 Penalty: 3721.774414
	Iteration 14Q: 3 clusters Score -4642436 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4642548.000000 Penalty: 3721.774414
	Iteration 15Q: 3 clusters Score -4642548 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91433 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4642630.000000 Penalty: 3721.774414
	Iteration 16Q: 3 clusters Score -4642630 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4642674.500000 Penalty: 3721.774414
	Iteration 17Q: 3 clusters Score -4642674 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91760 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -4642719.000000 Penalty: 3721.774414
	Iteration 18Q: 3 clusters Score -4642719 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91888 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4642755.500000 Penalty: 3721.774414
	Iteration 19Q: 3 clusters Score -4642756 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4642776.000000 Penalty: 3721.774414
	Iteration 20F: 3 clusters Score -4642776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4642794.000000 Penalty: 3721.774414
	Iteration 21Q: 3 clusters Score -4642794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4642795.500000 Penalty: 3721.774414
	Iteration 22Q: 3 clusters Score -4642796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4642795.000000 Penalty: 3721.774414
	Iteration 23Q: 3 clusters Score -4642795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92183 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4642789.500000 Penalty: 3721.774414
	Iteration 24Q: 3 clusters Score -4642790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4642811.000000 Penalty: 3721.774414
	Iteration 25Q: 3 clusters Score -4642811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92237 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4642820.500000 Penalty: 3721.774414
	Iteration 26Q: 3 clusters Score -4642820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92253 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4642822.000000 Penalty: 3721.774414
	Iteration 27Q: 3 clusters Score -4642822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4642831.000000 Penalty: 3721.774414
	Iteration 28Q: 3 clusters Score -4642831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4642834.000000 Penalty: 3721.774414
	Iteration 29Q: 3 clusters Score -4642834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92297 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4642844.500000 Penalty: 3721.774414
	Iteration 30Q: 3 clusters Score -4642844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92308 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4642848.000000 Penalty: 3721.774414
	Iteration 31Q: 3 clusters Score -4642848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4642853.000000 Penalty: 3721.774414
	Iteration 32Q: 3 clusters Score -4642853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4642853.000000 Penalty: 3721.774414
	Iteration 33Q: 3 clusters Score -4642853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4642853.500000 Penalty: 3721.774414
	Iteration 34Q: 3 clusters Score -4642854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4642851.500000 Penalty: 3721.774414
	Iteration 35Q: 3 clusters Score -4642852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4642855.000000 Penalty: 3721.774414
	Iteration 36Q: 3 clusters Score -4642855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92365 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4642859.500000 Penalty: 3721.774414
	Iteration 37Q: 3 clusters Score -4642860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92370 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4642864.000000 Penalty: 3721.774414
	Iteration 38Q: 3 clusters Score -4642864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4642863.000000 Penalty: 3721.774414
	Iteration 39Q: 3 clusters Score -4642863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92384 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4642860.000000 Penalty: 3721.774414
	Iteration 40F: 3 clusters Score -4642860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4642861.500000 Penalty: 3721.774414
	Iteration 41Q: 3 clusters Score -4642862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92391 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4642862.500000 Penalty: 3721.774414
	Iteration 42Q: 3 clusters Score -4642862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4642863.500000 Penalty: 3721.774414
	Iteration 43Q: 3 clusters Score -4642864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4642867.000000 Penalty: 3721.774414
	Iteration 44Q: 3 clusters Score -4642867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4642868.500000 Penalty: 3721.774414
	Iteration 45Q: 3 clusters Score -4642868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4642867.500000 Penalty: 3721.774414
	Iteration 46Q: 3 clusters Score -4642868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4642871.500000 Penalty: 3721.774414
	Iteration 47Q: 3 clusters Score -4642872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4642863.500000 Penalty: 3721.774414
	Iteration 48Q: 3 clusters Score -4642864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92405 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4642864.500000 Penalty: 3721.774414
	Iteration 49Q: 3 clusters Score -4642864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4642864.000000 Penalty: 3721.774414
	Iteration 50Q: 3 clusters Score -4642864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92411 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4642864.500000 Penalty: 3721.774414
	Iteration 51Q: 3 clusters Score -4642864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92415 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4642865.000000 Penalty: 3721.774414
	Iteration 52Q: 3 clusters Score -4642865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4642866.000000 Penalty: 3721.774414
	Iteration 53Q: 3 clusters Score -4642866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4642866.500000 Penalty: 3721.774414
	Iteration 54Q: 3 clusters Score -4642866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4642866.500000 Penalty: 3721.774414
	Iteration 55F: 3 clusters Score -4642866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Entering Unmasked Estep 
Score: -69681.773438 Penalty: 1190.657471
	Iteration 0F: 2 clusters Score -69681.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -67927.750000 Penalty: 2381.314941
	Iteration 0F: 3 clusters Score -67927.75 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -68286.570312 Penalty: 2381.314941
	Iteration 1F: 3 clusters Score -68286.57 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -68385.195312 Penalty: 2381.314941
	Iteration 2F: 3 clusters Score -68385.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -68431.953125 Penalty: 2381.314941
	Iteration 3Q: 3 clusters Score -68431.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -68454.781250 Penalty: 2381.314941
	Iteration 4Q: 3 clusters Score -68454.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -68471.843750 Penalty: 2381.314941
	Iteration 5Q: 3 clusters Score -68471.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -68479.359375 Penalty: 2381.314941
	Iteration 6Q: 3 clusters Score -68479.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -68484.617188 Penalty: 2381.314941
	Iteration 7Q: 3 clusters Score -68484.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -68487.976562 Penalty: 2381.314941
	Iteration 8Q: 3 clusters Score -68487.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -68490.796875 Penalty: 2381.314941
	Iteration 9Q: 3 clusters Score -68490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -68493.257812 Penalty: 2381.314941
	Iteration 10Q: 3 clusters Score -68493.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68495.664062 Penalty: 2381.314941
	Iteration 11Q: 3 clusters Score -68495.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -68496.710938 Penalty: 2381.314941
	Iteration 12Q: 3 clusters Score -68496.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -68497.117188 Penalty: 2381.314941
	Iteration 13Q: 3 clusters Score -68497.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -68497.117188 Penalty: 2381.314941
	Iteration 14F: 3 clusters Score -68497.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -15821.649414 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -15821.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14839.543945 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -14839.54 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14978.779297 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -14978.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15008.472656 Penalty: 1934.804077
	Iteration 2Q: 3 clusters Score -15008.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15020.597656 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -15020.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -15024.916016 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -15024.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15025.859375 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -15025.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15025.859375 Penalty: 1934.804077
	Iteration 6F: 3 clusters Score -15025.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -58707.433594 Penalty: 1178.688965
	Iteration 0F: 2 clusters Score -58707.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -56977.257812 Penalty: 2357.377930
	Iteration 0F: 3 clusters Score -56977.26 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -57320.128906 Penalty: 2357.377930
	Iteration 1F: 3 clusters Score -57320.13 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -57457.382812 Penalty: 2357.377930
	Iteration 2F: 3 clusters Score -57457.38 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -57570.628906 Penalty: 2357.377930
	Iteration 3F: 3 clusters Score -57570.63 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -57691.191406 Penalty: 2357.377930
	Iteration 4F: 3 clusters Score -57691.19 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -57833.667969 Penalty: 2357.377930
	Iteration 5F: 3 clusters Score -57833.67 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -57976.375000 Penalty: 2357.377930
	Iteration 6F: 3 clusters Score -57976.38 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58109.484375 Penalty: 2357.377930
	Iteration 7F: 3 clusters Score -58109.48 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -58254.250000 Penalty: 2357.377930
	Iteration 8Q: 3 clusters Score -58254.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -58329.644531 Penalty: 2357.377930
	Iteration 9Q: 3 clusters Score -58329.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -58362.609375 Penalty: 2357.377930
	Iteration 10Q: 3 clusters Score -58362.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -58380.070312 Penalty: 2357.377930
	Iteration 11Q: 3 clusters Score -58380.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -58391.132812 Penalty: 2357.377930
	Iteration 12Q: 3 clusters Score -58391.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -58401.910156 Penalty: 2357.377930
	Iteration 13Q: 3 clusters Score -58401.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -58408.164062 Penalty: 2357.377930
	Iteration 14Q: 3 clusters Score -58408.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -58412.269531 Penalty: 2357.377930
	Iteration 15Q: 3 clusters Score -58412.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -58417.019531 Penalty: 2357.377930
	Iteration 16Q: 3 clusters Score -58417.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -58418.742188 Penalty: 2357.377930
	Iteration 17Q: 3 clusters Score -58418.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -58419.234375 Penalty: 2357.377930
	Iteration 18Q: 3 clusters Score -58419.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -58419.234375 Penalty: 2357.377930
	Iteration 19F: 3 clusters Score -58419.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -141199.687500 Penalty: 1283.129395
	Iteration 0F: 2 clusters Score -141199.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -138672.984375 Penalty: 2566.258789
	Iteration 0F: 3 clusters Score -138673 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -139224.671875 Penalty: 2566.258789
	Iteration 1F: 3 clusters Score -139224.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -139338.156250 Penalty: 2566.258789
	Iteration 2F: 3 clusters Score -139338.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -139428.875000 Penalty: 2566.258789
	Iteration 3F: 3 clusters Score -139428.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -139486.859375 Penalty: 2566.258789
	Iteration 4Q: 3 clusters Score -139486.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -139528.406250 Penalty: 2566.258789
	Iteration 5Q: 3 clusters Score -139528.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -139553.328125 Penalty: 2566.258789
	Iteration 6Q: 3 clusters Score -139553.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -139570.156250 Penalty: 2566.258789
	Iteration 7Q: 3 clusters Score -139570.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -139583.375000 Penalty: 2566.258789
	Iteration 8Q: 3 clusters Score -139583.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -139598.671875 Penalty: 2566.258789
	Iteration 9Q: 3 clusters Score -139598.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -139614.140625 Penalty: 2566.258789
	Iteration 10Q: 3 clusters Score -139614.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -139626.796875 Penalty: 2566.258789
	Iteration 11Q: 3 clusters Score -139626.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -139637.468750 Penalty: 2566.258789
	Iteration 12Q: 3 clusters Score -139637.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -139643.093750 Penalty: 2566.258789
	Iteration 13Q: 3 clusters Score -139643.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -139649.921875 Penalty: 2566.258789
	Iteration 14Q: 3 clusters Score -139649.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -139653.750000 Penalty: 2566.258789
	Iteration 15Q: 3 clusters Score -139653.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -139658.125000 Penalty: 2566.258789
	Iteration 16Q: 3 clusters Score -139658.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -139661.968750 Penalty: 2566.258789
	Iteration 17Q: 3 clusters Score -139662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -139666.828125 Penalty: 2566.258789
	Iteration 18Q: 3 clusters Score -139666.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -139671.562500 Penalty: 2566.258789
	Iteration 19Q: 3 clusters Score -139671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -139675.062500 Penalty: 2566.258789
	Iteration 20F: 3 clusters Score -139675.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -139677.328125 Penalty: 2566.258789
	Iteration 21Q: 3 clusters Score -139677.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -139679.156250 Penalty: 2566.258789
	Iteration 22Q: 3 clusters Score -139679.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -139680.890625 Penalty: 2566.258789
	Iteration 23Q: 3 clusters Score -139680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -139681.453125 Penalty: 2566.258789
	Iteration 24Q: 3 clusters Score -139681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -139682.359375 Penalty: 2566.258789
	Iteration 25Q: 3 clusters Score -139682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -139682.359375 Penalty: 2566.258789
	Iteration 26F: 3 clusters Score -139682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -69517.312500 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -69517.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -67789.148438 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -67789.15 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -68122.828125 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -68122.83 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -68275.734375 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -68275.73 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68378.828125 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -68378.83 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -68465.726562 Penalty: 2355.994873
	Iteration 4Q: 3 clusters Score -68465.73 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -68514.281250 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -68514.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -68552.171875 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -68552.17 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -68580.921875 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -68580.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -68600.585938 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -68600.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -68617.062500 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -68617.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -68633.562500 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -68633.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -68651.476562 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -68651.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -68664.289062 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -68664.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -68677.617188 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -68677.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -68695.609375 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -68695.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -68713.132812 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -68713.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -68734.125000 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -68734.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -68748.648438 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -68748.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -68758.070312 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -68758.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -68763.382812 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -68763.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -68768.921875 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -68768.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -68786.046875 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -68786.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -68827.625000 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -68827.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -68888.281250 Penalty: 2355.994873
	Iteration 23Q: 3 clusters Score -68888.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -68960.359375 Penalty: 2355.994873
	Iteration 24Q: 3 clusters Score -68960.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -68996.890625 Penalty: 2355.994873
	Iteration 25Q: 3 clusters Score -68996.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -69017.703125 Penalty: 2355.994873
	Iteration 26Q: 3 clusters Score -69017.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -69027.695312 Penalty: 2355.994873
	Iteration 27Q: 3 clusters Score -69027.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -69032.976562 Penalty: 2355.994873
	Iteration 28Q: 3 clusters Score -69032.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -69039.429688 Penalty: 2355.994873
	Iteration 29Q: 3 clusters Score -69039.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -69045.289062 Penalty: 2355.994873
	Iteration 30Q: 3 clusters Score -69045.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -69047.117188 Penalty: 2355.994873
	Iteration 31Q: 3 clusters Score -69047.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -69049.453125 Penalty: 2355.994873
	Iteration 32Q: 3 clusters Score -69049.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -69051.695312 Penalty: 2355.994873
	Iteration 33Q: 3 clusters Score -69051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -69053.210938 Penalty: 2355.994873
	Iteration 34Q: 3 clusters Score -69053.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -69053.210938 Penalty: 2355.994873
	Iteration 35F: 3 clusters Score -69053.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Entering Unmasked Estep 
Score: -1262656.750000 Penalty: 1641.636719
	Iteration 0F: 2 clusters Score -1262657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1246198.250000 Penalty: 3283.273438
	Iteration 0F: 3 clusters Score -1246198 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1252263.125000 Penalty: 3283.273438
	Iteration 1F: 3 clusters Score -1252263 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1252551.250000 Penalty: 3283.273438
	Iteration 2Q: 3 clusters Score -1252551 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1252801.750000 Penalty: 3283.273438
	Iteration 3Q: 3 clusters Score -1252802 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1253064.125000 Penalty: 3283.273438
	Iteration 4Q: 3 clusters Score -1253064 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1253346.500000 Penalty: 3283.273438
	Iteration 5Q: 3 clusters Score -1253346 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1253716.500000 Penalty: 3283.273438
	Iteration 6Q: 3 clusters Score -1253716 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1254260.000000 Penalty: 3283.273438
	Iteration 7Q: 3 clusters Score -1254260 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1255043.625000 Penalty: 3283.273438
	Iteration 8Q: 3 clusters Score -1255044 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1256021.750000 Penalty: 3283.273438
	Iteration 9F: 3 clusters Score -1256022 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1257034.375000 Penalty: 3283.273438
	Iteration 10F: 3 clusters Score -1257034 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1257979.625000 Penalty: 3283.273438
	Iteration 11F: 3 clusters Score -1257980 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1258744.500000 Penalty: 3283.273438
	Iteration 12F: 3 clusters Score -1258744 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1259303.875000 Penalty: 3283.273438
	Iteration 13Q: 3 clusters Score -1259304 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1259644.125000 Penalty: 3283.273438
	Iteration 14Q: 3 clusters Score -1259644 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1259848.750000 Penalty: 3283.273438
	Iteration 15Q: 3 clusters Score -1259849 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1259987.250000 Penalty: 3283.273438
	Iteration 16Q: 3 clusters Score -1259987 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1260103.125000 Penalty: 3283.273438
	Iteration 17Q: 3 clusters Score -1260103 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1260183.375000 Penalty: 3283.273438
	Iteration 18Q: 3 clusters Score -1260183 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1260241.125000 Penalty: 3283.273438
	Iteration 19Q: 3 clusters Score -1260241 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1260276.875000 Penalty: 3283.273438
	Iteration 20F: 3 clusters Score -1260277 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1260318.875000 Penalty: 3283.273438
	Iteration 21Q: 3 clusters Score -1260319 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1260346.250000 Penalty: 3283.273438
	Iteration 22Q: 3 clusters Score -1260346 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1260378.250000 Penalty: 3283.273438
	Iteration 23Q: 3 clusters Score -1260378 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1260400.625000 Penalty: 3283.273438
	Iteration 24Q: 3 clusters Score -1260401 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1260421.000000 Penalty: 3283.273438
	Iteration 25Q: 3 clusters Score -1260421 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1260440.125000 Penalty: 3283.273438
	Iteration 26Q: 3 clusters Score -1260440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -1260457.000000 Penalty: 3283.273438
	Iteration 27Q: 3 clusters Score -1260457 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1260468.250000 Penalty: 3283.273438
	Iteration 28Q: 3 clusters Score -1260468 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1260482.750000 Penalty: 3283.273438
	Iteration 29Q: 3 clusters Score -1260483 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1260499.625000 Penalty: 3283.273438
	Iteration 30Q: 3 clusters Score -1260500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1260510.000000 Penalty: 3283.273438
	Iteration 31Q: 3 clusters Score -1260510 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1260517.000000 Penalty: 3283.273438
	Iteration 32Q: 3 clusters Score -1260517 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1260533.500000 Penalty: 3283.273438
	Iteration 33Q: 3 clusters Score -1260534 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1260553.500000 Penalty: 3283.273438
	Iteration 34Q: 3 clusters Score -1260554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1260564.500000 Penalty: 3283.273438
	Iteration 35Q: 3 clusters Score -1260564 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1260580.625000 Penalty: 3283.273438
	Iteration 36Q: 3 clusters Score -1260581 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1260586.375000 Penalty: 3283.273438
	Iteration 37Q: 3 clusters Score -1260586 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1260595.625000 Penalty: 3283.273438
	Iteration 38Q: 3 clusters Score -1260596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1260606.750000 Penalty: 3283.273438
	Iteration 39Q: 3 clusters Score -1260607 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1260617.250000 Penalty: 3283.273438
	Iteration 40F: 3 clusters Score -1260617 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1260624.125000 Penalty: 3283.273438
	Iteration 41Q: 3 clusters Score -1260624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1260636.625000 Penalty: 3283.273438
	Iteration 42Q: 3 clusters Score -1260637 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1260643.625000 Penalty: 3283.273438
	Iteration 43Q: 3 clusters Score -1260644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1260654.625000 Penalty: 3283.273438
	Iteration 44Q: 3 clusters Score -1260655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -1260664.750000 Penalty: 3283.273438
	Iteration 45Q: 3 clusters Score -1260665 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1260679.125000 Penalty: 3283.273438
	Iteration 46Q: 3 clusters Score -1260679 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1260684.375000 Penalty: 3283.273438
	Iteration 47Q: 3 clusters Score -1260684 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1260689.375000 Penalty: 3283.273438
	Iteration 48Q: 3 clusters Score -1260689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1260700.625000 Penalty: 3283.273438
	Iteration 49Q: 3 clusters Score -1260701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1260704.250000 Penalty: 3283.273438
	Iteration 50Q: 3 clusters Score -1260704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1260710.625000 Penalty: 3283.273438
	Iteration 51Q: 3 clusters Score -1260711 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1260712.875000 Penalty: 3283.273438
	Iteration 52Q: 3 clusters Score -1260713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1260716.250000 Penalty: 3283.273438
	Iteration 53Q: 3 clusters Score -1260716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1260730.875000 Penalty: 3283.273438
	Iteration 54Q: 3 clusters Score -1260731 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1260733.000000 Penalty: 3283.273438
	Iteration 55Q: 3 clusters Score -1260733 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1260739.375000 Penalty: 3283.273438
	Iteration 56Q: 3 clusters Score -1260739 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1260747.250000 Penalty: 3283.273438
	Iteration 57Q: 3 clusters Score -1260747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1260752.750000 Penalty: 3283.273438
	Iteration 58Q: 3 clusters Score -1260753 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1260760.625000 Penalty: 3283.273438
	Iteration 59Q: 3 clusters Score -1260761 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1260766.625000 Penalty: 3283.273438
	Iteration 60F: 3 clusters Score -1260767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1260774.875000 Penalty: 3283.273438
	Iteration 61Q: 3 clusters Score -1260775 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1260779.625000 Penalty: 3283.273438
	Iteration 62Q: 3 clusters Score -1260780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1260790.250000 Penalty: 3283.273438
	Iteration 63Q: 3 clusters Score -1260790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1260797.625000 Penalty: 3283.273438
	Iteration 64Q: 3 clusters Score -1260798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1260803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1260810.250000 Penalty: 3283.273438
	Iteration 66Q: 3 clusters Score -1260810 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1260814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1260820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1260830.875000 Penalty: 3283.273438
	Iteration 69Q: 3 clusters Score -1260831 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1260838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1260850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1260856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1260868 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1260878 nChanged 97
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Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1260894 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1260907 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1260926 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1260937 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1260956 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1260971 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1260994 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1261011 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1261020 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1261033.250000 Penalty: 3283.273438
	Iteration 84Q: 3 clusters Score -1261033 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1261045.375000 Penalty: 3283.273438
	Iteration 85Q: 3 clusters Score -1261045 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1261054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1261069 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1261075.875000 Penalty: 3283.273438
	Iteration 88Q: 3 clusters Score -1261076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1261089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1261096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1261106 nChanged 84
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Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 8066 members 
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Score: -1261112.250000 Penalty: 3283.273438
	Iteration 92Q: 3 clusters Score -1261112 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 7971 members 
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	Iteration 93Q: 3 clusters Score -1261125 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1261143.875000 Penalty: 3283.273438
	Iteration 94Q: 3 clusters Score -1261144 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 7766 members 
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	Iteration 95Q: 3 clusters Score -1261156 nChanged 105
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Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1261166 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1261182 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1261199.000000 Penalty: 3283.273438
	Iteration 98Q: 3 clusters Score -1261199 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1261210.625000 Penalty: 3283.273438
	Iteration 99Q: 3 clusters Score -1261211 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1261222.750000 Penalty: 3283.273438
	Iteration 100F: 3 clusters Score -1261223 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1261236.625000 Penalty: 3283.273438
	Iteration 101Q: 3 clusters Score -1261237 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1261243.000000 Penalty: 3283.273438
	Iteration 102Q: 3 clusters Score -1261243 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1261256.000000 Penalty: 3283.273438
	Iteration 103Q: 3 clusters Score -1261256 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1261267 nChanged 98
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1261280.125000 Penalty: 3283.273438
	Iteration 105Q: 3 clusters Score -1261280 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1261290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1261306.500000 Penalty: 3283.273438
	Iteration 107Q: 3 clusters Score -1261306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1261315.750000 Penalty: 3283.273438
	Iteration 108Q: 3 clusters Score -1261316 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1261327.125000 Penalty: 3283.273438
	Iteration 109Q: 3 clusters Score -1261327 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1261350 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1261371.250000 Penalty: 3283.273438
	Iteration 111Q: 3 clusters Score -1261371 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1261390 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1261412.625000 Penalty: 3283.273438
	Iteration 113Q: 3 clusters Score -1261413 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1261430 nChanged 102
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Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1261441.000000 Penalty: 3283.273438
	Iteration 115Q: 3 clusters Score -1261441 nChanged 81
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Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1261448 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1261461.250000 Penalty: 3283.273438
	Iteration 117Q: 3 clusters Score -1261461 nChanged 69
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Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1261470.750000 Penalty: 3283.273438
	Iteration 118Q: 3 clusters Score -1261471 nChanged 60
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Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1261477.000000 Penalty: 3283.273438
	Iteration 119Q: 3 clusters Score -1261477 nChanged 53
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Mstep: Class 1 contains 18945 members 
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Entering Unmasked Estep 
Score: -1261485.875000 Penalty: 3283.273438
	Iteration 120F: 3 clusters Score -1261486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1261493.125000 Penalty: 3283.273438
	Iteration 121Q: 3 clusters Score -1261493 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1261493 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1261498 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1261498 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1261500 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1261506.500000 Penalty: 3283.273438
	Iteration 126Q: 3 clusters Score -1261506 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1261512.250000 Penalty: 3283.273438
	Iteration 127Q: 3 clusters Score -1261512 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1261516.500000 Penalty: 3283.273438
	Iteration 128Q: 3 clusters Score -1261516 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1261521.625000 Penalty: 3283.273438
	Iteration 129Q: 3 clusters Score -1261522 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1261526.125000 Penalty: 3283.273438
	Iteration 130Q: 3 clusters Score -1261526 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1261526.375000 Penalty: 3283.273438
	Iteration 131Q: 3 clusters Score -1261526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1261535.000000 Penalty: 3283.273438
	Iteration 132Q: 3 clusters Score -1261535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1261539.875000 Penalty: 3283.273438
	Iteration 133Q: 3 clusters Score -1261540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1261545.375000 Penalty: 3283.273438
	Iteration 134Q: 3 clusters Score -1261545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1261550.750000 Penalty: 3283.273438
	Iteration 135Q: 3 clusters Score -1261551 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1261559.000000 Penalty: 3283.273438
	Iteration 136Q: 3 clusters Score -1261559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1261565.750000 Penalty: 3283.273438
	Iteration 137Q: 3 clusters Score -1261566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1261574.375000 Penalty: 3283.273438
	Iteration 138Q: 3 clusters Score -1261574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1261579.500000 Penalty: 3283.273438
	Iteration 139Q: 3 clusters Score -1261580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1261578.000000 Penalty: 3283.273438
	Iteration 140F: 3 clusters Score -1261578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1261585.375000 Penalty: 3283.273438
	Iteration 141Q: 3 clusters Score -1261585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1261588.375000 Penalty: 3283.273438
	Iteration 142Q: 3 clusters Score -1261588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1261594.500000 Penalty: 3283.273438
	Iteration 143Q: 3 clusters Score -1261594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1261602.875000 Penalty: 3283.273438
	Iteration 144Q: 3 clusters Score -1261603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1261609.750000 Penalty: 3283.273438
	Iteration 145Q: 3 clusters Score -1261610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1261606.125000 Penalty: 3283.273438
	Iteration 146Q: 3 clusters Score -1261606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1261616.500000 Penalty: 3283.273438
	Iteration 147Q: 3 clusters Score -1261616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1261615.875000 Penalty: 3283.273438
	Iteration 148Q: 3 clusters Score -1261616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1261622.125000 Penalty: 3283.273438
	Iteration 149Q: 3 clusters Score -1261622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1261624.625000 Penalty: 3283.273438
	Iteration 150Q: 3 clusters Score -1261625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1261635.875000 Penalty: 3283.273438
	Iteration 151Q: 3 clusters Score -1261636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1261641.750000 Penalty: 3283.273438
	Iteration 152Q: 3 clusters Score -1261642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1261647.250000 Penalty: 3283.273438
	Iteration 153Q: 3 clusters Score -1261647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1261648.500000 Penalty: 3283.273438
	Iteration 154Q: 3 clusters Score -1261648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1261648.000000 Penalty: 3283.273438
	Iteration 155Q: 3 clusters Score -1261648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1261651.375000 Penalty: 3283.273438
	Iteration 156Q: 3 clusters Score -1261651 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1261659.625000 Penalty: 3283.273438
	Iteration 157Q: 3 clusters Score -1261660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1261663.750000 Penalty: 3283.273438
	Iteration 158Q: 3 clusters Score -1261664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1261664.125000 Penalty: 3283.273438
	Iteration 159Q: 3 clusters Score -1261664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1261665.500000 Penalty: 3283.273438
	Iteration 160F: 3 clusters Score -1261666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1261665.750000 Penalty: 3283.273438
	Iteration 161Q: 3 clusters Score -1261666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1261667.625000 Penalty: 3283.273438
	Iteration 162Q: 3 clusters Score -1261668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1261668.875000 Penalty: 3283.273438
	Iteration 163Q: 3 clusters Score -1261669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1261672.375000 Penalty: 3283.273438
	Iteration 164Q: 3 clusters Score -1261672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1261671.875000 Penalty: 3283.273438
	Iteration 165Q: 3 clusters Score -1261672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1261673.625000 Penalty: 3283.273438
	Iteration 166Q: 3 clusters Score -1261674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1261675.750000 Penalty: 3283.273438
	Iteration 167Q: 3 clusters Score -1261676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1261676.500000 Penalty: 3283.273438
	Iteration 168Q: 3 clusters Score -1261676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1261675.750000 Penalty: 3283.273438
	Iteration 169Q: 3 clusters Score -1261676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1261674.625000 Penalty: 3283.273438
	Iteration 170Q: 3 clusters Score -1261675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1261676.000000 Penalty: 3283.273438
	Iteration 171Q: 3 clusters Score -1261676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1261676.625000 Penalty: 3283.273438
	Iteration 172Q: 3 clusters Score -1261677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1261677.500000 Penalty: 3283.273438
	Iteration 173Q: 3 clusters Score -1261678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1261677.250000 Penalty: 3283.273438
	Iteration 174Q: 3 clusters Score -1261677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1261678.750000 Penalty: 3283.273438
	Iteration 175Q: 3 clusters Score -1261679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1261677.875000 Penalty: 3283.273438
	Iteration 176Q: 3 clusters Score -1261678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1261679.875000 Penalty: 3283.273438
	Iteration 177Q: 3 clusters Score -1261680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1261677.125000 Penalty: 3283.273438
	Iteration 178Q: 3 clusters Score -1261677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1261675.750000 Penalty: 3283.273438
	Iteration 179Q: 3 clusters Score -1261676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1261676.625000 Penalty: 3283.273438
	Iteration 180F: 3 clusters Score -1261677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1261678.000000 Penalty: 3283.273438
	Iteration 181Q: 3 clusters Score -1261678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1261676.875000 Penalty: 3283.273438
	Iteration 182Q: 3 clusters Score -1261677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1261676.875000 Penalty: 3283.273438
	Iteration 183F: 3 clusters Score -1261677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Entering Unmasked Estep 
Score: -117441.093750 Penalty: 1271.407471
	Iteration 0F: 2 clusters Score -117441.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -115059.179688 Penalty: 2542.814941
	Iteration 0F: 3 clusters Score -115059.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -115629.265625 Penalty: 2542.814941
	Iteration 1F: 3 clusters Score -115629.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -115736.820312 Penalty: 2542.814941
	Iteration 2F: 3 clusters Score -115736.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -115799.164062 Penalty: 2542.814941
	Iteration 3Q: 3 clusters Score -115799.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -115852.968750 Penalty: 2542.814941
	Iteration 4Q: 3 clusters Score -115853 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -115892.710938 Penalty: 2542.814941
	Iteration 5Q: 3 clusters Score -115892.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -115916.203125 Penalty: 2542.814941
	Iteration 6Q: 3 clusters Score -115916.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -115924.195312 Penalty: 2542.814941
	Iteration 7Q: 3 clusters Score -115924.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -115931.054688 Penalty: 2542.814941
	Iteration 8Q: 3 clusters Score -115931.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -115938.781250 Penalty: 2542.814941
	Iteration 9Q: 3 clusters Score -115938.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -115945.914062 Penalty: 2542.814941
	Iteration 10Q: 3 clusters Score -115945.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -115949.671875 Penalty: 2542.814941
	Iteration 11Q: 3 clusters Score -115949.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -115952.890625 Penalty: 2542.814941
	Iteration 12Q: 3 clusters Score -115952.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -115956.468750 Penalty: 2542.814941
	Iteration 13Q: 3 clusters Score -115956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -115959.335938 Penalty: 2542.814941
	Iteration 14Q: 3 clusters Score -115959.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -115962.078125 Penalty: 2542.814941
	Iteration 15Q: 3 clusters Score -115962.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -115965.125000 Penalty: 2542.814941
	Iteration 16Q: 3 clusters Score -115965.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -115968.289062 Penalty: 2542.814941
	Iteration 17Q: 3 clusters Score -115968.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -115971.554688 Penalty: 2542.814941
	Iteration 18Q: 3 clusters Score -115971.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -115975.109375 Penalty: 2542.814941
	Iteration 19Q: 3 clusters Score -115975.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -115980.218750 Penalty: 2542.814941
	Iteration 20F: 3 clusters Score -115980.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -115982.984375 Penalty: 2542.814941
	Iteration 21Q: 3 clusters Score -115983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -115985.273438 Penalty: 2542.814941
	Iteration 22Q: 3 clusters Score -115985.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -115988.273438 Penalty: 2542.814941
	Iteration 23Q: 3 clusters Score -115988.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -115990.671875 Penalty: 2542.814941
	Iteration 24Q: 3 clusters Score -115990.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -115991.851562 Penalty: 2542.814941
	Iteration 25Q: 3 clusters Score -115991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -115993.328125 Penalty: 2542.814941
	Iteration 26Q: 3 clusters Score -115993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -115994.554688 Penalty: 2542.814941
	Iteration 27Q: 3 clusters Score -115994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -115995.125000 Penalty: 2542.814941
	Iteration 28Q: 3 clusters Score -115995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -115995.218750 Penalty: 2542.814941
	Iteration 29Q: 3 clusters Score -115995.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -115995.585938 Penalty: 2542.814941
	Iteration 30Q: 3 clusters Score -115995.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -115996.578125 Penalty: 2542.814941
	Iteration 31Q: 3 clusters Score -115996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -115997.281250 Penalty: 2542.814941
	Iteration 32Q: 3 clusters Score -115997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -115997.851562 Penalty: 2542.814941
	Iteration 33Q: 3 clusters Score -115997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -115998.179688 Penalty: 2542.814941
	Iteration 34Q: 3 clusters Score -115998.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -115998.179688 Penalty: 2542.814941
	Iteration 35F: 3 clusters Score -115998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -152054.187500 Penalty: 1321.230225
	Iteration 0F: 2 clusters Score -152054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -149080.062500 Penalty: 2642.460449
	Iteration 0F: 3 clusters Score -149080.1 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -149859.046875 Penalty: 2642.460449
	Iteration 1F: 3 clusters Score -149859 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -150090.625000 Penalty: 2642.460449
	Iteration 2F: 3 clusters Score -150090.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -150236.156250 Penalty: 2642.460449
	Iteration 3F: 3 clusters Score -150236.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -150328.671875 Penalty: 2642.460449
	Iteration 4Q: 3 clusters Score -150328.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -150397.375000 Penalty: 2642.460449
	Iteration 5Q: 3 clusters Score -150397.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -150442.093750 Penalty: 2642.460449
	Iteration 6Q: 3 clusters Score -150442.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -150466.859375 Penalty: 2642.460449
	Iteration 7Q: 3 clusters Score -150466.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -150485.265625 Penalty: 2642.460449
	Iteration 8Q: 3 clusters Score -150485.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -150500.109375 Penalty: 2642.460449
	Iteration 9Q: 3 clusters Score -150500.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -150514.046875 Penalty: 2642.460449
	Iteration 10Q: 3 clusters Score -150514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -150530.890625 Penalty: 2642.460449
	Iteration 11Q: 3 clusters Score -150530.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -150544.890625 Penalty: 2642.460449
	Iteration 12Q: 3 clusters Score -150544.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -150561.609375 Penalty: 2642.460449
	Iteration 13Q: 3 clusters Score -150561.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -150577.000000 Penalty: 2642.460449
	Iteration 14Q: 3 clusters Score -150577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -150591.187500 Penalty: 2642.460449
	Iteration 15Q: 3 clusters Score -150591.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -150605.281250 Penalty: 2642.460449
	Iteration 16Q: 3 clusters Score -150605.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -150617.468750 Penalty: 2642.460449
	Iteration 17Q: 3 clusters Score -150617.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -150627.203125 Penalty: 2642.460449
	Iteration 18Q: 3 clusters Score -150627.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -150640.109375 Penalty: 2642.460449
	Iteration 19Q: 3 clusters Score -150640.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -150649.171875 Penalty: 2642.460449
	Iteration 20F: 3 clusters Score -150649.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -150654.140625 Penalty: 2642.460449
	Iteration 21Q: 3 clusters Score -150654.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -150659.609375 Penalty: 2642.460449
	Iteration 22Q: 3 clusters Score -150659.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -150666.421875 Penalty: 2642.460449
	Iteration 23Q: 3 clusters Score -150666.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -150671.078125 Penalty: 2642.460449
	Iteration 24Q: 3 clusters Score -150671.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -150674.906250 Penalty: 2642.460449
	Iteration 25Q: 3 clusters Score -150674.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -150684.140625 Penalty: 2642.460449
	Iteration 26Q: 3 clusters Score -150684.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -150699.890625 Penalty: 2642.460449
	Iteration 27Q: 3 clusters Score -150699.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -150715.843750 Penalty: 2642.460449
	Iteration 28Q: 3 clusters Score -150715.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -150731.281250 Penalty: 2642.460449
	Iteration 29Q: 3 clusters Score -150731.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -150746.609375 Penalty: 2642.460449
	Iteration 30Q: 3 clusters Score -150746.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -150763.406250 Penalty: 2642.460449
	Iteration 31Q: 3 clusters Score -150763.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -150781.390625 Penalty: 2642.460449
	Iteration 32Q: 3 clusters Score -150781.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -150800.015625 Penalty: 2642.460449
	Iteration 33Q: 3 clusters Score -150800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -150816.578125 Penalty: 2642.460449
	Iteration 34Q: 3 clusters Score -150816.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -150833.234375 Penalty: 2642.460449
	Iteration 35Q: 3 clusters Score -150833.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -150847.687500 Penalty: 2642.460449
	Iteration 36Q: 3 clusters Score -150847.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -150858.468750 Penalty: 2642.460449
	Iteration 37Q: 3 clusters Score -150858.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -150865.875000 Penalty: 2642.460449
	Iteration 38Q: 3 clusters Score -150865.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -150871.453125 Penalty: 2642.460449
	Iteration 39Q: 3 clusters Score -150871.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -150875.906250 Penalty: 2642.460449
	Iteration 40F: 3 clusters Score -150875.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -150882.109375 Penalty: 2642.460449
	Iteration 41Q: 3 clusters Score -150882.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -150889.531250 Penalty: 2642.460449
	Iteration 42Q: 3 clusters Score -150889.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -150892.093750 Penalty: 2642.460449
	Iteration 43Q: 3 clusters Score -150892.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -150893.812500 Penalty: 2642.460449
	Iteration 44Q: 3 clusters Score -150893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -150896.171875 Penalty: 2642.460449
	Iteration 45Q: 3 clusters Score -150896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -150898.609375 Penalty: 2642.460449
	Iteration 46Q: 3 clusters Score -150898.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -150901.937500 Penalty: 2642.460449
	Iteration 47Q: 3 clusters Score -150901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -150903.390625 Penalty: 2642.460449
	Iteration 48Q: 3 clusters Score -150903.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -150904.765625 Penalty: 2642.460449
	Iteration 49Q: 3 clusters Score -150904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -150907.250000 Penalty: 2642.460449
	Iteration 50Q: 3 clusters Score -150907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -150908.406250 Penalty: 2642.460449
	Iteration 51Q: 3 clusters Score -150908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -150909.390625 Penalty: 2642.460449
	Iteration 52Q: 3 clusters Score -150909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -150909.703125 Penalty: 2642.460449
	Iteration 53Q: 3 clusters Score -150909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -150910.562500 Penalty: 2642.460449
	Iteration 54Q: 3 clusters Score -150910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -150911.843750 Penalty: 2642.460449
	Iteration 55Q: 3 clusters Score -150911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -150913.343750 Penalty: 2642.460449
	Iteration 56Q: 3 clusters Score -150913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -150913.734375 Penalty: 2642.460449
	Iteration 57Q: 3 clusters Score -150913.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -150915.109375 Penalty: 2642.460449
	Iteration 58Q: 3 clusters Score -150915.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -150916.265625 Penalty: 2642.460449
	Iteration 59Q: 3 clusters Score -150916.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -150918.531250 Penalty: 2642.460449
	Iteration 60F: 3 clusters Score -150918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -150923.203125 Penalty: 2642.460449
	Iteration 61Q: 3 clusters Score -150923.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -150929.968750 Penalty: 2642.460449
	Iteration 62Q: 3 clusters Score -150930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -150939.171875 Penalty: 2642.460449
	Iteration 63Q: 3 clusters Score -150939.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -150954.859375 Penalty: 2642.460449
	Iteration 64Q: 3 clusters Score -150954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -150967.812500 Penalty: 2642.460449
	Iteration 65Q: 3 clusters Score -150967.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -150974.187500 Penalty: 2642.460449
	Iteration 66Q: 3 clusters Score -150974.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -150979.296875 Penalty: 2642.460449
	Iteration 67Q: 3 clusters Score -150979.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -150984.250000 Penalty: 2642.460449
	Iteration 68Q: 3 clusters Score -150984.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -150991.156250 Penalty: 2642.460449
	Iteration 69Q: 3 clusters Score -150991.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -151002.125000 Penalty: 2642.460449
	Iteration 70Q: 3 clusters Score -151002.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -151017.375000 Penalty: 2642.460449
	Iteration 71Q: 3 clusters Score -151017.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -151034.125000 Penalty: 2642.460449
	Iteration 72Q: 3 clusters Score -151034.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -151043.546875 Penalty: 2642.460449
	Iteration 73Q: 3 clusters Score -151043.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -151053.046875 Penalty: 2642.460449
	Iteration 74Q: 3 clusters Score -151053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -151056.625000 Penalty: 2642.460449
	Iteration 75Q: 3 clusters Score -151056.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -151060.468750 Penalty: 2642.460449
	Iteration 76Q: 3 clusters Score -151060.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -151062.515625 Penalty: 2642.460449
	Iteration 77Q: 3 clusters Score -151062.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -151065.906250 Penalty: 2642.460449
	Iteration 78Q: 3 clusters Score -151065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -151066.562500 Penalty: 2642.460449
	Iteration 79Q: 3 clusters Score -151066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -151067.875000 Penalty: 2642.460449
	Iteration 80F: 3 clusters Score -151067.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -151069.937500 Penalty: 2642.460449
	Iteration 81Q: 3 clusters Score -151069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -151070.937500 Penalty: 2642.460449
	Iteration 82Q: 3 clusters Score -151070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -151072.171875 Penalty: 2642.460449
	Iteration 83Q: 3 clusters Score -151072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -151073.687500 Penalty: 2642.460449
	Iteration 84Q: 3 clusters Score -151073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -151074.000000 Penalty: 2642.460449
	Iteration 85Q: 3 clusters Score -151074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -151075.015625 Penalty: 2642.460449
	Iteration 86Q: 3 clusters Score -151075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -151076.000000 Penalty: 2642.460449
	Iteration 87Q: 3 clusters Score -151076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -151076.000000 Penalty: 2642.460449
	Iteration 88F: 3 clusters Score -151076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Entering Unmasked Estep 
Score: -585405.750000 Penalty: 1533.977783
	Iteration 0F: 2 clusters Score -585405.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -576566.937500 Penalty: 3067.955566
	Iteration 0F: 3 clusters Score -576566.9 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -579949.000000 Penalty: 3067.955566
	Iteration 1F: 3 clusters Score -579949 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -580392.500000 Penalty: 3067.955566
	Iteration 2F: 3 clusters Score -580392.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -580778.125000 Penalty: 3067.955566
	Iteration 3F: 3 clusters Score -580778.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -581150.875000 Penalty: 3067.955566
	Iteration 4F: 3 clusters Score -581150.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -581474.062500 Penalty: 3067.955566
	Iteration 5Q: 3 clusters Score -581474.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -581793.875000 Penalty: 3067.955566
	Iteration 6Q: 3 clusters Score -581793.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -582100.625000 Penalty: 3067.955566
	Iteration 7Q: 3 clusters Score -582100.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -582413.062500 Penalty: 3067.955566
	Iteration 8Q: 3 clusters Score -582413.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -582703.125000 Penalty: 3067.955566
	Iteration 9Q: 3 clusters Score -582703.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -582911.062500 Penalty: 3067.955566
	Iteration 10Q: 3 clusters Score -582911.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -583071.562500 Penalty: 3067.955566
	Iteration 11Q: 3 clusters Score -583071.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -583211.062500 Penalty: 3067.955566
	Iteration 12Q: 3 clusters Score -583211.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -583325.937500 Penalty: 3067.955566
	Iteration 13Q: 3 clusters Score -583325.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -583440.500000 Penalty: 3067.955566
	Iteration 14Q: 3 clusters Score -583440.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -583535.625000 Penalty: 3067.955566
	Iteration 15Q: 3 clusters Score -583535.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -583615.312500 Penalty: 3067.955566
	Iteration 16Q: 3 clusters Score -583615.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -583684.937500 Penalty: 3067.955566
	Iteration 17Q: 3 clusters Score -583684.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -583754.937500 Penalty: 3067.955566
	Iteration 18Q: 3 clusters Score -583754.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -583826.437500 Penalty: 3067.955566
	Iteration 19Q: 3 clusters Score -583826.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -583893.000000 Penalty: 3067.955566
	Iteration 20F: 3 clusters Score -583893 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -583960.062500 Penalty: 3067.955566
	Iteration 21Q: 3 clusters Score -583960.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -584025.000000 Penalty: 3067.955566
	Iteration 22Q: 3 clusters Score -584025 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -584091.437500 Penalty: 3067.955566
	Iteration 23Q: 3 clusters Score -584091.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -584143.625000 Penalty: 3067.955566
	Iteration 24Q: 3 clusters Score -584143.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -584181.125000 Penalty: 3067.955566
	Iteration 25Q: 3 clusters Score -584181.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -584210.875000 Penalty: 3067.955566
	Iteration 26Q: 3 clusters Score -584210.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -584231.312500 Penalty: 3067.955566
	Iteration 27Q: 3 clusters Score -584231.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -584242.812500 Penalty: 3067.955566
	Iteration 28Q: 3 clusters Score -584242.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -584256.187500 Penalty: 3067.955566
	Iteration 29Q: 3 clusters Score -584256.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -584267.625000 Penalty: 3067.955566
	Iteration 30Q: 3 clusters Score -584267.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -584277.750000 Penalty: 3067.955566
	Iteration 31Q: 3 clusters Score -584277.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -584294.375000 Penalty: 3067.955566
	Iteration 32Q: 3 clusters Score -584294.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -584307.812500 Penalty: 3067.955566
	Iteration 33Q: 3 clusters Score -584307.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -584314.812500 Penalty: 3067.955566
	Iteration 34Q: 3 clusters Score -584314.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -584319.187500 Penalty: 3067.955566
	Iteration 35Q: 3 clusters Score -584319.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -584324.437500 Penalty: 3067.955566
	Iteration 36Q: 3 clusters Score -584324.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -584332.000000 Penalty: 3067.955566
	Iteration 37Q: 3 clusters Score -584332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -584338.562500 Penalty: 3067.955566
	Iteration 38Q: 3 clusters Score -584338.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -584347.687500 Penalty: 3067.955566
	Iteration 39Q: 3 clusters Score -584347.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -584358.500000 Penalty: 3067.955566
	Iteration 40F: 3 clusters Score -584358.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -584363.562500 Penalty: 3067.955566
	Iteration 41Q: 3 clusters Score -584363.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -584370.875000 Penalty: 3067.955566
	Iteration 42Q: 3 clusters Score -584370.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -584373.250000 Penalty: 3067.955566
	Iteration 43Q: 3 clusters Score -584373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -584374.375000 Penalty: 3067.955566
	Iteration 44Q: 3 clusters Score -584374.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -584379.812500 Penalty: 3067.955566
	Iteration 45Q: 3 clusters Score -584379.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -584384.062500 Penalty: 3067.955566
	Iteration 46Q: 3 clusters Score -584384.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -584388.250000 Penalty: 3067.955566
	Iteration 47Q: 3 clusters Score -584388.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -584392.875000 Penalty: 3067.955566
	Iteration 48Q: 3 clusters Score -584392.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -584395.937500 Penalty: 3067.955566
	Iteration 49Q: 3 clusters Score -584395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -584400.875000 Penalty: 3067.955566
	Iteration 50Q: 3 clusters Score -584400.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -584404.437500 Penalty: 3067.955566
	Iteration 51Q: 3 clusters Score -584404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -584407.437500 Penalty: 3067.955566
	Iteration 52Q: 3 clusters Score -584407.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -584408.437500 Penalty: 3067.955566
	Iteration 53Q: 3 clusters Score -584408.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -584410.312500 Penalty: 3067.955566
	Iteration 54Q: 3 clusters Score -584410.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -584411.125000 Penalty: 3067.955566
	Iteration 55Q: 3 clusters Score -584411.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -584412.750000 Penalty: 3067.955566
	Iteration 56Q: 3 clusters Score -584412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -584412.562500 Penalty: 3067.955566
	Iteration 57Q: 3 clusters Score -584412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -584413.062500 Penalty: 3067.955566
	Iteration 58Q: 3 clusters Score -584413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -584414.312500 Penalty: 3067.955566
	Iteration 59Q: 3 clusters Score -584414.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -584414.312500 Penalty: 3067.955566
	Iteration 60F: 3 clusters Score -584414.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -199304.000000 Penalty: 1382.509155
	Iteration 0F: 2 clusters Score -199304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -195312.828125 Penalty: 2765.018311
	Iteration 0F: 3 clusters Score -195312.8 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -196418.375000 Penalty: 2765.018311
	Iteration 1F: 3 clusters Score -196418.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -196667.125000 Penalty: 2765.018311
	Iteration 2F: 3 clusters Score -196667.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -196856.125000 Penalty: 2765.018311
	Iteration 3F: 3 clusters Score -196856.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -197021.875000 Penalty: 2765.018311
	Iteration 4F: 3 clusters Score -197021.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -197167.406250 Penalty: 2765.018311
	Iteration 5Q: 3 clusters Score -197167.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -197295.687500 Penalty: 2765.018311
	Iteration 6Q: 3 clusters Score -197295.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -197431.718750 Penalty: 2765.018311
	Iteration 7Q: 3 clusters Score -197431.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -197541.812500 Penalty: 2765.018311
	Iteration 8Q: 3 clusters Score -197541.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -197622.015625 Penalty: 2765.018311
	Iteration 9Q: 3 clusters Score -197622 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -197691.687500 Penalty: 2765.018311
	Iteration 10Q: 3 clusters Score -197691.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -197785.328125 Penalty: 2765.018311
	Iteration 11Q: 3 clusters Score -197785.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -197881.671875 Penalty: 2765.018311
	Iteration 12Q: 3 clusters Score -197881.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -197954.687500 Penalty: 2765.018311
	Iteration 13Q: 3 clusters Score -197954.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -198008.078125 Penalty: 2765.018311
	Iteration 14Q: 3 clusters Score -198008.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -198049.062500 Penalty: 2765.018311
	Iteration 15Q: 3 clusters Score -198049.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -198091.078125 Penalty: 2765.018311
	Iteration 16Q: 3 clusters Score -198091.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -198141.312500 Penalty: 2765.018311
	Iteration 17Q: 3 clusters Score -198141.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -198174.781250 Penalty: 2765.018311
	Iteration 18Q: 3 clusters Score -198174.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -198202.593750 Penalty: 2765.018311
	Iteration 19Q: 3 clusters Score -198202.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -198220.484375 Penalty: 2765.018311
	Iteration 20F: 3 clusters Score -198220.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -198230.453125 Penalty: 2765.018311
	Iteration 21Q: 3 clusters Score -198230.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -198242.187500 Penalty: 2765.018311
	Iteration 22Q: 3 clusters Score -198242.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -198253.406250 Penalty: 2765.018311
	Iteration 23Q: 3 clusters Score -198253.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -198260.453125 Penalty: 2765.018311
	Iteration 24Q: 3 clusters Score -198260.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -198266.578125 Penalty: 2765.018311
	Iteration 25Q: 3 clusters Score -198266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -198271.750000 Penalty: 2765.018311
	Iteration 26Q: 3 clusters Score -198271.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -198277.625000 Penalty: 2765.018311
	Iteration 27Q: 3 clusters Score -198277.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -198280.859375 Penalty: 2765.018311
	Iteration 28Q: 3 clusters Score -198280.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -198283.109375 Penalty: 2765.018311
	Iteration 29Q: 3 clusters Score -198283.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -198285.828125 Penalty: 2765.018311
	Iteration 30Q: 3 clusters Score -198285.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -198288.125000 Penalty: 2765.018311
	Iteration 31Q: 3 clusters Score -198288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -198290.468750 Penalty: 2765.018311
	Iteration 32Q: 3 clusters Score -198290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -198295.234375 Penalty: 2765.018311
	Iteration 33Q: 3 clusters Score -198295.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -198297.562500 Penalty: 2765.018311
	Iteration 34Q: 3 clusters Score -198297.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -198299.015625 Penalty: 2765.018311
	Iteration 35Q: 3 clusters Score -198299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -198300.625000 Penalty: 2765.018311
	Iteration 36Q: 3 clusters Score -198300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -198301.406250 Penalty: 2765.018311
	Iteration 37Q: 3 clusters Score -198301.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -198301.406250 Penalty: 2765.018311
	Iteration 38F: 3 clusters Score -198301.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Entering Unmasked Estep 
Score: -1543579.625000 Penalty: 1676.762695
	Iteration 0F: 2 clusters Score -1543580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1523169.375000 Penalty: 3353.525391
	Iteration 0F: 3 clusters Score -1523169 nChanged 13949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1531379.375000 Penalty: 3353.525391
	Iteration 1F: 3 clusters Score -1531379 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -1532304.625000 Penalty: 3353.525391
	Iteration 2F: 3 clusters Score -1532305 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1533585.625000 Penalty: 3353.525391
	Iteration 3F: 3 clusters Score -1533586 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -1535458.000000 Penalty: 3353.525391
	Iteration 4F: 3 clusters Score -1535458 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -1537699.500000 Penalty: 3353.525391
	Iteration 5F: 3 clusters Score -1537700 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -1539721.000000 Penalty: 3353.525391
	Iteration 6F: 3 clusters Score -1539721 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -1540962.000000 Penalty: 3353.525391
	Iteration 7Q: 3 clusters Score -1540962 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -1541505.750000 Penalty: 3353.525391
	Iteration 8Q: 3 clusters Score -1541506 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -1541772.500000 Penalty: 3353.525391
	Iteration 9Q: 3 clusters Score -1541772 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -1541925.500000 Penalty: 3353.525391
	Iteration 10Q: 3 clusters Score -1541926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -1542006.500000 Penalty: 3353.525391
	Iteration 11Q: 3 clusters Score -1542006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -1542049.125000 Penalty: 3353.525391
	Iteration 12Q: 3 clusters Score -1542049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -1542070.500000 Penalty: 3353.525391
	Iteration 13Q: 3 clusters Score -1542070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -1542084.625000 Penalty: 3353.525391
	Iteration 14Q: 3 clusters Score -1542085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -1542091.375000 Penalty: 3353.525391
	Iteration 15Q: 3 clusters Score -1542091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -1542094.500000 Penalty: 3353.525391
	Iteration 16Q: 3 clusters Score -1542094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -1542100.875000 Penalty: 3353.525391
	Iteration 17Q: 3 clusters Score -1542101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -1542104.875000 Penalty: 3353.525391
	Iteration 18Q: 3 clusters Score -1542105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -1542112.125000 Penalty: 3353.525391
	Iteration 19Q: 3 clusters Score -1542112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -1542114.375000 Penalty: 3353.525391
	Iteration 20F: 3 clusters Score -1542114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17250 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9858 members 
Mstep: Class 7 contains 12621 members 
Mstep: Class 8 contains 326421 members 
Mstep: Class 9 contains 94053 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24401 members 
Mstep: Class 16 contains 2500 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12580 members 
Mstep: Class 19 contains 4953 members 
Mstep: Class 20 contains 30289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197116.000000 Penalty: 43161.070312
Iteration 319Q: 21 clusters Score -2.819712e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17240 members 
Mstep: Class 4 contains 9007 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9858 members 
Mstep: Class 7 contains 12620 members 
Mstep: Class 8 contains 326447 members 
Mstep: Class 9 contains 94038 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24391 members 
Mstep: Class 16 contains 2496 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 30293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197128.000000 Penalty: 43161.070312
Iteration 320F: 21 clusters Score -2.819713e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17230 members 
Mstep: Class 4 contains 9013 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9859 members 
Mstep: Class 7 contains 12622 members 
Mstep: Class 8 contains 326478 members 
Mstep: Class 9 contains 94023 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24375 members 
Mstep: Class 16 contains 2492 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 12582 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 30302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197158.000000 Penalty: 43161.070312
Iteration 321Q: 21 clusters Score -2.819716e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17222 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 12621 members 
Mstep: Class 8 contains 326507 members 
Mstep: Class 9 contains 94011 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24359 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 12585 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 30306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197180.000000 Penalty: 43161.070312
Iteration 322Q: 21 clusters Score -2.819718e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17214 members 
Mstep: Class 4 contains 9024 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 12621 members 
Mstep: Class 8 contains 326539 members 
Mstep: Class 9 contains 94002 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24333 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 12586 members 
Mstep: Class 19 contains 4956 members 
Mstep: Class 20 contains 30312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197214.000000 Penalty: 43161.070312
Iteration 323Q: 21 clusters Score -2.819721e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17209 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 12621 members 
Mstep: Class 8 contains 326568 members 
Mstep: Class 9 contains 93992 members 
Mstep: Class 10 contains 1524 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24310 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 3394 members 
Mstep: Class 18 contains 12589 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 30319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197200.000000 Penalty: 43161.070312
Iteration 324Q: 21 clusters Score -2.81972e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17208 members 
Mstep: Class 4 contains 9021 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 12618 members 
Mstep: Class 8 contains 326598 members 
Mstep: Class 9 contains 93978 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24294 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 12589 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 30323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197194.000000 Penalty: 43161.070312
Iteration 325Q: 21 clusters Score -2.819719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17207 members 
Mstep: Class 4 contains 9019 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 12618 members 
Mstep: Class 8 contains 326620 members 
Mstep: Class 9 contains 93966 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24283 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 30327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197170.000000 Penalty: 43161.070312
Iteration 326Q: 21 clusters Score -2.819717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17207 members 
Mstep: Class 4 contains 9018 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9860 members 
Mstep: Class 7 contains 12616 members 
Mstep: Class 8 contains 326641 members 
Mstep: Class 9 contains 93955 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24273 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 12587 members 
Mstep: Class 19 contains 4964 members 
Mstep: Class 20 contains 30331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197174.000000 Penalty: 43161.070312
Iteration 327Q: 21 clusters Score -2.819717e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17204 members 
Mstep: Class 4 contains 9022 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 12612 members 
Mstep: Class 8 contains 326662 members 
Mstep: Class 9 contains 93946 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24264 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 3396 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 30332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197148.000000 Penalty: 43161.070312
Iteration 328Q: 21 clusters Score -2.819715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17200 members 
Mstep: Class 4 contains 9025 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 12610 members 
Mstep: Class 8 contains 326676 members 
Mstep: Class 9 contains 93938 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24259 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12589 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 30333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197172.000000 Penalty: 43161.070312
Iteration 329Q: 21 clusters Score -2.819717e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17197 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12609 members 
Mstep: Class 8 contains 326696 members 
Mstep: Class 9 contains 93926 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24250 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12590 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 30334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197186.000000 Penalty: 43161.070312
Iteration 330Q: 21 clusters Score -2.819719e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17194 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12609 members 
Mstep: Class 8 contains 326711 members 
Mstep: Class 9 contains 93922 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24242 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12592 members 
Mstep: Class 19 contains 4962 members 
Mstep: Class 20 contains 30334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197174.000000 Penalty: 43161.070312
Iteration 331Q: 21 clusters Score -2.819717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17192 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12609 members 
Mstep: Class 8 contains 326729 members 
Mstep: Class 9 contains 93917 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24230 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12595 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 30335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197150.000000 Penalty: 43161.070312
Iteration 332Q: 21 clusters Score -2.819715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17189 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12608 members 
Mstep: Class 8 contains 326741 members 
Mstep: Class 9 contains 93916 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24221 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12597 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 30336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197170.000000 Penalty: 43161.070312
Iteration 333Q: 21 clusters Score -2.819717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17187 members 
Mstep: Class 4 contains 9029 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12606 members 
Mstep: Class 8 contains 326754 members 
Mstep: Class 9 contains 93911 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24214 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12598 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 30337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197156.000000 Penalty: 43161.070312
Iteration 334Q: 21 clusters Score -2.819716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 4 contains 9029 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12603 members 
Mstep: Class 8 contains 326771 members 
Mstep: Class 9 contains 93905 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24207 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12598 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 30341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197156.000000 Penalty: 43161.070312
Iteration 335Q: 21 clusters Score -2.819716e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17184 members 
Mstep: Class 4 contains 9029 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12601 members 
Mstep: Class 8 contains 326788 members 
Mstep: Class 9 contains 93896 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24202 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12599 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 30342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197152.000000 Penalty: 43161.070312
Iteration 336Q: 21 clusters Score -2.819715e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17184 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12601 members 
Mstep: Class 8 contains 326797 members 
Mstep: Class 9 contains 93890 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24196 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12601 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 30341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197146.000000 Penalty: 43161.070312
Iteration 337Q: 21 clusters Score -2.819715e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12600 members 
Mstep: Class 8 contains 326809 members 
Mstep: Class 9 contains 93885 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24189 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12603 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197158.000000 Penalty: 43161.070312
Iteration 338Q: 21 clusters Score -2.819716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12599 members 
Mstep: Class 8 contains 326822 members 
Mstep: Class 9 contains 93881 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24181 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197154.000000 Penalty: 43161.070312
Iteration 339Q: 21 clusters Score -2.819715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12598 members 
Mstep: Class 8 contains 326837 members 
Mstep: Class 9 contains 93874 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24175 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197156.000000 Penalty: 43161.070312
Iteration 340F: 21 clusters Score -2.819716e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9862 members 
Mstep: Class 7 contains 12598 members 
Mstep: Class 8 contains 326847 members 
Mstep: Class 9 contains 93869 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24170 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197156.000000 Penalty: 43161.070312
Iteration 341Q: 21 clusters Score -2.819716e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17185 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12598 members 
Mstep: Class 8 contains 326859 members 
Mstep: Class 9 contains 93862 members 
Mstep: Class 10 contains 1522 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24163 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197130.000000 Penalty: 43161.070312
Iteration 342Q: 21 clusters Score -2.819713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17184 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12597 members 
Mstep: Class 8 contains 326871 members 
Mstep: Class 9 contains 93858 members 
Mstep: Class 10 contains 1521 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24157 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197126.000000 Penalty: 43161.070312
Iteration 343Q: 21 clusters Score -2.819713e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17184 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12595 members 
Mstep: Class 8 contains 326880 members 
Mstep: Class 9 contains 93853 members 
Mstep: Class 10 contains 1520 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1413 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24155 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197134.000000 Penalty: 43161.070312
Iteration 344Q: 21 clusters Score -2.819713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17184 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12594 members 
Mstep: Class 8 contains 326887 members 
Mstep: Class 9 contains 93852 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24151 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197130.000000 Penalty: 43161.070312
Iteration 345Q: 21 clusters Score -2.819713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17184 members 
Mstep: Class 4 contains 9032 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12593 members 
Mstep: Class 8 contains 326891 members 
Mstep: Class 9 contains 93852 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24149 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197126.000000 Penalty: 43161.070312
Iteration 346Q: 21 clusters Score -2.819713e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17183 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12594 members 
Mstep: Class 8 contains 326894 members 
Mstep: Class 9 contains 93851 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24147 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197144.000000 Penalty: 43161.070312
Iteration 347Q: 21 clusters Score -2.819714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17183 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12593 members 
Mstep: Class 8 contains 326899 members 
Mstep: Class 9 contains 93849 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24144 members 
Mstep: Class 16 contains 2471 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197148.000000 Penalty: 43161.070312
Iteration 348Q: 21 clusters Score -2.819715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17183 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12591 members 
Mstep: Class 8 contains 326908 members 
Mstep: Class 9 contains 93847 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24138 members 
Mstep: Class 16 contains 2472 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197134.000000 Penalty: 43161.070312
Iteration 349Q: 21 clusters Score -2.819713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17183 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12590 members 
Mstep: Class 8 contains 326919 members 
Mstep: Class 9 contains 93842 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24132 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197124.000000 Penalty: 43161.070312
Iteration 350Q: 21 clusters Score -2.819712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17183 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326930 members 
Mstep: Class 9 contains 93836 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24128 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197106.000000 Penalty: 43161.070312
Iteration 351Q: 21 clusters Score -2.819711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17183 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326939 members 
Mstep: Class 9 contains 93832 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24123 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197124.000000 Penalty: 43161.070312
Iteration 352Q: 21 clusters Score -2.819712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326947 members 
Mstep: Class 9 contains 93828 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197132.000000 Penalty: 43161.070312
Iteration 353Q: 21 clusters Score -2.819713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326949 members 
Mstep: Class 9 contains 93826 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24120 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197116.000000 Penalty: 43161.070312
Iteration 354Q: 21 clusters Score -2.819712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326951 members 
Mstep: Class 9 contains 93825 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24119 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197124.000000 Penalty: 43161.070312
Iteration 355Q: 21 clusters Score -2.819712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326957 members 
Mstep: Class 9 contains 93822 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24116 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197122.000000 Penalty: 43161.070312
Iteration 356Q: 21 clusters Score -2.819712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326961 members 
Mstep: Class 9 contains 93818 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24115 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197118.000000 Penalty: 43161.070312
Iteration 357Q: 21 clusters Score -2.819712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326964 members 
Mstep: Class 9 contains 93817 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24112 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197110.000000 Penalty: 43161.070312
Iteration 358Q: 21 clusters Score -2.819711e+07 nChanged 4
Entering ConstructFrom: 
Score: -28197110.000000 Penalty: 43161.070312
Entering ConstructFrom: 
Trying to split cluster 1 (16828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Entering Unmasked Estep 
Score: -854170.937500 Penalty: 1581.255005
	Iteration 0F: 2 clusters Score -854170.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -842571.687500 Penalty: 3162.510010
	Iteration 0F: 3 clusters Score -842571.7 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -846838.500000 Penalty: 3162.510010
	Iteration 1F: 3 clusters Score -846838.5 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -847281.125000 Penalty: 3162.510010
	Iteration 2F: 3 clusters Score -847281.1 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -847805.500000 Penalty: 3162.510010
	Iteration 3F: 3 clusters Score -847805.5 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -848418.312500 Penalty: 3162.510010
	Iteration 4F: 3 clusters Score -848418.3 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -849141.750000 Penalty: 3162.510010
	Iteration 5F: 3 clusters Score -849141.8 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -850016.750000 Penalty: 3162.510010
	Iteration 6F: 3 clusters Score -850016.8 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -850944.000000 Penalty: 3162.510010
	Iteration 7F: 3 clusters Score -850944 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -851622.750000 Penalty: 3162.510010
	Iteration 8F: 3 clusters Score -851622.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -851991.500000 Penalty: 3162.510010
	Iteration 9Q: 3 clusters Score -851991.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -852159.250000 Penalty: 3162.510010
	Iteration 10Q: 3 clusters Score -852159.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -852255.687500 Penalty: 3162.510010
	Iteration 11Q: 3 clusters Score -852255.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -852352.562500 Penalty: 3162.510010
	Iteration 12Q: 3 clusters Score -852352.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -852443.875000 Penalty: 3162.510010
	Iteration 13Q: 3 clusters Score -852443.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -852514.750000 Penalty: 3162.510010
	Iteration 14Q: 3 clusters Score -852514.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -852570.687500 Penalty: 3162.510010
	Iteration 15Q: 3 clusters Score -852570.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -852616.500000 Penalty: 3162.510010
	Iteration 16Q: 3 clusters Score -852616.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -852652.687500 Penalty: 3162.510010
	Iteration 17Q: 3 clusters Score -852652.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -852684.375000 Penalty: 3162.510010
	Iteration 18Q: 3 clusters Score -852684.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -852704.750000 Penalty: 3162.510010
	Iteration 19Q: 3 clusters Score -852704.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -852728.562500 Penalty: 3162.510010
	Iteration 20F: 3 clusters Score -852728.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -852746.062500 Penalty: 3162.510010
	Iteration 21Q: 3 clusters Score -852746.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -852764.000000 Penalty: 3162.510010
	Iteration 22Q: 3 clusters Score -852764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -852775.062500 Penalty: 3162.510010
	Iteration 23Q: 3 clusters Score -852775.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -852784.125000 Penalty: 3162.510010
	Iteration 24Q: 3 clusters Score -852784.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -852793.687500 Penalty: 3162.510010
	Iteration 25Q: 3 clusters Score -852793.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -852806.062500 Penalty: 3162.510010
	Iteration 26Q: 3 clusters Score -852806.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -852816.812500 Penalty: 3162.510010
	Iteration 27Q: 3 clusters Score -852816.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -852823.312500 Penalty: 3162.510010
	Iteration 28Q: 3 clusters Score -852823.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -852827.000000 Penalty: 3162.510010
	Iteration 29Q: 3 clusters Score -852827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -852831.625000 Penalty: 3162.510010
	Iteration 30Q: 3 clusters Score -852831.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -852835.250000 Penalty: 3162.510010
	Iteration 31Q: 3 clusters Score -852835.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -852835.562500 Penalty: 3162.510010
	Iteration 32Q: 3 clusters Score -852835.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -852838.937500 Penalty: 3162.510010
	Iteration 33Q: 3 clusters Score -852838.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -852844.375000 Penalty: 3162.510010
	Iteration 34Q: 3 clusters Score -852844.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -852846.500000 Penalty: 3162.510010
	Iteration 35Q: 3 clusters Score -852846.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -852846.812500 Penalty: 3162.510010
	Iteration 36Q: 3 clusters Score -852846.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -852847.875000 Penalty: 3162.510010
	Iteration 37Q: 3 clusters Score -852847.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -852848.187500 Penalty: 3162.510010
	Iteration 38Q: 3 clusters Score -852848.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -852850.625000 Penalty: 3162.510010
	Iteration 39Q: 3 clusters Score -852850.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -852853.562500 Penalty: 3162.510010
	Iteration 40F: 3 clusters Score -852853.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -852855.125000 Penalty: 3162.510010
	Iteration 41Q: 3 clusters Score -852855.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -852858.187500 Penalty: 3162.510010
	Iteration 42Q: 3 clusters Score -852858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -852859.000000 Penalty: 3162.510010
	Iteration 43Q: 3 clusters Score -852859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -852858.062500 Penalty: 3162.510010
	Iteration 44Q: 3 clusters Score -852858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -852858.187500 Penalty: 3162.510010
	Iteration 45Q: 3 clusters Score -852858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -852859.437500 Penalty: 3162.510010
	Iteration 46Q: 3 clusters Score -852859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -852860.187500 Penalty: 3162.510010
	Iteration 47Q: 3 clusters Score -852860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -852861.125000 Penalty: 3162.510010
	Iteration 48Q: 3 clusters Score -852861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -852860.312500 Penalty: 3162.510010
	Iteration 49Q: 3 clusters Score -852860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -852859.125000 Penalty: 3162.510010
	Iteration 50Q: 3 clusters Score -852859.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -852859.125000 Penalty: 3162.510010
	Iteration 51F: 3 clusters Score -852859.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -606417.000000 Penalty: 1525.914429
	Iteration 0F: 2 clusters Score -606417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -598024.250000 Penalty: 3051.828857
	Iteration 0F: 3 clusters Score -598024.2 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -600979.187500 Penalty: 3051.828857
	Iteration 1F: 3 clusters Score -600979.2 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -601414.437500 Penalty: 3051.828857
	Iteration 2F: 3 clusters Score -601414.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -601871.187500 Penalty: 3051.828857
	Iteration 3F: 3 clusters Score -601871.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -602365.000000 Penalty: 3051.828857
	Iteration 4F: 3 clusters Score -602365 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -602897.000000 Penalty: 3051.828857
	Iteration 5F: 3 clusters Score -602897 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -603408.625000 Penalty: 3051.828857
	Iteration 6F: 3 clusters Score -603408.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -603852.000000 Penalty: 3051.828857
	Iteration 7Q: 3 clusters Score -603852 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -604208.187500 Penalty: 3051.828857
	Iteration 8Q: 3 clusters Score -604208.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -604483.687500 Penalty: 3051.828857
	Iteration 9Q: 3 clusters Score -604483.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -604658.437500 Penalty: 3051.828857
	Iteration 10Q: 3 clusters Score -604658.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -604764.937500 Penalty: 3051.828857
	Iteration 11Q: 3 clusters Score -604764.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -604851.187500 Penalty: 3051.828857
	Iteration 12Q: 3 clusters Score -604851.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -604911.000000 Penalty: 3051.828857
	Iteration 13Q: 3 clusters Score -604911 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -604965.125000 Penalty: 3051.828857
	Iteration 14Q: 3 clusters Score -604965.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -605009.375000 Penalty: 3051.828857
	Iteration 15Q: 3 clusters Score -605009.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -605032.562500 Penalty: 3051.828857
	Iteration 16Q: 3 clusters Score -605032.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -605049.625000 Penalty: 3051.828857
	Iteration 17Q: 3 clusters Score -605049.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -605064.937500 Penalty: 3051.828857
	Iteration 18Q: 3 clusters Score -605064.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -605073.500000 Penalty: 3051.828857
	Iteration 19Q: 3 clusters Score -605073.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -605084.250000 Penalty: 3051.828857
	Iteration 20F: 3 clusters Score -605084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -605092.750000 Penalty: 3051.828857
	Iteration 21Q: 3 clusters Score -605092.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -605096.250000 Penalty: 3051.828857
	Iteration 22Q: 3 clusters Score -605096.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -605103.250000 Penalty: 3051.828857
	Iteration 23Q: 3 clusters Score -605103.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -605109.000000 Penalty: 3051.828857
	Iteration 24Q: 3 clusters Score -605109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -605113.687500 Penalty: 3051.828857
	Iteration 25Q: 3 clusters Score -605113.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -605117.812500 Penalty: 3051.828857
	Iteration 26Q: 3 clusters Score -605117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -605125.437500 Penalty: 3051.828857
	Iteration 27Q: 3 clusters Score -605125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -605130.375000 Penalty: 3051.828857
	Iteration 28Q: 3 clusters Score -605130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -605136.625000 Penalty: 3051.828857
	Iteration 29Q: 3 clusters Score -605136.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -605141.062500 Penalty: 3051.828857
	Iteration 30Q: 3 clusters Score -605141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -605144.562500 Penalty: 3051.828857
	Iteration 31Q: 3 clusters Score -605144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -605146.437500 Penalty: 3051.828857
	Iteration 32Q: 3 clusters Score -605146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -605151.500000 Penalty: 3051.828857
	Iteration 33Q: 3 clusters Score -605151.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -605152.562500 Penalty: 3051.828857
	Iteration 34Q: 3 clusters Score -605152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -605152.500000 Penalty: 3051.828857
	Iteration 35Q: 3 clusters Score -605152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -605153.125000 Penalty: 3051.828857
	Iteration 36Q: 3 clusters Score -605153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -605154.625000 Penalty: 3051.828857
	Iteration 37Q: 3 clusters Score -605154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -605155.875000 Penalty: 3051.828857
	Iteration 38Q: 3 clusters Score -605155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -605155.312500 Penalty: 3051.828857
	Iteration 39Q: 3 clusters Score -605155.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -605158.375000 Penalty: 3051.828857
	Iteration 40F: 3 clusters Score -605158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -605159.500000 Penalty: 3051.828857
	Iteration 41Q: 3 clusters Score -605159.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -605159.500000 Penalty: 3051.828857
	Iteration 42F: 3 clusters Score -605159.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Entering Unmasked Estep 
Score: -837236.500000 Penalty: 1584.637817
	Iteration 0F: 2 clusters Score -837236.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -825531.062500 Penalty: 3169.275635
	Iteration 0F: 3 clusters Score -825531.1 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -829730.375000 Penalty: 3169.275635
	Iteration 1F: 3 clusters Score -829730.4 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -830004.375000 Penalty: 3169.275635
	Iteration 2Q: 3 clusters Score -830004.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -830208.875000 Penalty: 3169.275635
	Iteration 3Q: 3 clusters Score -830208.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -830404.312500 Penalty: 3169.275635
	Iteration 4Q: 3 clusters Score -830404.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -830600.937500 Penalty: 3169.275635
	Iteration 5Q: 3 clusters Score -830600.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -830777.062500 Penalty: 3169.275635
	Iteration 6Q: 3 clusters Score -830777.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -830970.875000 Penalty: 3169.275635
	Iteration 7Q: 3 clusters Score -830970.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -831188.937500 Penalty: 3169.275635
	Iteration 8Q: 3 clusters Score -831188.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -831460.875000 Penalty: 3169.275635
	Iteration 9Q: 3 clusters Score -831460.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -831755.562500 Penalty: 3169.275635
	Iteration 10Q: 3 clusters Score -831755.6 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -832114.312500 Penalty: 3169.275635
	Iteration 11Q: 3 clusters Score -832114.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -832531.875000 Penalty: 3169.275635
	Iteration 12Q: 3 clusters Score -832531.9 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -832959.562500 Penalty: 3169.275635
	Iteration 13Q: 3 clusters Score -832959.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -833435.375000 Penalty: 3169.275635
	Iteration 14Q: 3 clusters Score -833435.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -833912.625000 Penalty: 3169.275635
	Iteration 15Q: 3 clusters Score -833912.6 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -834382.250000 Penalty: 3169.275635
	Iteration 16Q: 3 clusters Score -834382.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -834742.000000 Penalty: 3169.275635
	Iteration 17Q: 3 clusters Score -834742 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -835003.375000 Penalty: 3169.275635
	Iteration 18Q: 3 clusters Score -835003.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -835198.562500 Penalty: 3169.275635
	Iteration 19Q: 3 clusters Score -835198.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -835354.875000 Penalty: 3169.275635
	Iteration 20F: 3 clusters Score -835354.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -835487.562500 Penalty: 3169.275635
	Iteration 21Q: 3 clusters Score -835487.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -835578.562500 Penalty: 3169.275635
	Iteration 22Q: 3 clusters Score -835578.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -835651.687500 Penalty: 3169.275635
	Iteration 23Q: 3 clusters Score -835651.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -835716.562500 Penalty: 3169.275635
	Iteration 24Q: 3 clusters Score -835716.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -835770.937500 Penalty: 3169.275635
	Iteration 25Q: 3 clusters Score -835770.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -835814.187500 Penalty: 3169.275635
	Iteration 26Q: 3 clusters Score -835814.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -835848.750000 Penalty: 3169.275635
	Iteration 27Q: 3 clusters Score -835848.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -835879.625000 Penalty: 3169.275635
	Iteration 28Q: 3 clusters Score -835879.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -835908.625000 Penalty: 3169.275635
	Iteration 29Q: 3 clusters Score -835908.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -835929.937500 Penalty: 3169.275635
	Iteration 30Q: 3 clusters Score -835929.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -835951.562500 Penalty: 3169.275635
	Iteration 31Q: 3 clusters Score -835951.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -835976.000000 Penalty: 3169.275635
	Iteration 32Q: 3 clusters Score -835976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -835999.000000 Penalty: 3169.275635
	Iteration 33Q: 3 clusters Score -835999 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -836021.062500 Penalty: 3169.275635
	Iteration 34Q: 3 clusters Score -836021.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -836037.000000 Penalty: 3169.275635
	Iteration 35Q: 3 clusters Score -836037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -836054.937500 Penalty: 3169.275635
	Iteration 36Q: 3 clusters Score -836054.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -836072.375000 Penalty: 3169.275635
	Iteration 37Q: 3 clusters Score -836072.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -836085.875000 Penalty: 3169.275635
	Iteration 38Q: 3 clusters Score -836085.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -836095.562500 Penalty: 3169.275635
	Iteration 39Q: 3 clusters Score -836095.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -836104.625000 Penalty: 3169.275635
	Iteration 40F: 3 clusters Score -836104.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -836110.625000 Penalty: 3169.275635
	Iteration 41Q: 3 clusters Score -836110.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -836114.562500 Penalty: 3169.275635
	Iteration 42Q: 3 clusters Score -836114.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -836119.625000 Penalty: 3169.275635
	Iteration 43Q: 3 clusters Score -836119.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -836124.250000 Penalty: 3169.275635
	Iteration 44Q: 3 clusters Score -836124.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -836128.812500 Penalty: 3169.275635
	Iteration 45Q: 3 clusters Score -836128.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -836132.500000 Penalty: 3169.275635
	Iteration 46Q: 3 clusters Score -836132.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -836138.312500 Penalty: 3169.275635
	Iteration 47Q: 3 clusters Score -836138.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -836139.625000 Penalty: 3169.275635
	Iteration 48Q: 3 clusters Score -836139.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -836141.062500 Penalty: 3169.275635
	Iteration 49Q: 3 clusters Score -836141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -836141.687500 Penalty: 3169.275635
	Iteration 50Q: 3 clusters Score -836141.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -836142.875000 Penalty: 3169.275635
	Iteration 51Q: 3 clusters Score -836142.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -836143.937500 Penalty: 3169.275635
	Iteration 52Q: 3 clusters Score -836143.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -836144.812500 Penalty: 3169.275635
	Iteration 53Q: 3 clusters Score -836144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -836144.937500 Penalty: 3169.275635
	Iteration 54Q: 3 clusters Score -836144.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -836145.937500 Penalty: 3169.275635
	Iteration 55Q: 3 clusters Score -836145.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -836146.187500 Penalty: 3169.275635
	Iteration 56Q: 3 clusters Score -836146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -836145.687500 Penalty: 3169.275635
	Iteration 57Q: 3 clusters Score -836145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -836146.062500 Penalty: 3169.275635
	Iteration 58Q: 3 clusters Score -836146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -836147.312500 Penalty: 3169.275635
	Iteration 59Q: 3 clusters Score -836147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -836148.812500 Penalty: 3169.275635
	Iteration 60F: 3 clusters Score -836148.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -836149.187500 Penalty: 3169.275635
	Iteration 61Q: 3 clusters Score -836149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -836149.750000 Penalty: 3169.275635
	Iteration 62Q: 3 clusters Score -836149.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -836151.312500 Penalty: 3169.275635
	Iteration 63Q: 3 clusters Score -836151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -836153.562500 Penalty: 3169.275635
	Iteration 64Q: 3 clusters Score -836153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -836154.125000 Penalty: 3169.275635
	Iteration 65Q: 3 clusters Score -836154.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -836154.312500 Penalty: 3169.275635
	Iteration 66Q: 3 clusters Score -836154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -836154.937500 Penalty: 3169.275635
	Iteration 67Q: 3 clusters Score -836154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -836155.250000 Penalty: 3169.275635
	Iteration 68Q: 3 clusters Score -836155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -836154.875000 Penalty: 3169.275635
	Iteration 69Q: 3 clusters Score -836154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -836154.875000 Penalty: 3169.275635
	Iteration 70F: 3 clusters Score -836154.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Entering Unmasked Estep 
Score: -438190.375000 Penalty: 1480.171875
	Iteration 0F: 2 clusters Score -438190.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -431605.562500 Penalty: 2960.343750
	Iteration 0F: 3 clusters Score -431605.6 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -433617.812500 Penalty: 2960.343750
	Iteration 1F: 3 clusters Score -433617.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -433871.093750 Penalty: 2960.343750
	Iteration 2F: 3 clusters Score -433871.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -434106.656250 Penalty: 2960.343750
	Iteration 3F: 3 clusters Score -434106.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -434306.781250 Penalty: 2960.343750
	Iteration 4Q: 3 clusters Score -434306.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -434501.937500 Penalty: 2960.343750
	Iteration 5Q: 3 clusters Score -434501.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -434695.375000 Penalty: 2960.343750
	Iteration 6Q: 3 clusters Score -434695.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -434915.250000 Penalty: 2960.343750
	Iteration 7Q: 3 clusters Score -434915.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -435184.468750 Penalty: 2960.343750
	Iteration 8Q: 3 clusters Score -435184.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -435461.437500 Penalty: 2960.343750
	Iteration 9Q: 3 clusters Score -435461.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -435717.906250 Penalty: 2960.343750
	Iteration 10Q: 3 clusters Score -435717.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -435927.656250 Penalty: 2960.343750
	Iteration 11Q: 3 clusters Score -435927.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -436101.343750 Penalty: 2960.343750
	Iteration 12Q: 3 clusters Score -436101.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -436259.250000 Penalty: 2960.343750
	Iteration 13Q: 3 clusters Score -436259.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -436396.343750 Penalty: 2960.343750
	Iteration 14Q: 3 clusters Score -436396.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -436518.500000 Penalty: 2960.343750
	Iteration 15Q: 3 clusters Score -436518.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -436593.000000 Penalty: 2960.343750
	Iteration 16Q: 3 clusters Score -436593 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -436655.218750 Penalty: 2960.343750
	Iteration 17Q: 3 clusters Score -436655.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -436710.968750 Penalty: 2960.343750
	Iteration 18Q: 3 clusters Score -436711 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -436745.781250 Penalty: 2960.343750
	Iteration 19Q: 3 clusters Score -436745.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -436784.906250 Penalty: 2960.343750
	Iteration 20F: 3 clusters Score -436784.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -436808.656250 Penalty: 2960.343750
	Iteration 21Q: 3 clusters Score -436808.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -436822.687500 Penalty: 2960.343750
	Iteration 22Q: 3 clusters Score -436822.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -436839.750000 Penalty: 2960.343750
	Iteration 23Q: 3 clusters Score -436839.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -436850.531250 Penalty: 2960.343750
	Iteration 24Q: 3 clusters Score -436850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -436857.375000 Penalty: 2960.343750
	Iteration 25Q: 3 clusters Score -436857.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -436865.875000 Penalty: 2960.343750
	Iteration 26Q: 3 clusters Score -436865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -436872.437500 Penalty: 2960.343750
	Iteration 27Q: 3 clusters Score -436872.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -436878.656250 Penalty: 2960.343750
	Iteration 28Q: 3 clusters Score -436878.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -436887.375000 Penalty: 2960.343750
	Iteration 29Q: 3 clusters Score -436887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -436890.718750 Penalty: 2960.343750
	Iteration 30Q: 3 clusters Score -436890.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -436893.375000 Penalty: 2960.343750
	Iteration 31Q: 3 clusters Score -436893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -436900.093750 Penalty: 2960.343750
	Iteration 32Q: 3 clusters Score -436900.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -436903.468750 Penalty: 2960.343750
	Iteration 33Q: 3 clusters Score -436903.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -436908.562500 Penalty: 2960.343750
	Iteration 34Q: 3 clusters Score -436908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -436915.218750 Penalty: 2960.343750
	Iteration 35Q: 3 clusters Score -436915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -436918.343750 Penalty: 2960.343750
	Iteration 36Q: 3 clusters Score -436918.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -436924.750000 Penalty: 2960.343750
	Iteration 37Q: 3 clusters Score -436924.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -436931.312500 Penalty: 2960.343750
	Iteration 38Q: 3 clusters Score -436931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -436938.718750 Penalty: 2960.343750
	Iteration 39Q: 3 clusters Score -436938.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -436946.656250 Penalty: 2960.343750
	Iteration 40F: 3 clusters Score -436946.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -436950.718750 Penalty: 2960.343750
	Iteration 41Q: 3 clusters Score -436950.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -436953.468750 Penalty: 2960.343750
	Iteration 42Q: 3 clusters Score -436953.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -436957.187500 Penalty: 2960.343750
	Iteration 43Q: 3 clusters Score -436957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -436959.062500 Penalty: 2960.343750
	Iteration 44Q: 3 clusters Score -436959.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -436963.093750 Penalty: 2960.343750
	Iteration 45Q: 3 clusters Score -436963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -436966.656250 Penalty: 2960.343750
	Iteration 46Q: 3 clusters Score -436966.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -436972.875000 Penalty: 2960.343750
	Iteration 47Q: 3 clusters Score -436972.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -436975.312500 Penalty: 2960.343750
	Iteration 48Q: 3 clusters Score -436975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -436977.593750 Penalty: 2960.343750
	Iteration 49Q: 3 clusters Score -436977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -436979.000000 Penalty: 2960.343750
	Iteration 50Q: 3 clusters Score -436979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -436981.812500 Penalty: 2960.343750
	Iteration 51Q: 3 clusters Score -436981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -436983.750000 Penalty: 2960.343750
	Iteration 52Q: 3 clusters Score -436983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -436983.750000 Penalty: 2960.343750
	Iteration 53F: 3 clusters Score -436983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -92455.593750 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -92455.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -90362.164062 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -90362.16 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -90834.640625 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -90834.64 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -90924.351562 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -90924.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -90979.484375 Penalty: 2473.044189
	Iteration 3Q: 3 clusters Score -90979.48 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -91034.632812 Penalty: 2473.044189
	Iteration 4Q: 3 clusters Score -91034.63 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -91079.539062 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -91079.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -91124.523438 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -91124.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -91171.335938 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -91171.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -91225.382812 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -91225.38 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -91275.187500 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -91275.19 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -91310.906250 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -91310.91 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -91340.117188 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -91340.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -91380.039062 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -91380.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -91416.507812 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -91416.51 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -91453.421875 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -91453.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -91479.304688 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -91479.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -91502.242188 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -91502.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -91523.234375 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -91523.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -91542.218750 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -91542.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -91561.101562 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -91561.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -91574.257812 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -91574.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -91586.312500 Penalty: 2473.044189
	Iteration 21Q: 3 clusters Score -91586.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -91594.679688 Penalty: 2473.044189
	Iteration 22Q: 3 clusters Score -91594.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -91600.468750 Penalty: 2473.044189
	Iteration 23Q: 3 clusters Score -91600.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -91604.437500 Penalty: 2473.044189
	Iteration 24Q: 3 clusters Score -91604.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -91608.023438 Penalty: 2473.044189
	Iteration 25Q: 3 clusters Score -91608.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -91611.015625 Penalty: 2473.044189
	Iteration 26Q: 3 clusters Score -91611.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -91613.750000 Penalty: 2473.044189
	Iteration 27Q: 3 clusters Score -91613.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -91615.851562 Penalty: 2473.044189
	Iteration 28Q: 3 clusters Score -91615.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -91617.375000 Penalty: 2473.044189
	Iteration 29Q: 3 clusters Score -91617.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -91619.164062 Penalty: 2473.044189
	Iteration 30Q: 3 clusters Score -91619.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -91620.632812 Penalty: 2473.044189
	Iteration 31Q: 3 clusters Score -91620.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -91621.812500 Penalty: 2473.044189
	Iteration 32Q: 3 clusters Score -91621.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -91622.101562 Penalty: 2473.044189
	Iteration 33Q: 3 clusters Score -91622.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -91622.359375 Penalty: 2473.044189
	Iteration 34Q: 3 clusters Score -91622.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -91622.359375 Penalty: 2473.044189
	Iteration 35F: 3 clusters Score -91622.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Entering Unmasked Estep 
Score: -482358.656250 Penalty: 1494.438721
	Iteration 0F: 2 clusters Score -482358.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -475227.406250 Penalty: 2988.877441
	Iteration 0F: 3 clusters Score -475227.4 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -477536.000000 Penalty: 2988.877441
	Iteration 1F: 3 clusters Score -477536 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -477701.812500 Penalty: 2988.877441
	Iteration 2F: 3 clusters Score -477701.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -477822.875000 Penalty: 2988.877441
	Iteration 3Q: 3 clusters Score -477822.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -477934.625000 Penalty: 2988.877441
	Iteration 4Q: 3 clusters Score -477934.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -478030.625000 Penalty: 2988.877441
	Iteration 5Q: 3 clusters Score -478030.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -478128.500000 Penalty: 2988.877441
	Iteration 6Q: 3 clusters Score -478128.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -478232.250000 Penalty: 2988.877441
	Iteration 7Q: 3 clusters Score -478232.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -478334.125000 Penalty: 2988.877441
	Iteration 8Q: 3 clusters Score -478334.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -478436.968750 Penalty: 2988.877441
	Iteration 9Q: 3 clusters Score -478437 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -478579.000000 Penalty: 2988.877441
	Iteration 10Q: 3 clusters Score -478579 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -478773.781250 Penalty: 2988.877441
	Iteration 11Q: 3 clusters Score -478773.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -479008.531250 Penalty: 2988.877441
	Iteration 12Q: 3 clusters Score -479008.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -479279.812500 Penalty: 2988.877441
	Iteration 13Q: 3 clusters Score -479279.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -479577.062500 Penalty: 2988.877441
	Iteration 14Q: 3 clusters Score -479577.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -479870.187500 Penalty: 2988.877441
	Iteration 15Q: 3 clusters Score -479870.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -480126.562500 Penalty: 2988.877441
	Iteration 16Q: 3 clusters Score -480126.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -480339.437500 Penalty: 2988.877441
	Iteration 17Q: 3 clusters Score -480339.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -480495.750000 Penalty: 2988.877441
	Iteration 18Q: 3 clusters Score -480495.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -480610.750000 Penalty: 2988.877441
	Iteration 19Q: 3 clusters Score -480610.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -480700.468750 Penalty: 2988.877441
	Iteration 20F: 3 clusters Score -480700.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -480777.593750 Penalty: 2988.877441
	Iteration 21Q: 3 clusters Score -480777.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -480830.375000 Penalty: 2988.877441
	Iteration 22Q: 3 clusters Score -480830.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -480873.625000 Penalty: 2988.877441
	Iteration 23Q: 3 clusters Score -480873.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -480903.906250 Penalty: 2988.877441
	Iteration 24Q: 3 clusters Score -480903.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -480922.437500 Penalty: 2988.877441
	Iteration 25Q: 3 clusters Score -480922.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -480950.375000 Penalty: 2988.877441
	Iteration 26Q: 3 clusters Score -480950.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -480976.750000 Penalty: 2988.877441
	Iteration 27Q: 3 clusters Score -480976.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -481000.281250 Penalty: 2988.877441
	Iteration 28Q: 3 clusters Score -481000.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -481015.187500 Penalty: 2988.877441
	Iteration 29Q: 3 clusters Score -481015.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -481021.093750 Penalty: 2988.877441
	Iteration 30Q: 3 clusters Score -481021.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -481027.156250 Penalty: 2988.877441
	Iteration 31Q: 3 clusters Score -481027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -481036.906250 Penalty: 2988.877441
	Iteration 32Q: 3 clusters Score -481036.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -481047.406250 Penalty: 2988.877441
	Iteration 33Q: 3 clusters Score -481047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -481054.468750 Penalty: 2988.877441
	Iteration 34Q: 3 clusters Score -481054.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -481063.031250 Penalty: 2988.877441
	Iteration 35Q: 3 clusters Score -481063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -481067.718750 Penalty: 2988.877441
	Iteration 36Q: 3 clusters Score -481067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -481073.531250 Penalty: 2988.877441
	Iteration 37Q: 3 clusters Score -481073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -481074.125000 Penalty: 2988.877441
	Iteration 38Q: 3 clusters Score -481074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -481075.656250 Penalty: 2988.877441
	Iteration 39Q: 3 clusters Score -481075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -481076.906250 Penalty: 2988.877441
	Iteration 40F: 3 clusters Score -481076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -481076.750000 Penalty: 2988.877441
	Iteration 41Q: 3 clusters Score -481076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -481076.750000 Penalty: 2988.877441
	Iteration 42F: 3 clusters Score -481076.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Entering Unmasked Estep 
Score: -612743.187500 Penalty: 1534.093994
	Iteration 0F: 2 clusters Score -612743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -603888.562500 Penalty: 3068.187988
	Iteration 0F: 3 clusters Score -603888.6 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -606809.312500 Penalty: 3068.187988
	Iteration 1F: 3 clusters Score -606809.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -607170.437500 Penalty: 3068.187988
	Iteration 2F: 3 clusters Score -607170.4 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -607613.562500 Penalty: 3068.187988
	Iteration 3F: 3 clusters Score -607613.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -608109.312500 Penalty: 3068.187988
	Iteration 4F: 3 clusters Score -608109.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -608603.750000 Penalty: 3068.187988
	Iteration 5F: 3 clusters Score -608603.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -609120.812500 Penalty: 3068.187988
	Iteration 6F: 3 clusters Score -609120.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -609580.125000 Penalty: 3068.187988
	Iteration 7F: 3 clusters Score -609580.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -609936.750000 Penalty: 3068.187988
	Iteration 8F: 3 clusters Score -609936.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -610198.750000 Penalty: 3068.187988
	Iteration 9Q: 3 clusters Score -610198.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -610371.250000 Penalty: 3068.187988
	Iteration 10Q: 3 clusters Score -610371.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -610477.812500 Penalty: 3068.187988
	Iteration 11Q: 3 clusters Score -610477.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -610557.937500 Penalty: 3068.187988
	Iteration 12Q: 3 clusters Score -610557.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -610622.062500 Penalty: 3068.187988
	Iteration 13Q: 3 clusters Score -610622.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -610674.687500 Penalty: 3068.187988
	Iteration 14Q: 3 clusters Score -610674.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -610719.062500 Penalty: 3068.187988
	Iteration 15Q: 3 clusters Score -610719.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -610757.625000 Penalty: 3068.187988
	Iteration 16Q: 3 clusters Score -610757.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -610801.687500 Penalty: 3068.187988
	Iteration 17Q: 3 clusters Score -610801.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -610848.187500 Penalty: 3068.187988
	Iteration 18Q: 3 clusters Score -610848.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -610886.562500 Penalty: 3068.187988
	Iteration 19Q: 3 clusters Score -610886.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -610922.625000 Penalty: 3068.187988
	Iteration 20F: 3 clusters Score -610922.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -610959.687500 Penalty: 3068.187988
	Iteration 21Q: 3 clusters Score -610959.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -611001.750000 Penalty: 3068.187988
	Iteration 22Q: 3 clusters Score -611001.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -611050.625000 Penalty: 3068.187988
	Iteration 23Q: 3 clusters Score -611050.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -611102.250000 Penalty: 3068.187988
	Iteration 24Q: 3 clusters Score -611102.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -611167.875000 Penalty: 3068.187988
	Iteration 25Q: 3 clusters Score -611167.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -611257.312500 Penalty: 3068.187988
	Iteration 26Q: 3 clusters Score -611257.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -611365.437500 Penalty: 3068.187988
	Iteration 27Q: 3 clusters Score -611365.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -611472.062500 Penalty: 3068.187988
	Iteration 28Q: 3 clusters Score -611472.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -611587.000000 Penalty: 3068.187988
	Iteration 29Q: 3 clusters Score -611587 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -611676.250000 Penalty: 3068.187988
	Iteration 30Q: 3 clusters Score -611676.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -611735.062500 Penalty: 3068.187988
	Iteration 31Q: 3 clusters Score -611735.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -611769.187500 Penalty: 3068.187988
	Iteration 32Q: 3 clusters Score -611769.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -611801.000000 Penalty: 3068.187988
	Iteration 33Q: 3 clusters Score -611801 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -611825.812500 Penalty: 3068.187988
	Iteration 34Q: 3 clusters Score -611825.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -611847.750000 Penalty: 3068.187988
	Iteration 35Q: 3 clusters Score -611847.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -611868.000000 Penalty: 3068.187988
	Iteration 36Q: 3 clusters Score -611868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -611881.562500 Penalty: 3068.187988
	Iteration 37Q: 3 clusters Score -611881.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -611896.187500 Penalty: 3068.187988
	Iteration 38Q: 3 clusters Score -611896.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -611918.375000 Penalty: 3068.187988
	Iteration 39Q: 3 clusters Score -611918.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -611934.500000 Penalty: 3068.187988
	Iteration 40F: 3 clusters Score -611934.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -611952.687500 Penalty: 3068.187988
	Iteration 41Q: 3 clusters Score -611952.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -611967.875000 Penalty: 3068.187988
	Iteration 42Q: 3 clusters Score -611967.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -611980.437500 Penalty: 3068.187988
	Iteration 43Q: 3 clusters Score -611980.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -611993.312500 Penalty: 3068.187988
	Iteration 44Q: 3 clusters Score -611993.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -612003.312500 Penalty: 3068.187988
	Iteration 45Q: 3 clusters Score -612003.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -612008.937500 Penalty: 3068.187988
	Iteration 46Q: 3 clusters Score -612008.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -612016.187500 Penalty: 3068.187988
	Iteration 47Q: 3 clusters Score -612016.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -612020.812500 Penalty: 3068.187988
	Iteration 48Q: 3 clusters Score -612020.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -612025.687500 Penalty: 3068.187988
	Iteration 49Q: 3 clusters Score -612025.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -612029.062500 Penalty: 3068.187988
	Iteration 50Q: 3 clusters Score -612029.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -612031.937500 Penalty: 3068.187988
	Iteration 51Q: 3 clusters Score -612031.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -612032.812500 Penalty: 3068.187988
	Iteration 52Q: 3 clusters Score -612032.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -612032.875000 Penalty: 3068.187988
	Iteration 53Q: 3 clusters Score -612032.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -612035.125000 Penalty: 3068.187988
	Iteration 54Q: 3 clusters Score -612035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -612035.187500 Penalty: 3068.187988
	Iteration 55Q: 3 clusters Score -612035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -612035.750000 Penalty: 3068.187988
	Iteration 56Q: 3 clusters Score -612035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -612037.625000 Penalty: 3068.187988
	Iteration 57Q: 3 clusters Score -612037.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -612037.062500 Penalty: 3068.187988
	Iteration 58Q: 3 clusters Score -612037.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -612037.062500 Penalty: 3068.187988
	Iteration 59F: 3 clusters Score -612037.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (326964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326964 members 
Entering Unmasked Estep 
Score: -16432931.000000 Penalty: 2063.360840
	Iteration 0F: 2 clusters Score -1.643293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163201 members 
Mstep: Class 2 contains 163763 members 
Entering Unmasked Estep 
Score: -16212151.000000 Penalty: 4126.721680
	Iteration 0F: 3 clusters Score -1.621215e+07 nChanged 159871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151750 members 
Mstep: Class 2 contains 175214 members 
Entering Unmasked Estep 
Score: -16306968.000000 Penalty: 4126.721680
	Iteration 1F: 3 clusters Score -1.630697e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144631 members 
Mstep: Class 2 contains 182333 members 
Entering Unmasked Estep 
Score: -16309132.000000 Penalty: 4126.721680
	Iteration 2Q: 3 clusters Score -1.630913e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133499 members 
Mstep: Class 2 contains 193465 members 
Entering Unmasked Estep 
Score: -16313538.000000 Penalty: 4126.721680
	Iteration 3Q: 3 clusters Score -1.631354e+07 nChanged 17955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116358 members 
Mstep: Class 2 contains 210606 members 
Entering Unmasked Estep 
Score: -16322498.000000 Penalty: 4126.721680
	Iteration 4F: 3 clusters Score -1.63225e+07 nChanged 24781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91951 members 
Mstep: Class 2 contains 235013 members 
Entering Unmasked Estep 
Score: -16340051.000000 Penalty: 4126.721680
	Iteration 5F: 3 clusters Score -1.634005e+07 nChanged 30523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 265392 members 
Entering Unmasked Estep 
Score: -16367738.000000 Penalty: 4126.721680
	Iteration 6F: 3 clusters Score -1.636774e+07 nChanged 29728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 295094 members 
Entering Unmasked Estep 
Score: -16398642.000000 Penalty: 4126.721680
	Iteration 7F: 3 clusters Score -1.639864e+07 nChanged 20067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 315149 members 
Entering Unmasked Estep 
Score: -16419598.000000 Penalty: 4126.721680
	Iteration 8F: 3 clusters Score -1.64196e+07 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 323758 members 
Entering Unmasked Estep 
Score: -16428025.000000 Penalty: 4126.721680
	Iteration 9Q: 3 clusters Score -1.642802e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 326139 members 
Entering Unmasked Estep 
Score: -16430225.000000 Penalty: 4126.721680
	Iteration 10Q: 3 clusters Score -1.643022e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 326682 members 
Entering Unmasked Estep 
Score: -16430800.000000 Penalty: 4126.721680
	Iteration 11Q: 3 clusters Score -1.64308e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 326784 members 
Entering Unmasked Estep 
Score: -16430978.000000 Penalty: 4126.721680
	Iteration 12Q: 3 clusters Score -1.643098e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 326807 members 
Entering Unmasked Estep 
Score: -16431042.000000 Penalty: 4126.721680
	Iteration 13Q: 3 clusters Score -1.643104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 326813 members 
Entering Unmasked Estep 
Score: -16431072.000000 Penalty: 4126.721680
	Iteration 14Q: 3 clusters Score -1.643107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 326817 members 
Entering Unmasked Estep 
Score: -16431077.000000 Penalty: 4126.721680
	Iteration 15Q: 3 clusters Score -1.643108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 326817 members 
Entering Unmasked Estep 
Score: -16431084.000000 Penalty: 4126.721680
	Iteration 16Q: 3 clusters Score -1.643108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 326818 members 
Entering Unmasked Estep 
Score: -16431094.000000 Penalty: 4126.721680
	Iteration 17Q: 3 clusters Score -1.643109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 326820 members 
Entering Unmasked Estep 
Score: -16431105.000000 Penalty: 4126.721680
	Iteration 18Q: 3 clusters Score -1.64311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 326820 members 
Entering Unmasked Estep 
Score: -16431101.000000 Penalty: 4126.721680
	Iteration 19Q: 3 clusters Score -1.64311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 326820 members 
Entering Unmasked Estep 
Score: -16431101.000000 Penalty: 4126.721680
	Iteration 20F: 3 clusters Score -1.64311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Entering Unmasked Estep 
Score: -4632125.500000 Penalty: 1860.479004
	Iteration 0F: 2 clusters Score -4632126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -4569415.000000 Penalty: 3720.958008
	Iteration 0F: 3 clusters Score -4569415 nChanged 44763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -4595361.000000 Penalty: 3720.958008
	Iteration 1F: 3 clusters Score -4595361 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -4596295.500000 Penalty: 3720.958008
	Iteration 2Q: 3 clusters Score -4596296 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -4597496.000000 Penalty: 3720.958008
	Iteration 3Q: 3 clusters Score -4597496 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -4599161.000000 Penalty: 3720.958008
	Iteration 4Q: 3 clusters Score -4599161 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -4601470.000000 Penalty: 3720.958008
	Iteration 5F: 3 clusters Score -4601470 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -4605007.000000 Penalty: 3720.958008
	Iteration 6F: 3 clusters Score -4605007 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 66001 members 
Entering Unmasked Estep 
Score: -4610205.500000 Penalty: 3720.958008
	Iteration 7F: 3 clusters Score -4610206 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -4616626.000000 Penalty: 3720.958008
	Iteration 8F: 3 clusters Score -4616626 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -4622356.000000 Penalty: 3720.958008
	Iteration 9F: 3 clusters Score -4622356 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 80909 members 
Entering Unmasked Estep 
Score: -4625782.500000 Penalty: 3720.958008
	Iteration 10Q: 3 clusters Score -4625782 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -4627510.500000 Penalty: 3720.958008
	Iteration 11Q: 3 clusters Score -4627510 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 83926 members 
Entering Unmasked Estep 
Score: -4628293.500000 Penalty: 3720.958008
	Iteration 12Q: 3 clusters Score -4628294 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -4628818.500000 Penalty: 3720.958008
	Iteration 13Q: 3 clusters Score -4628818 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 85741 members 
Entering Unmasked Estep 
Score: -4629192.000000 Penalty: 3720.958008
	Iteration 14Q: 3 clusters Score -4629192 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -4629465.000000 Penalty: 3720.958008
	Iteration 15Q: 3 clusters Score -4629465 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -4629749.500000 Penalty: 3720.958008
	Iteration 16Q: 3 clusters Score -4629750 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -4629944.000000 Penalty: 3720.958008
	Iteration 17Q: 3 clusters Score -4629944 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -4630098.500000 Penalty: 3720.958008
	Iteration 18Q: 3 clusters Score -4630098 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 88699 members 
Entering Unmasked Estep 
Score: -4630240.500000 Penalty: 3720.958008
	Iteration 19Q: 3 clusters Score -4630240 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 89110 members 
Entering Unmasked Estep 
Score: -4630354.000000 Penalty: 3720.958008
	Iteration 20F: 3 clusters Score -4630354 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 89461 members 
Entering Unmasked Estep 
Score: -4630461.500000 Penalty: 3720.958008
	Iteration 21Q: 3 clusters Score -4630462 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -4630558.000000 Penalty: 3720.958008
	Iteration 22Q: 3 clusters Score -4630558 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -4630654.500000 Penalty: 3720.958008
	Iteration 23Q: 3 clusters Score -4630654 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 90293 members 
Entering Unmasked Estep 
Score: -4630719.500000 Penalty: 3720.958008
	Iteration 24Q: 3 clusters Score -4630720 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 90522 members 
Entering Unmasked Estep 
Score: -4630804.500000 Penalty: 3720.958008
	Iteration 25Q: 3 clusters Score -4630804 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -4630851.500000 Penalty: 3720.958008
	Iteration 26Q: 3 clusters Score -4630852 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -4630914.000000 Penalty: 3720.958008
	Iteration 27Q: 3 clusters Score -4630914 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 91060 members 
Entering Unmasked Estep 
Score: -4630962.000000 Penalty: 3720.958008
	Iteration 28Q: 3 clusters Score -4630962 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -4630974.500000 Penalty: 3720.958008
	Iteration 29Q: 3 clusters Score -4630974 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -4630997.000000 Penalty: 3720.958008
	Iteration 30Q: 3 clusters Score -4630997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 91379 members 
Entering Unmasked Estep 
Score: -4631022.000000 Penalty: 3720.958008
	Iteration 31Q: 3 clusters Score -4631022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 91454 members 
Entering Unmasked Estep 
Score: -4631027.500000 Penalty: 3720.958008
	Iteration 32Q: 3 clusters Score -4631028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 91528 members 
Entering Unmasked Estep 
Score: -4631034.500000 Penalty: 3720.958008
	Iteration 33Q: 3 clusters Score -4631034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 91580 members 
Entering Unmasked Estep 
Score: -4631047.500000 Penalty: 3720.958008
	Iteration 34Q: 3 clusters Score -4631048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -4631046.500000 Penalty: 3720.958008
	Iteration 35Q: 3 clusters Score -4631046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 91668 members 
Entering Unmasked Estep 
Score: -4631052.000000 Penalty: 3720.958008
	Iteration 36Q: 3 clusters Score -4631052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -4631069.000000 Penalty: 3720.958008
	Iteration 37Q: 3 clusters Score -4631069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -4631066.500000 Penalty: 3720.958008
	Iteration 38Q: 3 clusters Score -4631066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -4631074.000000 Penalty: 3720.958008
	Iteration 39Q: 3 clusters Score -4631074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -4631086.000000 Penalty: 3720.958008
	Iteration 40F: 3 clusters Score -4631086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 91865 members 
Entering Unmasked Estep 
Score: -4631097.500000 Penalty: 3720.958008
	Iteration 41Q: 3 clusters Score -4631098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
Score: -4631096.000000 Penalty: 3720.958008
	Iteration 42Q: 3 clusters Score -4631096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
Score: -4631100.000000 Penalty: 3720.958008
	Iteration 43Q: 3 clusters Score -4631100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 91939 members 
Entering Unmasked Estep 
Score: -4631107.500000 Penalty: 3720.958008
	Iteration 44Q: 3 clusters Score -4631108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 91958 members 
Entering Unmasked Estep 
Score: -4631112.000000 Penalty: 3720.958008
	Iteration 45Q: 3 clusters Score -4631112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -4631106.500000 Penalty: 3720.958008
	Iteration 46Q: 3 clusters Score -4631106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 92007 members 
Entering Unmasked Estep 
Score: -4631111.000000 Penalty: 3720.958008
	Iteration 47Q: 3 clusters Score -4631111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -4631112.500000 Penalty: 3720.958008
	Iteration 48Q: 3 clusters Score -4631112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 92041 members 
Entering Unmasked Estep 
Score: -4631118.500000 Penalty: 3720.958008
	Iteration 49Q: 3 clusters Score -4631118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -4631128.500000 Penalty: 3720.958008
	Iteration 50Q: 3 clusters Score -4631128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -4631125.500000 Penalty: 3720.958008
	Iteration 51Q: 3 clusters Score -4631126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 92085 members 
Entering Unmasked Estep 
Score: -4631125.500000 Penalty: 3720.958008
	Iteration 52Q: 3 clusters Score -4631126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 92098 members 
Entering Unmasked Estep 
Score: -4631130.000000 Penalty: 3720.958008
	Iteration 53Q: 3 clusters Score -4631130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 92105 members 
Entering Unmasked Estep 
Score: -4631126.500000 Penalty: 3720.958008
	Iteration 54Q: 3 clusters Score -4631126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -4631131.500000 Penalty: 3720.958008
	Iteration 55Q: 3 clusters Score -4631132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -4631139.500000 Penalty: 3720.958008
	Iteration 56Q: 3 clusters Score -4631140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -4631133.500000 Penalty: 3720.958008
	Iteration 57Q: 3 clusters Score -4631134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -4631132.500000 Penalty: 3720.958008
	Iteration 58Q: 3 clusters Score -4631132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 92133 members 
Entering Unmasked Estep 
Score: -4631136.000000 Penalty: 3720.958008
	Iteration 59Q: 3 clusters Score -4631136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -4631137.500000 Penalty: 3720.958008
	Iteration 60F: 3 clusters Score -4631138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 92142 members 
Entering Unmasked Estep 
Score: -4631138.000000 Penalty: 3720.958008
	Iteration 61Q: 3 clusters Score -4631138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -4631140.000000 Penalty: 3720.958008
	Iteration 62Q: 3 clusters Score -4631140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 92144 members 
Entering Unmasked Estep 
Score: -4631140.000000 Penalty: 3720.958008
	Iteration 63F: 3 clusters Score -4631140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -69578.531250 Penalty: 1190.443726
	Iteration 0F: 2 clusters Score -69578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -67799.687500 Penalty: 2380.887451
	Iteration 0F: 3 clusters Score -67799.69 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -68158.609375 Penalty: 2380.887451
	Iteration 1F: 3 clusters Score -68158.61 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -68263.343750 Penalty: 2380.887451
	Iteration 2F: 3 clusters Score -68263.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -68316.351562 Penalty: 2380.887451
	Iteration 3Q: 3 clusters Score -68316.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -68347.046875 Penalty: 2380.887451
	Iteration 4Q: 3 clusters Score -68347.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -68376.320312 Penalty: 2380.887451
	Iteration 5Q: 3 clusters Score -68376.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68393.203125 Penalty: 2380.887451
	Iteration 6Q: 3 clusters Score -68393.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -68407.781250 Penalty: 2380.887451
	Iteration 7Q: 3 clusters Score -68407.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -68417.398438 Penalty: 2380.887451
	Iteration 8Q: 3 clusters Score -68417.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -68427.046875 Penalty: 2380.887451
	Iteration 9Q: 3 clusters Score -68427.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -68434.265625 Penalty: 2380.887451
	Iteration 10Q: 3 clusters Score -68434.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -68440.117188 Penalty: 2380.887451
	Iteration 11Q: 3 clusters Score -68440.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -68444.796875 Penalty: 2380.887451
	Iteration 12Q: 3 clusters Score -68444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -68447.375000 Penalty: 2380.887451
	Iteration 13Q: 3 clusters Score -68447.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -68448.929688 Penalty: 2380.887451
	Iteration 14Q: 3 clusters Score -68448.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -68452.351562 Penalty: 2380.887451
	Iteration 15Q: 3 clusters Score -68452.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68452.593750 Penalty: 2380.887451
	Iteration 16Q: 3 clusters Score -68452.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -68452.593750 Penalty: 2380.887451
	Iteration 17F: 3 clusters Score -68452.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -15821.649414 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -15821.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -14854.843750 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -14854.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14979.085938 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -14979.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15006.569336 Penalty: 1934.804077
	Iteration 2Q: 3 clusters Score -15006.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15017.465820 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -15017.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -15026.504883 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -15026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15029.733398 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -15029.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -15034.395508 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -15034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15035.420898 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -15035.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15035.420898 Penalty: 1934.804077
	Iteration 8F: 3 clusters Score -15035.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -58662.562500 Penalty: 1178.573853
	Iteration 0F: 2 clusters Score -58662.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -56947.160156 Penalty: 2357.147705
	Iteration 0F: 3 clusters Score -56947.16 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -57445.078125 Penalty: 2357.147705
	Iteration 1F: 3 clusters Score -57445.08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -57719.164062 Penalty: 2357.147705
	Iteration 2F: 3 clusters Score -57719.16 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -57932.109375 Penalty: 2357.147705
	Iteration 3F: 3 clusters Score -57932.11 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -58083.312500 Penalty: 2357.147705
	Iteration 4F: 3 clusters Score -58083.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -58199.425781 Penalty: 2357.147705
	Iteration 5Q: 3 clusters Score -58199.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -58292.343750 Penalty: 2357.147705
	Iteration 6Q: 3 clusters Score -58292.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -58336.644531 Penalty: 2357.147705
	Iteration 7Q: 3 clusters Score -58336.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -58353.433594 Penalty: 2357.147705
	Iteration 8Q: 3 clusters Score -58353.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -58374.605469 Penalty: 2357.147705
	Iteration 9Q: 3 clusters Score -58374.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -58393.800781 Penalty: 2357.147705
	Iteration 10Q: 3 clusters Score -58393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -58409.464844 Penalty: 2357.147705
	Iteration 11Q: 3 clusters Score -58409.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -58425.007812 Penalty: 2357.147705
	Iteration 12Q: 3 clusters Score -58425.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -58441.085938 Penalty: 2357.147705
	Iteration 13Q: 3 clusters Score -58441.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -58448.773438 Penalty: 2357.147705
	Iteration 14Q: 3 clusters Score -58448.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -58452.363281 Penalty: 2357.147705
	Iteration 15Q: 3 clusters Score -58452.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -58453.375000 Penalty: 2357.147705
	Iteration 16Q: 3 clusters Score -58453.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -58453.375000 Penalty: 2357.147705
	Iteration 17F: 3 clusters Score -58453.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -141188.734375 Penalty: 1283.129395
	Iteration 0F: 2 clusters Score -141188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -138669.953125 Penalty: 2566.258789
	Iteration 0F: 3 clusters Score -138670 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -139224.515625 Penalty: 2566.258789
	Iteration 1F: 3 clusters Score -139224.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -139328.812500 Penalty: 2566.258789
	Iteration 2F: 3 clusters Score -139328.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -139392.078125 Penalty: 2566.258789
	Iteration 3Q: 3 clusters Score -139392.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -139432.234375 Penalty: 2566.258789
	Iteration 4Q: 3 clusters Score -139432.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -139457.718750 Penalty: 2566.258789
	Iteration 5Q: 3 clusters Score -139457.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -139480.140625 Penalty: 2566.258789
	Iteration 6Q: 3 clusters Score -139480.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -139500.328125 Penalty: 2566.258789
	Iteration 7Q: 3 clusters Score -139500.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -139520.875000 Penalty: 2566.258789
	Iteration 8Q: 3 clusters Score -139520.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -139531.656250 Penalty: 2566.258789
	Iteration 9Q: 3 clusters Score -139531.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -139543.890625 Penalty: 2566.258789
	Iteration 10Q: 3 clusters Score -139543.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -139554.500000 Penalty: 2566.258789
	Iteration 11Q: 3 clusters Score -139554.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -139563.890625 Penalty: 2566.258789
	Iteration 12Q: 3 clusters Score -139563.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -139570.687500 Penalty: 2566.258789
	Iteration 13Q: 3 clusters Score -139570.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -139577.562500 Penalty: 2566.258789
	Iteration 14Q: 3 clusters Score -139577.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -139585.078125 Penalty: 2566.258789
	Iteration 15Q: 3 clusters Score -139585.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -139594.140625 Penalty: 2566.258789
	Iteration 16Q: 3 clusters Score -139594.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -139599.781250 Penalty: 2566.258789
	Iteration 17Q: 3 clusters Score -139599.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -139605.109375 Penalty: 2566.258789
	Iteration 18Q: 3 clusters Score -139605.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -139610.828125 Penalty: 2566.258789
	Iteration 19Q: 3 clusters Score -139610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -139612.828125 Penalty: 2566.258789
	Iteration 20F: 3 clusters Score -139612.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -139614.750000 Penalty: 2566.258789
	Iteration 21Q: 3 clusters Score -139614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -139615.984375 Penalty: 2566.258789
	Iteration 22Q: 3 clusters Score -139616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -139618.781250 Penalty: 2566.258789
	Iteration 23Q: 3 clusters Score -139618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -139621.078125 Penalty: 2566.258789
	Iteration 24Q: 3 clusters Score -139621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -139624.296875 Penalty: 2566.258789
	Iteration 25Q: 3 clusters Score -139624.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -139625.921875 Penalty: 2566.258789
	Iteration 26Q: 3 clusters Score -139625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -139626.406250 Penalty: 2566.258789
	Iteration 27Q: 3 clusters Score -139626.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -139627.312500 Penalty: 2566.258789
	Iteration 28Q: 3 clusters Score -139627.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -139627.640625 Penalty: 2566.258789
	Iteration 29Q: 3 clusters Score -139627.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -139628.453125 Penalty: 2566.258789
	Iteration 30Q: 3 clusters Score -139628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -139629.171875 Penalty: 2566.258789
	Iteration 31Q: 3 clusters Score -139629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -139630.734375 Penalty: 2566.258789
	Iteration 32Q: 3 clusters Score -139630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -139631.906250 Penalty: 2566.258789
	Iteration 33Q: 3 clusters Score -139631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -139632.078125 Penalty: 2566.258789
	Iteration 34Q: 3 clusters Score -139632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -139632.593750 Penalty: 2566.258789
	Iteration 35Q: 3 clusters Score -139632.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -139632.593750 Penalty: 2566.258789
	Iteration 36F: 3 clusters Score -139632.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -69517.312500 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -69517.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -67798.781250 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -67798.78 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -68097.437500 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -68097.44 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -68170.859375 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -68170.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -68209.640625 Penalty: 2355.994873
	Iteration 3Q: 3 clusters Score -68209.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -68235.429688 Penalty: 2355.994873
	Iteration 4Q: 3 clusters Score -68235.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -68260.179688 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -68260.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -68304.593750 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -68304.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -68367.765625 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -68367.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -68410.765625 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -68410.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -68448.460938 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -68448.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -68475.039062 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -68475.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -68488.640625 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -68488.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -68503.234375 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -68503.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -68513.835938 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -68513.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -68521.500000 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -68521.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -68531.531250 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -68531.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -68542.734375 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -68542.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -68550.023438 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -68550.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -68560.515625 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -68560.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -68572.609375 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -68572.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -68588.093750 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -68588.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -68609.156250 Penalty: 2355.994873
	Iteration 21Q: 3 clusters Score -68609.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -68638.257812 Penalty: 2355.994873
	Iteration 22Q: 3 clusters Score -68638.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -68674.093750 Penalty: 2355.994873
	Iteration 23Q: 3 clusters Score -68674.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -68725.820312 Penalty: 2355.994873
	Iteration 24Q: 3 clusters Score -68725.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -68776.726562 Penalty: 2355.994873
	Iteration 25Q: 3 clusters Score -68776.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -68838.312500 Penalty: 2355.994873
	Iteration 26Q: 3 clusters Score -68838.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -68922.734375 Penalty: 2355.994873
	Iteration 27Q: 3 clusters Score -68922.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -68998.617188 Penalty: 2355.994873
	Iteration 28Q: 3 clusters Score -68998.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -69052.750000 Penalty: 2355.994873
	Iteration 29Q: 3 clusters Score -69052.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69079.875000 Penalty: 2355.994873
	Iteration 30Q: 3 clusters Score -69079.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -69085.453125 Penalty: 2355.994873
	Iteration 31Q: 3 clusters Score -69085.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -69086.742188 Penalty: 2355.994873
	Iteration 32Q: 3 clusters Score -69086.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -69087.773438 Penalty: 2355.994873
	Iteration 33Q: 3 clusters Score -69087.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -69089.046875 Penalty: 2355.994873
	Iteration 34Q: 3 clusters Score -69089.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69089.585938 Penalty: 2355.994873
	Iteration 35Q: 3 clusters Score -69089.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -69092.312500 Penalty: 2355.994873
	Iteration 36Q: 3 clusters Score -69092.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -69095.203125 Penalty: 2355.994873
	Iteration 37Q: 3 clusters Score -69095.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -69095.687500 Penalty: 2355.994873
	Iteration 38Q: 3 clusters Score -69095.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -69095.687500 Penalty: 2355.994873
	Iteration 39F: 3 clusters Score -69095.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Entering Unmasked Estep 
Score: -1247691.375000 Penalty: 1639.687012
	Iteration 0F: 2 clusters Score -1247691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1231384.250000 Penalty: 3279.374023
	Iteration 0F: 3 clusters Score -1231384 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1237540.875000 Penalty: 3279.374023
	Iteration 1F: 3 clusters Score -1237541 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1238094.000000 Penalty: 3279.374023
	Iteration 2Q: 3 clusters Score -1238094 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1238793.750000 Penalty: 3279.374023
	Iteration 3F: 3 clusters Score -1238794 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1239567.375000 Penalty: 3279.374023
	Iteration 4F: 3 clusters Score -1239567 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1240548.250000 Penalty: 3279.374023
	Iteration 5F: 3 clusters Score -1240548 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1241896.750000 Penalty: 3279.374023
	Iteration 6F: 3 clusters Score -1241897 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1243565.500000 Penalty: 3279.374023
	Iteration 7F: 3 clusters Score -1243566 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1244925.250000 Penalty: 3279.374023
	Iteration 8F: 3 clusters Score -1244925 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1245533.875000 Penalty: 3279.374023
	Iteration 9Q: 3 clusters Score -1245534 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1245756.875000 Penalty: 3279.374023
	Iteration 10Q: 3 clusters Score -1245757 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1245887.125000 Penalty: 3279.374023
	Iteration 11Q: 3 clusters Score -1245887 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1245970.250000 Penalty: 3279.374023
	Iteration 12Q: 3 clusters Score -1245970 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1246030.125000 Penalty: 3279.374023
	Iteration 13Q: 3 clusters Score -1246030 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -1246081.875000 Penalty: 3279.374023
	Iteration 14Q: 3 clusters Score -1246082 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -1246118.500000 Penalty: 3279.374023
	Iteration 15Q: 3 clusters Score -1246118 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1246144.375000 Penalty: 3279.374023
	Iteration 16Q: 3 clusters Score -1246144 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1246167.000000 Penalty: 3279.374023
	Iteration 17Q: 3 clusters Score -1246167 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1246196.375000 Penalty: 3279.374023
	Iteration 18Q: 3 clusters Score -1246196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1246209.375000 Penalty: 3279.374023
	Iteration 19Q: 3 clusters Score -1246209 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -1246216.375000 Penalty: 3279.374023
	Iteration 20F: 3 clusters Score -1246216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1246233.500000 Penalty: 3279.374023
	Iteration 21Q: 3 clusters Score -1246234 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1246249.500000 Penalty: 3279.374023
	Iteration 22Q: 3 clusters Score -1246250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -1246263.875000 Penalty: 3279.374023
	Iteration 23Q: 3 clusters Score -1246264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1246274.375000 Penalty: 3279.374023
	Iteration 24Q: 3 clusters Score -1246274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -1246287.000000 Penalty: 3279.374023
	Iteration 25Q: 3 clusters Score -1246287 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1246297.000000 Penalty: 3279.374023
	Iteration 26Q: 3 clusters Score -1246297 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1246312.375000 Penalty: 3279.374023
	Iteration 27Q: 3 clusters Score -1246312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -1246329.000000 Penalty: 3279.374023
	Iteration 28Q: 3 clusters Score -1246329 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1246345.125000 Penalty: 3279.374023
	Iteration 29Q: 3 clusters Score -1246345 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1246349.875000 Penalty: 3279.374023
	Iteration 30Q: 3 clusters Score -1246350 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1246363.375000 Penalty: 3279.374023
	Iteration 31Q: 3 clusters Score -1246363 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1246387.250000 Penalty: 3279.374023
	Iteration 32Q: 3 clusters Score -1246387 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -1246405.000000 Penalty: 3279.374023
	Iteration 33Q: 3 clusters Score -1246405 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1246428.750000 Penalty: 3279.374023
	Iteration 34Q: 3 clusters Score -1246429 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1246445.625000 Penalty: 3279.374023
	Iteration 35Q: 3 clusters Score -1246446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -1246459.250000 Penalty: 3279.374023
	Iteration 36Q: 3 clusters Score -1246459 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1246467.000000 Penalty: 3279.374023
	Iteration 37Q: 3 clusters Score -1246467 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1246477.125000 Penalty: 3279.374023
	Iteration 38Q: 3 clusters Score -1246477 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -1246491.000000 Penalty: 3279.374023
	Iteration 39Q: 3 clusters Score -1246491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1246498.125000 Penalty: 3279.374023
	Iteration 40F: 3 clusters Score -1246498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1246505.125000 Penalty: 3279.374023
	Iteration 41Q: 3 clusters Score -1246505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1246513.125000 Penalty: 3279.374023
	Iteration 42Q: 3 clusters Score -1246513 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1246515.875000 Penalty: 3279.374023
	Iteration 43Q: 3 clusters Score -1246516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1246526.875000 Penalty: 3279.374023
	Iteration 44Q: 3 clusters Score -1246527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -1246531.375000 Penalty: 3279.374023
	Iteration 45Q: 3 clusters Score -1246531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -1246541.750000 Penalty: 3279.374023
	Iteration 46Q: 3 clusters Score -1246542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -1246545.250000 Penalty: 3279.374023
	Iteration 47Q: 3 clusters Score -1246545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -1246551.625000 Penalty: 3279.374023
	Iteration 48Q: 3 clusters Score -1246552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1246554.625000 Penalty: 3279.374023
	Iteration 49Q: 3 clusters Score -1246555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -1246557.250000 Penalty: 3279.374023
	Iteration 50Q: 3 clusters Score -1246557 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1246568.875000 Penalty: 3279.374023
	Iteration 51Q: 3 clusters Score -1246569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -1246571.625000 Penalty: 3279.374023
	Iteration 52Q: 3 clusters Score -1246572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -1246578.500000 Penalty: 3279.374023
	Iteration 53Q: 3 clusters Score -1246578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1246578.375000 Penalty: 3279.374023
	Iteration 54Q: 3 clusters Score -1246578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -1246586.375000 Penalty: 3279.374023
	Iteration 55Q: 3 clusters Score -1246586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -1246585.125000 Penalty: 3279.374023
	Iteration 56Q: 3 clusters Score -1246585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1246591.875000 Penalty: 3279.374023
	Iteration 57Q: 3 clusters Score -1246592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -1246598.375000 Penalty: 3279.374023
	Iteration 58Q: 3 clusters Score -1246598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -1246604.125000 Penalty: 3279.374023
	Iteration 59Q: 3 clusters Score -1246604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -1246608.125000 Penalty: 3279.374023
	Iteration 60F: 3 clusters Score -1246608 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1246609.875000 Penalty: 3279.374023
	Iteration 61Q: 3 clusters Score -1246610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -1246613.500000 Penalty: 3279.374023
	Iteration 62Q: 3 clusters Score -1246614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -1246620.875000 Penalty: 3279.374023
	Iteration 63Q: 3 clusters Score -1246621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -1246624.500000 Penalty: 3279.374023
	Iteration 64Q: 3 clusters Score -1246624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1246631.250000 Penalty: 3279.374023
	Iteration 65Q: 3 clusters Score -1246631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1246630.500000 Penalty: 3279.374023
	Iteration 66Q: 3 clusters Score -1246630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -1246634.125000 Penalty: 3279.374023
	Iteration 67Q: 3 clusters Score -1246634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1246640.750000 Penalty: 3279.374023
	Iteration 68Q: 3 clusters Score -1246641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1246642.750000 Penalty: 3279.374023
	Iteration 69Q: 3 clusters Score -1246643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -1246647.375000 Penalty: 3279.374023
	Iteration 70Q: 3 clusters Score -1246647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -1246650.375000 Penalty: 3279.374023
	Iteration 71Q: 3 clusters Score -1246650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -1246656.875000 Penalty: 3279.374023
	Iteration 72Q: 3 clusters Score -1246657 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -1246656.750000 Penalty: 3279.374023
	Iteration 73Q: 3 clusters Score -1246657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -1246669.000000 Penalty: 3279.374023
	Iteration 74Q: 3 clusters Score -1246669 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -1246674.375000 Penalty: 3279.374023
	Iteration 75Q: 3 clusters Score -1246674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -1246678.500000 Penalty: 3279.374023
	Iteration 76Q: 3 clusters Score -1246678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1246683.125000 Penalty: 3279.374023
	Iteration 77Q: 3 clusters Score -1246683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -1246689.625000 Penalty: 3279.374023
	Iteration 78Q: 3 clusters Score -1246690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -1246687.250000 Penalty: 3279.374023
	Iteration 79Q: 3 clusters Score -1246687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -1246692.250000 Penalty: 3279.374023
	Iteration 80F: 3 clusters Score -1246692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -1246692.500000 Penalty: 3279.374023
	Iteration 81Q: 3 clusters Score -1246692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -1246695.750000 Penalty: 3279.374023
	Iteration 82Q: 3 clusters Score -1246696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -1246698.750000 Penalty: 3279.374023
	Iteration 83Q: 3 clusters Score -1246699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1246701.250000 Penalty: 3279.374023
	Iteration 84Q: 3 clusters Score -1246701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -1246705.625000 Penalty: 3279.374023
	Iteration 85Q: 3 clusters Score -1246706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -1246703.750000 Penalty: 3279.374023
	Iteration 86Q: 3 clusters Score -1246704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1246706.625000 Penalty: 3279.374023
	Iteration 87Q: 3 clusters Score -1246707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -1246709.500000 Penalty: 3279.374023
	Iteration 88Q: 3 clusters Score -1246710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -1246710.625000 Penalty: 3279.374023
	Iteration 89Q: 3 clusters Score -1246711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -1246711.000000 Penalty: 3279.374023
	Iteration 90Q: 3 clusters Score -1246711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -1246709.125000 Penalty: 3279.374023
	Iteration 91Q: 3 clusters Score -1246709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -1246712.375000 Penalty: 3279.374023
	Iteration 92Q: 3 clusters Score -1246712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -1246713.625000 Penalty: 3279.374023
	Iteration 93Q: 3 clusters Score -1246714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -1246714.875000 Penalty: 3279.374023
	Iteration 94Q: 3 clusters Score -1246715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -1246717.875000 Penalty: 3279.374023
	Iteration 95Q: 3 clusters Score -1246718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -1246716.000000 Penalty: 3279.374023
	Iteration 96Q: 3 clusters Score -1246716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -1246714.625000 Penalty: 3279.374023
	Iteration 97Q: 3 clusters Score -1246715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -1246715.875000 Penalty: 3279.374023
	Iteration 98Q: 3 clusters Score -1246716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -1246715.875000 Penalty: 3279.374023
	Iteration 99F: 3 clusters Score -1246716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -116163.414062 Penalty: 1269.642944
	Iteration 0F: 2 clusters Score -116163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -113779.117188 Penalty: 2539.285889
	Iteration 0F: 3 clusters Score -113779.1 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -114322.421875 Penalty: 2539.285889
	Iteration 1F: 3 clusters Score -114322.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -114421.351562 Penalty: 2539.285889
	Iteration 2F: 3 clusters Score -114421.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -114490.015625 Penalty: 2539.285889
	Iteration 3Q: 3 clusters Score -114490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -114541.921875 Penalty: 2539.285889
	Iteration 4Q: 3 clusters Score -114541.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -114588.726562 Penalty: 2539.285889
	Iteration 5Q: 3 clusters Score -114588.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -114621.734375 Penalty: 2539.285889
	Iteration 6Q: 3 clusters Score -114621.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -114657.531250 Penalty: 2539.285889
	Iteration 7Q: 3 clusters Score -114657.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -114681.468750 Penalty: 2539.285889
	Iteration 8Q: 3 clusters Score -114681.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -114692.460938 Penalty: 2539.285889
	Iteration 9Q: 3 clusters Score -114692.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -114698.976562 Penalty: 2539.285889
	Iteration 10Q: 3 clusters Score -114699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -114711.359375 Penalty: 2539.285889
	Iteration 11Q: 3 clusters Score -114711.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -114724.164062 Penalty: 2539.285889
	Iteration 12Q: 3 clusters Score -114724.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -114735.078125 Penalty: 2539.285889
	Iteration 13Q: 3 clusters Score -114735.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -114745.546875 Penalty: 2539.285889
	Iteration 14Q: 3 clusters Score -114745.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -114754.046875 Penalty: 2539.285889
	Iteration 15Q: 3 clusters Score -114754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -114763.468750 Penalty: 2539.285889
	Iteration 16Q: 3 clusters Score -114763.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -114770.039062 Penalty: 2539.285889
	Iteration 17Q: 3 clusters Score -114770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -114777.375000 Penalty: 2539.285889
	Iteration 18Q: 3 clusters Score -114777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -114781.039062 Penalty: 2539.285889
	Iteration 19Q: 3 clusters Score -114781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -114784.203125 Penalty: 2539.285889
	Iteration 20F: 3 clusters Score -114784.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -114788.648438 Penalty: 2539.285889
	Iteration 21Q: 3 clusters Score -114788.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -114794.414062 Penalty: 2539.285889
	Iteration 22Q: 3 clusters Score -114794.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -114802.585938 Penalty: 2539.285889
	Iteration 23Q: 3 clusters Score -114802.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -114810.250000 Penalty: 2539.285889
	Iteration 24Q: 3 clusters Score -114810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -114816.515625 Penalty: 2539.285889
	Iteration 25Q: 3 clusters Score -114816.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -114822.992188 Penalty: 2539.285889
	Iteration 26Q: 3 clusters Score -114823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -114826.500000 Penalty: 2539.285889
	Iteration 27Q: 3 clusters Score -114826.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -114830.085938 Penalty: 2539.285889
	Iteration 28Q: 3 clusters Score -114830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -114832.914062 Penalty: 2539.285889
	Iteration 29Q: 3 clusters Score -114832.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -114835.765625 Penalty: 2539.285889
	Iteration 30Q: 3 clusters Score -114835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -114840.859375 Penalty: 2539.285889
	Iteration 31Q: 3 clusters Score -114840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -114845.703125 Penalty: 2539.285889
	Iteration 32Q: 3 clusters Score -114845.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -114847.789062 Penalty: 2539.285889
	Iteration 33Q: 3 clusters Score -114847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -114848.265625 Penalty: 2539.285889
	Iteration 34Q: 3 clusters Score -114848.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -114850.453125 Penalty: 2539.285889
	Iteration 35Q: 3 clusters Score -114850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -114857.718750 Penalty: 2539.285889
	Iteration 36Q: 3 clusters Score -114857.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -114866.226562 Penalty: 2539.285889
	Iteration 37Q: 3 clusters Score -114866.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -114871.648438 Penalty: 2539.285889
	Iteration 38Q: 3 clusters Score -114871.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -114877.906250 Penalty: 2539.285889
	Iteration 39Q: 3 clusters Score -114877.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -114881.109375 Penalty: 2539.285889
	Iteration 40F: 3 clusters Score -114881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -114881.671875 Penalty: 2539.285889
	Iteration 41Q: 3 clusters Score -114881.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -114883.179688 Penalty: 2539.285889
	Iteration 42Q: 3 clusters Score -114883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -114885.484375 Penalty: 2539.285889
	Iteration 43Q: 3 clusters Score -114885.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -114888.382812 Penalty: 2539.285889
	Iteration 44Q: 3 clusters Score -114888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -114891.921875 Penalty: 2539.285889
	Iteration 45Q: 3 clusters Score -114891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -114893.468750 Penalty: 2539.285889
	Iteration 46Q: 3 clusters Score -114893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -114894.312500 Penalty: 2539.285889
	Iteration 47Q: 3 clusters Score -114894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -114894.578125 Penalty: 2539.285889
	Iteration 48Q: 3 clusters Score -114894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -114894.648438 Penalty: 2539.285889
	Iteration 49Q: 3 clusters Score -114894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -114894.671875 Penalty: 2539.285889
	Iteration 50Q: 3 clusters Score -114894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -114894.890625 Penalty: 2539.285889
	Iteration 51Q: 3 clusters Score -114894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -114894.898438 Penalty: 2539.285889
	Iteration 52Q: 3 clusters Score -114894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -114896.054688 Penalty: 2539.285889
	Iteration 53Q: 3 clusters Score -114896.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -114896.054688 Penalty: 2539.285889
	Iteration 54F: 3 clusters Score -114896.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -152074.984375 Penalty: 1321.230225
	Iteration 0F: 2 clusters Score -152075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -149080.812500 Penalty: 2642.460449
	Iteration 0F: 3 clusters Score -149080.8 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -149850.437500 Penalty: 2642.460449
	Iteration 1F: 3 clusters Score -149850.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -150047.921875 Penalty: 2642.460449
	Iteration 2F: 3 clusters Score -150047.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -150242.437500 Penalty: 2642.460449
	Iteration 3F: 3 clusters Score -150242.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -150443.843750 Penalty: 2642.460449
	Iteration 4F: 3 clusters Score -150443.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -150678.890625 Penalty: 2642.460449
	Iteration 5F: 3 clusters Score -150678.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -150942.265625 Penalty: 2642.460449
	Iteration 6F: 3 clusters Score -150942.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -151275.546875 Penalty: 2642.460449
	Iteration 7F: 3 clusters Score -151275.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -151506.593750 Penalty: 2642.460449
	Iteration 8F: 3 clusters Score -151506.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -151679.203125 Penalty: 2642.460449
	Iteration 9Q: 3 clusters Score -151679.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -151846.812500 Penalty: 2642.460449
	Iteration 10Q: 3 clusters Score -151846.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -151984.796875 Penalty: 2642.460449
	Iteration 11Q: 3 clusters Score -151984.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -152093.968750 Penalty: 2642.460449
	Iteration 12Q: 3 clusters Score -152094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -152205.875000 Penalty: 2642.460449
	Iteration 13Q: 3 clusters Score -152205.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -152288.531250 Penalty: 2642.460449
	Iteration 14Q: 3 clusters Score -152288.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -152330.593750 Penalty: 2642.460449
	Iteration 15Q: 3 clusters Score -152330.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -152350.281250 Penalty: 2642.460449
	Iteration 16Q: 3 clusters Score -152350.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -152365.937500 Penalty: 2642.460449
	Iteration 17Q: 3 clusters Score -152365.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -152379.203125 Penalty: 2642.460449
	Iteration 18Q: 3 clusters Score -152379.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -152389.718750 Penalty: 2642.460449
	Iteration 19Q: 3 clusters Score -152389.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -152397.265625 Penalty: 2642.460449
	Iteration 20F: 3 clusters Score -152397.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -152402.843750 Penalty: 2642.460449
	Iteration 21Q: 3 clusters Score -152402.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -152408.484375 Penalty: 2642.460449
	Iteration 22Q: 3 clusters Score -152408.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -152411.687500 Penalty: 2642.460449
	Iteration 23Q: 3 clusters Score -152411.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -152416.015625 Penalty: 2642.460449
	Iteration 24Q: 3 clusters Score -152416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -152418.375000 Penalty: 2642.460449
	Iteration 25Q: 3 clusters Score -152418.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -152419.671875 Penalty: 2642.460449
	Iteration 26Q: 3 clusters Score -152419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -152420.109375 Penalty: 2642.460449
	Iteration 27Q: 3 clusters Score -152420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -152420.500000 Penalty: 2642.460449
	Iteration 28Q: 3 clusters Score -152420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -152420.500000 Penalty: 2642.460449
	Iteration 29F: 3 clusters Score -152420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326964 members 
Mstep: Class 9 contains 93817 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24110 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30341 members 
Mstep: Class 21 contains 1991 members 
Entering Unmasked Estep 
Score: -28196532.000000 Penalty: 45319.121094
Splitting cluster 17 changes total score from -28197110.000000 to -28196532.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (12604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Entering Unmasked Estep 
Score: -586500.125000 Penalty: 1534.287598
	Iteration 0F: 2 clusters Score -586500.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -577731.375000 Penalty: 3068.575195
	Iteration 0F: 3 clusters Score -577731.4 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -580945.625000 Penalty: 3068.575195
	Iteration 1F: 3 clusters Score -580945.6 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -581313.187500 Penalty: 3068.575195
	Iteration 2F: 3 clusters Score -581313.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -581632.062500 Penalty: 3068.575195
	Iteration 3F: 3 clusters Score -581632.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -581958.437500 Penalty: 3068.575195
	Iteration 4Q: 3 clusters Score -581958.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -582280.562500 Penalty: 3068.575195
	Iteration 5Q: 3 clusters Score -582280.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -582581.375000 Penalty: 3068.575195
	Iteration 6Q: 3 clusters Score -582581.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -582908.687500 Penalty: 3068.575195
	Iteration 7Q: 3 clusters Score -582908.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -583226.250000 Penalty: 3068.575195
	Iteration 8Q: 3 clusters Score -583226.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -583492.125000 Penalty: 3068.575195
	Iteration 9Q: 3 clusters Score -583492.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -583707.500000 Penalty: 3068.575195
	Iteration 10Q: 3 clusters Score -583707.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -583893.375000 Penalty: 3068.575195
	Iteration 11Q: 3 clusters Score -583893.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -584047.250000 Penalty: 3068.575195
	Iteration 12Q: 3 clusters Score -584047.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -584193.687500 Penalty: 3068.575195
	Iteration 13Q: 3 clusters Score -584193.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -584330.187500 Penalty: 3068.575195
	Iteration 14Q: 3 clusters Score -584330.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -584431.562500 Penalty: 3068.575195
	Iteration 15Q: 3 clusters Score -584431.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -584533.750000 Penalty: 3068.575195
	Iteration 16Q: 3 clusters Score -584533.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -584617.125000 Penalty: 3068.575195
	Iteration 17Q: 3 clusters Score -584617.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -584688.687500 Penalty: 3068.575195
	Iteration 18Q: 3 clusters Score -584688.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -584745.687500 Penalty: 3068.575195
	Iteration 19Q: 3 clusters Score -584745.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -584787.625000 Penalty: 3068.575195
	Iteration 20F: 3 clusters Score -584787.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -584815.125000 Penalty: 3068.575195
	Iteration 21Q: 3 clusters Score -584815.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -584842.250000 Penalty: 3068.575195
	Iteration 22Q: 3 clusters Score -584842.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -584863.875000 Penalty: 3068.575195
	Iteration 23Q: 3 clusters Score -584863.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -584888.562500 Penalty: 3068.575195
	Iteration 24Q: 3 clusters Score -584888.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -584926.250000 Penalty: 3068.575195
	Iteration 25Q: 3 clusters Score -584926.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -584957.250000 Penalty: 3068.575195
	Iteration 26Q: 3 clusters Score -584957.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -584977.062500 Penalty: 3068.575195
	Iteration 27Q: 3 clusters Score -584977.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -584994.625000 Penalty: 3068.575195
	Iteration 28Q: 3 clusters Score -584994.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -585011.375000 Penalty: 3068.575195
	Iteration 29Q: 3 clusters Score -585011.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -585032.312500 Penalty: 3068.575195
	Iteration 30Q: 3 clusters Score -585032.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -585046.312500 Penalty: 3068.575195
	Iteration 31Q: 3 clusters Score -585046.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -585061.500000 Penalty: 3068.575195
	Iteration 32Q: 3 clusters Score -585061.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -585079.812500 Penalty: 3068.575195
	Iteration 33Q: 3 clusters Score -585079.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -585093.687500 Penalty: 3068.575195
	Iteration 34Q: 3 clusters Score -585093.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -585103.687500 Penalty: 3068.575195
	Iteration 35Q: 3 clusters Score -585103.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -585113.125000 Penalty: 3068.575195
	Iteration 36Q: 3 clusters Score -585113.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -585122.500000 Penalty: 3068.575195
	Iteration 37Q: 3 clusters Score -585122.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -585131.187500 Penalty: 3068.575195
	Iteration 38Q: 3 clusters Score -585131.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -585142.000000 Penalty: 3068.575195
	Iteration 39Q: 3 clusters Score -585142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -585153.687500 Penalty: 3068.575195
	Iteration 40F: 3 clusters Score -585153.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -585163.375000 Penalty: 3068.575195
	Iteration 41Q: 3 clusters Score -585163.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -585174.000000 Penalty: 3068.575195
	Iteration 42Q: 3 clusters Score -585174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -585180.812500 Penalty: 3068.575195
	Iteration 43Q: 3 clusters Score -585180.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -585190.250000 Penalty: 3068.575195
	Iteration 44Q: 3 clusters Score -585190.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -585195.437500 Penalty: 3068.575195
	Iteration 45Q: 3 clusters Score -585195.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -585200.437500 Penalty: 3068.575195
	Iteration 46Q: 3 clusters Score -585200.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -585208.500000 Penalty: 3068.575195
	Iteration 47Q: 3 clusters Score -585208.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -585213.437500 Penalty: 3068.575195
	Iteration 48Q: 3 clusters Score -585213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -585215.687500 Penalty: 3068.575195
	Iteration 49Q: 3 clusters Score -585215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -585217.500000 Penalty: 3068.575195
	Iteration 50Q: 3 clusters Score -585217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -585218.812500 Penalty: 3068.575195
	Iteration 51Q: 3 clusters Score -585218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -585219.250000 Penalty: 3068.575195
	Iteration 52Q: 3 clusters Score -585219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -585219.875000 Penalty: 3068.575195
	Iteration 53Q: 3 clusters Score -585219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -585220.187500 Penalty: 3068.575195
	Iteration 54Q: 3 clusters Score -585220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -585219.812500 Penalty: 3068.575195
	Iteration 55Q: 3 clusters Score -585219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -585220.625000 Penalty: 3068.575195
	Iteration 56Q: 3 clusters Score -585220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -585221.562500 Penalty: 3068.575195
	Iteration 57Q: 3 clusters Score -585221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -585221.625000 Penalty: 3068.575195
	Iteration 58Q: 3 clusters Score -585221.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -585221.625000 Penalty: 3068.575195
	Iteration 59F: 3 clusters Score -585221.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -199568.687500 Penalty: 1382.705933
	Iteration 0F: 2 clusters Score -199568.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -195635.328125 Penalty: 2765.411865
	Iteration 0F: 3 clusters Score -195635.3 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -196809.187500 Penalty: 2765.411865
	Iteration 1F: 3 clusters Score -196809.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -197054.250000 Penalty: 2765.411865
	Iteration 2F: 3 clusters Score -197054.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -197245.093750 Penalty: 2765.411865
	Iteration 3F: 3 clusters Score -197245.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -197411.078125 Penalty: 2765.411865
	Iteration 4F: 3 clusters Score -197411.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -197577.187500 Penalty: 2765.411865
	Iteration 5F: 3 clusters Score -197577.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -197712.671875 Penalty: 2765.411865
	Iteration 6Q: 3 clusters Score -197712.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -197807.093750 Penalty: 2765.411865
	Iteration 7Q: 3 clusters Score -197807.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -197866.656250 Penalty: 2765.411865
	Iteration 8Q: 3 clusters Score -197866.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -197909.515625 Penalty: 2765.411865
	Iteration 9Q: 3 clusters Score -197909.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -197946.484375 Penalty: 2765.411865
	Iteration 10Q: 3 clusters Score -197946.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -197979.281250 Penalty: 2765.411865
	Iteration 11Q: 3 clusters Score -197979.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -198006.859375 Penalty: 2765.411865
	Iteration 12Q: 3 clusters Score -198006.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -198027.890625 Penalty: 2765.411865
	Iteration 13Q: 3 clusters Score -198027.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -198048.875000 Penalty: 2765.411865
	Iteration 14Q: 3 clusters Score -198048.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -198072.171875 Penalty: 2765.411865
	Iteration 15Q: 3 clusters Score -198072.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -198100.187500 Penalty: 2765.411865
	Iteration 16Q: 3 clusters Score -198100.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -198124.765625 Penalty: 2765.411865
	Iteration 17Q: 3 clusters Score -198124.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -198151.343750 Penalty: 2765.411865
	Iteration 18Q: 3 clusters Score -198151.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -198174.343750 Penalty: 2765.411865
	Iteration 19Q: 3 clusters Score -198174.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -198198.937500 Penalty: 2765.411865
	Iteration 20F: 3 clusters Score -198198.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -198232.921875 Penalty: 2765.411865
	Iteration 21Q: 3 clusters Score -198232.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -198271.656250 Penalty: 2765.411865
	Iteration 22Q: 3 clusters Score -198271.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -198302.250000 Penalty: 2765.411865
	Iteration 23Q: 3 clusters Score -198302.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -198326.468750 Penalty: 2765.411865
	Iteration 24Q: 3 clusters Score -198326.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -198341.343750 Penalty: 2765.411865
	Iteration 25Q: 3 clusters Score -198341.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -198351.156250 Penalty: 2765.411865
	Iteration 26Q: 3 clusters Score -198351.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -198358.453125 Penalty: 2765.411865
	Iteration 27Q: 3 clusters Score -198358.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -198363.765625 Penalty: 2765.411865
	Iteration 28Q: 3 clusters Score -198363.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -198368.203125 Penalty: 2765.411865
	Iteration 29Q: 3 clusters Score -198368.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -198371.359375 Penalty: 2765.411865
	Iteration 30Q: 3 clusters Score -198371.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -198373.343750 Penalty: 2765.411865
	Iteration 31Q: 3 clusters Score -198373.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -198375.000000 Penalty: 2765.411865
	Iteration 32Q: 3 clusters Score -198375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -198377.156250 Penalty: 2765.411865
	Iteration 33Q: 3 clusters Score -198377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -198379.437500 Penalty: 2765.411865
	Iteration 34Q: 3 clusters Score -198379.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -198383.546875 Penalty: 2765.411865
	Iteration 35Q: 3 clusters Score -198383.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -198388.703125 Penalty: 2765.411865
	Iteration 36Q: 3 clusters Score -198388.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -198392.796875 Penalty: 2765.411865
	Iteration 37Q: 3 clusters Score -198392.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -198396.906250 Penalty: 2765.411865
	Iteration 38Q: 3 clusters Score -198396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -198399.718750 Penalty: 2765.411865
	Iteration 39Q: 3 clusters Score -198399.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -198401.421875 Penalty: 2765.411865
	Iteration 40F: 3 clusters Score -198401.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -198404.125000 Penalty: 2765.411865
	Iteration 41Q: 3 clusters Score -198404.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -198406.734375 Penalty: 2765.411865
	Iteration 42Q: 3 clusters Score -198406.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -198409.218750 Penalty: 2765.411865
	Iteration 43Q: 3 clusters Score -198409.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -198414.125000 Penalty: 2765.411865
	Iteration 44Q: 3 clusters Score -198414.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -198417.937500 Penalty: 2765.411865
	Iteration 45Q: 3 clusters Score -198417.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -198422.953125 Penalty: 2765.411865
	Iteration 46Q: 3 clusters Score -198423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -198425.796875 Penalty: 2765.411865
	Iteration 47Q: 3 clusters Score -198425.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -198426.953125 Penalty: 2765.411865
	Iteration 48Q: 3 clusters Score -198427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -198427.546875 Penalty: 2765.411865
	Iteration 49Q: 3 clusters Score -198427.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -198428.578125 Penalty: 2765.411865
	Iteration 50Q: 3 clusters Score -198428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -198430.093750 Penalty: 2765.411865
	Iteration 51Q: 3 clusters Score -198430.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -198430.421875 Penalty: 2765.411865
	Iteration 52Q: 3 clusters Score -198430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -198432.078125 Penalty: 2765.411865
	Iteration 53Q: 3 clusters Score -198432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -198432.359375 Penalty: 2765.411865
	Iteration 54Q: 3 clusters Score -198432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -198433.562500 Penalty: 2765.411865
	Iteration 55Q: 3 clusters Score -198433.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -198433.375000 Penalty: 2765.411865
	Iteration 56Q: 3 clusters Score -198433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -198433.750000 Penalty: 2765.411865
	Iteration 57Q: 3 clusters Score -198433.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -198433.750000 Penalty: 2765.411865
	Iteration 58F: 3 clusters Score -198433.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Entering Unmasked Estep 
Score: -1546160.875000 Penalty: 1677.041504
	Iteration 0F: 2 clusters Score -1546161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1525754.750000 Penalty: 3354.083008
	Iteration 0F: 3 clusters Score -1525755 nChanged 13946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1533318.750000 Penalty: 3354.083008
	Iteration 1F: 3 clusters Score -1533319 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -1533674.125000 Penalty: 3354.083008
	Iteration 2Q: 3 clusters Score -1533674 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -1534045.250000 Penalty: 3354.083008
	Iteration 3Q: 3 clusters Score -1534045 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1534518.250000 Penalty: 3354.083008
	Iteration 4Q: 3 clusters Score -1534518 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1535202.625000 Penalty: 3354.083008
	Iteration 5Q: 3 clusters Score -1535203 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1536200.875000 Penalty: 3354.083008
	Iteration 6F: 3 clusters Score -1536201 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -1537549.250000 Penalty: 3354.083008
	Iteration 7F: 3 clusters Score -1537549 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -1539039.750000 Penalty: 3354.083008
	Iteration 8F: 3 clusters Score -1539040 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -1540426.625000 Penalty: 3354.083008
	Iteration 9F: 3 clusters Score -1540427 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -1541651.500000 Penalty: 3354.083008
	Iteration 10Q: 3 clusters Score -1541652 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -1542507.875000 Penalty: 3354.083008
	Iteration 11Q: 3 clusters Score -1542508 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -1542982.750000 Penalty: 3354.083008
	Iteration 12Q: 3 clusters Score -1542983 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -1543301.125000 Penalty: 3354.083008
	Iteration 13Q: 3 clusters Score -1543301 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -1543535.125000 Penalty: 3354.083008
	Iteration 14Q: 3 clusters Score -1543535 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -1543713.625000 Penalty: 3354.083008
	Iteration 15Q: 3 clusters Score -1543714 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -1543857.000000 Penalty: 3354.083008
	Iteration 16Q: 3 clusters Score -1543857 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -1543957.750000 Penalty: 3354.083008
	Iteration 17Q: 3 clusters Score -1543958 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -1544051.125000 Penalty: 3354.083008
	Iteration 18Q: 3 clusters Score -1544051 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -1544107.625000 Penalty: 3354.083008
	Iteration 19Q: 3 clusters Score -1544108 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -1544156.000000 Penalty: 3354.083008
	Iteration 20F: 3 clusters Score -1544156 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -1544204.750000 Penalty: 3354.083008
	Iteration 21Q: 3 clusters Score -1544205 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -1544236.500000 Penalty: 3354.083008
	Iteration 22Q: 3 clusters Score -1544236 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -1544283.500000 Penalty: 3354.083008
	Iteration 23Q: 3 clusters Score -1544284 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -1544313.125000 Penalty: 3354.083008
	Iteration 24Q: 3 clusters Score -1544313 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -1544342.000000 Penalty: 3354.083008
	Iteration 25Q: 3 clusters Score -1544342 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -1544357.375000 Penalty: 3354.083008
	Iteration 26Q: 3 clusters Score -1544357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -1544375.500000 Penalty: 3354.083008
	Iteration 27Q: 3 clusters Score -1544376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -1544383.375000 Penalty: 3354.083008
	Iteration 28Q: 3 clusters Score -1544383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -1544394.625000 Penalty: 3354.083008
	Iteration 29Q: 3 clusters Score -1544395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -1544397.750000 Penalty: 3354.083008
	Iteration 30Q: 3 clusters Score -1544398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -1544413.375000 Penalty: 3354.083008
	Iteration 31Q: 3 clusters Score -1544413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -1544425.625000 Penalty: 3354.083008
	Iteration 32Q: 3 clusters Score -1544426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -1544432.500000 Penalty: 3354.083008
	Iteration 33Q: 3 clusters Score -1544432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -1544447.625000 Penalty: 3354.083008
	Iteration 34Q: 3 clusters Score -1544448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -1544467.000000 Penalty: 3354.083008
	Iteration 35Q: 3 clusters Score -1544467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -1544473.875000 Penalty: 3354.083008
	Iteration 36Q: 3 clusters Score -1544474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -1544485.375000 Penalty: 3354.083008
	Iteration 37Q: 3 clusters Score -1544485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -1544494.875000 Penalty: 3354.083008
	Iteration 38Q: 3 clusters Score -1544495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -1544495.750000 Penalty: 3354.083008
	Iteration 39Q: 3 clusters Score -1544496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -1544511.125000 Penalty: 3354.083008
	Iteration 40F: 3 clusters Score -1544511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -1544519.000000 Penalty: 3354.083008
	Iteration 41Q: 3 clusters Score -1544519 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -1544526.500000 Penalty: 3354.083008
	Iteration 42Q: 3 clusters Score -1544526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -1544535.125000 Penalty: 3354.083008
	Iteration 43Q: 3 clusters Score -1544535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -1544544.250000 Penalty: 3354.083008
	Iteration 44Q: 3 clusters Score -1544544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -1544550.125000 Penalty: 3354.083008
	Iteration 45Q: 3 clusters Score -1544550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -1544555.750000 Penalty: 3354.083008
	Iteration 46Q: 3 clusters Score -1544556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -1544560.375000 Penalty: 3354.083008
	Iteration 47Q: 3 clusters Score -1544560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -1544564.500000 Penalty: 3354.083008
	Iteration 48Q: 3 clusters Score -1544564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -1544569.250000 Penalty: 3354.083008
	Iteration 49Q: 3 clusters Score -1544569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -1544568.875000 Penalty: 3354.083008
	Iteration 50Q: 3 clusters Score -1544569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -1544569.750000 Penalty: 3354.083008
	Iteration 51Q: 3 clusters Score -1544570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -1544576.125000 Penalty: 3354.083008
	Iteration 52Q: 3 clusters Score -1544576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -1544579.875000 Penalty: 3354.083008
	Iteration 53Q: 3 clusters Score -1544580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -1544585.625000 Penalty: 3354.083008
	Iteration 54Q: 3 clusters Score -1544586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -1544587.500000 Penalty: 3354.083008
	Iteration 55Q: 3 clusters Score -1544588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -1544588.875000 Penalty: 3354.083008
	Iteration 56Q: 3 clusters Score -1544589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -1544592.250000 Penalty: 3354.083008
	Iteration 57Q: 3 clusters Score -1544592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -1544593.500000 Penalty: 3354.083008
	Iteration 58Q: 3 clusters Score -1544594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -1544595.875000 Penalty: 3354.083008
	Iteration 59Q: 3 clusters Score -1544596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -1544598.750000 Penalty: 3354.083008
	Iteration 60F: 3 clusters Score -1544599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -1544597.375000 Penalty: 3354.083008
	Iteration 61Q: 3 clusters Score -1544597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -1544603.625000 Penalty: 3354.083008
	Iteration 62Q: 3 clusters Score -1544604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -1544605.000000 Penalty: 3354.083008
	Iteration 63Q: 3 clusters Score -1544605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -1544607.875000 Penalty: 3354.083008
	Iteration 64Q: 3 clusters Score -1544608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -1544607.500000 Penalty: 3354.083008
	Iteration 65Q: 3 clusters Score -1544608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -1544609.375000 Penalty: 3354.083008
	Iteration 66Q: 3 clusters Score -1544609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -1544612.250000 Penalty: 3354.083008
	Iteration 67Q: 3 clusters Score -1544612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -1544612.500000 Penalty: 3354.083008
	Iteration 68Q: 3 clusters Score -1544612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -1544612.875000 Penalty: 3354.083008
	Iteration 69Q: 3 clusters Score -1544613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -1544612.875000 Penalty: 3354.083008
	Iteration 70F: 3 clusters Score -1544613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326964 members 
Mstep: Class 9 contains 93817 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24110 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197108.000000 Penalty: 43161.070312
Iteration 359Q: 21 clusters Score -2.819711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326964 members 
Mstep: Class 9 contains 93817 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24109 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197106.000000 Penalty: 43161.070312
Iteration 360F: 21 clusters Score -2.819711e+07 nChanged 0
Entering ConstructFrom: 
Score: -28197106.000000 Penalty: 43161.070312
Entering ConstructFrom: 
Trying to split cluster 1 (16828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Entering Unmasked Estep 
Score: -854170.937500 Penalty: 1581.255005
	Iteration 0F: 2 clusters Score -854170.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -842567.187500 Penalty: 3162.510010
	Iteration 0F: 3 clusters Score -842567.2 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -846637.000000 Penalty: 3162.510010
	Iteration 1F: 3 clusters Score -846637 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -846937.500000 Penalty: 3162.510010
	Iteration 2F: 3 clusters Score -846937.5 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -847172.875000 Penalty: 3162.510010
	Iteration 3Q: 3 clusters Score -847172.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -847367.812500 Penalty: 3162.510010
	Iteration 4Q: 3 clusters Score -847367.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -847541.750000 Penalty: 3162.510010
	Iteration 5Q: 3 clusters Score -847541.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -847688.750000 Penalty: 3162.510010
	Iteration 6Q: 3 clusters Score -847688.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -847874.437500 Penalty: 3162.510010
	Iteration 7Q: 3 clusters Score -847874.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -848083.250000 Penalty: 3162.510010
	Iteration 8Q: 3 clusters Score -848083.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -848373.375000 Penalty: 3162.510010
	Iteration 9Q: 3 clusters Score -848373.4 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -848805.937500 Penalty: 3162.510010
	Iteration 10Q: 3 clusters Score -848805.9 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -849373.000000 Penalty: 3162.510010
	Iteration 11F: 3 clusters Score -849373 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -850084.625000 Penalty: 3162.510010
	Iteration 12F: 3 clusters Score -850084.6 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -850865.750000 Penalty: 3162.510010
	Iteration 13F: 3 clusters Score -850865.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -851510.875000 Penalty: 3162.510010
	Iteration 14Q: 3 clusters Score -851510.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -851978.750000 Penalty: 3162.510010
	Iteration 15Q: 3 clusters Score -851978.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -852284.812500 Penalty: 3162.510010
	Iteration 16Q: 3 clusters Score -852284.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -852460.562500 Penalty: 3162.510010
	Iteration 17Q: 3 clusters Score -852460.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -852566.062500 Penalty: 3162.510010
	Iteration 18Q: 3 clusters Score -852566.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -852647.125000 Penalty: 3162.510010
	Iteration 19Q: 3 clusters Score -852647.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -852691.437500 Penalty: 3162.510010
	Iteration 20F: 3 clusters Score -852691.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -852720.750000 Penalty: 3162.510010
	Iteration 21Q: 3 clusters Score -852720.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -852747.750000 Penalty: 3162.510010
	Iteration 22Q: 3 clusters Score -852747.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -852769.437500 Penalty: 3162.510010
	Iteration 23Q: 3 clusters Score -852769.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -852781.875000 Penalty: 3162.510010
	Iteration 24Q: 3 clusters Score -852781.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -852796.250000 Penalty: 3162.510010
	Iteration 25Q: 3 clusters Score -852796.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -852810.437500 Penalty: 3162.510010
	Iteration 26Q: 3 clusters Score -852810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -852822.062500 Penalty: 3162.510010
	Iteration 27Q: 3 clusters Score -852822.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -852826.437500 Penalty: 3162.510010
	Iteration 28Q: 3 clusters Score -852826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -852830.125000 Penalty: 3162.510010
	Iteration 29Q: 3 clusters Score -852830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -852833.312500 Penalty: 3162.510010
	Iteration 30Q: 3 clusters Score -852833.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -852839.937500 Penalty: 3162.510010
	Iteration 31Q: 3 clusters Score -852839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -852844.437500 Penalty: 3162.510010
	Iteration 32Q: 3 clusters Score -852844.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -852848.000000 Penalty: 3162.510010
	Iteration 33Q: 3 clusters Score -852848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -852850.437500 Penalty: 3162.510010
	Iteration 34Q: 3 clusters Score -852850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -852854.875000 Penalty: 3162.510010
	Iteration 35Q: 3 clusters Score -852854.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -852856.812500 Penalty: 3162.510010
	Iteration 36Q: 3 clusters Score -852856.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -852857.937500 Penalty: 3162.510010
	Iteration 37Q: 3 clusters Score -852857.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -852857.937500 Penalty: 3162.510010
	Iteration 38F: 3 clusters Score -852857.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -606417.000000 Penalty: 1525.914429
	Iteration 0F: 2 clusters Score -606417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -597930.312500 Penalty: 3051.828857
	Iteration 0F: 3 clusters Score -597930.3 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -600804.937500 Penalty: 3051.828857
	Iteration 1F: 3 clusters Score -600804.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -601171.250000 Penalty: 3051.828857
	Iteration 2F: 3 clusters Score -601171.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -601548.625000 Penalty: 3051.828857
	Iteration 3F: 3 clusters Score -601548.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -601946.062500 Penalty: 3051.828857
	Iteration 4F: 3 clusters Score -601946.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -602349.062500 Penalty: 3051.828857
	Iteration 5F: 3 clusters Score -602349.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -602790.500000 Penalty: 3051.828857
	Iteration 6F: 3 clusters Score -602790.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -603209.000000 Penalty: 3051.828857
	Iteration 7Q: 3 clusters Score -603209 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -603563.625000 Penalty: 3051.828857
	Iteration 8Q: 3 clusters Score -603563.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -603861.625000 Penalty: 3051.828857
	Iteration 9Q: 3 clusters Score -603861.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -604118.062500 Penalty: 3051.828857
	Iteration 10Q: 3 clusters Score -604118.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -604318.750000 Penalty: 3051.828857
	Iteration 11Q: 3 clusters Score -604318.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -604505.750000 Penalty: 3051.828857
	Iteration 12Q: 3 clusters Score -604505.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -604668.437500 Penalty: 3051.828857
	Iteration 13Q: 3 clusters Score -604668.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -604842.062500 Penalty: 3051.828857
	Iteration 14Q: 3 clusters Score -604842.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -604991.875000 Penalty: 3051.828857
	Iteration 15Q: 3 clusters Score -604991.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -605081.375000 Penalty: 3051.828857
	Iteration 16Q: 3 clusters Score -605081.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -605151.625000 Penalty: 3051.828857
	Iteration 17Q: 3 clusters Score -605151.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -605198.437500 Penalty: 3051.828857
	Iteration 18Q: 3 clusters Score -605198.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -605224.875000 Penalty: 3051.828857
	Iteration 19Q: 3 clusters Score -605224.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -605244.437500 Penalty: 3051.828857
	Iteration 20F: 3 clusters Score -605244.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -605259.937500 Penalty: 3051.828857
	Iteration 21Q: 3 clusters Score -605259.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -605272.562500 Penalty: 3051.828857
	Iteration 22Q: 3 clusters Score -605272.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -605285.625000 Penalty: 3051.828857
	Iteration 23Q: 3 clusters Score -605285.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -605293.687500 Penalty: 3051.828857
	Iteration 24Q: 3 clusters Score -605293.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -605299.875000 Penalty: 3051.828857
	Iteration 25Q: 3 clusters Score -605299.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -605302.000000 Penalty: 3051.828857
	Iteration 26Q: 3 clusters Score -605302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -605301.812500 Penalty: 3051.828857
	Iteration 27Q: 3 clusters Score -605301.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -605305.812500 Penalty: 3051.828857
	Iteration 28Q: 3 clusters Score -605305.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -605305.187500 Penalty: 3051.828857
	Iteration 29Q: 3 clusters Score -605305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -605305.312500 Penalty: 3051.828857
	Iteration 30Q: 3 clusters Score -605305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -605305.750000 Penalty: 3051.828857
	Iteration 31Q: 3 clusters Score -605305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -605306.312500 Penalty: 3051.828857
	Iteration 32Q: 3 clusters Score -605306.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -605308.125000 Penalty: 3051.828857
	Iteration 33Q: 3 clusters Score -605308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -605307.062500 Penalty: 3051.828857
	Iteration 34Q: 3 clusters Score -605307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -605307.062500 Penalty: 3051.828857
	Iteration 35Q: 3 clusters Score -605307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -605307.062500 Penalty: 3051.828857
	Iteration 36Q: 3 clusters Score -605307.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -605307.062500 Penalty: 3051.828857
	Iteration 37F: 3 clusters Score -605307.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Entering Unmasked Estep 
Score: -837236.500000 Penalty: 1584.637817
	Iteration 0F: 2 clusters Score -837236.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -825389.937500 Penalty: 3169.275635
	Iteration 0F: 3 clusters Score -825389.9 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -829508.875000 Penalty: 3169.275635
	Iteration 1F: 3 clusters Score -829508.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -829839.625000 Penalty: 3169.275635
	Iteration 2F: 3 clusters Score -829839.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -830173.125000 Penalty: 3169.275635
	Iteration 3Q: 3 clusters Score -830173.1 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -830558.062500 Penalty: 3169.275635
	Iteration 4Q: 3 clusters Score -830558.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -830985.875000 Penalty: 3169.275635
	Iteration 5F: 3 clusters Score -830985.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -831493.125000 Penalty: 3169.275635
	Iteration 6F: 3 clusters Score -831493.1 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -832113.062500 Penalty: 3169.275635
	Iteration 7F: 3 clusters Score -832113.1 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -832771.250000 Penalty: 3169.275635
	Iteration 8F: 3 clusters Score -832771.2 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -833464.875000 Penalty: 3169.275635
	Iteration 9F: 3 clusters Score -833464.9 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -834071.750000 Penalty: 3169.275635
	Iteration 10Q: 3 clusters Score -834071.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -834567.312500 Penalty: 3169.275635
	Iteration 11Q: 3 clusters Score -834567.3 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -834962.125000 Penalty: 3169.275635
	Iteration 12Q: 3 clusters Score -834962.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -835278.375000 Penalty: 3169.275635
	Iteration 13Q: 3 clusters Score -835278.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -835513.000000 Penalty: 3169.275635
	Iteration 14Q: 3 clusters Score -835513 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -835677.312500 Penalty: 3169.275635
	Iteration 15Q: 3 clusters Score -835677.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -835812.687500 Penalty: 3169.275635
	Iteration 16Q: 3 clusters Score -835812.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -835903.875000 Penalty: 3169.275635
	Iteration 17Q: 3 clusters Score -835903.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -835979.125000 Penalty: 3169.275635
	Iteration 18Q: 3 clusters Score -835979.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -836039.625000 Penalty: 3169.275635
	Iteration 19Q: 3 clusters Score -836039.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -836098.125000 Penalty: 3169.275635
	Iteration 20F: 3 clusters Score -836098.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -836140.312500 Penalty: 3169.275635
	Iteration 21Q: 3 clusters Score -836140.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -836175.062500 Penalty: 3169.275635
	Iteration 22Q: 3 clusters Score -836175.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -836212.687500 Penalty: 3169.275635
	Iteration 23Q: 3 clusters Score -836212.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -836259.187500 Penalty: 3169.275635
	Iteration 24Q: 3 clusters Score -836259.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -836354.000000 Penalty: 3169.275635
	Iteration 25Q: 3 clusters Score -836354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -836452.250000 Penalty: 3169.275635
	Iteration 26Q: 3 clusters Score -836452.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -836528.937500 Penalty: 3169.275635
	Iteration 27Q: 3 clusters Score -836528.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -836562.500000 Penalty: 3169.275635
	Iteration 28Q: 3 clusters Score -836562.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -836583.375000 Penalty: 3169.275635
	Iteration 29Q: 3 clusters Score -836583.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -836597.375000 Penalty: 3169.275635
	Iteration 30Q: 3 clusters Score -836597.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -836602.812500 Penalty: 3169.275635
	Iteration 31Q: 3 clusters Score -836602.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -836606.687500 Penalty: 3169.275635
	Iteration 32Q: 3 clusters Score -836606.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -836619.125000 Penalty: 3169.275635
	Iteration 33Q: 3 clusters Score -836619.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -836624.000000 Penalty: 3169.275635
	Iteration 34Q: 3 clusters Score -836624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -836626.875000 Penalty: 3169.275635
	Iteration 35Q: 3 clusters Score -836626.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -836632.875000 Penalty: 3169.275635
	Iteration 36Q: 3 clusters Score -836632.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -836633.312500 Penalty: 3169.275635
	Iteration 37Q: 3 clusters Score -836633.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -836634.375000 Penalty: 3169.275635
	Iteration 38Q: 3 clusters Score -836634.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -836633.125000 Penalty: 3169.275635
	Iteration 39Q: 3 clusters Score -836633.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -836634.500000 Penalty: 3169.275635
	Iteration 40F: 3 clusters Score -836634.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -836635.125000 Penalty: 3169.275635
	Iteration 41Q: 3 clusters Score -836635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -836636.937500 Penalty: 3169.275635
	Iteration 42Q: 3 clusters Score -836636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -836636.750000 Penalty: 3169.275635
	Iteration 43Q: 3 clusters Score -836636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -836636.937500 Penalty: 3169.275635
	Iteration 44Q: 3 clusters Score -836636.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -836636.937500 Penalty: 3169.275635
	Iteration 45F: 3 clusters Score -836636.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Entering Unmasked Estep 
Score: -438190.375000 Penalty: 1480.171875
	Iteration 0F: 2 clusters Score -438190.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -431606.468750 Penalty: 2960.343750
	Iteration 0F: 3 clusters Score -431606.5 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -433706.031250 Penalty: 2960.343750
	Iteration 1F: 3 clusters Score -433706 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -433960.281250 Penalty: 2960.343750
	Iteration 2F: 3 clusters Score -433960.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -434166.281250 Penalty: 2960.343750
	Iteration 3F: 3 clusters Score -434166.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -434344.062500 Penalty: 2960.343750
	Iteration 4Q: 3 clusters Score -434344.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -434541.281250 Penalty: 2960.343750
	Iteration 5Q: 3 clusters Score -434541.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -434759.750000 Penalty: 2960.343750
	Iteration 6Q: 3 clusters Score -434759.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -435004.312500 Penalty: 2960.343750
	Iteration 7Q: 3 clusters Score -435004.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -435277.625000 Penalty: 2960.343750
	Iteration 8Q: 3 clusters Score -435277.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -435560.500000 Penalty: 2960.343750
	Iteration 9Q: 3 clusters Score -435560.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -435840.562500 Penalty: 2960.343750
	Iteration 10Q: 3 clusters Score -435840.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -436137.218750 Penalty: 2960.343750
	Iteration 11Q: 3 clusters Score -436137.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -436439.187500 Penalty: 2960.343750
	Iteration 12Q: 3 clusters Score -436439.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -436638.812500 Penalty: 2960.343750
	Iteration 13Q: 3 clusters Score -436638.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -436760.437500 Penalty: 2960.343750
	Iteration 14Q: 3 clusters Score -436760.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -436848.781250 Penalty: 2960.343750
	Iteration 15Q: 3 clusters Score -436848.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -436912.500000 Penalty: 2960.343750
	Iteration 16Q: 3 clusters Score -436912.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -436950.062500 Penalty: 2960.343750
	Iteration 17Q: 3 clusters Score -436950.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -436970.406250 Penalty: 2960.343750
	Iteration 18Q: 3 clusters Score -436970.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -436989.625000 Penalty: 2960.343750
	Iteration 19Q: 3 clusters Score -436989.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -437002.531250 Penalty: 2960.343750
	Iteration 20F: 3 clusters Score -437002.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -437012.281250 Penalty: 2960.343750
	Iteration 21Q: 3 clusters Score -437012.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -437021.468750 Penalty: 2960.343750
	Iteration 22Q: 3 clusters Score -437021.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -437029.875000 Penalty: 2960.343750
	Iteration 23Q: 3 clusters Score -437029.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -437033.968750 Penalty: 2960.343750
	Iteration 24Q: 3 clusters Score -437034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -437041.968750 Penalty: 2960.343750
	Iteration 25Q: 3 clusters Score -437042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -437048.312500 Penalty: 2960.343750
	Iteration 26Q: 3 clusters Score -437048.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -437052.468750 Penalty: 2960.343750
	Iteration 27Q: 3 clusters Score -437052.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -437059.937500 Penalty: 2960.343750
	Iteration 28Q: 3 clusters Score -437059.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -437066.562500 Penalty: 2960.343750
	Iteration 29Q: 3 clusters Score -437066.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -437069.343750 Penalty: 2960.343750
	Iteration 30Q: 3 clusters Score -437069.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -437070.656250 Penalty: 2960.343750
	Iteration 31Q: 3 clusters Score -437070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -437071.031250 Penalty: 2960.343750
	Iteration 32Q: 3 clusters Score -437071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -437071.031250 Penalty: 2960.343750
	Iteration 33F: 3 clusters Score -437071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -92455.593750 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -92455.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -90395.179688 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -90395.18 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -90857.039062 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -90857.04 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -91007.273438 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -91007.27 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -91155.210938 Penalty: 2473.044189
	Iteration 3F: 3 clusters Score -91155.21 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -91267.218750 Penalty: 2473.044189
	Iteration 4F: 3 clusters Score -91267.22 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -91344.054688 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -91344.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -91401.437500 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -91401.44 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -91443.562500 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -91443.56 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -91484.500000 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -91484.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -91516.593750 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -91516.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -91537.843750 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -91537.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -91555.476562 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -91555.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -91572.835938 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -91572.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -91583.148438 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -91583.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -91591.648438 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -91591.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -91603.437500 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -91603.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -91610.953125 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -91610.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -91613.890625 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -91613.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -91614.632812 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -91614.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -91615.039062 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -91615.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -91615.710938 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -91615.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -91615.945312 Penalty: 2473.044189
	Iteration 21Q: 3 clusters Score -91615.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -91616.492188 Penalty: 2473.044189
	Iteration 22Q: 3 clusters Score -91616.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -91616.859375 Penalty: 2473.044189
	Iteration 23Q: 3 clusters Score -91616.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -91617.718750 Penalty: 2473.044189
	Iteration 24Q: 3 clusters Score -91617.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -91619.539062 Penalty: 2473.044189
	Iteration 25Q: 3 clusters Score -91619.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -91620.593750 Penalty: 2473.044189
	Iteration 26Q: 3 clusters Score -91620.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -91620.593750 Penalty: 2473.044189
	Iteration 27F: 3 clusters Score -91620.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Entering Unmasked Estep 
Score: -482358.656250 Penalty: 1494.438721
	Iteration 0F: 2 clusters Score -482358.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -475321.593750 Penalty: 2988.877441
	Iteration 0F: 3 clusters Score -475321.6 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -477599.312500 Penalty: 2988.877441
	Iteration 1F: 3 clusters Score -477599.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -477839.593750 Penalty: 2988.877441
	Iteration 2F: 3 clusters Score -477839.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -478035.906250 Penalty: 2988.877441
	Iteration 3Q: 3 clusters Score -478035.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -478231.375000 Penalty: 2988.877441
	Iteration 4Q: 3 clusters Score -478231.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -478469.906250 Penalty: 2988.877441
	Iteration 5Q: 3 clusters Score -478469.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -478799.125000 Penalty: 2988.877441
	Iteration 6F: 3 clusters Score -478799.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -479213.250000 Penalty: 2988.877441
	Iteration 7F: 3 clusters Score -479213.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -479678.937500 Penalty: 2988.877441
	Iteration 8F: 3 clusters Score -479678.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -480135.718750 Penalty: 2988.877441
	Iteration 9F: 3 clusters Score -480135.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -480461.687500 Penalty: 2988.877441
	Iteration 10Q: 3 clusters Score -480461.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -480705.031250 Penalty: 2988.877441
	Iteration 11Q: 3 clusters Score -480705 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -480854.875000 Penalty: 2988.877441
	Iteration 12Q: 3 clusters Score -480854.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -480933.531250 Penalty: 2988.877441
	Iteration 13Q: 3 clusters Score -480933.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -480974.062500 Penalty: 2988.877441
	Iteration 14Q: 3 clusters Score -480974.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -480995.937500 Penalty: 2988.877441
	Iteration 15Q: 3 clusters Score -480995.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -481013.781250 Penalty: 2988.877441
	Iteration 16Q: 3 clusters Score -481013.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -481029.406250 Penalty: 2988.877441
	Iteration 17Q: 3 clusters Score -481029.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -481045.468750 Penalty: 2988.877441
	Iteration 18Q: 3 clusters Score -481045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -481050.031250 Penalty: 2988.877441
	Iteration 19Q: 3 clusters Score -481050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -481050.031250 Penalty: 2988.877441
	Iteration 20F: 3 clusters Score -481050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Entering Unmasked Estep 
Score: -612743.187500 Penalty: 1534.093994
	Iteration 0F: 2 clusters Score -612743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -603920.500000 Penalty: 3068.187988
	Iteration 0F: 3 clusters Score -603920.5 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -606908.562500 Penalty: 3068.187988
	Iteration 1F: 3 clusters Score -606908.6 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -607288.437500 Penalty: 3068.187988
	Iteration 2F: 3 clusters Score -607288.4 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -607796.125000 Penalty: 3068.187988
	Iteration 3F: 3 clusters Score -607796.1 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -608443.750000 Penalty: 3068.187988
	Iteration 4F: 3 clusters Score -608443.8 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -609185.937500 Penalty: 3068.187988
	Iteration 5F: 3 clusters Score -609185.9 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -609951.000000 Penalty: 3068.187988
	Iteration 6F: 3 clusters Score -609951 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -610647.000000 Penalty: 3068.187988
	Iteration 7F: 3 clusters Score -610647 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -611132.062500 Penalty: 3068.187988
	Iteration 8Q: 3 clusters Score -611132.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -611424.562500 Penalty: 3068.187988
	Iteration 9Q: 3 clusters Score -611424.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -611635.187500 Penalty: 3068.187988
	Iteration 10Q: 3 clusters Score -611635.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -611797.500000 Penalty: 3068.187988
	Iteration 11Q: 3 clusters Score -611797.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -611912.437500 Penalty: 3068.187988
	Iteration 12Q: 3 clusters Score -611912.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -611969.437500 Penalty: 3068.187988
	Iteration 13Q: 3 clusters Score -611969.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -612001.875000 Penalty: 3068.187988
	Iteration 14Q: 3 clusters Score -612001.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -612021.500000 Penalty: 3068.187988
	Iteration 15Q: 3 clusters Score -612021.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -612034.062500 Penalty: 3068.187988
	Iteration 16Q: 3 clusters Score -612034.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -612042.750000 Penalty: 3068.187988
	Iteration 17Q: 3 clusters Score -612042.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -612047.062500 Penalty: 3068.187988
	Iteration 18Q: 3 clusters Score -612047.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -612051.500000 Penalty: 3068.187988
	Iteration 19Q: 3 clusters Score -612051.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -612053.375000 Penalty: 3068.187988
	Iteration 20F: 3 clusters Score -612053.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -612053.187500 Penalty: 3068.187988
	Iteration 21Q: 3 clusters Score -612053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -612054.125000 Penalty: 3068.187988
	Iteration 22Q: 3 clusters Score -612054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -612055.437500 Penalty: 3068.187988
	Iteration 23Q: 3 clusters Score -612055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -612056.500000 Penalty: 3068.187988
	Iteration 24Q: 3 clusters Score -612056.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -612057.750000 Penalty: 3068.187988
	Iteration 25Q: 3 clusters Score -612057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -612060.750000 Penalty: 3068.187988
	Iteration 26Q: 3 clusters Score -612060.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -612061.187500 Penalty: 3068.187988
	Iteration 27Q: 3 clusters Score -612061.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -612060.312500 Penalty: 3068.187988
	Iteration 28Q: 3 clusters Score -612060.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -612061.187500 Penalty: 3068.187988
	Iteration 29Q: 3 clusters Score -612061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -612062.000000 Penalty: 3068.187988
	Iteration 30Q: 3 clusters Score -612062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -612064.750000 Penalty: 3068.187988
	Iteration 31Q: 3 clusters Score -612064.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -612066.937500 Penalty: 3068.187988
	Iteration 32Q: 3 clusters Score -612066.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -612065.312500 Penalty: 3068.187988
	Iteration 33Q: 3 clusters Score -612065.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -612066.750000 Penalty: 3068.187988
	Iteration 34Q: 3 clusters Score -612066.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -612069.687500 Penalty: 3068.187988
	Iteration 35Q: 3 clusters Score -612069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -612069.000000 Penalty: 3068.187988
	Iteration 36Q: 3 clusters Score -612069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -612069.312500 Penalty: 3068.187988
	Iteration 37Q: 3 clusters Score -612069.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -612068.750000 Penalty: 3068.187988
	Iteration 38Q: 3 clusters Score -612068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -612069.187500 Penalty: 3068.187988
	Iteration 39Q: 3 clusters Score -612069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -612069.500000 Penalty: 3068.187988
	Iteration 40F: 3 clusters Score -612069.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (326964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326964 members 
Entering Unmasked Estep 
Score: -16432932.000000 Penalty: 2063.360840
	Iteration 0F: 2 clusters Score -1.643293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163027 members 
Mstep: Class 2 contains 163937 members 
Entering Unmasked Estep 
Score: -16212074.000000 Penalty: 4126.721680
	Iteration 0F: 3 clusters Score -1.621207e+07 nChanged 159930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149723 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -16308623.000000 Penalty: 4126.721680
	Iteration 1F: 3 clusters Score -1.630862e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141773 members 
Mstep: Class 2 contains 185191 members 
Entering Unmasked Estep 
Score: -16311928.000000 Penalty: 4126.721680
	Iteration 2Q: 3 clusters Score -1.631193e+07 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129327 members 
Mstep: Class 2 contains 197637 members 
Entering Unmasked Estep 
Score: -16318117.000000 Penalty: 4126.721680
	Iteration 3Q: 3 clusters Score -1.631812e+07 nChanged 19456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110711 members 
Mstep: Class 2 contains 216253 members 
Entering Unmasked Estep 
Score: -16329761.000000 Penalty: 4126.721680
	Iteration 4F: 3 clusters Score -1.632976e+07 nChanged 25658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85403 members 
Mstep: Class 2 contains 241561 members 
Entering Unmasked Estep 
Score: -16350420.000000 Penalty: 4126.721680
	Iteration 5F: 3 clusters Score -1.635042e+07 nChanged 28364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 269821 members 
Entering Unmasked Estep 
Score: -16376565.000000 Penalty: 4126.721680
	Iteration 6F: 3 clusters Score -1.637656e+07 nChanged 24456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 294265 members 
Entering Unmasked Estep 
Score: -16400273.000000 Penalty: 4126.721680
	Iteration 7F: 3 clusters Score -1.640027e+07 nChanged 16219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 310476 members 
Entering Unmasked Estep 
Score: -16416135.000000 Penalty: 4126.721680
	Iteration 8Q: 3 clusters Score -1.641614e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 319387 members 
Entering Unmasked Estep 
Score: -16424440.000000 Penalty: 4126.721680
	Iteration 9Q: 3 clusters Score -1.642444e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 323764 members 
Entering Unmasked Estep 
Score: -16428398.000000 Penalty: 4126.721680
	Iteration 10Q: 3 clusters Score -1.64284e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 325631 members 
Entering Unmasked Estep 
Score: -16430076.000000 Penalty: 4126.721680
	Iteration 11Q: 3 clusters Score -1.643008e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 326352 members 
Entering Unmasked Estep 
Score: -16430666.000000 Penalty: 4126.721680
	Iteration 12Q: 3 clusters Score -1.643067e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 326595 members 
Entering Unmasked Estep 
Score: -16430850.000000 Penalty: 4126.721680
	Iteration 13Q: 3 clusters Score -1.643085e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 326688 members 
Entering Unmasked Estep 
Score: -16430930.000000 Penalty: 4126.721680
	Iteration 14Q: 3 clusters Score -1.643093e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 326725 members 
Entering Unmasked Estep 
Score: -16431002.000000 Penalty: 4126.721680
	Iteration 15Q: 3 clusters Score -1.6431e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 326743 members 
Entering Unmasked Estep 
Score: -16431042.000000 Penalty: 4126.721680
	Iteration 16Q: 3 clusters Score -1.643104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 326756 members 
Entering Unmasked Estep 
Score: -16431054.000000 Penalty: 4126.721680
	Iteration 17Q: 3 clusters Score -1.643105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 326759 members 
Entering Unmasked Estep 
Score: -16431070.000000 Penalty: 4126.721680
	Iteration 18Q: 3 clusters Score -1.643107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 326761 members 
Entering Unmasked Estep 
Score: -16431076.000000 Penalty: 4126.721680
	Iteration 19Q: 3 clusters Score -1.643108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 326760 members 
Entering Unmasked Estep 
Score: -16431083.000000 Penalty: 4126.721680
	Iteration 20F: 3 clusters Score -1.643108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (93817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Entering Unmasked Estep 
Score: -4632125.500000 Penalty: 1860.479004
	Iteration 0F: 2 clusters Score -4632126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -4569614.500000 Penalty: 3720.958008
	Iteration 0F: 3 clusters Score -4569614 nChanged 44655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -4595244.000000 Penalty: 3720.958008
	Iteration 1F: 3 clusters Score -4595244 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -4596091.000000 Penalty: 3720.958008
	Iteration 2Q: 3 clusters Score -4596091 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -4597274.500000 Penalty: 3720.958008
	Iteration 3Q: 3 clusters Score -4597274 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -4598786.000000 Penalty: 3720.958008
	Iteration 4Q: 3 clusters Score -4598786 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -4601153.000000 Penalty: 3720.958008
	Iteration 5Q: 3 clusters Score -4601153 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -4604474.500000 Penalty: 3720.958008
	Iteration 6F: 3 clusters Score -4604474 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -4608801.000000 Penalty: 3720.958008
	Iteration 7F: 3 clusters Score -4608801 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -4613509.000000 Penalty: 3720.958008
	Iteration 8F: 3 clusters Score -4613509 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -4617654.000000 Penalty: 3720.958008
	Iteration 9F: 3 clusters Score -4617654 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -4620289.500000 Penalty: 3720.958008
	Iteration 10Q: 3 clusters Score -4620290 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 64338 members 
Entering Unmasked Estep 
Score: -4621740.000000 Penalty: 3720.958008
	Iteration 11Q: 3 clusters Score -4621740 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -4622588.000000 Penalty: 3720.958008
	Iteration 12Q: 3 clusters Score -4622588 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -4623253.500000 Penalty: 3720.958008
	Iteration 13Q: 3 clusters Score -4623254 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -4623857.000000 Penalty: 3720.958008
	Iteration 14Q: 3 clusters Score -4623857 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -4624391.500000 Penalty: 3720.958008
	Iteration 15Q: 3 clusters Score -4624392 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 71296 members 
Entering Unmasked Estep 
Score: -4624987.500000 Penalty: 3720.958008
	Iteration 16Q: 3 clusters Score -4624988 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 72687 members 
Entering Unmasked Estep 
Score: -4625561.500000 Penalty: 3720.958008
	Iteration 17Q: 3 clusters Score -4625562 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -4626108.000000 Penalty: 3720.958008
	Iteration 18Q: 3 clusters Score -4626108 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -4626632.000000 Penalty: 3720.958008
	Iteration 19Q: 3 clusters Score -4626632 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
Score: -4627187.500000 Penalty: 3720.958008
	Iteration 20F: 3 clusters Score -4627188 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -4627692.000000 Penalty: 3720.958008
	Iteration 21Q: 3 clusters Score -4627692 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -4628153.500000 Penalty: 3720.958008
	Iteration 22Q: 3 clusters Score -4628154 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -4628572.000000 Penalty: 3720.958008
	Iteration 23Q: 3 clusters Score -4628572 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 80973 members 
Entering Unmasked Estep 
Score: -4628933.000000 Penalty: 3720.958008
	Iteration 24Q: 3 clusters Score -4628933 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -4629237.500000 Penalty: 3720.958008
	Iteration 25Q: 3 clusters Score -4629238 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -4629529.000000 Penalty: 3720.958008
	Iteration 26Q: 3 clusters Score -4629529 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -4629775.500000 Penalty: 3720.958008
	Iteration 27Q: 3 clusters Score -4629776 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -4629977.000000 Penalty: 3720.958008
	Iteration 28Q: 3 clusters Score -4629977 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -4630156.000000 Penalty: 3720.958008
	Iteration 29Q: 3 clusters Score -4630156 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -4630317.500000 Penalty: 3720.958008
	Iteration 30Q: 3 clusters Score -4630318 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -4630472.500000 Penalty: 3720.958008
	Iteration 31Q: 3 clusters Score -4630472 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -4630587.500000 Penalty: 3720.958008
	Iteration 32Q: 3 clusters Score -4630588 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 86285 members 
Entering Unmasked Estep 
Score: -4630694.000000 Penalty: 3720.958008
	Iteration 33Q: 3 clusters Score -4630694 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -4630777.000000 Penalty: 3720.958008
	Iteration 34Q: 3 clusters Score -4630777 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 86958 members 
Entering Unmasked Estep 
Score: -4630865.000000 Penalty: 3720.958008
	Iteration 35Q: 3 clusters Score -4630865 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -4630938.000000 Penalty: 3720.958008
	Iteration 36Q: 3 clusters Score -4630938 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -4630986.000000 Penalty: 3720.958008
	Iteration 37Q: 3 clusters Score -4630986 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -4631024.500000 Penalty: 3720.958008
	Iteration 38Q: 3 clusters Score -4631024 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -4631060.000000 Penalty: 3720.958008
	Iteration 39Q: 3 clusters Score -4631060 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -4631093.000000 Penalty: 3720.958008
	Iteration 40F: 3 clusters Score -4631093 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -4631123.000000 Penalty: 3720.958008
	Iteration 41Q: 3 clusters Score -4631123 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 88515 members 
Entering Unmasked Estep 
Score: -4631145.000000 Penalty: 3720.958008
	Iteration 42Q: 3 clusters Score -4631145 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -4631175.500000 Penalty: 3720.958008
	Iteration 43Q: 3 clusters Score -4631176 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -4631194.500000 Penalty: 3720.958008
	Iteration 44Q: 3 clusters Score -4631194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -4631208.000000 Penalty: 3720.958008
	Iteration 45Q: 3 clusters Score -4631208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 89023 members 
Entering Unmasked Estep 
Score: -4631216.000000 Penalty: 3720.958008
	Iteration 46Q: 3 clusters Score -4631216 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 89132 members 
Entering Unmasked Estep 
Score: -4631235.000000 Penalty: 3720.958008
	Iteration 47Q: 3 clusters Score -4631235 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 89218 members 
Entering Unmasked Estep 
Score: -4631233.500000 Penalty: 3720.958008
	Iteration 48Q: 3 clusters Score -4631234 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 89293 members 
Entering Unmasked Estep 
Score: -4631228.500000 Penalty: 3720.958008
	Iteration 49Q: 3 clusters Score -4631228 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 89347 members 
Entering Unmasked Estep 
Score: -4631230.500000 Penalty: 3720.958008
	Iteration 50Q: 3 clusters Score -4631230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 89390 members 
Entering Unmasked Estep 
Score: -4631233.000000 Penalty: 3720.958008
	Iteration 51Q: 3 clusters Score -4631233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 89430 members 
Entering Unmasked Estep 
Score: -4631243.500000 Penalty: 3720.958008
	Iteration 52Q: 3 clusters Score -4631244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -4631245.500000 Penalty: 3720.958008
	Iteration 53Q: 3 clusters Score -4631246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 89497 members 
Entering Unmasked Estep 
Score: -4631247.500000 Penalty: 3720.958008
	Iteration 54Q: 3 clusters Score -4631248 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -4631269.500000 Penalty: 3720.958008
	Iteration 55Q: 3 clusters Score -4631270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -4631278.500000 Penalty: 3720.958008
	Iteration 56Q: 3 clusters Score -4631278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 89605 members 
Entering Unmasked Estep 
Score: -4631274.500000 Penalty: 3720.958008
	Iteration 57Q: 3 clusters Score -4631274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -4631272.500000 Penalty: 3720.958008
	Iteration 58Q: 3 clusters Score -4631272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -4631269.000000 Penalty: 3720.958008
	Iteration 59Q: 3 clusters Score -4631269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 89695 members 
Entering Unmasked Estep 
Score: -4631274.000000 Penalty: 3720.958008
	Iteration 60F: 3 clusters Score -4631274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -4631282.000000 Penalty: 3720.958008
	Iteration 61Q: 3 clusters Score -4631282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -4631281.000000 Penalty: 3720.958008
	Iteration 62Q: 3 clusters Score -4631281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -4631286.000000 Penalty: 3720.958008
	Iteration 63Q: 3 clusters Score -4631286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -4631290.000000 Penalty: 3720.958008
	Iteration 64Q: 3 clusters Score -4631290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 89801 members 
Entering Unmasked Estep 
Score: -4631290.000000 Penalty: 3720.958008
	Iteration 65Q: 3 clusters Score -4631290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 89820 members 
Entering Unmasked Estep 
Score: -4631292.500000 Penalty: 3720.958008
	Iteration 66Q: 3 clusters Score -4631292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -4631286.500000 Penalty: 3720.958008
	Iteration 67Q: 3 clusters Score -4631286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -4631288.500000 Penalty: 3720.958008
	Iteration 68Q: 3 clusters Score -4631288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -4631293.000000 Penalty: 3720.958008
	Iteration 69Q: 3 clusters Score -4631293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -4631295.000000 Penalty: 3720.958008
	Iteration 70Q: 3 clusters Score -4631295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -4631298.000000 Penalty: 3720.958008
	Iteration 71Q: 3 clusters Score -4631298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 89867 members 
Entering Unmasked Estep 
Score: -4631297.500000 Penalty: 3720.958008
	Iteration 72Q: 3 clusters Score -4631298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -4631301.000000 Penalty: 3720.958008
	Iteration 73Q: 3 clusters Score -4631301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -4631299.500000 Penalty: 3720.958008
	Iteration 74Q: 3 clusters Score -4631300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -4631299.500000 Penalty: 3720.958008
	Iteration 75Q: 3 clusters Score -4631300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -4631301.500000 Penalty: 3720.958008
	Iteration 76Q: 3 clusters Score -4631302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -4631295.000000 Penalty: 3720.958008
	Iteration 77Q: 3 clusters Score -4631295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 89890 members 
Entering Unmasked Estep 
Score: -4631302.500000 Penalty: 3720.958008
	Iteration 78Q: 3 clusters Score -4631302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 89893 members 
Entering Unmasked Estep 
Score: -4631301.500000 Penalty: 3720.958008
	Iteration 79Q: 3 clusters Score -4631302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 89895 members 
Entering Unmasked Estep 
Score: -4631305.000000 Penalty: 3720.958008
	Iteration 80F: 3 clusters Score -4631305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -4631303.500000 Penalty: 3720.958008
	Iteration 81Q: 3 clusters Score -4631304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -4631304.000000 Penalty: 3720.958008
	Iteration 82Q: 3 clusters Score -4631304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -4631299.500000 Penalty: 3720.958008
	Iteration 83Q: 3 clusters Score -4631300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 89905 members 
Entering Unmasked Estep 
Score: -4631300.500000 Penalty: 3720.958008
	Iteration 84Q: 3 clusters Score -4631300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 89910 members 
Entering Unmasked Estep 
Score: -4631301.000000 Penalty: 3720.958008
	Iteration 85Q: 3 clusters Score -4631301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -4631294.000000 Penalty: 3720.958008
	Iteration 86Q: 3 clusters Score -4631294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -4631297.500000 Penalty: 3720.958008
	Iteration 87Q: 3 clusters Score -4631298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 89927 members 
Entering Unmasked Estep 
Score: -4631298.000000 Penalty: 3720.958008
	Iteration 88Q: 3 clusters Score -4631298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -4631296.000000 Penalty: 3720.958008
	Iteration 89Q: 3 clusters Score -4631296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -4631294.000000 Penalty: 3720.958008
	Iteration 90Q: 3 clusters Score -4631294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -4631295.000000 Penalty: 3720.958008
	Iteration 91Q: 3 clusters Score -4631295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 89944 members 
Entering Unmasked Estep 
Score: -4631294.500000 Penalty: 3720.958008
	Iteration 92Q: 3 clusters Score -4631294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -4631291.500000 Penalty: 3720.958008
	Iteration 93Q: 3 clusters Score -4631292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -4631293.500000 Penalty: 3720.958008
	Iteration 94Q: 3 clusters Score -4631294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 89947 members 
Entering Unmasked Estep 
Score: -4631296.000000 Penalty: 3720.958008
	Iteration 95Q: 3 clusters Score -4631296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 89950 members 
Entering Unmasked Estep 
Score: -4631291.000000 Penalty: 3720.958008
	Iteration 96Q: 3 clusters Score -4631291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -4631292.000000 Penalty: 3720.958008
	Iteration 97Q: 3 clusters Score -4631292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -4631295.000000 Penalty: 3720.958008
	Iteration 98Q: 3 clusters Score -4631295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 89954 members 
Entering Unmasked Estep 
Score: -4631293.000000 Penalty: 3720.958008
	Iteration 99Q: 3 clusters Score -4631293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 89956 members 
Entering Unmasked Estep 
Score: -4631289.500000 Penalty: 3720.958008
	Iteration 100F: 3 clusters Score -4631290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -4631291.500000 Penalty: 3720.958008
	Iteration 101Q: 3 clusters Score -4631292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 89959 members 
Entering Unmasked Estep 
Score: -4631293.500000 Penalty: 3720.958008
	Iteration 102Q: 3 clusters Score -4631294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -4631290.500000 Penalty: 3720.958008
	Iteration 103Q: 3 clusters Score -4631290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -4631290.500000 Penalty: 3720.958008
	Iteration 104F: 3 clusters Score -4631290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -69578.531250 Penalty: 1190.443726
	Iteration 0F: 2 clusters Score -69578.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -67761.359375 Penalty: 2380.887451
	Iteration 0F: 3 clusters Score -67761.36 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -68120.187500 Penalty: 2380.887451
	Iteration 1F: 3 clusters Score -68120.19 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -68216.492188 Penalty: 2380.887451
	Iteration 2F: 3 clusters Score -68216.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -68269.875000 Penalty: 2380.887451
	Iteration 3F: 3 clusters Score -68269.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -68305.382812 Penalty: 2380.887451
	Iteration 4Q: 3 clusters Score -68305.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -68332.742188 Penalty: 2380.887451
	Iteration 5Q: 3 clusters Score -68332.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -68350.570312 Penalty: 2380.887451
	Iteration 6Q: 3 clusters Score -68350.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -68362.015625 Penalty: 2380.887451
	Iteration 7Q: 3 clusters Score -68362.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -68366.937500 Penalty: 2380.887451
	Iteration 8Q: 3 clusters Score -68366.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -68369.312500 Penalty: 2380.887451
	Iteration 9Q: 3 clusters Score -68369.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68372.601562 Penalty: 2380.887451
	Iteration 10Q: 3 clusters Score -68372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -68374.007812 Penalty: 2380.887451
	Iteration 11Q: 3 clusters Score -68374.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -68376.304688 Penalty: 2380.887451
	Iteration 12Q: 3 clusters Score -68376.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -68377.242188 Penalty: 2380.887451
	Iteration 13Q: 3 clusters Score -68377.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -68377.742188 Penalty: 2380.887451
	Iteration 14Q: 3 clusters Score -68377.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -68377.742188 Penalty: 2380.887451
	Iteration 15F: 3 clusters Score -68377.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -15821.649414 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -15821.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14861.078125 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -14861.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -14961.060547 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -14961.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -15007.941406 Penalty: 1934.804077
	Iteration 2Q: 3 clusters Score -15007.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15047.427734 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -15047.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -15065.302734 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -15065.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15078.961914 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -15078.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15086.358398 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -15086.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15089.003906 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -15089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15089.003906 Penalty: 1934.804077
	Iteration 8F: 3 clusters Score -15089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Entering Unmasked Estep 
Score: -58662.562500 Penalty: 1178.573853
	Iteration 0F: 2 clusters Score -58662.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -56937.492188 Penalty: 2357.147705
	Iteration 0F: 3 clusters Score -56937.49 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -57300.085938 Penalty: 2357.147705
	Iteration 1F: 3 clusters Score -57300.09 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -57421.855469 Penalty: 2357.147705
	Iteration 2F: 3 clusters Score -57421.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -57465.671875 Penalty: 2357.147705
	Iteration 3Q: 3 clusters Score -57465.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -57502.523438 Penalty: 2357.147705
	Iteration 4Q: 3 clusters Score -57502.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -57525.492188 Penalty: 2357.147705
	Iteration 5Q: 3 clusters Score -57525.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -57548.128906 Penalty: 2357.147705
	Iteration 6Q: 3 clusters Score -57548.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -57569.523438 Penalty: 2357.147705
	Iteration 7Q: 3 clusters Score -57569.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -57586.125000 Penalty: 2357.147705
	Iteration 8Q: 3 clusters Score -57586.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -57609.886719 Penalty: 2357.147705
	Iteration 9Q: 3 clusters Score -57609.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -57624.785156 Penalty: 2357.147705
	Iteration 10Q: 3 clusters Score -57624.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -57641.019531 Penalty: 2357.147705
	Iteration 11Q: 3 clusters Score -57641.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -57649.222656 Penalty: 2357.147705
	Iteration 12Q: 3 clusters Score -57649.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -57655.921875 Penalty: 2357.147705
	Iteration 13Q: 3 clusters Score -57655.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -57658.363281 Penalty: 2357.147705
	Iteration 14Q: 3 clusters Score -57658.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -57662.187500 Penalty: 2357.147705
	Iteration 15Q: 3 clusters Score -57662.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -57669.738281 Penalty: 2357.147705
	Iteration 16Q: 3 clusters Score -57669.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -57685.667969 Penalty: 2357.147705
	Iteration 17Q: 3 clusters Score -57685.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -57710.414062 Penalty: 2357.147705
	Iteration 18Q: 3 clusters Score -57710.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -57741.101562 Penalty: 2357.147705
	Iteration 19Q: 3 clusters Score -57741.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -57771.289062 Penalty: 2357.147705
	Iteration 20F: 3 clusters Score -57771.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -57797.078125 Penalty: 2357.147705
	Iteration 21Q: 3 clusters Score -57797.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -57831.687500 Penalty: 2357.147705
	Iteration 22Q: 3 clusters Score -57831.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -57863.316406 Penalty: 2357.147705
	Iteration 23Q: 3 clusters Score -57863.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -57884.742188 Penalty: 2357.147705
	Iteration 24Q: 3 clusters Score -57884.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -57901.335938 Penalty: 2357.147705
	Iteration 25Q: 3 clusters Score -57901.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -57918.917969 Penalty: 2357.147705
	Iteration 26Q: 3 clusters Score -57918.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -57940.218750 Penalty: 2357.147705
	Iteration 27Q: 3 clusters Score -57940.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -57953.472656 Penalty: 2357.147705
	Iteration 28Q: 3 clusters Score -57953.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -57957.984375 Penalty: 2357.147705
	Iteration 29Q: 3 clusters Score -57957.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -57960.558594 Penalty: 2357.147705
	Iteration 30Q: 3 clusters Score -57960.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -57961.925781 Penalty: 2357.147705
	Iteration 31Q: 3 clusters Score -57961.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -57963.835938 Penalty: 2357.147705
	Iteration 32Q: 3 clusters Score -57963.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -57966.121094 Penalty: 2357.147705
	Iteration 33Q: 3 clusters Score -57966.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -57969.117188 Penalty: 2357.147705
	Iteration 34Q: 3 clusters Score -57969.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -57972.382812 Penalty: 2357.147705
	Iteration 35Q: 3 clusters Score -57972.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -57973.859375 Penalty: 2357.147705
	Iteration 36Q: 3 clusters Score -57973.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -57974.179688 Penalty: 2357.147705
	Iteration 37Q: 3 clusters Score -57974.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -57974.617188 Penalty: 2357.147705
	Iteration 38Q: 3 clusters Score -57974.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -57974.921875 Penalty: 2357.147705
	Iteration 39Q: 3 clusters Score -57974.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -57974.921875 Penalty: 2357.147705
	Iteration 40F: 3 clusters Score -57974.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -141188.734375 Penalty: 1283.129395
	Iteration 0F: 2 clusters Score -141188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -138648.812500 Penalty: 2566.258789
	Iteration 0F: 3 clusters Score -138648.8 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -139233.593750 Penalty: 2566.258789
	Iteration 1F: 3 clusters Score -139233.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -139351.984375 Penalty: 2566.258789
	Iteration 2F: 3 clusters Score -139352 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -139434.750000 Penalty: 2566.258789
	Iteration 3F: 3 clusters Score -139434.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -139494.828125 Penalty: 2566.258789
	Iteration 4Q: 3 clusters Score -139494.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -139546.218750 Penalty: 2566.258789
	Iteration 5Q: 3 clusters Score -139546.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -139584.234375 Penalty: 2566.258789
	Iteration 6Q: 3 clusters Score -139584.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -139628.515625 Penalty: 2566.258789
	Iteration 7Q: 3 clusters Score -139628.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -139670.312500 Penalty: 2566.258789
	Iteration 8Q: 3 clusters Score -139670.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -139694.328125 Penalty: 2566.258789
	Iteration 9Q: 3 clusters Score -139694.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -139715.953125 Penalty: 2566.258789
	Iteration 10Q: 3 clusters Score -139716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -139734.062500 Penalty: 2566.258789
	Iteration 11Q: 3 clusters Score -139734.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -139752.406250 Penalty: 2566.258789
	Iteration 12Q: 3 clusters Score -139752.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -139769.703125 Penalty: 2566.258789
	Iteration 13Q: 3 clusters Score -139769.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -139786.078125 Penalty: 2566.258789
	Iteration 14Q: 3 clusters Score -139786.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -139800.390625 Penalty: 2566.258789
	Iteration 15Q: 3 clusters Score -139800.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -139817.000000 Penalty: 2566.258789
	Iteration 16Q: 3 clusters Score -139817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -139835.062500 Penalty: 2566.258789
	Iteration 17Q: 3 clusters Score -139835.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139848.921875 Penalty: 2566.258789
	Iteration 18Q: 3 clusters Score -139848.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139859.921875 Penalty: 2566.258789
	Iteration 19Q: 3 clusters Score -139859.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -139871.046875 Penalty: 2566.258789
	Iteration 20F: 3 clusters Score -139871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -139880.000000 Penalty: 2566.258789
	Iteration 21Q: 3 clusters Score -139880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -139888.171875 Penalty: 2566.258789
	Iteration 22Q: 3 clusters Score -139888.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -139895.640625 Penalty: 2566.258789
	Iteration 23Q: 3 clusters Score -139895.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -139901.593750 Penalty: 2566.258789
	Iteration 24Q: 3 clusters Score -139901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139905.125000 Penalty: 2566.258789
	Iteration 25Q: 3 clusters Score -139905.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -139907.781250 Penalty: 2566.258789
	Iteration 26Q: 3 clusters Score -139907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -139909.078125 Penalty: 2566.258789
	Iteration 27Q: 3 clusters Score -139909.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -139909.843750 Penalty: 2566.258789
	Iteration 28Q: 3 clusters Score -139909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -139909.843750 Penalty: 2566.258789
	Iteration 29F: 3 clusters Score -139909.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Entering Unmasked Estep 
Score: -69517.312500 Penalty: 1177.997437
	Iteration 0F: 2 clusters Score -69517.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -67814.234375 Penalty: 2355.994873
	Iteration 0F: 3 clusters Score -67814.23 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -68139.367188 Penalty: 2355.994873
	Iteration 1F: 3 clusters Score -68139.37 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -68267.367188 Penalty: 2355.994873
	Iteration 2F: 3 clusters Score -68267.37 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -68390.257812 Penalty: 2355.994873
	Iteration 3F: 3 clusters Score -68390.26 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -68491.960938 Penalty: 2355.994873
	Iteration 4F: 3 clusters Score -68491.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -68585.265625 Penalty: 2355.994873
	Iteration 5Q: 3 clusters Score -68585.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -68665.390625 Penalty: 2355.994873
	Iteration 6Q: 3 clusters Score -68665.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -68746.570312 Penalty: 2355.994873
	Iteration 7Q: 3 clusters Score -68746.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -68828.898438 Penalty: 2355.994873
	Iteration 8Q: 3 clusters Score -68828.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -68918.179688 Penalty: 2355.994873
	Iteration 9Q: 3 clusters Score -68918.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -68977.203125 Penalty: 2355.994873
	Iteration 10Q: 3 clusters Score -68977.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -69004.984375 Penalty: 2355.994873
	Iteration 11Q: 3 clusters Score -69004.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -69025.281250 Penalty: 2355.994873
	Iteration 12Q: 3 clusters Score -69025.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -69042.398438 Penalty: 2355.994873
	Iteration 13Q: 3 clusters Score -69042.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -69054.195312 Penalty: 2355.994873
	Iteration 14Q: 3 clusters Score -69054.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -69066.835938 Penalty: 2355.994873
	Iteration 15Q: 3 clusters Score -69066.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -69076.179688 Penalty: 2355.994873
	Iteration 16Q: 3 clusters Score -69076.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -69085.867188 Penalty: 2355.994873
	Iteration 17Q: 3 clusters Score -69085.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -69091.718750 Penalty: 2355.994873
	Iteration 18Q: 3 clusters Score -69091.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -69093.500000 Penalty: 2355.994873
	Iteration 19Q: 3 clusters Score -69093.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -69093.500000 Penalty: 2355.994873
	Iteration 20F: 3 clusters Score -69093.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Entering Unmasked Estep 
Score: -1247639.250000 Penalty: 1639.680298
	Iteration 0F: 2 clusters Score -1247639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1231198.500000 Penalty: 3279.360596
	Iteration 0F: 3 clusters Score -1231198 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1237516.000000 Penalty: 3279.360596
	Iteration 1F: 3 clusters Score -1237516 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1238207.250000 Penalty: 3279.360596
	Iteration 2F: 3 clusters Score -1238207 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1239132.750000 Penalty: 3279.360596
	Iteration 3F: 3 clusters Score -1239133 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1240397.375000 Penalty: 3279.360596
	Iteration 4F: 3 clusters Score -1240397 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1241982.750000 Penalty: 3279.360596
	Iteration 5F: 3 clusters Score -1241983 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1243575.000000 Penalty: 3279.360596
	Iteration 6F: 3 clusters Score -1243575 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1244737.500000 Penalty: 3279.360596
	Iteration 7F: 3 clusters Score -1244738 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -1245318.625000 Penalty: 3279.360596
	Iteration 8Q: 3 clusters Score -1245319 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1245536.000000 Penalty: 3279.360596
	Iteration 9Q: 3 clusters Score -1245536 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -1245672.750000 Penalty: 3279.360596
	Iteration 10Q: 3 clusters Score -1245673 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1245780.750000 Penalty: 3279.360596
	Iteration 11Q: 3 clusters Score -1245781 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1245884.750000 Penalty: 3279.360596
	Iteration 12Q: 3 clusters Score -1245885 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1245976.875000 Penalty: 3279.360596
	Iteration 13Q: 3 clusters Score -1245977 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1246068.125000 Penalty: 3279.360596
	Iteration 14Q: 3 clusters Score -1246068 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1246122.250000 Penalty: 3279.360596
	Iteration 15Q: 3 clusters Score -1246122 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1246167.500000 Penalty: 3279.360596
	Iteration 16Q: 3 clusters Score -1246168 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -1246205.625000 Penalty: 3279.360596
	Iteration 17Q: 3 clusters Score -1246206 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -1246227.500000 Penalty: 3279.360596
	Iteration 18Q: 3 clusters Score -1246228 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1246250.500000 Penalty: 3279.360596
	Iteration 19Q: 3 clusters Score -1246250 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1246272.500000 Penalty: 3279.360596
	Iteration 20F: 3 clusters Score -1246272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -1246289.625000 Penalty: 3279.360596
	Iteration 21Q: 3 clusters Score -1246290 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1246315.125000 Penalty: 3279.360596
	Iteration 22Q: 3 clusters Score -1246315 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1246331.250000 Penalty: 3279.360596
	Iteration 23Q: 3 clusters Score -1246331 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -1246350.375000 Penalty: 3279.360596
	Iteration 24Q: 3 clusters Score -1246350 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1246372.000000 Penalty: 3279.360596
	Iteration 25Q: 3 clusters Score -1246372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1246387.625000 Penalty: 3279.360596
	Iteration 26Q: 3 clusters Score -1246388 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1246407.125000 Penalty: 3279.360596
	Iteration 27Q: 3 clusters Score -1246407 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -1246424.750000 Penalty: 3279.360596
	Iteration 28Q: 3 clusters Score -1246425 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1246439.750000 Penalty: 3279.360596
	Iteration 29Q: 3 clusters Score -1246440 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -1246451.875000 Penalty: 3279.360596
	Iteration 30Q: 3 clusters Score -1246452 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1246464.375000 Penalty: 3279.360596
	Iteration 31Q: 3 clusters Score -1246464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -1246468.750000 Penalty: 3279.360596
	Iteration 32Q: 3 clusters Score -1246469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1246476.375000 Penalty: 3279.360596
	Iteration 33Q: 3 clusters Score -1246476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -1246480.000000 Penalty: 3279.360596
	Iteration 34Q: 3 clusters Score -1246480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1246487.375000 Penalty: 3279.360596
	Iteration 35Q: 3 clusters Score -1246487 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -1246491.875000 Penalty: 3279.360596
	Iteration 36Q: 3 clusters Score -1246492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1246500.750000 Penalty: 3279.360596
	Iteration 37Q: 3 clusters Score -1246501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -1246509.875000 Penalty: 3279.360596
	Iteration 38Q: 3 clusters Score -1246510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -1246514.875000 Penalty: 3279.360596
	Iteration 39Q: 3 clusters Score -1246515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -1246519.000000 Penalty: 3279.360596
	Iteration 40F: 3 clusters Score -1246519 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -1246526.750000 Penalty: 3279.360596
	Iteration 41Q: 3 clusters Score -1246527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1246530.250000 Penalty: 3279.360596
	Iteration 42Q: 3 clusters Score -1246530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1246530.875000 Penalty: 3279.360596
	Iteration 43Q: 3 clusters Score -1246531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1246536.500000 Penalty: 3279.360596
	Iteration 44Q: 3 clusters Score -1246536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1246541.750000 Penalty: 3279.360596
	Iteration 45Q: 3 clusters Score -1246542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1246544.000000 Penalty: 3279.360596
	Iteration 46Q: 3 clusters Score -1246544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -1246552.375000 Penalty: 3279.360596
	Iteration 47Q: 3 clusters Score -1246552 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -1246559.125000 Penalty: 3279.360596
	Iteration 48Q: 3 clusters Score -1246559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1246559.250000 Penalty: 3279.360596
	Iteration 49Q: 3 clusters Score -1246559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1246559.500000 Penalty: 3279.360596
	Iteration 50Q: 3 clusters Score -1246560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1246569.625000 Penalty: 3279.360596
	Iteration 51Q: 3 clusters Score -1246570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -1246576.625000 Penalty: 3279.360596
	Iteration 52Q: 3 clusters Score -1246577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -1246583.375000 Penalty: 3279.360596
	Iteration 53Q: 3 clusters Score -1246583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1246586.875000 Penalty: 3279.360596
	Iteration 54Q: 3 clusters Score -1246587 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -1246586.875000 Penalty: 3279.360596
	Iteration 55Q: 3 clusters Score -1246587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -1246593.625000 Penalty: 3279.360596
	Iteration 56Q: 3 clusters Score -1246594 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -1246595.375000 Penalty: 3279.360596
	Iteration 57Q: 3 clusters Score -1246595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -1246604.625000 Penalty: 3279.360596
	Iteration 58Q: 3 clusters Score -1246605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -1246605.000000 Penalty: 3279.360596
	Iteration 59Q: 3 clusters Score -1246605 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -1246614.625000 Penalty: 3279.360596
	Iteration 60F: 3 clusters Score -1246615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -1246620.000000 Penalty: 3279.360596
	Iteration 61Q: 3 clusters Score -1246620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -1246624.375000 Penalty: 3279.360596
	Iteration 62Q: 3 clusters Score -1246624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -1246629.750000 Penalty: 3279.360596
	Iteration 63Q: 3 clusters Score -1246630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -1246630.000000 Penalty: 3279.360596
	Iteration 64Q: 3 clusters Score -1246630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -1246631.125000 Penalty: 3279.360596
	Iteration 65Q: 3 clusters Score -1246631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -1246636.125000 Penalty: 3279.360596
	Iteration 66Q: 3 clusters Score -1246636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -1246640.125000 Penalty: 3279.360596
	Iteration 67Q: 3 clusters Score -1246640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1246642.750000 Penalty: 3279.360596
	Iteration 68Q: 3 clusters Score -1246643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -1246647.000000 Penalty: 3279.360596
	Iteration 69Q: 3 clusters Score -1246647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -1246651.875000 Penalty: 3279.360596
	Iteration 70Q: 3 clusters Score -1246652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -1246651.375000 Penalty: 3279.360596
	Iteration 71Q: 3 clusters Score -1246651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -1246654.125000 Penalty: 3279.360596
	Iteration 72Q: 3 clusters Score -1246654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -1246656.250000 Penalty: 3279.360596
	Iteration 73Q: 3 clusters Score -1246656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -1246657.500000 Penalty: 3279.360596
	Iteration 74Q: 3 clusters Score -1246658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -1246657.500000 Penalty: 3279.360596
	Iteration 75Q: 3 clusters Score -1246658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -1246661.250000 Penalty: 3279.360596
	Iteration 76Q: 3 clusters Score -1246661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1246663.625000 Penalty: 3279.360596
	Iteration 77Q: 3 clusters Score -1246664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -1246660.875000 Penalty: 3279.360596
	Iteration 78Q: 3 clusters Score -1246661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1246663.750000 Penalty: 3279.360596
	Iteration 79Q: 3 clusters Score -1246664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -1246661.500000 Penalty: 3279.360596
	Iteration 80F: 3 clusters Score -1246662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -1246663.125000 Penalty: 3279.360596
	Iteration 81Q: 3 clusters Score -1246663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -1246663.000000 Penalty: 3279.360596
	Iteration 82Q: 3 clusters Score -1246663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1246665.250000 Penalty: 3279.360596
	Iteration 83Q: 3 clusters Score -1246665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -1246662.875000 Penalty: 3279.360596
	Iteration 84Q: 3 clusters Score -1246663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -1246661.500000 Penalty: 3279.360596
	Iteration 85Q: 3 clusters Score -1246662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -1246661.000000 Penalty: 3279.360596
	Iteration 86Q: 3 clusters Score -1246661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -1246660.375000 Penalty: 3279.360596
	Iteration 87Q: 3 clusters Score -1246660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -1246662.875000 Penalty: 3279.360596
	Iteration 88Q: 3 clusters Score -1246663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -1246662.000000 Penalty: 3279.360596
	Iteration 89Q: 3 clusters Score -1246662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -1246661.875000 Penalty: 3279.360596
	Iteration 90Q: 3 clusters Score -1246662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -1246661.625000 Penalty: 3279.360596
	Iteration 91Q: 3 clusters Score -1246662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -1246662.750000 Penalty: 3279.360596
	Iteration 92Q: 3 clusters Score -1246663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -1246663.125000 Penalty: 3279.360596
	Iteration 93Q: 3 clusters Score -1246663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -1246663.500000 Penalty: 3279.360596
	Iteration 94Q: 3 clusters Score -1246664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -1246663.500000 Penalty: 3279.360596
	Iteration 95Q: 3 clusters Score -1246664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -1246662.875000 Penalty: 3279.360596
	Iteration 96Q: 3 clusters Score -1246663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -1246663.375000 Penalty: 3279.360596
	Iteration 97Q: 3 clusters Score -1246663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -1246663.375000 Penalty: 3279.360596
	Iteration 98F: 3 clusters Score -1246663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Entering Unmasked Estep 
Score: -116163.414062 Penalty: 1269.642944
	Iteration 0F: 2 clusters Score -116163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -113725.070312 Penalty: 2539.285889
	Iteration 0F: 3 clusters Score -113725.1 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -114290.953125 Penalty: 2539.285889
	Iteration 1F: 3 clusters Score -114291 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -114399.562500 Penalty: 2539.285889
	Iteration 2F: 3 clusters Score -114399.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -114464.929688 Penalty: 2539.285889
	Iteration 3Q: 3 clusters Score -114464.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -114511.125000 Penalty: 2539.285889
	Iteration 4Q: 3 clusters Score -114511.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -114535.507812 Penalty: 2539.285889
	Iteration 5Q: 3 clusters Score -114535.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -114549.125000 Penalty: 2539.285889
	Iteration 6Q: 3 clusters Score -114549.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -114558.375000 Penalty: 2539.285889
	Iteration 7Q: 3 clusters Score -114558.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -114567.687500 Penalty: 2539.285889
	Iteration 8Q: 3 clusters Score -114567.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -114578.226562 Penalty: 2539.285889
	Iteration 9Q: 3 clusters Score -114578.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -114586.968750 Penalty: 2539.285889
	Iteration 10Q: 3 clusters Score -114587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -114594.359375 Penalty: 2539.285889
	Iteration 11Q: 3 clusters Score -114594.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -114601.289062 Penalty: 2539.285889
	Iteration 12Q: 3 clusters Score -114601.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -114607.453125 Penalty: 2539.285889
	Iteration 13Q: 3 clusters Score -114607.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -114612.960938 Penalty: 2539.285889
	Iteration 14Q: 3 clusters Score -114613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -114617.906250 Penalty: 2539.285889
	Iteration 15Q: 3 clusters Score -114617.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -114624.789062 Penalty: 2539.285889
	Iteration 16Q: 3 clusters Score -114624.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -114628.718750 Penalty: 2539.285889
	Iteration 17Q: 3 clusters Score -114628.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -114631.531250 Penalty: 2539.285889
	Iteration 18Q: 3 clusters Score -114631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -114633.523438 Penalty: 2539.285889
	Iteration 19Q: 3 clusters Score -114633.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -114636.789062 Penalty: 2539.285889
	Iteration 20F: 3 clusters Score -114636.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -114640.953125 Penalty: 2539.285889
	Iteration 21Q: 3 clusters Score -114641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -114645.953125 Penalty: 2539.285889
	Iteration 22Q: 3 clusters Score -114646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -114651.046875 Penalty: 2539.285889
	Iteration 23Q: 3 clusters Score -114651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -114657.750000 Penalty: 2539.285889
	Iteration 24Q: 3 clusters Score -114657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -114660.984375 Penalty: 2539.285889
	Iteration 25Q: 3 clusters Score -114661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -114664.851562 Penalty: 2539.285889
	Iteration 26Q: 3 clusters Score -114664.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -114668.187500 Penalty: 2539.285889
	Iteration 27Q: 3 clusters Score -114668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -114672.015625 Penalty: 2539.285889
	Iteration 28Q: 3 clusters Score -114672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -114673.828125 Penalty: 2539.285889
	Iteration 29Q: 3 clusters Score -114673.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -114677.078125 Penalty: 2539.285889
	Iteration 30Q: 3 clusters Score -114677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -114679.406250 Penalty: 2539.285889
	Iteration 31Q: 3 clusters Score -114679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -114682.289062 Penalty: 2539.285889
	Iteration 32Q: 3 clusters Score -114682.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -114688.742188 Penalty: 2539.285889
	Iteration 33Q: 3 clusters Score -114688.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -114699.281250 Penalty: 2539.285889
	Iteration 34Q: 3 clusters Score -114699.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -114708.867188 Penalty: 2539.285889
	Iteration 35Q: 3 clusters Score -114708.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -114720.796875 Penalty: 2539.285889
	Iteration 36Q: 3 clusters Score -114720.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -114732.679688 Penalty: 2539.285889
	Iteration 37Q: 3 clusters Score -114732.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -114743.210938 Penalty: 2539.285889
	Iteration 38Q: 3 clusters Score -114743.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -114751.960938 Penalty: 2539.285889
	Iteration 39Q: 3 clusters Score -114752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -114767.093750 Penalty: 2539.285889
	Iteration 40F: 3 clusters Score -114767.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -114780.726562 Penalty: 2539.285889
	Iteration 41Q: 3 clusters Score -114780.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -114796.218750 Penalty: 2539.285889
	Iteration 42Q: 3 clusters Score -114796.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -114812.585938 Penalty: 2539.285889
	Iteration 43Q: 3 clusters Score -114812.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -114824.617188 Penalty: 2539.285889
	Iteration 44Q: 3 clusters Score -114824.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -114833.164062 Penalty: 2539.285889
	Iteration 45Q: 3 clusters Score -114833.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -114846.187500 Penalty: 2539.285889
	Iteration 46Q: 3 clusters Score -114846.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -114859.132812 Penalty: 2539.285889
	Iteration 47Q: 3 clusters Score -114859.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -114871.171875 Penalty: 2539.285889
	Iteration 48Q: 3 clusters Score -114871.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -114879.718750 Penalty: 2539.285889
	Iteration 49Q: 3 clusters Score -114879.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -114886.554688 Penalty: 2539.285889
	Iteration 50Q: 3 clusters Score -114886.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -114893.031250 Penalty: 2539.285889
	Iteration 51Q: 3 clusters Score -114893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -114898.953125 Penalty: 2539.285889
	Iteration 52Q: 3 clusters Score -114899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -114904.343750 Penalty: 2539.285889
	Iteration 53Q: 3 clusters Score -114904.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -114906.585938 Penalty: 2539.285889
	Iteration 54Q: 3 clusters Score -114906.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -114909.101562 Penalty: 2539.285889
	Iteration 55Q: 3 clusters Score -114909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -114909.984375 Penalty: 2539.285889
	Iteration 56Q: 3 clusters Score -114910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -114910.773438 Penalty: 2539.285889
	Iteration 57Q: 3 clusters Score -114910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -114911.929688 Penalty: 2539.285889
	Iteration 58Q: 3 clusters Score -114911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -114912.312500 Penalty: 2539.285889
	Iteration 59Q: 3 clusters Score -114912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -114912.625000 Penalty: 2539.285889
	Iteration 60F: 3 clusters Score -114912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -114913.140625 Penalty: 2539.285889
	Iteration 61Q: 3 clusters Score -114913.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -114915.453125 Penalty: 2539.285889
	Iteration 62Q: 3 clusters Score -114915.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -114920.546875 Penalty: 2539.285889
	Iteration 63Q: 3 clusters Score -114920.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -114926.679688 Penalty: 2539.285889
	Iteration 64Q: 3 clusters Score -114926.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -114928.195312 Penalty: 2539.285889
	Iteration 65Q: 3 clusters Score -114928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -114929.054688 Penalty: 2539.285889
	Iteration 66Q: 3 clusters Score -114929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -114930.617188 Penalty: 2539.285889
	Iteration 67Q: 3 clusters Score -114930.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -114933.054688 Penalty: 2539.285889
	Iteration 68Q: 3 clusters Score -114933.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -114936.054688 Penalty: 2539.285889
	Iteration 69Q: 3 clusters Score -114936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -114937.757812 Penalty: 2539.285889
	Iteration 70Q: 3 clusters Score -114937.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -114940.906250 Penalty: 2539.285889
	Iteration 71Q: 3 clusters Score -114940.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -114944.507812 Penalty: 2539.285889
	Iteration 72Q: 3 clusters Score -114944.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -114949.765625 Penalty: 2539.285889
	Iteration 73Q: 3 clusters Score -114949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -114954.023438 Penalty: 2539.285889
	Iteration 74Q: 3 clusters Score -114954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -114963.601562 Penalty: 2539.285889
	Iteration 75Q: 3 clusters Score -114963.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -114970.492188 Penalty: 2539.285889
	Iteration 76Q: 3 clusters Score -114970.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -114975.882812 Penalty: 2539.285889
	Iteration 77Q: 3 clusters Score -114975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -114981.203125 Penalty: 2539.285889
	Iteration 78Q: 3 clusters Score -114981.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -114985.781250 Penalty: 2539.285889
	Iteration 79Q: 3 clusters Score -114985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -114988.945312 Penalty: 2539.285889
	Iteration 80F: 3 clusters Score -114988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -114989.789062 Penalty: 2539.285889
	Iteration 81Q: 3 clusters Score -114989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -114990.265625 Penalty: 2539.285889
	Iteration 82Q: 3 clusters Score -114990.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -114990.265625 Penalty: 2539.285889
	Iteration 83F: 3 clusters Score -114990.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -152074.984375 Penalty: 1321.230225
	Iteration 0F: 2 clusters Score -152075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -149094.125000 Penalty: 2642.460449
	Iteration 0F: 3 clusters Score -149094.1 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -149922.546875 Penalty: 2642.460449
	Iteration 1F: 3 clusters Score -149922.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -150140.515625 Penalty: 2642.460449
	Iteration 2F: 3 clusters Score -150140.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -150292.015625 Penalty: 2642.460449
	Iteration 3F: 3 clusters Score -150292 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -150444.156250 Penalty: 2642.460449
	Iteration 4Q: 3 clusters Score -150444.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -150623.375000 Penalty: 2642.460449
	Iteration 5F: 3 clusters Score -150623.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -150912.781250 Penalty: 2642.460449
	Iteration 6F: 3 clusters Score -150912.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -151397.390625 Penalty: 2642.460449
	Iteration 7F: 3 clusters Score -151397.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -151760.218750 Penalty: 2642.460449
	Iteration 8F: 3 clusters Score -151760.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -151972.578125 Penalty: 2642.460449
	Iteration 9Q: 3 clusters Score -151972.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -152122.687500 Penalty: 2642.460449
	Iteration 10Q: 3 clusters Score -152122.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -152254.640625 Penalty: 2642.460449
	Iteration 11Q: 3 clusters Score -152254.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -152306.781250 Penalty: 2642.460449
	Iteration 12Q: 3 clusters Score -152306.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -152331.437500 Penalty: 2642.460449
	Iteration 13Q: 3 clusters Score -152331.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -152349.031250 Penalty: 2642.460449
	Iteration 14Q: 3 clusters Score -152349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -152363.171875 Penalty: 2642.460449
	Iteration 15Q: 3 clusters Score -152363.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -152377.562500 Penalty: 2642.460449
	Iteration 16Q: 3 clusters Score -152377.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -152387.640625 Penalty: 2642.460449
	Iteration 17Q: 3 clusters Score -152387.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -152394.671875 Penalty: 2642.460449
	Iteration 18Q: 3 clusters Score -152394.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -152401.500000 Penalty: 2642.460449
	Iteration 19Q: 3 clusters Score -152401.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -152407.234375 Penalty: 2642.460449
	Iteration 20F: 3 clusters Score -152407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -152411.296875 Penalty: 2642.460449
	Iteration 21Q: 3 clusters Score -152411.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -152413.687500 Penalty: 2642.460449
	Iteration 22Q: 3 clusters Score -152413.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -152417.031250 Penalty: 2642.460449
	Iteration 23Q: 3 clusters Score -152417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -152418.078125 Penalty: 2642.460449
	Iteration 24Q: 3 clusters Score -152418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -152419.078125 Penalty: 2642.460449
	Iteration 25Q: 3 clusters Score -152419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -152420.109375 Penalty: 2642.460449
	Iteration 26Q: 3 clusters Score -152420.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -152420.500000 Penalty: 2642.460449
	Iteration 27Q: 3 clusters Score -152420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -152420.500000 Penalty: 2642.460449
	Iteration 28F: 3 clusters Score -152420.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 17182 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 9863 members 
Mstep: Class 7 contains 12589 members 
Mstep: Class 8 contains 326964 members 
Mstep: Class 9 contains 93817 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 385 members 
Mstep: Class 12 contains 1412 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 24109 members 
Mstep: Class 16 contains 2473 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 12604 members 
Mstep: Class 19 contains 4959 members 
Mstep: Class 20 contains 30342 members 
Mstep: Class 21 contains 1991 members 
Entering Unmasked Estep 
Score: -28196528.000000 Penalty: 45319.121094
Splitting cluster 17 changes total score from -28197106.000000 to -28196528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (12604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Entering Unmasked Estep 
Score: -586500.125000 Penalty: 1534.287598
	Iteration 0F: 2 clusters Score -586500.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -577686.500000 Penalty: 3068.575195
	Iteration 0F: 3 clusters Score -577686.5 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -580650.750000 Penalty: 3068.575195
	Iteration 1F: 3 clusters Score -580650.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -580948.687500 Penalty: 3068.575195
	Iteration 2F: 3 clusters Score -580948.7 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -581208.500000 Penalty: 3068.575195
	Iteration 3F: 3 clusters Score -581208.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -581467.750000 Penalty: 3068.575195
	Iteration 4Q: 3 clusters Score -581467.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -581733.937500 Penalty: 3068.575195
	Iteration 5Q: 3 clusters Score -581733.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -582028.125000 Penalty: 3068.575195
	Iteration 6Q: 3 clusters Score -582028.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -582347.812500 Penalty: 3068.575195
	Iteration 7Q: 3 clusters Score -582347.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -582687.500000 Penalty: 3068.575195
	Iteration 8Q: 3 clusters Score -582687.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -582989.750000 Penalty: 3068.575195
	Iteration 9Q: 3 clusters Score -582989.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -583311.000000 Penalty: 3068.575195
	Iteration 10Q: 3 clusters Score -583311 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -583632.437500 Penalty: 3068.575195
	Iteration 11Q: 3 clusters Score -583632.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -583944.125000 Penalty: 3068.575195
	Iteration 12Q: 3 clusters Score -583944.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -584196.625000 Penalty: 3068.575195
	Iteration 13Q: 3 clusters Score -584196.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -584387.500000 Penalty: 3068.575195
	Iteration 14Q: 3 clusters Score -584387.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -584555.250000 Penalty: 3068.575195
	Iteration 15Q: 3 clusters Score -584555.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -584673.937500 Penalty: 3068.575195
	Iteration 16Q: 3 clusters Score -584673.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -584754.937500 Penalty: 3068.575195
	Iteration 17Q: 3 clusters Score -584754.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -584821.687500 Penalty: 3068.575195
	Iteration 18Q: 3 clusters Score -584821.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -584876.687500 Penalty: 3068.575195
	Iteration 19Q: 3 clusters Score -584876.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -584926.062500 Penalty: 3068.575195
	Iteration 20F: 3 clusters Score -584926.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -584976.937500 Penalty: 3068.575195
	Iteration 21Q: 3 clusters Score -584976.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -585018.625000 Penalty: 3068.575195
	Iteration 22Q: 3 clusters Score -585018.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -585053.937500 Penalty: 3068.575195
	Iteration 23Q: 3 clusters Score -585053.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -585089.062500 Penalty: 3068.575195
	Iteration 24Q: 3 clusters Score -585089.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -585123.750000 Penalty: 3068.575195
	Iteration 25Q: 3 clusters Score -585123.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -585153.875000 Penalty: 3068.575195
	Iteration 26Q: 3 clusters Score -585153.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -585179.812500 Penalty: 3068.575195
	Iteration 27Q: 3 clusters Score -585179.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -585202.500000 Penalty: 3068.575195
	Iteration 28Q: 3 clusters Score -585202.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -585227.687500 Penalty: 3068.575195
	Iteration 29Q: 3 clusters Score -585227.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -585246.125000 Penalty: 3068.575195
	Iteration 30Q: 3 clusters Score -585246.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -585260.562500 Penalty: 3068.575195
	Iteration 31Q: 3 clusters Score -585260.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -585275.312500 Penalty: 3068.575195
	Iteration 32Q: 3 clusters Score -585275.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -585287.937500 Penalty: 3068.575195
	Iteration 33Q: 3 clusters Score -585287.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -585292.750000 Penalty: 3068.575195
	Iteration 34Q: 3 clusters Score -585292.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -585302.062500 Penalty: 3068.575195
	Iteration 35Q: 3 clusters Score -585302.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -585304.437500 Penalty: 3068.575195
	Iteration 36Q: 3 clusters Score -585304.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -585312.187500 Penalty: 3068.575195
	Iteration 37Q: 3 clusters Score -585312.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -585323.750000 Penalty: 3068.575195
	Iteration 38Q: 3 clusters Score -585323.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -585329.187500 Penalty: 3068.575195
	Iteration 39Q: 3 clusters Score -585329.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -585336.750000 Penalty: 3068.575195
	Iteration 40F: 3 clusters Score -585336.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -585344.312500 Penalty: 3068.575195
	Iteration 41Q: 3 clusters Score -585344.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -585353.687500 Penalty: 3068.575195
	Iteration 42Q: 3 clusters Score -585353.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -585365.750000 Penalty: 3068.575195
	Iteration 43Q: 3 clusters Score -585365.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -585378.187500 Penalty: 3068.575195
	Iteration 44Q: 3 clusters Score -585378.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -585386.000000 Penalty: 3068.575195
	Iteration 45Q: 3 clusters Score -585386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -585387.000000 Penalty: 3068.575195
	Iteration 46Q: 3 clusters Score -585387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -585387.937500 Penalty: 3068.575195
	Iteration 47Q: 3 clusters Score -585387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -585389.250000 Penalty: 3068.575195
	Iteration 48Q: 3 clusters Score -585389.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -585393.875000 Penalty: 3068.575195
	Iteration 49Q: 3 clusters Score -585393.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -585401.187500 Penalty: 3068.575195
	Iteration 50Q: 3 clusters Score -585401.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -585409.062500 Penalty: 3068.575195
	Iteration 51Q: 3 clusters Score -585409.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -585417.562500 Penalty: 3068.575195
	Iteration 52Q: 3 clusters Score -585417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -585421.000000 Penalty: 3068.575195
	Iteration 53Q: 3 clusters Score -585421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -585421.062500 Penalty: 3068.575195
	Iteration 54Q: 3 clusters Score -585421.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -585424.062500 Penalty: 3068.575195
	Iteration 55Q: 3 clusters Score -585424.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -585430.625000 Penalty: 3068.575195
	Iteration 56Q: 3 clusters Score -585430.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -585440.000000 Penalty: 3068.575195
	Iteration 57Q: 3 clusters Score -585440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -585443.937500 Penalty: 3068.575195
	Iteration 58Q: 3 clusters Score -585443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -585448.687500 Penalty: 3068.575195
	Iteration 59Q: 3 clusters Score -585448.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -585451.937500 Penalty: 3068.575195
	Iteration 60F: 3 clusters Score -585451.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -585455.562500 Penalty: 3068.575195
	Iteration 61Q: 3 clusters Score -585455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -585456.875000 Penalty: 3068.575195
	Iteration 62Q: 3 clusters Score -585456.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -585458.250000 Penalty: 3068.575195
	Iteration 63Q: 3 clusters Score -585458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -585458.312500 Penalty: 3068.575195
	Iteration 64Q: 3 clusters Score -585458.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -585459.812500 Penalty: 3068.575195
	Iteration 65Q: 3 clusters Score -585459.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -585459.812500 Penalty: 3068.575195
	Iteration 66F: 3 clusters Score -585459.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -199568.687500 Penalty: 1382.705933
	Iteration 0F: 2 clusters Score -199568.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -195605.359375 Penalty: 2765.411865
	Iteration 0F: 3 clusters Score -195605.4 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -196761.953125 Penalty: 2765.411865
	Iteration 1F: 3 clusters Score -196762 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -197024.890625 Penalty: 2765.411865
	Iteration 2F: 3 clusters Score -197024.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -197227.109375 Penalty: 2765.411865
	Iteration 3F: 3 clusters Score -197227.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -197365.437500 Penalty: 2765.411865
	Iteration 4F: 3 clusters Score -197365.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -197490.546875 Penalty: 2765.411865
	Iteration 5Q: 3 clusters Score -197490.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -197576.984375 Penalty: 2765.411865
	Iteration 6Q: 3 clusters Score -197577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -197634.343750 Penalty: 2765.411865
	Iteration 7Q: 3 clusters Score -197634.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -197679.968750 Penalty: 2765.411865
	Iteration 8Q: 3 clusters Score -197680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -197712.515625 Penalty: 2765.411865
	Iteration 9Q: 3 clusters Score -197712.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -197748.531250 Penalty: 2765.411865
	Iteration 10Q: 3 clusters Score -197748.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -197780.687500 Penalty: 2765.411865
	Iteration 11Q: 3 clusters Score -197780.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -197816.156250 Penalty: 2765.411865
	Iteration 12Q: 3 clusters Score -197816.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -197845.515625 Penalty: 2765.411865
	Iteration 13Q: 3 clusters Score -197845.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -197893.109375 Penalty: 2765.411865
	Iteration 14Q: 3 clusters Score -197893.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -197948.140625 Penalty: 2765.411865
	Iteration 15Q: 3 clusters Score -197948.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -198023.750000 Penalty: 2765.411865
	Iteration 16Q: 3 clusters Score -198023.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -198089.843750 Penalty: 2765.411865
	Iteration 17Q: 3 clusters Score -198089.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -198157.328125 Penalty: 2765.411865
	Iteration 18Q: 3 clusters Score -198157.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -198221.578125 Penalty: 2765.411865
	Iteration 19Q: 3 clusters Score -198221.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -198263.671875 Penalty: 2765.411865
	Iteration 20F: 3 clusters Score -198263.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -198301.203125 Penalty: 2765.411865
	Iteration 21Q: 3 clusters Score -198301.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -198325.765625 Penalty: 2765.411865
	Iteration 22Q: 3 clusters Score -198325.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -198341.062500 Penalty: 2765.411865
	Iteration 23Q: 3 clusters Score -198341.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -198354.687500 Penalty: 2765.411865
	Iteration 24Q: 3 clusters Score -198354.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -198365.046875 Penalty: 2765.411865
	Iteration 25Q: 3 clusters Score -198365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -198373.984375 Penalty: 2765.411865
	Iteration 26Q: 3 clusters Score -198374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -198378.062500 Penalty: 2765.411865
	Iteration 27Q: 3 clusters Score -198378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -198380.656250 Penalty: 2765.411865
	Iteration 28Q: 3 clusters Score -198380.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -198383.218750 Penalty: 2765.411865
	Iteration 29Q: 3 clusters Score -198383.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -198387.062500 Penalty: 2765.411865
	Iteration 30Q: 3 clusters Score -198387.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -198393.015625 Penalty: 2765.411865
	Iteration 31Q: 3 clusters Score -198393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -198398.421875 Penalty: 2765.411865
	Iteration 32Q: 3 clusters Score -198398.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -198401.593750 Penalty: 2765.411865
	Iteration 33Q: 3 clusters Score -198401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -198403.687500 Penalty: 2765.411865
	Iteration 34Q: 3 clusters Score -198403.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -198406.125000 Penalty: 2765.411865
	Iteration 35Q: 3 clusters Score -198406.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -198409.937500 Penalty: 2765.411865
	Iteration 36Q: 3 clusters Score -198409.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -198412.125000 Penalty: 2765.411865
	Iteration 37Q: 3 clusters Score -198412.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -198414.156250 Penalty: 2765.411865
	Iteration 38Q: 3 clusters Score -198414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -198415.546875 Penalty: 2765.411865
	Iteration 39Q: 3 clusters Score -198415.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -198417.843750 Penalty: 2765.411865
	Iteration 40F: 3 clusters Score -198417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -198419.734375 Penalty: 2765.411865
	Iteration 41Q: 3 clusters Score -198419.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -198421.875000 Penalty: 2765.411865
	Iteration 42Q: 3 clusters Score -198421.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -198426.750000 Penalty: 2765.411865
	Iteration 43Q: 3 clusters Score -198426.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -198430.281250 Penalty: 2765.411865
	Iteration 44Q: 3 clusters Score -198430.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -198433.578125 Penalty: 2765.411865
	Iteration 45Q: 3 clusters Score -198433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -198441.953125 Penalty: 2765.411865
	Iteration 46Q: 3 clusters Score -198442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -198448.421875 Penalty: 2765.411865
	Iteration 47Q: 3 clusters Score -198448.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -198454.125000 Penalty: 2765.411865
	Iteration 48Q: 3 clusters Score -198454.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -198458.843750 Penalty: 2765.411865
	Iteration 49Q: 3 clusters Score -198458.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -198461.328125 Penalty: 2765.411865
	Iteration 50Q: 3 clusters Score -198461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -198462.562500 Penalty: 2765.411865
	Iteration 51Q: 3 clusters Score -198462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -198463.265625 Penalty: 2765.411865
	Iteration 52Q: 3 clusters Score -198463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -198464.625000 Penalty: 2765.411865
	Iteration 53Q: 3 clusters Score -198464.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -198465.734375 Penalty: 2765.411865
	Iteration 54Q: 3 clusters Score -198465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -198467.250000 Penalty: 2765.411865
	Iteration 55Q: 3 clusters Score -198467.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -198468.843750 Penalty: 2765.411865
	Iteration 56Q: 3 clusters Score -198468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -198469.312500 Penalty: 2765.411865
	Iteration 57Q: 3 clusters Score -198469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -198470.359375 Penalty: 2765.411865
	Iteration 58Q: 3 clusters Score -198470.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -198471.625000 Penalty: 2765.411865
	Iteration 59Q: 3 clusters Score -198471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -198472.515625 Penalty: 2765.411865
	Iteration 60F: 3 clusters Score -198472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -198474.453125 Penalty: 2765.411865
	Iteration 61Q: 3 clusters Score -198474.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -198476.234375 Penalty: 2765.411865
	Iteration 62Q: 3 clusters Score -198476.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -198477.937500 Penalty: 2765.411865
	Iteration 63Q: 3 clusters Score -198477.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -198479.062500 Penalty: 2765.411865
	Iteration 64Q: 3 clusters Score -198479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -198479.609375 Penalty: 2765.411865
	Iteration 65Q: 3 clusters Score -198479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -198480.265625 Penalty: 2765.411865
	Iteration 66Q: 3 clusters Score -198480.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -198480.671875 Penalty: 2765.411865
	Iteration 67Q: 3 clusters Score -198480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -198480.718750 Penalty: 2765.411865
	Iteration 68Q: 3 clusters Score -198480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -198481.000000 Penalty: 2765.411865
	Iteration 69Q: 3 clusters Score -198481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -198481.312500 Penalty: 2765.411865
	Iteration 70Q: 3 clusters Score -198481.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -198481.953125 Penalty: 2765.411865
	Iteration 71Q: 3 clusters Score -198482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -198481.656250 Penalty: 2765.411865
	Iteration 72Q: 3 clusters Score -198481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -198482.171875 Penalty: 2765.411865
	Iteration 73Q: 3 clusters Score -198482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -198482.171875 Penalty: 2765.411865
	Iteration 74F: 3 clusters Score -198482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Entering Unmasked Estep 
Score: -1546212.500000 Penalty: 1677.046753
	Iteration 0F: 2 clusters Score -1546212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1525942.375000 Penalty: 3354.093506
	Iteration 0F: 3 clusters Score -1525942 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1533537.750000 Penalty: 3354.093506
	Iteration 1F: 3 clusters Score -1533538 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1533868.750000 Penalty: 3354.093506
	Iteration 2Q: 3 clusters Score -1533869 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1534145.625000 Penalty: 3354.093506
	Iteration 3Q: 3 clusters Score -1534146 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1534445.125000 Penalty: 3354.093506
	Iteration 4Q: 3 clusters Score -1534445 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1534795.500000 Penalty: 3354.093506
	Iteration 5Q: 3 clusters Score -1534796 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1535293.750000 Penalty: 3354.093506
	Iteration 6Q: 3 clusters Score -1535294 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1536084.500000 Penalty: 3354.093506
	Iteration 7Q: 3 clusters Score -1536084 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1537249.375000 Penalty: 3354.093506
	Iteration 8F: 3 clusters Score -1537249 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1538748.875000 Penalty: 3354.093506
	Iteration 9F: 3 clusters Score -1538749 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1540202.750000 Penalty: 3354.093506
	Iteration 10F: 3 clusters Score -1540203 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1541177.125000 Penalty: 3354.093506
	Iteration 11Q: 3 clusters Score -1541177 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1541723.375000 Penalty: 3354.093506
	Iteration 12Q: 3 clusters Score -1541723 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1542040.625000 Penalty: 3354.093506
	Iteration 13Q: 3 clusters Score -1542041 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1542261.625000 Penalty: 3354.093506
	Iteration 14Q: 3 clusters Score -1542262 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1542468.625000 Penalty: 3354.093506
	Iteration 15Q: 3 clusters Score -1542469 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1542645.750000 Penalty: 3354.093506
	Iteration 16Q: 3 clusters Score -1542646 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1542788.625000 Penalty: 3354.093506
	Iteration 17Q: 3 clusters Score -1542789 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1542913.750000 Penalty: 3354.093506
	Iteration 18Q: 3 clusters Score -1542914 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1543027.500000 Penalty: 3354.093506
	Iteration 19Q: 3 clusters Score -1543028 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1543132.875000 Penalty: 3354.093506
	Iteration 20F: 3 clusters Score -1543133 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1543232.250000 Penalty: 3354.093506
	Iteration 21Q: 3 clusters Score -1543232 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1543320.875000 Penalty: 3354.093506
	Iteration 22Q: 3 clusters Score -1543321 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1543396.250000 Penalty: 3354.093506
	Iteration 23Q: 3 clusters Score -1543396 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1543455.250000 Penalty: 3354.093506
	Iteration 24Q: 3 clusters Score -1543455 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1543504.000000 Penalty: 3354.093506
	Iteration 25Q: 3 clusters Score -1543504 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1543549.625000 Penalty: 3354.093506
	Iteration 26Q: 3 clusters Score -1543550 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1543589.375000 Penalty: 3354.093506
	Iteration 27Q: 3 clusters Score -1543589 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1543630.500000 Penalty: 3354.093506
	Iteration 28Q: 3 clusters Score -1543630 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1543673.750000 Penalty: 3354.093506
	Iteration 29Q: 3 clusters Score -1543674 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1543720.875000 Penalty: 3354.093506
	Iteration 30Q: 3 clusters Score -1543721 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1543747.875000 Penalty: 3354.093506
	Iteration 31Q: 3 clusters Score -1543748 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1543788.625000 Penalty: 3354.093506
	Iteration 32Q: 3 clusters Score -1543789 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1543834.875000 Penalty: 3354.093506
	Iteration 33Q: 3 clusters Score -1543835 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1543874.125000 Penalty: 3354.093506
	Iteration 34Q: 3 clusters Score -1543874 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1543922.500000 Penalty: 3354.093506
	Iteration 35Q: 3 clusters Score -1543922 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1543965.875000 Penalty: 3354.093506
	Iteration 36Q: 3 clusters Score -1543966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1544014.500000 Penalty: 3354.093506
	Iteration 37Q: 3 clusters Score -1544014 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1544060.750000 Penalty: 3354.093506
	Iteration 38Q: 3 clusters Score -1544061 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1544107.375000 Penalty: 3354.093506
	Iteration 39Q: 3 clusters Score -1544107 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1544141.500000 Penalty: 3354.093506
	Iteration 40F: 3 clusters Score -1544142 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1544180.000000 Penalty: 3354.093506
	Iteration 41Q: 3 clusters Score -1544180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1544210.000000 Penalty: 3354.093506
	Iteration 42Q: 3 clusters Score -1544210 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1544241.750000 Penalty: 3354.093506
	Iteration 43Q: 3 clusters Score -1544242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1544267 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1544297.875000 Penalty: 3354.093506
	Iteration 45Q: 3 clusters Score -1544298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1544315.125000 Penalty: 3354.093506
	Iteration 46Q: 3 clusters Score -1544315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1544326.000000 Penalty: 3354.093506
	Iteration 47Q: 3 clusters Score -1544326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1544336.875000 Penalty: 3354.093506
	Iteration 48Q: 3 clusters Score -1544337 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1544351.500000 Penalty: 3354.093506
	Iteration 49Q: 3 clusters Score -1544352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1544369.250000 Penalty: 3354.093506
	Iteration 50Q: 3 clusters Score -1544369 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1544384.000000 Penalty: 3354.093506
	Iteration 51Q: 3 clusters Score -1544384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1544397.375000 Penalty: 3354.093506
	Iteration 52Q: 3 clusters Score -1544397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1544404.125000 Penalty: 3354.093506
	Iteration 53Q: 3 clusters Score -1544404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1544409.500000 Penalty: 3354.093506
	Iteration 54Q: 3 clusters Score -1544410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1544416.750000 Penalty: 3354.093506
	Iteration 55Q: 3 clusters Score -1544417 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1544428.625000 Penalty: 3354.093506
	Iteration 56Q: 3 clusters Score -1544429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1544429.500000 Penalty: 3354.093506
	Iteration 57Q: 3 clusters Score -1544430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1544436.750000 Penalty: 3354.093506
	Iteration 58Q: 3 clusters Score -1544437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1544439.250000 Penalty: 3354.093506
	Iteration 59Q: 3 clusters Score -1544439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1544446.000000 Penalty: 3354.093506
	Iteration 60F: 3 clusters Score -1544446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1544453.250000 Penalty: 3354.093506
	Iteration 61Q: 3 clusters Score -1544453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1544455.125000 Penalty: 3354.093506
	Iteration 62Q: 3 clusters Score -1544455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1544463.000000 Penalty: 3354.093506
	Iteration 63Q: 3 clusters Score -1544463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1544466.875000 Penalty: 3354.093506
	Iteration 64Q: 3 clusters Score -1544467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1544473.125000 Penalty: 3354.093506
	Iteration 65Q: 3 clusters Score -1544473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1544483.625000 Penalty: 3354.093506
	Iteration 66Q: 3 clusters Score -1544484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1544489.250000 Penalty: 3354.093506
	Iteration 67Q: 3 clusters Score -1544489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1544496.000000 Penalty: 3354.093506
	Iteration 68Q: 3 clusters Score -1544496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1544503.875000 Penalty: 3354.093506
	Iteration 69Q: 3 clusters Score -1544504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1544505.000000 Penalty: 3354.093506
	Iteration 70Q: 3 clusters Score -1544505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1544501.500000 Penalty: 3354.093506
	Iteration 71Q: 3 clusters Score -1544502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1544505.500000 Penalty: 3354.093506
	Iteration 72Q: 3 clusters Score -1544506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1544510.500000 Penalty: 3354.093506
	Iteration 73Q: 3 clusters Score -1544510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1544515.250000 Penalty: 3354.093506
	Iteration 74Q: 3 clusters Score -1544515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1544514.875000 Penalty: 3354.093506
	Iteration 75Q: 3 clusters Score -1544515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1544514.875000 Penalty: 3354.093506
	Iteration 76Q: 3 clusters Score -1544515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1544520.250000 Penalty: 3354.093506
	Iteration 77Q: 3 clusters Score -1544520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1544523.250000 Penalty: 3354.093506
	Iteration 78Q: 3 clusters Score -1544523 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1544529.750000 Penalty: 3354.093506
	Iteration 79Q: 3 clusters Score -1544530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1544531.250000 Penalty: 3354.093506
	Iteration 80F: 3 clusters Score -1544531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1544543.500000 Penalty: 3354.093506
	Iteration 81Q: 3 clusters Score -1544544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1544550.625000 Penalty: 3354.093506
	Iteration 82Q: 3 clusters Score -1544551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1544558.250000 Penalty: 3354.093506
	Iteration 83Q: 3 clusters Score -1544558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1544564.125000 Penalty: 3354.093506
	Iteration 84Q: 3 clusters Score -1544564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1544568.375000 Penalty: 3354.093506
	Iteration 85Q: 3 clusters Score -1544568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1544574.750000 Penalty: 3354.093506
	Iteration 86Q: 3 clusters Score -1544575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1544586.500000 Penalty: 3354.093506
	Iteration 87Q: 3 clusters Score -1544586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1544595.000000 Penalty: 3354.093506
	Iteration 88Q: 3 clusters Score -1544595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1544605.750000 Penalty: 3354.093506
	Iteration 89Q: 3 clusters Score -1544606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1544612.125000 Penalty: 3354.093506
	Iteration 90Q: 3 clusters Score -1544612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1544613.000000 Penalty: 3354.093506
	Iteration 91Q: 3 clusters Score -1544613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1544622.750000 Penalty: 3354.093506
	Iteration 92Q: 3 clusters Score -1544623 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1544630.125000 Penalty: 3354.093506
	Iteration 93Q: 3 clusters Score -1544630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1544630.875000 Penalty: 3354.093506
	Iteration 94Q: 3 clusters Score -1544631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1544632.750000 Penalty: 3354.093506
	Iteration 95Q: 3 clusters Score -1544633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1544642.250000 Penalty: 3354.093506
	Iteration 96Q: 3 clusters Score -1544642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1544648.375000 Penalty: 3354.093506
	Iteration 97Q: 3 clusters Score -1544648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1544655.000000 Penalty: 3354.093506
	Iteration 98Q: 3 clusters Score -1544655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1544658.250000 Penalty: 3354.093506
	Iteration 99Q: 3 clusters Score -1544658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1544657.125000 Penalty: 3354.093506
	Iteration 100F: 3 clusters Score -1544657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1544661.250000 Penalty: 3354.093506
	Iteration 101Q: 3 clusters Score -1544661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1544658.125000 Penalty: 3354.093506
	Iteration 102Q: 3 clusters Score -1544658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1544660.750000 Penalty: 3354.093506
	Iteration 103Q: 3 clusters Score -1544661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1544659.375000 Penalty: 3354.093506
	Iteration 104Q: 3 clusters Score -1544659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1544661.125000 Penalty: 3354.093506
	Iteration 105Q: 3 clusters Score -1544661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1544662.750000 Penalty: 3354.093506
	Iteration 106Q: 3 clusters Score -1544663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1544666.375000 Penalty: 3354.093506
	Iteration 107Q: 3 clusters Score -1544666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1544670.875000 Penalty: 3354.093506
	Iteration 108Q: 3 clusters Score -1544671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1544670.375000 Penalty: 3354.093506
	Iteration 109Q: 3 clusters Score -1544670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1544673.500000 Penalty: 3354.093506
	Iteration 110Q: 3 clusters Score -1544674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1544676.125000 Penalty: 3354.093506
	Iteration 111Q: 3 clusters Score -1544676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1544676.500000 Penalty: 3354.093506
	Iteration 112Q: 3 clusters Score -1544676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1544679.500000 Penalty: 3354.093506
	Iteration 113Q: 3 clusters Score -1544680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1544681.000000 Penalty: 3354.093506
	Iteration 114Q: 3 clusters Score -1544681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1544683.125000 Penalty: 3354.093506
	Iteration 115Q: 3 clusters Score -1544683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1544684.625000 Penalty: 3354.093506
	Iteration 116Q: 3 clusters Score -1544685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1544683.500000 Penalty: 3354.093506
	Iteration 117Q: 3 clusters Score -1544684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1544684.750000 Penalty: 3354.093506
	Iteration 118Q: 3 clusters Score -1544685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1544683.375000 Penalty: 3354.093506
	Iteration 119Q: 3 clusters Score -1544683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1544683.000000 Penalty: 3354.093506
	Iteration 120F: 3 clusters Score -1544683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1544683.375000 Penalty: 3354.093506
	Iteration 121Q: 3 clusters Score -1544683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1544683.750000 Penalty: 3354.093506
	Iteration 122Q: 3 clusters Score -1544684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1544681.875000 Penalty: 3354.093506
	Iteration 123Q: 3 clusters Score -1544682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1544683.750000 Penalty: 3354.093506
	Iteration 124Q: 3 clusters Score -1544684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1544685.250000 Penalty: 3354.093506
	Iteration 125Q: 3 clusters Score -1544685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1544687.500000 Penalty: 3354.093506
	Iteration 126Q: 3 clusters Score -1544688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1544687.875000 Penalty: 3354.093506
	Iteration 127Q: 3 clusters Score -1544688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1544690.000000 Penalty: 3354.093506
	Iteration 128Q: 3 clusters Score -1544690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1544690.250000 Penalty: 3354.093506
	Iteration 129Q: 3 clusters Score -1544690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1544693.750000 Penalty: 3354.093506
	Iteration 130Q: 3 clusters Score -1544694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1544690.500000 Penalty: 3354.093506
	Iteration 131Q: 3 clusters Score -1544690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1544692.875000 Penalty: 3354.093506
	Iteration 132Q: 3 clusters Score -1544693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1544691.125000 Penalty: 3354.093506
	Iteration 133Q: 3 clusters Score -1544691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1544691.375000 Penalty: 3354.093506
	Iteration 134Q: 3 clusters Score -1544691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1544692.125000 Penalty: 3354.093506
	Iteration 135Q: 3 clusters Score -1544692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1544692.750000 Penalty: 3354.093506
	Iteration 136Q: 3 clusters Score -1544693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1544691.500000 Penalty: 3354.093506
	Iteration 137Q: 3 clusters Score -1544692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1544700.000000 Penalty: 3354.093506
	Iteration 138Q: 3 clusters Score -1544700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1544701.375000 Penalty: 3354.093506
	Iteration 139Q: 3 clusters Score -1544701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1544700.625000 Penalty: 3354.093506
	Iteration 140F: 3 clusters Score -1544701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1544704.250000 Penalty: 3354.093506
	Iteration 141Q: 3 clusters Score -1544704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1544704.375000 Penalty: 3354.093506
	Iteration 142Q: 3 clusters Score -1544704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1544707.625000 Penalty: 3354.093506
	Iteration 143Q: 3 clusters Score -1544708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1544709.625000 Penalty: 3354.093506
	Iteration 144Q: 3 clusters Score -1544710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1544710.125000 Penalty: 3354.093506
	Iteration 145Q: 3 clusters Score -1544710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1544709.500000 Penalty: 3354.093506
	Iteration 146Q: 3 clusters Score -1544710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1544709.000000 Penalty: 3354.093506
	Iteration 147Q: 3 clusters Score -1544709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1544709.000000 Penalty: 3354.093506
	Iteration 148F: 3 clusters Score -1544709 nChanged 0
--- Evaluating fit on full set of 1756689 points ---
Entering Unmasked Estep 
Score: -84480760.000000 Penalty: 46731.558594
22->21 Clusters: Score -84480760.000000, best is -84643344.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 585563 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 26431 members 
Mstep: Class 3 contains 26453 members 
Mstep: Class 4 contains 26546 members 
Mstep: Class 5 contains 26918 members 
Mstep: Class 6 contains 26748 members 
Mstep: Class 7 contains 26895 members 
Mstep: Class 8 contains 26456 members 
Mstep: Class 9 contains 26600 members 
Mstep: Class 10 contains 26791 members 
Mstep: Class 11 contains 26842 members 
Mstep: Class 12 contains 26710 members 
Mstep: Class 13 contains 26290 members 
Mstep: Class 14 contains 26334 members 
Mstep: Class 15 contains 26897 members 
Mstep: Class 16 contains 26569 members 
Mstep: Class 17 contains 26752 members 
Mstep: Class 18 contains 26767 members 
Mstep: Class 19 contains 26517 members 
Mstep: Class 20 contains 26499 members 
Mstep: Class 21 contains 26404 members 
Mstep: Class 22 contains 26409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 774.278809 but Gain 2158.054688
Score: -26015990.000000 Penalty: 45319.121094
Iteration 0F: 22 clusters Score -2.601599e+07 nChanged 553545
Entering Unmasked Mstep 
Mstep: Class 0 contains 683 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 19803 members 
Mstep: Class 3 contains 27823 members 
Mstep: Class 4 contains 34688 members 
Mstep: Class 5 contains 39301 members 
Mstep: Class 6 contains 35159 members 
Mstep: Class 7 contains 45742 members 
Mstep: Class 8 contains 17439 members 
Mstep: Class 9 contains 20911 members 
Mstep: Class 10 contains 28580 members 
Mstep: Class 11 contains 40852 members 
Mstep: Class 12 contains 39913 members 
Mstep: Class 13 contains 21717 members 
Mstep: Class 14 contains 16641 members 
Mstep: Class 15 contains 30249 members 
Mstep: Class 17 contains 26771 members 
Mstep: Class 18 contains 26608 members 
Mstep: Class 19 contains 26066 members 
Mstep: Class 20 contains 23564 members 
Mstep: Class 21 contains 17436 members 
Mstep: Class 22 contains 17696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27335012.000000 Penalty: 45319.121094
Iteration 1F: 22 clusters Score -2.733501e+07 nChanged 162776
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 15653 members 
Mstep: Class 3 contains 28250 members 
Mstep: Class 4 contains 35807 members 
Mstep: Class 5 contains 47001 members 
Mstep: Class 6 contains 33011 members 
Mstep: Class 7 contains 57844 members 
Mstep: Class 8 contains 12562 members 
Mstep: Class 9 contains 20564 members 
Mstep: Class 10 contains 23058 members 
Mstep: Class 11 contains 55547 members 
Mstep: Class 12 contains 47459 members 
Mstep: Class 13 contains 18352 members 
Mstep: Class 14 contains 12076 members 
Mstep: Class 15 contains 27140 members 
Mstep: Class 17 contains 23446 members 
Mstep: Class 18 contains 24082 members 
Mstep: Class 19 contains 29087 members 
Mstep: Class 20 contains 20010 members 
Mstep: Class 21 contains 15587 members 
Mstep: Class 22 contains 13222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27543810.000000 Penalty: 45319.121094
Iteration 2F: 22 clusters Score -2.754381e+07 nChanged 129402
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 15092 members 
Mstep: Class 3 contains 26988 members 
Mstep: Class 4 contains 35426 members 
Mstep: Class 5 contains 51907 members 
Mstep: Class 6 contains 30090 members 
Mstep: Class 7 contains 69625 members 
Mstep: Class 8 contains 9086 members 
Mstep: Class 9 contains 18711 members 
Mstep: Class 10 contains 17282 members 
Mstep: Class 11 contains 67805 members 
Mstep: Class 12 contains 52325 members 
Mstep: Class 13 contains 15235 members 
Mstep: Class 14 contains 8506 members 
Mstep: Class 15 contains 23592 members 
Mstep: Class 17 contains 20929 members 
Mstep: Class 18 contains 21258 members 
Mstep: Class 19 contains 31624 members 
Mstep: Class 20 contains 17957 members 
Mstep: Class 21 contains 14924 members 
Mstep: Class 22 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27663298.000000 Penalty: 45319.121094
Iteration 3F: 22 clusters Score -2.76633e+07 nChanged 101541
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 15178 members 
Mstep: Class 3 contains 25125 members 
Mstep: Class 4 contains 33183 members 
Mstep: Class 5 contains 54577 members 
Mstep: Class 6 contains 29069 members 
Mstep: Class 7 contains 81905 members 
Mstep: Class 8 contains 6844 members 
Mstep: Class 9 contains 15242 members 
Mstep: Class 10 contains 12092 members 
Mstep: Class 11 contains 79393 members 
Mstep: Class 12 contains 54232 members 
Mstep: Class 13 contains 13067 members 
Mstep: Class 14 contains 5689 members 
Mstep: Class 15 contains 20306 members 
Mstep: Class 17 contains 18418 members 
Mstep: Class 18 contains 18387 members 
Mstep: Class 19 contains 32855 members 
Mstep: Class 20 contains 17754 members 
Mstep: Class 21 contains 14032 members 
Mstep: Class 22 contains 7416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27743812.000000 Penalty: 45319.121094
Iteration 4F: 22 clusters Score -2.774381e+07 nChanged 85244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 14611 members 
Mstep: Class 3 contains 23526 members 
Mstep: Class 4 contains 29920 members 
Mstep: Class 5 contains 56350 members 
Mstep: Class 6 contains 28896 members 
Mstep: Class 7 contains 95114 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 11359 members 
Mstep: Class 10 contains 8917 members 
Mstep: Class 11 contains 91193 members 
Mstep: Class 12 contains 53133 members 
Mstep: Class 13 contains 11233 members 
Mstep: Class 14 contains 3783 members 
Mstep: Class 15 contains 17266 members 
Mstep: Class 17 contains 15866 members 
Mstep: Class 18 contains 15964 members 
Mstep: Class 19 contains 33252 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 13012 members 
Mstep: Class 22 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27808636.000000 Penalty: 45319.121094
Iteration 5F: 22 clusters Score -2.780864e+07 nChanged 76508
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 13573 members 
Mstep: Class 3 contains 22771 members 
Mstep: Class 4 contains 25981 members 
Mstep: Class 5 contains 57571 members 
Mstep: Class 6 contains 28931 members 
Mstep: Class 7 contains 109408 members 
Mstep: Class 8 contains 3447 members 
Mstep: Class 9 contains 7753 members 
Mstep: Class 10 contains 7541 members 
Mstep: Class 11 contains 103230 members 
Mstep: Class 12 contains 48709 members 
Mstep: Class 13 contains 9505 members 
Mstep: Class 14 contains 2516 members 
Mstep: Class 15 contains 14295 members 
Mstep: Class 17 contains 13577 members 
Mstep: Class 18 contains 13990 members 
Mstep: Class 19 contains 33280 members 
Mstep: Class 20 contains 19597 members 
Mstep: Class 21 contains 12015 members 
Mstep: Class 22 contains 4151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27867232.000000 Penalty: 45319.121094
Iteration 6F: 22 clusters Score -2.786723e+07 nChanged 70759
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 12458 members 
Mstep: Class 3 contains 23274 members 
Mstep: Class 4 contains 21732 members 
Mstep: Class 5 contains 58531 members 
Mstep: Class 6 contains 28561 members 
Mstep: Class 7 contains 123704 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 7366 members 
Mstep: Class 11 contains 115402 members 
Mstep: Class 12 contains 41293 members 
Mstep: Class 13 contains 7730 members 
Mstep: Class 14 contains 1784 members 
Mstep: Class 15 contains 11133 members 
Mstep: Class 17 contains 11479 members 
Mstep: Class 18 contains 12373 members 
Mstep: Class 19 contains 33205 members 
Mstep: Class 20 contains 21106 members 
Mstep: Class 21 contains 11019 members 
Mstep: Class 22 contains 3114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27922166.000000 Penalty: 45319.121094
Iteration 7F: 22 clusters Score -2.792217e+07 nChanged 64621
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 11554 members 
Mstep: Class 3 contains 24731 members 
Mstep: Class 4 contains 17573 members 
Mstep: Class 5 contains 59821 members 
Mstep: Class 6 contains 27754 members 
Mstep: Class 7 contains 136083 members 
Mstep: Class 8 contains 1301 members 
Mstep: Class 9 contains 3119 members 
Mstep: Class 10 contains 7249 members 
Mstep: Class 11 contains 127598 members 
Mstep: Class 12 contains 32339 members 
Mstep: Class 13 contains 6037 members 
Mstep: Class 14 contains 1352 members 
Mstep: Class 15 contains 8020 members 
Mstep: Class 17 contains 9547 members 
Mstep: Class 18 contains 11060 members 
Mstep: Class 19 contains 32964 members 
Mstep: Class 20 contains 22899 members 
Mstep: Class 21 contains 10196 members 
Mstep: Class 22 contains 2462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27969856.000000 Penalty: 45319.121094
Iteration 8F: 22 clusters Score -2.796986e+07 nChanged 56319
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 10840 members 
Mstep: Class 3 contains 26415 members 
Mstep: Class 4 contains 13891 members 
Mstep: Class 5 contains 61231 members 
Mstep: Class 6 contains 26648 members 
Mstep: Class 7 contains 144762 members 
Mstep: Class 8 contains 973 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 139608 members 
Mstep: Class 12 contains 23727 members 
Mstep: Class 13 contains 4595 members 
Mstep: Class 14 contains 1106 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 17 contains 7911 members 
Mstep: Class 18 contains 9863 members 
Mstep: Class 19 contains 32898 members 
Mstep: Class 20 contains 24698 members 
Mstep: Class 21 contains 9568 members 
Mstep: Class 22 contains 2099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1504.066284 but Gain 2158.050781
Score: -28010466.000000 Penalty: 43161.070312
Iteration 9F: 21 clusters Score -2.801047e+07 nChanged 48405
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 10306 members 
Mstep: Class 3 contains 28072 members 
Mstep: Class 4 contains 10833 members 
Mstep: Class 5 contains 62856 members 
Mstep: Class 6 contains 25455 members 
Mstep: Class 7 contains 149869 members 
Mstep: Class 8 contains 920 members 
Mstep: Class 10 contains 6637 members 
Mstep: Class 11 contains 151631 members 
Mstep: Class 12 contains 16286 members 
Mstep: Class 13 contains 3505 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 17 contains 6489 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 33130 members 
Mstep: Class 20 contains 26210 members 
Mstep: Class 21 contains 9208 members 
Mstep: Class 22 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28042830.000000 Penalty: 43161.070312
Iteration 10F: 21 clusters Score -2.804283e+07 nChanged 39001
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 9915 members 
Mstep: Class 3 contains 29460 members 
Mstep: Class 4 contains 8207 members 
Mstep: Class 5 contains 63817 members 
Mstep: Class 6 contains 24369 members 
Mstep: Class 7 contains 151917 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 10 contains 6197 members 
Mstep: Class 11 contains 162475 members 
Mstep: Class 12 contains 10583 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 994 members 
Mstep: Class 15 contains 2368 members 
Mstep: Class 17 contains 5285 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 33495 members 
Mstep: Class 20 contains 27250 members 
Mstep: Class 21 contains 9033 members 
Mstep: Class 22 contains 1785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28066174.000000 Penalty: 43161.070312
Iteration 11F: 21 clusters Score -2.806617e+07 nChanged 32551
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 9490 members 
Mstep: Class 3 contains 30613 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 64168 members 
Mstep: Class 6 contains 23695 members 
Mstep: Class 7 contains 152136 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 10 contains 5843 members 
Mstep: Class 11 contains 172290 members 
Mstep: Class 12 contains 6549 members 
Mstep: Class 13 contains 2224 members 
Mstep: Class 14 contains 976 members 
Mstep: Class 15 contains 1718 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 7263 members 
Mstep: Class 19 contains 34098 members 
Mstep: Class 20 contains 27879 members 
Mstep: Class 21 contains 9000 members 
Mstep: Class 22 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1934.836304 but Gain 2158.054688
Score: -28083270.000000 Penalty: 41003.015625
Iteration 12F: 20 clusters Score -2.808327e+07 nChanged 28723
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 9114 members 
Mstep: Class 3 contains 31706 members 
Mstep: Class 4 contains 4645 members 
Mstep: Class 5 contains 64496 members 
Mstep: Class 6 contains 22979 members 
Mstep: Class 7 contains 151604 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 10 contains 5640 members 
Mstep: Class 11 contains 181137 members 
Mstep: Class 12 contains 3975 members 
Mstep: Class 13 contains 1874 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 6569 members 
Mstep: Class 19 contains 35037 members 
Mstep: Class 20 contains 28294 members 
Mstep: Class 21 contains 9127 members 
Mstep: Class 22 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28098704.000000 Penalty: 41003.015625
Iteration 13Q: 20 clusters Score -2.80987e+07 nChanged 23590
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 8803 members 
Mstep: Class 3 contains 32360 members 
Mstep: Class 4 contains 3589 members 
Mstep: Class 5 contains 63544 members 
Mstep: Class 6 contains 22170 members 
Mstep: Class 7 contains 150255 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 10 contains 5491 members 
Mstep: Class 11 contains 189062 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 1638 members 
Mstep: Class 14 contains 1011 members 
Mstep: Class 17 contains 2928 members 
Mstep: Class 18 contains 5919 members 
Mstep: Class 19 contains 36202 members 
Mstep: Class 20 contains 28594 members 
Mstep: Class 21 contains 9298 members 
Mstep: Class 22 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1654.727295 but Gain 2158.054688
Score: -28109952.000000 Penalty: 38844.960938
Iteration 14Q: 19 clusters Score -2.810995e+07 nChanged 21999
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 8575 members 
Mstep: Class 3 contains 32876 members 
Mstep: Class 4 contains 2877 members 
Mstep: Class 5 contains 62312 members 
Mstep: Class 6 contains 21456 members 
Mstep: Class 7 contains 148757 members 
Mstep: Class 8 contains 655 members 
Mstep: Class 10 contains 5475 members 
Mstep: Class 11 contains 196688 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 17 contains 2481 members 
Mstep: Class 18 contains 5402 members 
Mstep: Class 19 contains 37559 members 
Mstep: Class 20 contains 28801 members 
Mstep: Class 21 contains 9830 members 
Mstep: Class 22 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28121052.000000 Penalty: 38844.960938
Iteration 15Q: 19 clusters Score -2.812105e+07 nChanged 18268
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 8368 members 
Mstep: Class 3 contains 33053 members 
Mstep: Class 4 contains 2382 members 
Mstep: Class 5 contains 60472 members 
Mstep: Class 6 contains 20728 members 
Mstep: Class 7 contains 147060 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 10 contains 5419 members 
Mstep: Class 11 contains 203012 members 
Mstep: Class 13 contains 1375 members 
Mstep: Class 14 contains 1065 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 4738 members 
Mstep: Class 19 contains 39005 members 
Mstep: Class 20 contains 28912 members 
Mstep: Class 21 contains 10144 members 
Mstep: Class 22 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2136.955811 but Gain 2158.054688
Score: -28128352.000000 Penalty: 36686.906250
Iteration 16Q: 18 clusters Score -2.812835e+07 nChanged 17749
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 8197 members 
Mstep: Class 3 contains 33468 members 
Mstep: Class 4 contains 1995 members 
Mstep: Class 5 contains 58576 members 
Mstep: Class 6 contains 20256 members 
Mstep: Class 7 contains 145575 members 
Mstep: Class 8 contains 623 members 
Mstep: Class 10 contains 5400 members 
Mstep: Class 11 contains 209031 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 4110 members 
Mstep: Class 19 contains 40572 members 
Mstep: Class 20 contains 29246 members 
Mstep: Class 21 contains 10433 members 
Mstep: Class 22 contains 1392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2016.703369 but Gain 2158.050781
Score: -28136718.000000 Penalty: 34528.855469
Iteration 17Q: 17 clusters Score -2.813672e+07 nChanged 16494
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 8056 members 
Mstep: Class 3 contains 33954 members 
Mstep: Class 5 contains 57211 members 
Mstep: Class 6 contains 19765 members 
Mstep: Class 7 contains 144040 members 
Mstep: Class 8 contains 617 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 214459 members 
Mstep: Class 14 contains 1112 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 3606 members 
Mstep: Class 19 contains 42258 members 
Mstep: Class 20 contains 29347 members 
Mstep: Class 21 contains 10653 members 
Mstep: Class 22 contains 1342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2045.183960 but Gain 2158.054688
Score: -28144144.000000 Penalty: 32370.800781
Iteration 18Q: 16 clusters Score -2.814414e+07 nChanged 14356
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 7920 members 
Mstep: Class 3 contains 34045 members 
Mstep: Class 5 contains 55737 members 
Mstep: Class 6 contains 19356 members 
Mstep: Class 7 contains 142918 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 10 contains 5454 members 
Mstep: Class 11 contains 218923 members 
Mstep: Class 14 contains 1128 members 
Mstep: Class 18 contains 3133 members 
Mstep: Class 19 contains 43666 members 
Mstep: Class 20 contains 29683 members 
Mstep: Class 21 contains 10845 members 
Mstep: Class 22 contains 1313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2152.877686 but Gain 2158.052734
Score: -28149990.000000 Penalty: 30212.748047
Iteration 19Q: 15 clusters Score -2.814999e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 7800 members 
Mstep: Class 3 contains 34218 members 
Mstep: Class 5 contains 54003 members 
Mstep: Class 6 contains 18945 members 
Mstep: Class 7 contains 141472 members 
Mstep: Class 8 contains 606 members 
Mstep: Class 10 contains 5541 members 
Mstep: Class 11 contains 223447 members 
Mstep: Class 14 contains 1141 members 
Mstep: Class 18 contains 2762 members 
Mstep: Class 19 contains 44867 members 
Mstep: Class 20 contains 29815 members 
Mstep: Class 21 contains 11000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28154486.000000 Penalty: 30212.748047
Iteration 20F: 15 clusters Score -2.815449e+07 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 7678 members 
Mstep: Class 3 contains 34308 members 
Mstep: Class 5 contains 52214 members 
Mstep: Class 6 contains 18593 members 
Mstep: Class 7 contains 139962 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 10 contains 5583 members 
Mstep: Class 11 contains 226841 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 45828 members 
Mstep: Class 20 contains 29966 members 
Mstep: Class 21 contains 11091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28156776.000000 Penalty: 30212.748047
Iteration 21Q: 15 clusters Score -2.815678e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 3 contains 34426 members 
Mstep: Class 5 contains 50574 members 
Mstep: Class 6 contains 18292 members 
Mstep: Class 7 contains 138695 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 10 contains 5635 members 
Mstep: Class 11 contains 229667 members 
Mstep: Class 14 contains 1146 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 46696 members 
Mstep: Class 20 contains 30158 members 
Mstep: Class 21 contains 11128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28158198.000000 Penalty: 30212.748047
Iteration 22Q: 15 clusters Score -2.81582e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 7481 members 
Mstep: Class 3 contains 34624 members 
Mstep: Class 5 contains 49029 members 
Mstep: Class 6 contains 17970 members 
Mstep: Class 7 contains 137545 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 232154 members 
Mstep: Class 14 contains 1147 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 47433 members 
Mstep: Class 20 contains 30367 members 
Mstep: Class 21 contains 11138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28159100.000000 Penalty: 30212.748047
Iteration 23Q: 15 clusters Score -2.81591e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 34838 members 
Mstep: Class 5 contains 47600 members 
Mstep: Class 6 contains 17700 members 
Mstep: Class 7 contains 136520 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 10 contains 5755 members 
Mstep: Class 11 contains 234285 members 
Mstep: Class 14 contains 1146 members 
Mstep: Class 18 contains 1816 members 
Mstep: Class 19 contains 48164 members 
Mstep: Class 20 contains 30599 members 
Mstep: Class 21 contains 11110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28160044.000000 Penalty: 30212.748047
Iteration 24Q: 15 clusters Score -2.816004e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7363 members 
Mstep: Class 3 contains 35080 members 
Mstep: Class 5 contains 46234 members 
Mstep: Class 6 contains 17499 members 
Mstep: Class 7 contains 135591 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 10 contains 5818 members 
Mstep: Class 11 contains 236043 members 
Mstep: Class 14 contains 1143 members 
Mstep: Class 18 contains 1694 members 
Mstep: Class 19 contains 48881 members 
Mstep: Class 20 contains 30853 members 
Mstep: Class 21 contains 11059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28160816.000000 Penalty: 30212.748047
Iteration 25Q: 15 clusters Score -2.816082e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7316 members 
Mstep: Class 3 contains 35383 members 
Mstep: Class 5 contains 44870 members 
Mstep: Class 6 contains 17334 members 
Mstep: Class 7 contains 134749 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 10 contains 5870 members 
Mstep: Class 11 contains 237556 members 
Mstep: Class 14 contains 1143 members 
Mstep: Class 18 contains 1599 members 
Mstep: Class 19 contains 49560 members 
Mstep: Class 20 contains 31087 members 
Mstep: Class 21 contains 11027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28161430.000000 Penalty: 30212.748047
Iteration 26Q: 15 clusters Score -2.816143e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 35682 members 
Mstep: Class 5 contains 43575 members 
Mstep: Class 6 contains 17192 members 
Mstep: Class 7 contains 133974 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 238895 members 
Mstep: Class 14 contains 1141 members 
Mstep: Class 18 contains 1514 members 
Mstep: Class 19 contains 50231 members 
Mstep: Class 20 contains 31331 members 
Mstep: Class 21 contains 10982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28161980.000000 Penalty: 30212.748047
Iteration 27Q: 15 clusters Score -2.816198e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7232 members 
Mstep: Class 3 contains 36002 members 
Mstep: Class 5 contains 42320 members 
Mstep: Class 6 contains 17063 members 
Mstep: Class 7 contains 133213 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 10 contains 5965 members 
Mstep: Class 11 contains 240069 members 
Mstep: Class 14 contains 1137 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 19 contains 50894 members 
Mstep: Class 20 contains 31560 members 
Mstep: Class 21 contains 10959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28162286.000000 Penalty: 30212.748047
Iteration 28Q: 15 clusters Score -2.816229e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7202 members 
Mstep: Class 3 contains 36319 members 
Mstep: Class 5 contains 41123 members 
Mstep: Class 6 contains 16966 members 
Mstep: Class 7 contains 132473 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 241112 members 
Mstep: Class 14 contains 1130 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 51554 members 
Mstep: Class 20 contains 31789 members 
Mstep: Class 21 contains 10922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28162584.000000 Penalty: 30212.748047
Iteration 29Q: 15 clusters Score -2.816258e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7181 members 
Mstep: Class 3 contains 36639 members 
Mstep: Class 5 contains 39951 members 
Mstep: Class 6 contains 16860 members 
Mstep: Class 7 contains 131749 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 10 contains 6042 members 
Mstep: Class 11 contains 242033 members 
Mstep: Class 14 contains 1127 members 
Mstep: Class 18 contains 1384 members 
Mstep: Class 19 contains 52237 members 
Mstep: Class 20 contains 32029 members 
Mstep: Class 21 contains 10910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2140.592285 but Gain 2158.052734
Score: -28162908.000000 Penalty: 28054.695312
Iteration 30Q: 14 clusters Score -2.816291e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 7177 members 
Mstep: Class 3 contains 36941 members 
Mstep: Class 5 contains 38864 members 
Mstep: Class 6 contains 16780 members 
Mstep: Class 7 contains 131079 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 10 contains 6496 members 
Mstep: Class 11 contains 243540 members 
Mstep: Class 14 contains 1122 members 
Mstep: Class 19 contains 52915 members 
Mstep: Class 20 contains 32320 members 
Mstep: Class 21 contains 10999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28164956.000000 Penalty: 28054.695312
Iteration 31Q: 14 clusters Score -2.816496e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 7166 members 
Mstep: Class 3 contains 37226 members 
Mstep: Class 5 contains 37769 members 
Mstep: Class 6 contains 16675 members 
Mstep: Class 7 contains 130252 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 10 contains 6671 members 
Mstep: Class 11 contains 244405 members 
Mstep: Class 14 contains 1115 members 
Mstep: Class 19 contains 53541 members 
Mstep: Class 20 contains 32538 members 
Mstep: Class 21 contains 10959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28165242.000000 Penalty: 28054.695312
Iteration 32Q: 14 clusters Score -2.816524e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 37505 members 
Mstep: Class 5 contains 36723 members 
Mstep: Class 6 contains 16588 members 
Mstep: Class 7 contains 129427 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 10 contains 6792 members 
Mstep: Class 11 contains 245196 members 
Mstep: Class 14 contains 1109 members 
Mstep: Class 19 contains 54174 members 
Mstep: Class 20 contains 32792 members 
Mstep: Class 21 contains 10918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28165714.000000 Penalty: 28054.695312
Iteration 33Q: 14 clusters Score -2.816571e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 37777 members 
Mstep: Class 5 contains 35743 members 
Mstep: Class 6 contains 16496 members 
Mstep: Class 7 contains 128700 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 245907 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 19 contains 54722 members 
Mstep: Class 20 contains 33049 members 
Mstep: Class 21 contains 10878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28165994.000000 Penalty: 28054.695312
Iteration 34Q: 14 clusters Score -2.816599e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 38038 members 
Mstep: Class 5 contains 34852 members 
Mstep: Class 6 contains 16423 members 
Mstep: Class 7 contains 127931 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 10 contains 6991 members 
Mstep: Class 11 contains 246589 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 19 contains 55228 members 
Mstep: Class 20 contains 33342 members 
Mstep: Class 21 contains 10827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28166376.000000 Penalty: 28054.695312
Iteration 35Q: 14 clusters Score -2.816638e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 38284 members 
Mstep: Class 5 contains 34021 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 127175 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 10 contains 7070 members 
Mstep: Class 11 contains 247191 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 19 contains 55718 members 
Mstep: Class 20 contains 33648 members 
Mstep: Class 21 contains 10794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28166494.000000 Penalty: 28054.695312
Iteration 36Q: 14 clusters Score -2.816649e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 38494 members 
Mstep: Class 5 contains 33212 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 126451 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 10 contains 7131 members 
Mstep: Class 11 contains 247792 members 
Mstep: Class 14 contains 1067 members 
Mstep: Class 19 contains 56182 members 
Mstep: Class 20 contains 33920 members 
Mstep: Class 21 contains 10781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28166700.000000 Penalty: 28054.695312
Iteration 37Q: 14 clusters Score -2.81667e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 38689 members 
Mstep: Class 5 contains 32516 members 
Mstep: Class 6 contains 16293 members 
Mstep: Class 7 contains 125749 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 10 contains 7182 members 
Mstep: Class 11 contains 248306 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 19 contains 56616 members 
Mstep: Class 20 contains 34168 members 
Mstep: Class 21 contains 10773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28166922.000000 Penalty: 28054.695312
Iteration 38Q: 14 clusters Score -2.816692e+07 nChanged 1840
Entering ConstructFrom: 
Score: -28166922.000000 Penalty: 28054.695312
Entering ConstructFrom: 
Trying to split cluster 1 (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: -299649.906250 Penalty: 1424.867920
	Iteration 0F: 2 clusters Score -299649.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -294712.531250 Penalty: 2849.735840
	Iteration 0F: 3 clusters Score -294712.5 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -296182.093750 Penalty: 2849.735840
	Iteration 1F: 3 clusters Score -296182.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -296369.500000 Penalty: 2849.735840
	Iteration 2F: 3 clusters Score -296369.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -296488.531250 Penalty: 2849.735840
	Iteration 3Q: 3 clusters Score -296488.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -296579.625000 Penalty: 2849.735840
	Iteration 4Q: 3 clusters Score -296579.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -296667.093750 Penalty: 2849.735840
	Iteration 5Q: 3 clusters Score -296667.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -296763.781250 Penalty: 2849.735840
	Iteration 6Q: 3 clusters Score -296763.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -296897.250000 Penalty: 2849.735840
	Iteration 7Q: 3 clusters Score -296897.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -297024.468750 Penalty: 2849.735840
	Iteration 8Q: 3 clusters Score -297024.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -297207.437500 Penalty: 2849.735840
	Iteration 9Q: 3 clusters Score -297207.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -297420.312500 Penalty: 2849.735840
	Iteration 10Q: 3 clusters Score -297420.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -297661.718750 Penalty: 2849.735840
	Iteration 11Q: 3 clusters Score -297661.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -297880.281250 Penalty: 2849.735840
	Iteration 12Q: 3 clusters Score -297880.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -298017.781250 Penalty: 2849.735840
	Iteration 13Q: 3 clusters Score -298017.8 nChanged 126
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: -298100.562500 Penalty: 2849.735840
	Iteration 14Q: 3 clusters Score -298100.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -298160.718750 Penalty: 2849.735840
	Iteration 15Q: 3 clusters Score -298160.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -298221.656250 Penalty: 2849.735840
	Iteration 16Q: 3 clusters Score -298221.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -298274.937500 Penalty: 2849.735840
	Iteration 17Q: 3 clusters Score -298274.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -298317.656250 Penalty: 2849.735840
	Iteration 18Q: 3 clusters Score -298317.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -298346.031250 Penalty: 2849.735840
	Iteration 19Q: 3 clusters Score -298346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -298374.375000 Penalty: 2849.735840
	Iteration 20F: 3 clusters Score -298374.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -298395.656250 Penalty: 2849.735840
	Iteration 21Q: 3 clusters Score -298395.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -298412.781250 Penalty: 2849.735840
	Iteration 22Q: 3 clusters Score -298412.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -298423.625000 Penalty: 2849.735840
	Iteration 23Q: 3 clusters Score -298423.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -298436.406250 Penalty: 2849.735840
	Iteration 24Q: 3 clusters Score -298436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -298442.812500 Penalty: 2849.735840
	Iteration 25Q: 3 clusters Score -298442.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -298447.562500 Penalty: 2849.735840
	Iteration 26Q: 3 clusters Score -298447.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -298450.250000 Penalty: 2849.735840
	Iteration 27Q: 3 clusters Score -298450.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -298453.718750 Penalty: 2849.735840
	Iteration 28Q: 3 clusters Score -298453.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -298461.906250 Penalty: 2849.735840
	Iteration 29Q: 3 clusters Score -298461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -298465.437500 Penalty: 2849.735840
	Iteration 30Q: 3 clusters Score -298465.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -298466.750000 Penalty: 2849.735840
	Iteration 31Q: 3 clusters Score -298466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -298468.656250 Penalty: 2849.735840
	Iteration 32Q: 3 clusters Score -298468.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -298468.656250 Penalty: 2849.735840
	Iteration 33F: 3 clusters Score -298468.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Entering Unmasked Estep 
Score: -307198.343750 Penalty: 1443.095215
	Iteration 0F: 2 clusters Score -307198.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -301875.500000 Penalty: 2886.190430
	Iteration 0F: 3 clusters Score -301875.5 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -304480.812500 Penalty: 2886.190430
	Iteration 1F: 3 clusters Score -304480.8 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -305962.656250 Penalty: 2886.190430
	Iteration 2F: 3 clusters Score -305962.7 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -306956.218750 Penalty: 2886.190430
	Iteration 3F: 3 clusters Score -306956.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -307577.093750 Penalty: 2886.190430
	Iteration 4F: 3 clusters Score -307577.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -307909.875000 Penalty: 2886.190430
	Iteration 5F: 3 clusters Score -307909.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -308081.187500 Penalty: 2886.190430
	Iteration 6Q: 3 clusters Score -308081.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -308183.093750 Penalty: 2886.190430
	Iteration 7Q: 3 clusters Score -308183.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -308241.062500 Penalty: 2886.190430
	Iteration 8Q: 3 clusters Score -308241.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -308274.312500 Penalty: 2886.190430
	Iteration 9Q: 3 clusters Score -308274.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -308307.281250 Penalty: 2886.190430
	Iteration 10Q: 3 clusters Score -308307.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -308328.437500 Penalty: 2886.190430
	Iteration 11Q: 3 clusters Score -308328.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -308339.375000 Penalty: 2886.190430
	Iteration 12Q: 3 clusters Score -308339.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -308353.937500 Penalty: 2886.190430
	Iteration 13Q: 3 clusters Score -308353.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -308367.875000 Penalty: 2886.190430
	Iteration 14Q: 3 clusters Score -308367.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -308380.937500 Penalty: 2886.190430
	Iteration 15Q: 3 clusters Score -308380.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -308392.593750 Penalty: 2886.190430
	Iteration 16Q: 3 clusters Score -308392.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -308402.687500 Penalty: 2886.190430
	Iteration 17Q: 3 clusters Score -308402.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -308407.500000 Penalty: 2886.190430
	Iteration 18Q: 3 clusters Score -308407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -308409.468750 Penalty: 2886.190430
	Iteration 19Q: 3 clusters Score -308409.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -308409.562500 Penalty: 2886.190430
	Iteration 20F: 3 clusters Score -308409.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -308409.875000 Penalty: 2886.190430
	Iteration 21Q: 3 clusters Score -308409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -308410.125000 Penalty: 2886.190430
	Iteration 22Q: 3 clusters Score -308410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -308409.656250 Penalty: 2886.190430
	Iteration 23Q: 3 clusters Score -308409.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -308409.656250 Penalty: 2886.190430
	Iteration 24F: 3 clusters Score -308409.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 38875 members 
Mstep: Class 4 contains 6180 members 
Mstep: Class 5 contains 31867 members 
Mstep: Class 6 contains 16269 members 
Mstep: Class 7 contains 125081 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 248808 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 19 contains 57020 members 
Mstep: Class 20 contains 34388 members 
Mstep: Class 21 contains 10749 members 
Entering Unmasked Estep 
Score: -28167468.000000 Penalty: 30212.748047
Splitting cluster 2 changes total score from -28166922.000000 to -28167468.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (38875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Entering Unmasked Estep 
Score: -1951776.125000 Penalty: 1717.317383
	Iteration 0F: 2 clusters Score -1951776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1925633.750000 Penalty: 3434.634766
	Iteration 0F: 3 clusters Score -1925634 nChanged 18053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1935874.375000 Penalty: 3434.634766
	Iteration 1F: 3 clusters Score -1935874 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1936457.500000 Penalty: 3434.634766
	Iteration 2Q: 3 clusters Score -1936458 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -1937063.875000 Penalty: 3434.634766
	Iteration 3Q: 3 clusters Score -1937064 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1937825.875000 Penalty: 3434.634766
	Iteration 4Q: 3 clusters Score -1937826 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1938990.875000 Penalty: 3434.634766
	Iteration 5F: 3 clusters Score -1938991 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1940718.875000 Penalty: 3434.634766
	Iteration 6F: 3 clusters Score -1940719 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1942787.875000 Penalty: 3434.634766
	Iteration 7F: 3 clusters Score -1942788 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1944934.250000 Penalty: 3434.634766
	Iteration 8F: 3 clusters Score -1944934 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1946530.875000 Penalty: 3434.634766
	Iteration 9Q: 3 clusters Score -1946531 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1947611.875000 Penalty: 3434.634766
	Iteration 10Q: 3 clusters Score -1947612 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1948370.625000 Penalty: 3434.634766
	Iteration 11Q: 3 clusters Score -1948371 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1948943.125000 Penalty: 3434.634766
	Iteration 12Q: 3 clusters Score -1948943 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1949463.250000 Penalty: 3434.634766
	Iteration 13Q: 3 clusters Score -1949463 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1949883.000000 Penalty: 3434.634766
	Iteration 14Q: 3 clusters Score -1949883 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1950172.500000 Penalty: 3434.634766
	Iteration 15Q: 3 clusters Score -1950172 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1950380.625000 Penalty: 3434.634766
	Iteration 16Q: 3 clusters Score -1950381 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1950522.250000 Penalty: 3434.634766
	Iteration 17Q: 3 clusters Score -1950522 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1950622.375000 Penalty: 3434.634766
	Iteration 18Q: 3 clusters Score -1950622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1950716.375000 Penalty: 3434.634766
	Iteration 19Q: 3 clusters Score -1950716 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1950777.500000 Penalty: 3434.634766
	Iteration 20F: 3 clusters Score -1950778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1950821.750000 Penalty: 3434.634766
	Iteration 21Q: 3 clusters Score -1950822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1950854.375000 Penalty: 3434.634766
	Iteration 22Q: 3 clusters Score -1950854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1950880.250000 Penalty: 3434.634766
	Iteration 23Q: 3 clusters Score -1950880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1950892.125000 Penalty: 3434.634766
	Iteration 24Q: 3 clusters Score -1950892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1950904.875000 Penalty: 3434.634766
	Iteration 25Q: 3 clusters Score -1950905 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1950924.750000 Penalty: 3434.634766
	Iteration 26Q: 3 clusters Score -1950925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1950936.000000 Penalty: 3434.634766
	Iteration 27Q: 3 clusters Score -1950936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1950947.625000 Penalty: 3434.634766
	Iteration 28Q: 3 clusters Score -1950948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1950957.875000 Penalty: 3434.634766
	Iteration 29Q: 3 clusters Score -1950958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1950966.875000 Penalty: 3434.634766
	Iteration 30Q: 3 clusters Score -1950967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1950972.250000 Penalty: 3434.634766
	Iteration 31Q: 3 clusters Score -1950972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1950979.125000 Penalty: 3434.634766
	Iteration 32Q: 3 clusters Score -1950979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1950988.500000 Penalty: 3434.634766
	Iteration 33Q: 3 clusters Score -1950988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1950993.000000 Penalty: 3434.634766
	Iteration 34Q: 3 clusters Score -1950993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1950994.750000 Penalty: 3434.634766
	Iteration 35Q: 3 clusters Score -1950995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1950999.625000 Penalty: 3434.634766
	Iteration 36Q: 3 clusters Score -1951000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1951002.625000 Penalty: 3434.634766
	Iteration 37Q: 3 clusters Score -1951003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1951005.750000 Penalty: 3434.634766
	Iteration 38Q: 3 clusters Score -1951006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1951008.875000 Penalty: 3434.634766
	Iteration 39Q: 3 clusters Score -1951009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1951007.875000 Penalty: 3434.634766
	Iteration 40F: 3 clusters Score -1951008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1951010.125000 Penalty: 3434.634766
	Iteration 41Q: 3 clusters Score -1951010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1951014.625000 Penalty: 3434.634766
	Iteration 42Q: 3 clusters Score -1951015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1951019.250000 Penalty: 3434.634766
	Iteration 43Q: 3 clusters Score -1951019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1951016.875000 Penalty: 3434.634766
	Iteration 44Q: 3 clusters Score -1951017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1951026.750000 Penalty: 3434.634766
	Iteration 45Q: 3 clusters Score -1951027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1951028.375000 Penalty: 3434.634766
	Iteration 46Q: 3 clusters Score -1951028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1951031.500000 Penalty: 3434.634766
	Iteration 47Q: 3 clusters Score -1951032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1951030.875000 Penalty: 3434.634766
	Iteration 48Q: 3 clusters Score -1951031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1951031.125000 Penalty: 3434.634766
	Iteration 49Q: 3 clusters Score -1951031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1951032.250000 Penalty: 3434.634766
	Iteration 50Q: 3 clusters Score -1951032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1951032.750000 Penalty: 3434.634766
	Iteration 51Q: 3 clusters Score -1951033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1951033.000000 Penalty: 3434.634766
	Iteration 52Q: 3 clusters Score -1951033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1951032.625000 Penalty: 3434.634766
	Iteration 53Q: 3 clusters Score -1951033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1951036.250000 Penalty: 3434.634766
	Iteration 54Q: 3 clusters Score -1951036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1951034.125000 Penalty: 3434.634766
	Iteration 55Q: 3 clusters Score -1951034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1951033.000000 Penalty: 3434.634766
	Iteration 56Q: 3 clusters Score -1951033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1951033.000000 Penalty: 3434.634766
	Iteration 57F: 3 clusters Score -1951033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Entering Unmasked Estep 
Score: -1597702.375000 Penalty: 1685.015625
	Iteration 0F: 2 clusters Score -1597702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1576243.000000 Penalty: 3370.031250
	Iteration 0F: 3 clusters Score -1576243 nChanged 14735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1584698.000000 Penalty: 3370.031250
	Iteration 1F: 3 clusters Score -1584698 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1585463.875000 Penalty: 3370.031250
	Iteration 2F: 3 clusters Score -1585464 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1586408.375000 Penalty: 3370.031250
	Iteration 3F: 3 clusters Score -1586408 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1587578.125000 Penalty: 3370.031250
	Iteration 4F: 3 clusters Score -1587578 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1589103.250000 Penalty: 3370.031250
	Iteration 5F: 3 clusters Score -1589103 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1590893.750000 Penalty: 3370.031250
	Iteration 6F: 3 clusters Score -1590894 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1592536.000000 Penalty: 3370.031250
	Iteration 7F: 3 clusters Score -1592536 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1593748.875000 Penalty: 3370.031250
	Iteration 8Q: 3 clusters Score -1593749 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1594518.125000 Penalty: 3370.031250
	Iteration 9Q: 3 clusters Score -1594518 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1595004.250000 Penalty: 3370.031250
	Iteration 10Q: 3 clusters Score -1595004 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1595308.000000 Penalty: 3370.031250
	Iteration 11Q: 3 clusters Score -1595308 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1595541.000000 Penalty: 3370.031250
	Iteration 12Q: 3 clusters Score -1595541 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1595744.500000 Penalty: 3370.031250
	Iteration 13Q: 3 clusters Score -1595744 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1595882.000000 Penalty: 3370.031250
	Iteration 14Q: 3 clusters Score -1595882 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1595961.625000 Penalty: 3370.031250
	Iteration 15Q: 3 clusters Score -1595962 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1596025.250000 Penalty: 3370.031250
	Iteration 16Q: 3 clusters Score -1596025 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1596067.250000 Penalty: 3370.031250
	Iteration 17Q: 3 clusters Score -1596067 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1596103.125000 Penalty: 3370.031250
	Iteration 18Q: 3 clusters Score -1596103 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1596121.375000 Penalty: 3370.031250
	Iteration 19Q: 3 clusters Score -1596121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1596130.375000 Penalty: 3370.031250
	Iteration 20F: 3 clusters Score -1596130 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1596141.750000 Penalty: 3370.031250
	Iteration 21Q: 3 clusters Score -1596142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1596146.625000 Penalty: 3370.031250
	Iteration 22Q: 3 clusters Score -1596147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1596161.375000 Penalty: 3370.031250
	Iteration 23Q: 3 clusters Score -1596161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1596169.250000 Penalty: 3370.031250
	Iteration 24Q: 3 clusters Score -1596169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1596179.125000 Penalty: 3370.031250
	Iteration 25Q: 3 clusters Score -1596179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1596195.625000 Penalty: 3370.031250
	Iteration 26Q: 3 clusters Score -1596196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1596203.625000 Penalty: 3370.031250
	Iteration 27Q: 3 clusters Score -1596204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1596209.250000 Penalty: 3370.031250
	Iteration 28Q: 3 clusters Score -1596209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1596214.250000 Penalty: 3370.031250
	Iteration 29Q: 3 clusters Score -1596214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1596218.250000 Penalty: 3370.031250
	Iteration 30Q: 3 clusters Score -1596218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1596228.000000 Penalty: 3370.031250
	Iteration 31Q: 3 clusters Score -1596228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1596231.625000 Penalty: 3370.031250
	Iteration 32Q: 3 clusters Score -1596232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1596239.375000 Penalty: 3370.031250
	Iteration 33Q: 3 clusters Score -1596239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1596240.125000 Penalty: 3370.031250
	Iteration 34Q: 3 clusters Score -1596240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1596243.250000 Penalty: 3370.031250
	Iteration 35Q: 3 clusters Score -1596243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1596250.500000 Penalty: 3370.031250
	Iteration 36Q: 3 clusters Score -1596250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1596249.500000 Penalty: 3370.031250
	Iteration 37Q: 3 clusters Score -1596250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1596252.250000 Penalty: 3370.031250
	Iteration 38Q: 3 clusters Score -1596252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1596255.125000 Penalty: 3370.031250
	Iteration 39Q: 3 clusters Score -1596255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1596259.125000 Penalty: 3370.031250
	Iteration 40F: 3 clusters Score -1596259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1596262.375000 Penalty: 3370.031250
	Iteration 41Q: 3 clusters Score -1596262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1596265.500000 Penalty: 3370.031250
	Iteration 42Q: 3 clusters Score -1596266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1596267.625000 Penalty: 3370.031250
	Iteration 43Q: 3 clusters Score -1596268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1596267.750000 Penalty: 3370.031250
	Iteration 44Q: 3 clusters Score -1596268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1596277.250000 Penalty: 3370.031250
	Iteration 45Q: 3 clusters Score -1596277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1596276.875000 Penalty: 3370.031250
	Iteration 46Q: 3 clusters Score -1596277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1596279.000000 Penalty: 3370.031250
	Iteration 47Q: 3 clusters Score -1596279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1596281.000000 Penalty: 3370.031250
	Iteration 48Q: 3 clusters Score -1596281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1596282.375000 Penalty: 3370.031250
	Iteration 49Q: 3 clusters Score -1596282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1596283.125000 Penalty: 3370.031250
	Iteration 50Q: 3 clusters Score -1596283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1596281.125000 Penalty: 3370.031250
	Iteration 51Q: 3 clusters Score -1596281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1596282.625000 Penalty: 3370.031250
	Iteration 52Q: 3 clusters Score -1596283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1596281.625000 Penalty: 3370.031250
	Iteration 53Q: 3 clusters Score -1596282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1596285.875000 Penalty: 3370.031250
	Iteration 54Q: 3 clusters Score -1596286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1596284.125000 Penalty: 3370.031250
	Iteration 55Q: 3 clusters Score -1596284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1596288.500000 Penalty: 3370.031250
	Iteration 56Q: 3 clusters Score -1596288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1596293.250000 Penalty: 3370.031250
	Iteration 57Q: 3 clusters Score -1596293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1596296.000000 Penalty: 3370.031250
	Iteration 58Q: 3 clusters Score -1596296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1596294.000000 Penalty: 3370.031250
	Iteration 59Q: 3 clusters Score -1596294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1596299.250000 Penalty: 3370.031250
	Iteration 60F: 3 clusters Score -1596299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1596303.750000 Penalty: 3370.031250
	Iteration 61Q: 3 clusters Score -1596304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1596307.750000 Penalty: 3370.031250
	Iteration 62Q: 3 clusters Score -1596308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1596315.375000 Penalty: 3370.031250
	Iteration 63Q: 3 clusters Score -1596315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1596324.500000 Penalty: 3370.031250
	Iteration 64Q: 3 clusters Score -1596324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1596329.000000 Penalty: 3370.031250
	Iteration 65Q: 3 clusters Score -1596329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1596335.125000 Penalty: 3370.031250
	Iteration 66Q: 3 clusters Score -1596335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1596335.000000 Penalty: 3370.031250
	Iteration 67Q: 3 clusters Score -1596335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1596337.375000 Penalty: 3370.031250
	Iteration 68Q: 3 clusters Score -1596337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1596341.000000 Penalty: 3370.031250
	Iteration 69Q: 3 clusters Score -1596341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1596349.000000 Penalty: 3370.031250
	Iteration 70Q: 3 clusters Score -1596349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1596353.000000 Penalty: 3370.031250
	Iteration 71Q: 3 clusters Score -1596353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1596357.500000 Penalty: 3370.031250
	Iteration 72Q: 3 clusters Score -1596358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1596355.000000 Penalty: 3370.031250
	Iteration 73Q: 3 clusters Score -1596355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1596356.125000 Penalty: 3370.031250
	Iteration 74Q: 3 clusters Score -1596356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1596363.250000 Penalty: 3370.031250
	Iteration 75Q: 3 clusters Score -1596363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1596363.875000 Penalty: 3370.031250
	Iteration 76Q: 3 clusters Score -1596364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1596364.875000 Penalty: 3370.031250
	Iteration 77Q: 3 clusters Score -1596365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1596363.750000 Penalty: 3370.031250
	Iteration 78Q: 3 clusters Score -1596364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1596364.750000 Penalty: 3370.031250
	Iteration 79Q: 3 clusters Score -1596365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1596363.750000 Penalty: 3370.031250
	Iteration 80F: 3 clusters Score -1596364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1596366.375000 Penalty: 3370.031250
	Iteration 81Q: 3 clusters Score -1596366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1596364.250000 Penalty: 3370.031250
	Iteration 82Q: 3 clusters Score -1596364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1596372.000000 Penalty: 3370.031250
	Iteration 83Q: 3 clusters Score -1596372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1596373.250000 Penalty: 3370.031250
	Iteration 84Q: 3 clusters Score -1596373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1596371.375000 Penalty: 3370.031250
	Iteration 85Q: 3 clusters Score -1596371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1596371.625000 Penalty: 3370.031250
	Iteration 86Q: 3 clusters Score -1596372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1596376.750000 Penalty: 3370.031250
	Iteration 87Q: 3 clusters Score -1596377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1596378.625000 Penalty: 3370.031250
	Iteration 88Q: 3 clusters Score -1596379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1596377.625000 Penalty: 3370.031250
	Iteration 89Q: 3 clusters Score -1596378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1596378.750000 Penalty: 3370.031250
	Iteration 90Q: 3 clusters Score -1596379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1596382.000000 Penalty: 3370.031250
	Iteration 91Q: 3 clusters Score -1596382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1596384.875000 Penalty: 3370.031250
	Iteration 92Q: 3 clusters Score -1596385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1596385.875000 Penalty: 3370.031250
	Iteration 93Q: 3 clusters Score -1596386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1596390.125000 Penalty: 3370.031250
	Iteration 94Q: 3 clusters Score -1596390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1596386.875000 Penalty: 3370.031250
	Iteration 95Q: 3 clusters Score -1596387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1596390.875000 Penalty: 3370.031250
	Iteration 96Q: 3 clusters Score -1596391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1596390.500000 Penalty: 3370.031250
	Iteration 97Q: 3 clusters Score -1596390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1596392.875000 Penalty: 3370.031250
	Iteration 98Q: 3 clusters Score -1596393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1596392.875000 Penalty: 3370.031250
	Iteration 99Q: 3 clusters Score -1596393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1596392.875000 Penalty: 3370.031250
	Iteration 100F: 3 clusters Score -1596393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Entering Unmasked Estep 
Score: -791457.062500 Penalty: 1575.765259
	Iteration 0F: 2 clusters Score -791457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -780172.687500 Penalty: 3151.530518
	Iteration 0F: 3 clusters Score -780172.7 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -784139.125000 Penalty: 3151.530518
	Iteration 1F: 3 clusters Score -784139.1 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -784560.125000 Penalty: 3151.530518
	Iteration 2F: 3 clusters Score -784560.1 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -785021.750000 Penalty: 3151.530518
	Iteration 3F: 3 clusters Score -785021.8 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -785542.437500 Penalty: 3151.530518
	Iteration 4F: 3 clusters Score -785542.4 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -786132.125000 Penalty: 3151.530518
	Iteration 5F: 3 clusters Score -786132.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -786768.687500 Penalty: 3151.530518
	Iteration 6F: 3 clusters Score -786768.7 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -787439.375000 Penalty: 3151.530518
	Iteration 7F: 3 clusters Score -787439.4 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -788040.437500 Penalty: 3151.530518
	Iteration 8F: 3 clusters Score -788040.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -788609.937500 Penalty: 3151.530518
	Iteration 9Q: 3 clusters Score -788609.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -789125.062500 Penalty: 3151.530518
	Iteration 10Q: 3 clusters Score -789125.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -789591.312500 Penalty: 3151.530518
	Iteration 11Q: 3 clusters Score -789591.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -789998.187500 Penalty: 3151.530518
	Iteration 12Q: 3 clusters Score -789998.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -790238.437500 Penalty: 3151.530518
	Iteration 13Q: 3 clusters Score -790238.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -790345.062500 Penalty: 3151.530518
	Iteration 14Q: 3 clusters Score -790345.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -790415.000000 Penalty: 3151.530518
	Iteration 15Q: 3 clusters Score -790415 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -790467.000000 Penalty: 3151.530518
	Iteration 16Q: 3 clusters Score -790467 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -790494.187500 Penalty: 3151.530518
	Iteration 17Q: 3 clusters Score -790494.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -790509.437500 Penalty: 3151.530518
	Iteration 18Q: 3 clusters Score -790509.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -790519.937500 Penalty: 3151.530518
	Iteration 19Q: 3 clusters Score -790519.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -790526.812500 Penalty: 3151.530518
	Iteration 20F: 3 clusters Score -790526.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -790536.812500 Penalty: 3151.530518
	Iteration 21Q: 3 clusters Score -790536.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -790541.062500 Penalty: 3151.530518
	Iteration 22Q: 3 clusters Score -790541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -790545.875000 Penalty: 3151.530518
	Iteration 23Q: 3 clusters Score -790545.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -790551.375000 Penalty: 3151.530518
	Iteration 24Q: 3 clusters Score -790551.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -790554.062500 Penalty: 3151.530518
	Iteration 25Q: 3 clusters Score -790554.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -790555.562500 Penalty: 3151.530518
	Iteration 26Q: 3 clusters Score -790555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -790555.687500 Penalty: 3151.530518
	Iteration 27Q: 3 clusters Score -790555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -790562.500000 Penalty: 3151.530518
	Iteration 28Q: 3 clusters Score -790562.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -790565.187500 Penalty: 3151.530518
	Iteration 29Q: 3 clusters Score -790565.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -790572.562500 Penalty: 3151.530518
	Iteration 30Q: 3 clusters Score -790572.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -790574.750000 Penalty: 3151.530518
	Iteration 31Q: 3 clusters Score -790574.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -790576.375000 Penalty: 3151.530518
	Iteration 32Q: 3 clusters Score -790576.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -790579.000000 Penalty: 3151.530518
	Iteration 33Q: 3 clusters Score -790579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -790581.687500 Penalty: 3151.530518
	Iteration 34Q: 3 clusters Score -790581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -790582.500000 Penalty: 3151.530518
	Iteration 35Q: 3 clusters Score -790582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -790581.187500 Penalty: 3151.530518
	Iteration 36Q: 3 clusters Score -790581.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -790582.875000 Penalty: 3151.530518
	Iteration 37Q: 3 clusters Score -790582.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -790585.375000 Penalty: 3151.530518
	Iteration 38Q: 3 clusters Score -790585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -790586.625000 Penalty: 3151.530518
	Iteration 39Q: 3 clusters Score -790586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -790587.000000 Penalty: 3151.530518
	Iteration 40F: 3 clusters Score -790587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -790589.312500 Penalty: 3151.530518
	Iteration 41Q: 3 clusters Score -790589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -790590.062500 Penalty: 3151.530518
	Iteration 42Q: 3 clusters Score -790590.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -790591.625000 Penalty: 3151.530518
	Iteration 43Q: 3 clusters Score -790591.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -790594.187500 Penalty: 3151.530518
	Iteration 44Q: 3 clusters Score -790594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -790593.500000 Penalty: 3151.530518
	Iteration 45Q: 3 clusters Score -790593.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -790594.562500 Penalty: 3151.530518
	Iteration 46Q: 3 clusters Score -790594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -790594.812500 Penalty: 3151.530518
	Iteration 47Q: 3 clusters Score -790594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -790594.812500 Penalty: 3151.530518
	Iteration 48F: 3 clusters Score -790594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (125081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125081 members 
Entering Unmasked Estep 
Score: -6419178.500000 Penalty: 1907.216553
	Iteration 0F: 2 clusters Score -6419178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62334 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -6335316.000000 Penalty: 3814.433105
	Iteration 0F: 3 clusters Score -6335316 nChanged 60205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60317 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -6371682.500000 Penalty: 3814.433105
	Iteration 1F: 3 clusters Score -6371682 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -6374171.000000 Penalty: 3814.433105
	Iteration 2Q: 3 clusters Score -6374171 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 68065 members 
Entering Unmasked Estep 
Score: -6377642.000000 Penalty: 3814.433105
	Iteration 3F: 3 clusters Score -6377642 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -6382086.500000 Penalty: 3814.433105
	Iteration 4F: 3 clusters Score -6382086 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -6387887.000000 Penalty: 3814.433105
	Iteration 5F: 3 clusters Score -6387887 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -6395306.000000 Penalty: 3814.433105
	Iteration 6F: 3 clusters Score -6395306 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -6403406.000000 Penalty: 3814.433105
	Iteration 7F: 3 clusters Score -6403406 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -6409867.000000 Penalty: 3814.433105
	Iteration 8F: 3 clusters Score -6409867 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 99010 members 
Entering Unmasked Estep 
Score: -6413432.000000 Penalty: 3814.433105
	Iteration 9Q: 3 clusters Score -6413432 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 101221 members 
Entering Unmasked Estep 
Score: -6415261.000000 Penalty: 3814.433105
	Iteration 10Q: 3 clusters Score -6415261 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 102863 members 
Entering Unmasked Estep 
Score: -6416288.000000 Penalty: 3814.433105
	Iteration 11Q: 3 clusters Score -6416288 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 104152 members 
Entering Unmasked Estep 
Score: -6416970.500000 Penalty: 3814.433105
	Iteration 12Q: 3 clusters Score -6416970 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 105230 members 
Entering Unmasked Estep 
Score: -6417399.500000 Penalty: 3814.433105
	Iteration 13Q: 3 clusters Score -6417400 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 106131 members 
Entering Unmasked Estep 
Score: -6417693.500000 Penalty: 3814.433105
	Iteration 14Q: 3 clusters Score -6417694 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -6417887.000000 Penalty: 3814.433105
	Iteration 15Q: 3 clusters Score -6417887 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -6418058.000000 Penalty: 3814.433105
	Iteration 16Q: 3 clusters Score -6418058 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 108276 members 
Entering Unmasked Estep 
Score: -6418193.500000 Penalty: 3814.433105
	Iteration 17Q: 3 clusters Score -6418194 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 108841 members 
Entering Unmasked Estep 
Score: -6418319.500000 Penalty: 3814.433105
	Iteration 18Q: 3 clusters Score -6418320 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 109397 members 
Entering Unmasked Estep 
Score: -6418404.000000 Penalty: 3814.433105
	Iteration 19Q: 3 clusters Score -6418404 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 109894 members 
Entering Unmasked Estep 
Score: -6418443.500000 Penalty: 3814.433105
	Iteration 20F: 3 clusters Score -6418444 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 110352 members 
Entering Unmasked Estep 
Score: -6418539.000000 Penalty: 3814.433105
	Iteration 21Q: 3 clusters Score -6418539 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 110763 members 
Entering Unmasked Estep 
Score: -6418611.000000 Penalty: 3814.433105
	Iteration 22Q: 3 clusters Score -6418611 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 111197 members 
Entering Unmasked Estep 
Score: -6418687.000000 Penalty: 3814.433105
	Iteration 23Q: 3 clusters Score -6418687 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 111651 members 
Entering Unmasked Estep 
Score: -6418750.000000 Penalty: 3814.433105
	Iteration 24Q: 3 clusters Score -6418750 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 112059 members 
Entering Unmasked Estep 
Score: -6418836.500000 Penalty: 3814.433105
	Iteration 25Q: 3 clusters Score -6418836 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 112430 members 
Entering Unmasked Estep 
Score: -6418875.500000 Penalty: 3814.433105
	Iteration 26Q: 3 clusters Score -6418876 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 112751 members 
Entering Unmasked Estep 
Score: -6418888.500000 Penalty: 3814.433105
	Iteration 27Q: 3 clusters Score -6418888 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 113073 members 
Entering Unmasked Estep 
Score: -6418931.000000 Penalty: 3814.433105
	Iteration 28Q: 3 clusters Score -6418931 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 113350 members 
Entering Unmasked Estep 
Score: -6418971.000000 Penalty: 3814.433105
	Iteration 29Q: 3 clusters Score -6418971 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -6419008.500000 Penalty: 3814.433105
	Iteration 30Q: 3 clusters Score -6419008 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 113852 members 
Entering Unmasked Estep 
Score: -6419045.000000 Penalty: 3814.433105
	Iteration 31Q: 3 clusters Score -6419045 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 114086 members 
Entering Unmasked Estep 
Score: -6419059.500000 Penalty: 3814.433105
	Iteration 32Q: 3 clusters Score -6419060 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 114294 members 
Entering Unmasked Estep 
Score: -6419091.500000 Penalty: 3814.433105
	Iteration 33Q: 3 clusters Score -6419092 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 114485 members 
Entering Unmasked Estep 
Score: -6419119.000000 Penalty: 3814.433105
	Iteration 34Q: 3 clusters Score -6419119 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 114666 members 
Entering Unmasked Estep 
Score: -6419142.500000 Penalty: 3814.433105
	Iteration 35Q: 3 clusters Score -6419142 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 114824 members 
Entering Unmasked Estep 
Score: -6419161.500000 Penalty: 3814.433105
	Iteration 36Q: 3 clusters Score -6419162 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 114984 members 
Entering Unmasked Estep 
Score: -6419168.000000 Penalty: 3814.433105
	Iteration 37Q: 3 clusters Score -6419168 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 115151 members 
Entering Unmasked Estep 
Score: -6419196.500000 Penalty: 3814.433105
	Iteration 38Q: 3 clusters Score -6419196 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 115306 members 
Entering Unmasked Estep 
Score: -6419232.500000 Penalty: 3814.433105
	Iteration 39Q: 3 clusters Score -6419232 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 115449 members 
Entering Unmasked Estep 
Score: -6419233.000000 Penalty: 3814.433105
	Iteration 40F: 3 clusters Score -6419233 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 115545 members 
Entering Unmasked Estep 
Score: -6419243.000000 Penalty: 3814.433105
	Iteration 41Q: 3 clusters Score -6419243 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 115636 members 
Entering Unmasked Estep 
Score: -6419234.500000 Penalty: 3814.433105
	Iteration 42Q: 3 clusters Score -6419234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -6419229.500000 Penalty: 3814.433105
	Iteration 43Q: 3 clusters Score -6419230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 115822 members 
Entering Unmasked Estep 
Score: -6419252.000000 Penalty: 3814.433105
	Iteration 44Q: 3 clusters Score -6419252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 115905 members 
Entering Unmasked Estep 
Score: -6419257.500000 Penalty: 3814.433105
	Iteration 45Q: 3 clusters Score -6419258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -6419278.000000 Penalty: 3814.433105
	Iteration 46Q: 3 clusters Score -6419278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 116109 members 
Entering Unmasked Estep 
Score: -6419295.500000 Penalty: 3814.433105
	Iteration 47Q: 3 clusters Score -6419296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 116210 members 
Entering Unmasked Estep 
Score: -6419290.000000 Penalty: 3814.433105
	Iteration 48Q: 3 clusters Score -6419290 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 116320 members 
Entering Unmasked Estep 
Score: -6419303.500000 Penalty: 3814.433105
	Iteration 49Q: 3 clusters Score -6419304 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 116408 members 
Entering Unmasked Estep 
Score: -6419318.500000 Penalty: 3814.433105
	Iteration 50Q: 3 clusters Score -6419318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 116483 members 
Entering Unmasked Estep 
Score: -6419326.000000 Penalty: 3814.433105
	Iteration 51Q: 3 clusters Score -6419326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 116566 members 
Entering Unmasked Estep 
Score: -6419332.000000 Penalty: 3814.433105
	Iteration 52Q: 3 clusters Score -6419332 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 116646 members 
Entering Unmasked Estep 
Score: -6419331.000000 Penalty: 3814.433105
	Iteration 53Q: 3 clusters Score -6419331 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 116710 members 
Entering Unmasked Estep 
Score: -6419335.500000 Penalty: 3814.433105
	Iteration 54Q: 3 clusters Score -6419336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 116769 members 
Entering Unmasked Estep 
Score: -6419336.500000 Penalty: 3814.433105
	Iteration 55Q: 3 clusters Score -6419336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 116821 members 
Entering Unmasked Estep 
Score: -6419339.000000 Penalty: 3814.433105
	Iteration 56Q: 3 clusters Score -6419339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 116877 members 
Entering Unmasked Estep 
Score: -6419355.500000 Penalty: 3814.433105
	Iteration 57Q: 3 clusters Score -6419356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 116922 members 
Entering Unmasked Estep 
Score: -6419345.000000 Penalty: 3814.433105
	Iteration 58Q: 3 clusters Score -6419345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 116964 members 
Entering Unmasked Estep 
Score: -6419339.000000 Penalty: 3814.433105
	Iteration 59Q: 3 clusters Score -6419339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 116999 members 
Entering Unmasked Estep 
Score: -6419346.000000 Penalty: 3814.433105
	Iteration 60F: 3 clusters Score -6419346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -6419344.500000 Penalty: 3814.433105
	Iteration 61Q: 3 clusters Score -6419344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 117084 members 
Entering Unmasked Estep 
Score: -6419350.000000 Penalty: 3814.433105
	Iteration 62Q: 3 clusters Score -6419350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 117124 members 
Entering Unmasked Estep 
Score: -6419371.500000 Penalty: 3814.433105
	Iteration 63Q: 3 clusters Score -6419372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 117156 members 
Entering Unmasked Estep 
Score: -6419374.000000 Penalty: 3814.433105
	Iteration 64Q: 3 clusters Score -6419374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 117194 members 
Entering Unmasked Estep 
Score: -6419373.000000 Penalty: 3814.433105
	Iteration 65Q: 3 clusters Score -6419373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 117234 members 
Entering Unmasked Estep 
Score: -6419377.500000 Penalty: 3814.433105
	Iteration 66Q: 3 clusters Score -6419378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 117271 members 
Entering Unmasked Estep 
Score: -6419383.500000 Penalty: 3814.433105
	Iteration 67Q: 3 clusters Score -6419384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 117308 members 
Entering Unmasked Estep 
Score: -6419378.500000 Penalty: 3814.433105
	Iteration 68Q: 3 clusters Score -6419378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -6419382.000000 Penalty: 3814.433105
	Iteration 69Q: 3 clusters Score -6419382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 117361 members 
Entering Unmasked Estep 
Score: -6419384.500000 Penalty: 3814.433105
	Iteration 70Q: 3 clusters Score -6419384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -6419392.500000 Penalty: 3814.433105
	Iteration 71Q: 3 clusters Score -6419392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 117418 members 
Entering Unmasked Estep 
Score: -6419396.000000 Penalty: 3814.433105
	Iteration 72Q: 3 clusters Score -6419396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 117442 members 
Entering Unmasked Estep 
Score: -6419395.500000 Penalty: 3814.433105
	Iteration 73Q: 3 clusters Score -6419396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 117473 members 
Entering Unmasked Estep 
Score: -6419392.500000 Penalty: 3814.433105
	Iteration 74Q: 3 clusters Score -6419392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 117514 members 
Entering Unmasked Estep 
Score: -6419384.500000 Penalty: 3814.433105
	Iteration 75Q: 3 clusters Score -6419384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 117556 members 
Entering Unmasked Estep 
Score: -6419389.000000 Penalty: 3814.433105
	Iteration 76Q: 3 clusters Score -6419389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 117588 members 
Entering Unmasked Estep 
Score: -6419386.500000 Penalty: 3814.433105
	Iteration 77Q: 3 clusters Score -6419386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -6419393.000000 Penalty: 3814.433105
	Iteration 78Q: 3 clusters Score -6419393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 117662 members 
Entering Unmasked Estep 
Score: -6419380.500000 Penalty: 3814.433105
	Iteration 79Q: 3 clusters Score -6419380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 117697 members 
Entering Unmasked Estep 
Score: -6419406.500000 Penalty: 3814.433105
	Iteration 80F: 3 clusters Score -6419406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 117727 members 
Entering Unmasked Estep 
Score: -6419418.000000 Penalty: 3814.433105
	Iteration 81Q: 3 clusters Score -6419418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 117759 members 
Entering Unmasked Estep 
Score: -6419413.500000 Penalty: 3814.433105
	Iteration 82Q: 3 clusters Score -6419414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 117783 members 
Entering Unmasked Estep 
Score: -6419414.500000 Penalty: 3814.433105
	Iteration 83Q: 3 clusters Score -6419414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -6419428.000000 Penalty: 3814.433105
	Iteration 84Q: 3 clusters Score -6419428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 117838 members 
Entering Unmasked Estep 
Score: -6419423.500000 Penalty: 3814.433105
	Iteration 85Q: 3 clusters Score -6419424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 117865 members 
Entering Unmasked Estep 
Score: -6419418.500000 Penalty: 3814.433105
	Iteration 86Q: 3 clusters Score -6419418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 117894 members 
Entering Unmasked Estep 
Score: -6419423.500000 Penalty: 3814.433105
	Iteration 87Q: 3 clusters Score -6419424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -6419427.500000 Penalty: 3814.433105
	Iteration 88Q: 3 clusters Score -6419428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 117933 members 
Entering Unmasked Estep 
Score: -6419434.000000 Penalty: 3814.433105
	Iteration 89Q: 3 clusters Score -6419434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 117952 members 
Entering Unmasked Estep 
Score: -6419436.000000 Penalty: 3814.433105
	Iteration 90Q: 3 clusters Score -6419436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -6419431.000000 Penalty: 3814.433105
	Iteration 91Q: 3 clusters Score -6419431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 117972 members 
Entering Unmasked Estep 
Score: -6419425.500000 Penalty: 3814.433105
	Iteration 92Q: 3 clusters Score -6419426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 117977 members 
Entering Unmasked Estep 
Score: -6419426.500000 Penalty: 3814.433105
	Iteration 93Q: 3 clusters Score -6419426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 117983 members 
Entering Unmasked Estep 
Score: -6419434.000000 Penalty: 3814.433105
	Iteration 94Q: 3 clusters Score -6419434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 117992 members 
Entering Unmasked Estep 
Score: -6419435.000000 Penalty: 3814.433105
	Iteration 95Q: 3 clusters Score -6419435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 117998 members 
Entering Unmasked Estep 
Score: -6419432.000000 Penalty: 3814.433105
	Iteration 96Q: 3 clusters Score -6419432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 118005 members 
Entering Unmasked Estep 
Score: -6419430.500000 Penalty: 3814.433105
	Iteration 97Q: 3 clusters Score -6419430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 118011 members 
Entering Unmasked Estep 
Score: -6419426.000000 Penalty: 3814.433105
	Iteration 98Q: 3 clusters Score -6419426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 118014 members 
Entering Unmasked Estep 
Score: -6419427.000000 Penalty: 3814.433105
	Iteration 99Q: 3 clusters Score -6419427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 118021 members 
Entering Unmasked Estep 
Score: -6419427.000000 Penalty: 3814.433105
	Iteration 100F: 3 clusters Score -6419427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 118026 members 
Entering Unmasked Estep 
Score: -6419429.500000 Penalty: 3814.433105
	Iteration 101Q: 3 clusters Score -6419430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 118031 members 
Entering Unmasked Estep 
Score: -6419428.500000 Penalty: 3814.433105
	Iteration 102Q: 3 clusters Score -6419428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 118034 members 
Entering Unmasked Estep 
Score: -6419435.500000 Penalty: 3814.433105
	Iteration 103Q: 3 clusters Score -6419436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 118036 members 
Entering Unmasked Estep 
Score: -6419436.500000 Penalty: 3814.433105
	Iteration 104Q: 3 clusters Score -6419436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 118036 members 
Entering Unmasked Estep 
Score: -6419436.500000 Penalty: 3814.433105
	Iteration 105F: 3 clusters Score -6419436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 38875 members 
Mstep: Class 4 contains 6180 members 
Mstep: Class 5 contains 31867 members 
Mstep: Class 6 contains 16269 members 
Mstep: Class 7 contains 7045 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 118036 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 248808 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 19 contains 57020 members 
Mstep: Class 20 contains 34388 members 
Mstep: Class 21 contains 10749 members 
Entering Unmasked Estep 
Score: -28167472.000000 Penalty: 32370.800781
Splitting cluster 7 changes total score from -28166922.000000 to -28167472.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Entering Unmasked Estep 
Score: -27023.318359 Penalty: 1039.501099
	Iteration 0F: 2 clusters Score -27023.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25881.740234 Penalty: 2079.002197
	Iteration 0F: 3 clusters Score -25881.74 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -26063.558594 Penalty: 2079.002197
	Iteration 1F: 3 clusters Score -26063.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -26129.564453 Penalty: 2079.002197
	Iteration 2F: 3 clusters Score -26129.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26162.191406 Penalty: 2079.002197
	Iteration 3Q: 3 clusters Score -26162.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26189.496094 Penalty: 2079.002197
	Iteration 4Q: 3 clusters Score -26189.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -26214.361328 Penalty: 2079.002197
	Iteration 5Q: 3 clusters Score -26214.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26257.507812 Penalty: 2079.002197
	Iteration 6Q: 3 clusters Score -26257.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26285.250000 Penalty: 2079.002197
	Iteration 7Q: 3 clusters Score -26285.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -26300.583984 Penalty: 2079.002197
	Iteration 8Q: 3 clusters Score -26300.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26304.068359 Penalty: 2079.002197
	Iteration 9Q: 3 clusters Score -26304.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -26305.154297 Penalty: 2079.002197
	Iteration 10Q: 3 clusters Score -26305.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -26307.919922 Penalty: 2079.002197
	Iteration 11Q: 3 clusters Score -26307.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -26312.220703 Penalty: 2079.002197
	Iteration 12Q: 3 clusters Score -26312.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26341.181641 Penalty: 2079.002197
	Iteration 13Q: 3 clusters Score -26341.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26389.292969 Penalty: 2079.002197
	Iteration 14Q: 3 clusters Score -26389.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -26420.943359 Penalty: 2079.002197
	Iteration 15Q: 3 clusters Score -26420.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -26459.042969 Penalty: 2079.002197
	Iteration 16Q: 3 clusters Score -26459.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -26495.466797 Penalty: 2079.002197
	Iteration 17Q: 3 clusters Score -26495.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -26510.826172 Penalty: 2079.002197
	Iteration 18Q: 3 clusters Score -26510.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -26523.451172 Penalty: 2079.002197
	Iteration 19Q: 3 clusters Score -26523.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -26530.017578 Penalty: 2079.002197
	Iteration 20F: 3 clusters Score -26530.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -26531.216797 Penalty: 2079.002197
	Iteration 21Q: 3 clusters Score -26531.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26532.285156 Penalty: 2079.002197
	Iteration 22Q: 3 clusters Score -26532.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26532.285156 Penalty: 2079.002197
	Iteration 23F: 3 clusters Score -26532.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Entering Unmasked Estep 
Score: -295502.687500 Penalty: 1444.131348
	Iteration 0F: 2 clusters Score -295502.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -290118.937500 Penalty: 2888.262695
	Iteration 0F: 3 clusters Score -290118.9 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -291812.531250 Penalty: 2888.262695
	Iteration 1F: 3 clusters Score -291812.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -292099.812500 Penalty: 2888.262695
	Iteration 2F: 3 clusters Score -292099.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -292316.843750 Penalty: 2888.262695
	Iteration 3F: 3 clusters Score -292316.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -292498.937500 Penalty: 2888.262695
	Iteration 4Q: 3 clusters Score -292498.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -292667.343750 Penalty: 2888.262695
	Iteration 5Q: 3 clusters Score -292667.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -292810.625000 Penalty: 2888.262695
	Iteration 6Q: 3 clusters Score -292810.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -292934.875000 Penalty: 2888.262695
	Iteration 7Q: 3 clusters Score -292934.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -293070.500000 Penalty: 2888.262695
	Iteration 8Q: 3 clusters Score -293070.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -293228.531250 Penalty: 2888.262695
	Iteration 9Q: 3 clusters Score -293228.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -293394.343750 Penalty: 2888.262695
	Iteration 10Q: 3 clusters Score -293394.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -293553.093750 Penalty: 2888.262695
	Iteration 11Q: 3 clusters Score -293553.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -293711.468750 Penalty: 2888.262695
	Iteration 12Q: 3 clusters Score -293711.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -293839.843750 Penalty: 2888.262695
	Iteration 13Q: 3 clusters Score -293839.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -293925.468750 Penalty: 2888.262695
	Iteration 14Q: 3 clusters Score -293925.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -293998.062500 Penalty: 2888.262695
	Iteration 15Q: 3 clusters Score -293998.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -294049.906250 Penalty: 2888.262695
	Iteration 16Q: 3 clusters Score -294049.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -294089.625000 Penalty: 2888.262695
	Iteration 17Q: 3 clusters Score -294089.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -294123.125000 Penalty: 2888.262695
	Iteration 18Q: 3 clusters Score -294123.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -294146.687500 Penalty: 2888.262695
	Iteration 19Q: 3 clusters Score -294146.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -294169.968750 Penalty: 2888.262695
	Iteration 20F: 3 clusters Score -294170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -294193.031250 Penalty: 2888.262695
	Iteration 21Q: 3 clusters Score -294193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -294215.625000 Penalty: 2888.262695
	Iteration 22Q: 3 clusters Score -294215.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -294245.531250 Penalty: 2888.262695
	Iteration 23Q: 3 clusters Score -294245.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -294270.125000 Penalty: 2888.262695
	Iteration 24Q: 3 clusters Score -294270.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -294287.312500 Penalty: 2888.262695
	Iteration 25Q: 3 clusters Score -294287.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -294305.187500 Penalty: 2888.262695
	Iteration 26Q: 3 clusters Score -294305.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -294320.937500 Penalty: 2888.262695
	Iteration 27Q: 3 clusters Score -294320.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -294331.718750 Penalty: 2888.262695
	Iteration 28Q: 3 clusters Score -294331.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -294339.500000 Penalty: 2888.262695
	Iteration 29Q: 3 clusters Score -294339.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -294351.437500 Penalty: 2888.262695
	Iteration 30Q: 3 clusters Score -294351.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -294367.031250 Penalty: 2888.262695
	Iteration 31Q: 3 clusters Score -294367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -294377.000000 Penalty: 2888.262695
	Iteration 32Q: 3 clusters Score -294377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -294386.218750 Penalty: 2888.262695
	Iteration 33Q: 3 clusters Score -294386.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -294391.687500 Penalty: 2888.262695
	Iteration 34Q: 3 clusters Score -294391.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -294394.000000 Penalty: 2888.262695
	Iteration 35Q: 3 clusters Score -294394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -294397.593750 Penalty: 2888.262695
	Iteration 36Q: 3 clusters Score -294397.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -294400.406250 Penalty: 2888.262695
	Iteration 37Q: 3 clusters Score -294400.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -294405.468750 Penalty: 2888.262695
	Iteration 38Q: 3 clusters Score -294405.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -294409.468750 Penalty: 2888.262695
	Iteration 39Q: 3 clusters Score -294409.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -294414.656250 Penalty: 2888.262695
	Iteration 40F: 3 clusters Score -294414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -294416.156250 Penalty: 2888.262695
	Iteration 41Q: 3 clusters Score -294416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -294420.031250 Penalty: 2888.262695
	Iteration 42Q: 3 clusters Score -294420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -294422.593750 Penalty: 2888.262695
	Iteration 43Q: 3 clusters Score -294422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -294424.000000 Penalty: 2888.262695
	Iteration 44Q: 3 clusters Score -294424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -294425.937500 Penalty: 2888.262695
	Iteration 45Q: 3 clusters Score -294425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -294426.031250 Penalty: 2888.262695
	Iteration 46Q: 3 clusters Score -294426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -294426.562500 Penalty: 2888.262695
	Iteration 47Q: 3 clusters Score -294426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -294426.281250 Penalty: 2888.262695
	Iteration 48Q: 3 clusters Score -294426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -294426.281250 Penalty: 2888.262695
	Iteration 49F: 3 clusters Score -294426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (248808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248808 members 
Entering Unmasked Estep 
Score: -12474657.000000 Penalty: 2018.970947
	Iteration 0F: 2 clusters Score -1.247466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124009 members 
Mstep: Class 2 contains 124799 members 
Entering Unmasked Estep 
Score: -12306725.000000 Penalty: 4037.941895
	Iteration 0F: 3 clusters Score -1.230672e+07 nChanged 121342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 134559 members 
Entering Unmasked Estep 
Score: -12378573.000000 Penalty: 4037.941895
	Iteration 1F: 3 clusters Score -1.237857e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107577 members 
Mstep: Class 2 contains 141231 members 
Entering Unmasked Estep 
Score: -12380891.000000 Penalty: 4037.941895
	Iteration 2Q: 3 clusters Score -1.238089e+07 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 151837 members 
Entering Unmasked Estep 
Score: -12385417.000000 Penalty: 4037.941895
	Iteration 3Q: 3 clusters Score -1.238542e+07 nChanged 16290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 168023 members 
Entering Unmasked Estep 
Score: -12395031.000000 Penalty: 4037.941895
	Iteration 4F: 3 clusters Score -1.239503e+07 nChanged 22643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 190650 members 
Entering Unmasked Estep 
Score: -12413547.000000 Penalty: 4037.941895
	Iteration 5F: 3 clusters Score -1.241355e+07 nChanged 25897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 216545 members 
Entering Unmasked Estep 
Score: -12439362.000000 Penalty: 4037.941895
	Iteration 6F: 3 clusters Score -1.243936e+07 nChanged 20190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 236735 members 
Entering Unmasked Estep 
Score: -12460867.000000 Penalty: 4037.941895
	Iteration 7F: 3 clusters Score -1.246087e+07 nChanged 9039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 245774 members 
Entering Unmasked Estep 
Score: -12470054.000000 Penalty: 4037.941895
	Iteration 8Q: 3 clusters Score -1.247005e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 248080 members 
Entering Unmasked Estep 
Score: -12472101.000000 Penalty: 4037.941895
	Iteration 9Q: 3 clusters Score -1.24721e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 248556 members 
Entering Unmasked Estep 
Score: -12472585.000000 Penalty: 4037.941895
	Iteration 10Q: 3 clusters Score -1.247258e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 248640 members 
Entering Unmasked Estep 
Score: -12472761.000000 Penalty: 4037.941895
	Iteration 11Q: 3 clusters Score -1.247276e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 248663 members 
Entering Unmasked Estep 
Score: -12472819.000000 Penalty: 4037.941895
	Iteration 12Q: 3 clusters Score -1.247282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 248667 members 
Entering Unmasked Estep 
Score: -12472852.000000 Penalty: 4037.941895
	Iteration 13Q: 3 clusters Score -1.247285e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248671 members 
Entering Unmasked Estep 
Score: -12472868.000000 Penalty: 4037.941895
	Iteration 14Q: 3 clusters Score -1.247287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248671 members 
Entering Unmasked Estep 
Score: -12472876.000000 Penalty: 4037.941895
	Iteration 15Q: 3 clusters Score -1.247288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 248671 members 
Entering Unmasked Estep 
Score: -12472876.000000 Penalty: 4037.941895
	Iteration 16F: 3 clusters Score -1.247288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -51520.921875 Penalty: 1130.283813
	Iteration 0F: 2 clusters Score -51520.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -50055.738281 Penalty: 2260.567627
	Iteration 0F: 3 clusters Score -50055.74 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -50319.097656 Penalty: 2260.567627
	Iteration 1F: 3 clusters Score -50319.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -50403.316406 Penalty: 2260.567627
	Iteration 2F: 3 clusters Score -50403.32 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -50458.445312 Penalty: 2260.567627
	Iteration 3Q: 3 clusters Score -50458.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -50496.218750 Penalty: 2260.567627
	Iteration 4Q: 3 clusters Score -50496.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -50511.996094 Penalty: 2260.567627
	Iteration 5Q: 3 clusters Score -50512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -50522.875000 Penalty: 2260.567627
	Iteration 6Q: 3 clusters Score -50522.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -50530.046875 Penalty: 2260.567627
	Iteration 7Q: 3 clusters Score -50530.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50535.253906 Penalty: 2260.567627
	Iteration 8Q: 3 clusters Score -50535.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50540.804688 Penalty: 2260.567627
	Iteration 9Q: 3 clusters Score -50540.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50544.183594 Penalty: 2260.567627
	Iteration 10Q: 3 clusters Score -50544.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50546.000000 Penalty: 2260.567627
	Iteration 11Q: 3 clusters Score -50546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -50546.000000 Penalty: 2260.567627
	Iteration 12F: 3 clusters Score -50546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (57020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Entering Unmasked Estep 
Score: -2833077.500000 Penalty: 1779.563110
	Iteration 0F: 2 clusters Score -2833078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -2794995.000000 Penalty: 3559.126221
	Iteration 0F: 3 clusters Score -2794995 nChanged 26734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -2810294.000000 Penalty: 3559.126221
	Iteration 1F: 3 clusters Score -2810294 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -2810923.750000 Penalty: 3559.126221
	Iteration 2Q: 3 clusters Score -2810924 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2811696.750000 Penalty: 3559.126221
	Iteration 3Q: 3 clusters Score -2811697 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2812942.500000 Penalty: 3559.126221
	Iteration 4Q: 3 clusters Score -2812942 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2814814.500000 Penalty: 3559.126221
	Iteration 5F: 3 clusters Score -2814814 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2817575.000000 Penalty: 3559.126221
	Iteration 6F: 3 clusters Score -2817575 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2821025.750000 Penalty: 3559.126221
	Iteration 7F: 3 clusters Score -2821026 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2824541.000000 Penalty: 3559.126221
	Iteration 8F: 3 clusters Score -2824541 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2827272.500000 Penalty: 3559.126221
	Iteration 9F: 3 clusters Score -2827272 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2829094.500000 Penalty: 3559.126221
	Iteration 10Q: 3 clusters Score -2829094 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2830154.750000 Penalty: 3559.126221
	Iteration 11Q: 3 clusters Score -2830155 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2830735.000000 Penalty: 3559.126221
	Iteration 12Q: 3 clusters Score -2830735 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2831077.250000 Penalty: 3559.126221
	Iteration 13Q: 3 clusters Score -2831077 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2831302.250000 Penalty: 3559.126221
	Iteration 14Q: 3 clusters Score -2831302 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2831437.750000 Penalty: 3559.126221
	Iteration 15Q: 3 clusters Score -2831438 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2831521.500000 Penalty: 3559.126221
	Iteration 16Q: 3 clusters Score -2831522 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2831581.750000 Penalty: 3559.126221
	Iteration 17Q: 3 clusters Score -2831582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2831621.000000 Penalty: 3559.126221
	Iteration 18Q: 3 clusters Score -2831621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2831659.000000 Penalty: 3559.126221
	Iteration 19Q: 3 clusters Score -2831659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2831678.000000 Penalty: 3559.126221
	Iteration 20F: 3 clusters Score -2831678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2831684.250000 Penalty: 3559.126221
	Iteration 21Q: 3 clusters Score -2831684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2831692.500000 Penalty: 3559.126221
	Iteration 22Q: 3 clusters Score -2831692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2831697.250000 Penalty: 3559.126221
	Iteration 23Q: 3 clusters Score -2831697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2831712.000000 Penalty: 3559.126221
	Iteration 24Q: 3 clusters Score -2831712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2831716.750000 Penalty: 3559.126221
	Iteration 25Q: 3 clusters Score -2831717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2831724.750000 Penalty: 3559.126221
	Iteration 26Q: 3 clusters Score -2831725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2831735.000000 Penalty: 3559.126221
	Iteration 27Q: 3 clusters Score -2831735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2831735.750000 Penalty: 3559.126221
	Iteration 28Q: 3 clusters Score -2831736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2831738.500000 Penalty: 3559.126221
	Iteration 29Q: 3 clusters Score -2831738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2831742.750000 Penalty: 3559.126221
	Iteration 30Q: 3 clusters Score -2831743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2831743.250000 Penalty: 3559.126221
	Iteration 31Q: 3 clusters Score -2831743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2831741.750000 Penalty: 3559.126221
	Iteration 32Q: 3 clusters Score -2831742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2831746.000000 Penalty: 3559.126221
	Iteration 33Q: 3 clusters Score -2831746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56386 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2831745.250000 Penalty: 3559.126221
	Iteration 34Q: 3 clusters Score -2831745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56387 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2831746.750000 Penalty: 3559.126221
	Iteration 35Q: 3 clusters Score -2831747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2831745.750000 Penalty: 3559.126221
	Iteration 36Q: 3 clusters Score -2831746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2831746.500000 Penalty: 3559.126221
	Iteration 37Q: 3 clusters Score -2831746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2831749.250000 Penalty: 3559.126221
	Iteration 38Q: 3 clusters Score -2831749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2831748.250000 Penalty: 3559.126221
	Iteration 39Q: 3 clusters Score -2831748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56393 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2831748.000000 Penalty: 3559.126221
	Iteration 40F: 3 clusters Score -2831748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Entering Unmasked Estep 
Score: -1640958.375000 Penalty: 1697.387817
	Iteration 0F: 2 clusters Score -1640958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1617801.000000 Penalty: 3394.775635
	Iteration 0F: 3 clusters Score -1617801 nChanged 15761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -1626620.250000 Penalty: 3394.775635
	Iteration 1F: 3 clusters Score -1626620 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1626979.875000 Penalty: 3394.775635
	Iteration 2Q: 3 clusters Score -1626980 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -1627383.125000 Penalty: 3394.775635
	Iteration 3Q: 3 clusters Score -1627383 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1627980.000000 Penalty: 3394.775635
	Iteration 4Q: 3 clusters Score -1627980 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1628897.125000 Penalty: 3394.775635
	Iteration 5Q: 3 clusters Score -1628897 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -1630248.250000 Penalty: 3394.775635
	Iteration 6F: 3 clusters Score -1630248 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1631901.000000 Penalty: 3394.775635
	Iteration 7F: 3 clusters Score -1631901 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1633427.625000 Penalty: 3394.775635
	Iteration 8F: 3 clusters Score -1633428 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1634472.750000 Penalty: 3394.775635
	Iteration 9F: 3 clusters Score -1634473 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -1635074.750000 Penalty: 3394.775635
	Iteration 10Q: 3 clusters Score -1635075 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -1635424.750000 Penalty: 3394.775635
	Iteration 11Q: 3 clusters Score -1635425 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -1635631.875000 Penalty: 3394.775635
	Iteration 12Q: 3 clusters Score -1635632 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -1635818.625000 Penalty: 3394.775635
	Iteration 13Q: 3 clusters Score -1635819 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -1635987.500000 Penalty: 3394.775635
	Iteration 14Q: 3 clusters Score -1635988 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -1636148.500000 Penalty: 3394.775635
	Iteration 15Q: 3 clusters Score -1636148 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -1636323.125000 Penalty: 3394.775635
	Iteration 16Q: 3 clusters Score -1636323 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -1636527.125000 Penalty: 3394.775635
	Iteration 17Q: 3 clusters Score -1636527 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -1636824.250000 Penalty: 3394.775635
	Iteration 18Q: 3 clusters Score -1636824 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -1637198.375000 Penalty: 3394.775635
	Iteration 19Q: 3 clusters Score -1637198 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -1637582.375000 Penalty: 3394.775635
	Iteration 20F: 3 clusters Score -1637582 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -1637906.000000 Penalty: 3394.775635
	Iteration 21Q: 3 clusters Score -1637906 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -1638224.750000 Penalty: 3394.775635
	Iteration 22Q: 3 clusters Score -1638225 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -1638516.875000 Penalty: 3394.775635
	Iteration 23Q: 3 clusters Score -1638517 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -1638783.125000 Penalty: 3394.775635
	Iteration 24Q: 3 clusters Score -1638783 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -1638999.250000 Penalty: 3394.775635
	Iteration 25Q: 3 clusters Score -1638999 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -1639203.750000 Penalty: 3394.775635
	Iteration 26Q: 3 clusters Score -1639204 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -1639362.375000 Penalty: 3394.775635
	Iteration 27Q: 3 clusters Score -1639362 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -1639473.125000 Penalty: 3394.775635
	Iteration 28Q: 3 clusters Score -1639473 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -1639593.125000 Penalty: 3394.775635
	Iteration 29Q: 3 clusters Score -1639593 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -1639687.000000 Penalty: 3394.775635
	Iteration 30Q: 3 clusters Score -1639687 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -1639750.625000 Penalty: 3394.775635
	Iteration 31Q: 3 clusters Score -1639751 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -1639808.125000 Penalty: 3394.775635
	Iteration 32Q: 3 clusters Score -1639808 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -1639863.250000 Penalty: 3394.775635
	Iteration 33Q: 3 clusters Score -1639863 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -1639909.125000 Penalty: 3394.775635
	Iteration 34Q: 3 clusters Score -1639909 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -1639928.875000 Penalty: 3394.775635
	Iteration 35Q: 3 clusters Score -1639929 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -1639958.125000 Penalty: 3394.775635
	Iteration 36Q: 3 clusters Score -1639958 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -1639975.250000 Penalty: 3394.775635
	Iteration 37Q: 3 clusters Score -1639975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -1639997.875000 Penalty: 3394.775635
	Iteration 38Q: 3 clusters Score -1639998 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -1640018.625000 Penalty: 3394.775635
	Iteration 39Q: 3 clusters Score -1640019 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -1640037.875000 Penalty: 3394.775635
	Iteration 40F: 3 clusters Score -1640038 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -1640049.500000 Penalty: 3394.775635
	Iteration 41Q: 3 clusters Score -1640050 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -1640050.500000 Penalty: 3394.775635
	Iteration 42Q: 3 clusters Score -1640050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -1640057.375000 Penalty: 3394.775635
	Iteration 43Q: 3 clusters Score -1640057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -1640068.375000 Penalty: 3394.775635
	Iteration 44Q: 3 clusters Score -1640068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -1640072.000000 Penalty: 3394.775635
	Iteration 45Q: 3 clusters Score -1640072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -1640075.500000 Penalty: 3394.775635
	Iteration 46Q: 3 clusters Score -1640076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -1640082.500000 Penalty: 3394.775635
	Iteration 47Q: 3 clusters Score -1640082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -1640080.500000 Penalty: 3394.775635
	Iteration 48Q: 3 clusters Score -1640080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -1640087.125000 Penalty: 3394.775635
	Iteration 49Q: 3 clusters Score -1640087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -1640088.000000 Penalty: 3394.775635
	Iteration 50Q: 3 clusters Score -1640088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -1640088.875000 Penalty: 3394.775635
	Iteration 51Q: 3 clusters Score -1640089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -1640091.125000 Penalty: 3394.775635
	Iteration 52Q: 3 clusters Score -1640091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -1640087.500000 Penalty: 3394.775635
	Iteration 53Q: 3 clusters Score -1640088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -1640089.250000 Penalty: 3394.775635
	Iteration 54Q: 3 clusters Score -1640089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -1640090.625000 Penalty: 3394.775635
	Iteration 55Q: 3 clusters Score -1640091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -1640087.875000 Penalty: 3394.775635
	Iteration 56Q: 3 clusters Score -1640088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -1640095.750000 Penalty: 3394.775635
	Iteration 57Q: 3 clusters Score -1640096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -1640096.500000 Penalty: 3394.775635
	Iteration 58Q: 3 clusters Score -1640096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -1640096.250000 Penalty: 3394.775635
	Iteration 59Q: 3 clusters Score -1640096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -1640100.500000 Penalty: 3394.775635
	Iteration 60F: 3 clusters Score -1640100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -1640103.875000 Penalty: 3394.775635
	Iteration 61Q: 3 clusters Score -1640104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -1640101.250000 Penalty: 3394.775635
	Iteration 62Q: 3 clusters Score -1640101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -1640104.500000 Penalty: 3394.775635
	Iteration 63Q: 3 clusters Score -1640104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -1640104.625000 Penalty: 3394.775635
	Iteration 64Q: 3 clusters Score -1640105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -1640103.875000 Penalty: 3394.775635
	Iteration 65Q: 3 clusters Score -1640104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -1640103.750000 Penalty: 3394.775635
	Iteration 66Q: 3 clusters Score -1640104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -1640103.250000 Penalty: 3394.775635
	Iteration 67Q: 3 clusters Score -1640103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -1640103.500000 Penalty: 3394.775635
	Iteration 68Q: 3 clusters Score -1640104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -1640103.500000 Penalty: 3394.775635
	Iteration 69F: 3 clusters Score -1640104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Entering Unmasked Estep 
Score: -523858.218750 Penalty: 1508.417236
	Iteration 0F: 2 clusters Score -523858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -516254.687500 Penalty: 3016.834473
	Iteration 0F: 3 clusters Score -516254.7 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -518727.312500 Penalty: 3016.834473
	Iteration 1F: 3 clusters Score -518727.3 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -518961.312500 Penalty: 3016.834473
	Iteration 2F: 3 clusters Score -518961.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -519148.968750 Penalty: 3016.834473
	Iteration 3Q: 3 clusters Score -519149 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -519328.968750 Penalty: 3016.834473
	Iteration 4Q: 3 clusters Score -519329 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -519585.562500 Penalty: 3016.834473
	Iteration 5Q: 3 clusters Score -519585.6 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -520001.218750 Penalty: 3016.834473
	Iteration 6F: 3 clusters Score -520001.2 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -520528.625000 Penalty: 3016.834473
	Iteration 7F: 3 clusters Score -520528.6 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -521148.718750 Penalty: 3016.834473
	Iteration 8F: 3 clusters Score -521148.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -521749.343750 Penalty: 3016.834473
	Iteration 9F: 3 clusters Score -521749.3 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -522334.656250 Penalty: 3016.834473
	Iteration 10F: 3 clusters Score -522334.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -522776.906250 Penalty: 3016.834473
	Iteration 11Q: 3 clusters Score -522776.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -523010.562500 Penalty: 3016.834473
	Iteration 12Q: 3 clusters Score -523010.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -523086.906250 Penalty: 3016.834473
	Iteration 13Q: 3 clusters Score -523086.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -523120.125000 Penalty: 3016.834473
	Iteration 14Q: 3 clusters Score -523120.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -523130.281250 Penalty: 3016.834473
	Iteration 15Q: 3 clusters Score -523130.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -523136.437500 Penalty: 3016.834473
	Iteration 16Q: 3 clusters Score -523136.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -523138.781250 Penalty: 3016.834473
	Iteration 17Q: 3 clusters Score -523138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -523139.437500 Penalty: 3016.834473
	Iteration 18Q: 3 clusters Score -523139.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -523142.218750 Penalty: 3016.834473
	Iteration 19Q: 3 clusters Score -523142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -523140.875000 Penalty: 3016.834473
	Iteration 20F: 3 clusters Score -523140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -523141.562500 Penalty: 3016.834473
	Iteration 21Q: 3 clusters Score -523141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -523141.562500 Penalty: 3016.834473
	Iteration 22F: 3 clusters Score -523141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1011 members 
Mstep: Class 3 contains 38875 members 
Mstep: Class 5 contains 31867 members 
Mstep: Class 6 contains 16269 members 
Mstep: Class 7 contains 7045 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 10 contains 7237 members 
Mstep: Class 11 contains 248808 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 19 contains 57020 members 
Mstep: Class 20 contains 34388 members 
Mstep: Class 21 contains 10749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28169012.000000 Penalty: 32370.800781
Iteration 39Q: 16 clusters Score -2.816901e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1029 members 
Mstep: Class 3 contains 39046 members 
Mstep: Class 4 contains 6057 members 
Mstep: Class 5 contains 31274 members 
Mstep: Class 6 contains 16282 members 
Mstep: Class 7 contains 7594 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 116435 members 
Mstep: Class 10 contains 7344 members 
Mstep: Class 11 contains 249589 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 19 contains 57399 members 
Mstep: Class 20 contains 34735 members 
Mstep: Class 21 contains 10726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28169902.000000 Penalty: 32370.800781
Iteration 40F: 16 clusters Score -2.81699e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1044 members 
Mstep: Class 3 contains 39178 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 30668 members 
Mstep: Class 6 contains 16202 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 116111 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 249672 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 19 contains 57644 members 
Mstep: Class 20 contains 34537 members 
Mstep: Class 21 contains 10710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28170506.000000 Penalty: 32370.800781
Iteration 41Q: 16 clusters Score -2.817051e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 39338 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 30088 members 
Mstep: Class 6 contains 16139 members 
Mstep: Class 7 contains 8422 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 115747 members 
Mstep: Class 10 contains 7435 members 
Mstep: Class 11 contains 249754 members 
Mstep: Class 14 contains 1039 members 
Mstep: Class 19 contains 57916 members 
Mstep: Class 20 contains 34391 members 
Mstep: Class 21 contains 10692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28171014.000000 Penalty: 32370.800781
Iteration 42Q: 16 clusters Score -2.817101e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 39502 members 
Mstep: Class 4 contains 6734 members 
Mstep: Class 5 contains 29521 members 
Mstep: Class 6 contains 16090 members 
Mstep: Class 7 contains 8828 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 115410 members 
Mstep: Class 10 contains 7478 members 
Mstep: Class 11 contains 249794 members 
Mstep: Class 14 contains 1036 members 
Mstep: Class 19 contains 58193 members 
Mstep: Class 20 contains 34257 members 
Mstep: Class 21 contains 10688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28171332.000000 Penalty: 32370.800781
Iteration 43Q: 16 clusters Score -2.817133e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1069 members 
Mstep: Class 3 contains 39642 members 
Mstep: Class 4 contains 6859 members 
Mstep: Class 5 contains 28982 members 
Mstep: Class 6 contains 16060 members 
Mstep: Class 7 contains 9241 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 115141 members 
Mstep: Class 10 contains 7507 members 
Mstep: Class 11 contains 249792 members 
Mstep: Class 14 contains 1032 members 
Mstep: Class 19 contains 58473 members 
Mstep: Class 20 contains 34123 members 
Mstep: Class 21 contains 10682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28171526.000000 Penalty: 32370.800781
Iteration 44Q: 16 clusters Score -2.817153e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1076 members 
Mstep: Class 3 contains 39796 members 
Mstep: Class 4 contains 6960 members 
Mstep: Class 5 contains 28467 members 
Mstep: Class 6 contains 16026 members 
Mstep: Class 7 contains 9658 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 114903 members 
Mstep: Class 10 contains 7522 members 
Mstep: Class 11 contains 249779 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 19 contains 58726 members 
Mstep: Class 20 contains 33974 members 
Mstep: Class 21 contains 10689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28171674.000000 Penalty: 32370.800781
Iteration 45Q: 16 clusters Score -2.817167e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 39963 members 
Mstep: Class 4 contains 7056 members 
Mstep: Class 5 contains 27987 members 
Mstep: Class 6 contains 15984 members 
Mstep: Class 7 contains 10079 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 114701 members 
Mstep: Class 10 contains 7529 members 
Mstep: Class 11 contains 249699 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 19 contains 58963 members 
Mstep: Class 20 contains 33846 members 
Mstep: Class 21 contains 10694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28171986.000000 Penalty: 32370.800781
Iteration 46Q: 16 clusters Score -2.817199e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 40095 members 
Mstep: Class 4 contains 7130 members 
Mstep: Class 5 contains 27566 members 
Mstep: Class 6 contains 15945 members 
Mstep: Class 7 contains 10468 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 9 contains 114516 members 
Mstep: Class 10 contains 7561 members 
Mstep: Class 11 contains 249624 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 19 contains 59192 members 
Mstep: Class 20 contains 33724 members 
Mstep: Class 21 contains 10694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28172176.000000 Penalty: 32370.800781
Iteration 47Q: 16 clusters Score -2.817218e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1086 members 
Mstep: Class 3 contains 40213 members 
Mstep: Class 4 contains 7206 members 
Mstep: Class 5 contains 27174 members 
Mstep: Class 6 contains 15912 members 
Mstep: Class 7 contains 10847 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 114451 members 
Mstep: Class 10 contains 7587 members 
Mstep: Class 11 contains 249460 members 
Mstep: Class 14 contains 1031 members 
Mstep: Class 19 contains 59408 members 
Mstep: Class 20 contains 33566 members 
Mstep: Class 21 contains 10697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28172236.000000 Penalty: 32370.800781
Iteration 48Q: 16 clusters Score -2.817224e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1087 members 
Mstep: Class 3 contains 40320 members 
Mstep: Class 4 contains 7272 members 
Mstep: Class 5 contains 26829 members 
Mstep: Class 6 contains 15874 members 
Mstep: Class 7 contains 11210 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 114356 members 
Mstep: Class 10 contains 7605 members 
Mstep: Class 11 contains 249341 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 19 contains 59606 members 
Mstep: Class 20 contains 33424 members 
Mstep: Class 21 contains 10690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28172412.000000 Penalty: 32370.800781
Iteration 49Q: 16 clusters Score -2.817241e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 40433 members 
Mstep: Class 4 contains 7328 members 
Mstep: Class 5 contains 26510 members 
Mstep: Class 6 contains 15845 members 
Mstep: Class 7 contains 11594 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 9 contains 114251 members 
Mstep: Class 10 contains 7612 members 
Mstep: Class 11 contains 249202 members 
Mstep: Class 14 contains 1024 members 
Mstep: Class 19 contains 59777 members 
Mstep: Class 20 contains 33289 members 
Mstep: Class 21 contains 10693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28172626.000000 Penalty: 32370.800781
Iteration 50Q: 16 clusters Score -2.817263e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 40514 members 
Mstep: Class 4 contains 7376 members 
Mstep: Class 5 contains 26210 members 
Mstep: Class 6 contains 15812 members 
Mstep: Class 7 contains 11973 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 114137 members 
Mstep: Class 10 contains 7621 members 
Mstep: Class 11 contains 249077 members 
Mstep: Class 14 contains 1018 members 
Mstep: Class 19 contains 59961 members 
Mstep: Class 20 contains 33180 members 
Mstep: Class 21 contains 10682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28172752.000000 Penalty: 32370.800781
Iteration 51Q: 16 clusters Score -2.817275e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 40611 members 
Mstep: Class 4 contains 7417 members 
Mstep: Class 5 contains 25906 members 
Mstep: Class 6 contains 15785 members 
Mstep: Class 7 contains 12340 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114031 members 
Mstep: Class 10 contains 7631 members 
Mstep: Class 11 contains 248931 members 
Mstep: Class 14 contains 1008 members 
Mstep: Class 19 contains 60126 members 
Mstep: Class 20 contains 33101 members 
Mstep: Class 21 contains 10677 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 16 clusters Score -2.817291e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 40680 members 
Mstep: Class 4 contains 7457 members 
Mstep: Class 5 contains 25646 members 
Mstep: Class 6 contains 15751 members 
Mstep: Class 7 contains 12735 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113936 members 
Mstep: Class 10 contains 7645 members 
Mstep: Class 11 contains 248780 members 
Mstep: Class 14 contains 1000 members 
Mstep: Class 19 contains 60276 members 
Mstep: Class 20 contains 32993 members 
Mstep: Class 21 contains 10666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 16 clusters Score -2.817305e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 40759 members 
Mstep: Class 4 contains 7489 members 
Mstep: Class 5 contains 25392 members 
Mstep: Class 6 contains 15718 members 
Mstep: Class 7 contains 13085 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 113866 members 
Mstep: Class 10 contains 7659 members 
Mstep: Class 11 contains 248608 members 
Mstep: Class 14 contains 991 members 
Mstep: Class 19 contains 60433 members 
Mstep: Class 20 contains 32906 members 
Mstep: Class 21 contains 10663 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 16 clusters Score -2.817315e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1088 members 
Mstep: Class 3 contains 40839 members 
Mstep: Class 4 contains 7520 members 
Mstep: Class 5 contains 25128 members 
Mstep: Class 6 contains 15684 members 
Mstep: Class 7 contains 13412 members 
Mstep: Class 8 contains 604 members 
Mstep: Class 9 contains 113839 members 
Mstep: Class 10 contains 7660 members 
Mstep: Class 11 contains 248437 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 19 contains 60588 members 
Mstep: Class 20 contains 32822 members 
Mstep: Class 21 contains 10658 members 
Entering Unmasked Estep 
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Iteration 55Q: 16 clusters Score -2.81732e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 40930 members 
Mstep: Class 4 contains 7545 members 
Mstep: Class 5 contains 24874 members 
Mstep: Class 6 contains 15649 members 
Mstep: Class 7 contains 13705 members 
Mstep: Class 8 contains 605 members 
Mstep: Class 9 contains 113818 members 
Mstep: Class 10 contains 7665 members 
Mstep: Class 11 contains 248268 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 19 contains 60726 members 
Mstep: Class 20 contains 32760 members 
Mstep: Class 21 contains 10645 members 
Entering Unmasked Estep 
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Iteration 56Q: 16 clusters Score -2.817324e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 41000 members 
Mstep: Class 4 contains 7570 members 
Mstep: Class 5 contains 24650 members 
Mstep: Class 6 contains 15607 members 
Mstep: Class 7 contains 13966 members 
Mstep: Class 8 contains 605 members 
Mstep: Class 9 contains 113779 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 248113 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 19 contains 60853 members 
Mstep: Class 20 contains 32729 members 
Mstep: Class 21 contains 10648 members 
Entering Unmasked Estep 
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Iteration 57Q: 16 clusters Score -2.817331e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 41089 members 
Mstep: Class 4 contains 7584 members 
Mstep: Class 5 contains 24429 members 
Mstep: Class 6 contains 15571 members 
Mstep: Class 7 contains 14207 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 113762 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 247950 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 19 contains 60958 members 
Mstep: Class 20 contains 32708 members 
Mstep: Class 21 contains 10652 members 
Entering Unmasked Estep 
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Iteration 58Q: 16 clusters Score -2.817324e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 41156 members 
Mstep: Class 4 contains 7600 members 
Mstep: Class 5 contains 24229 members 
Mstep: Class 6 contains 15538 members 
Mstep: Class 7 contains 14453 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113750 members 
Mstep: Class 10 contains 7687 members 
Mstep: Class 11 contains 247807 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 19 contains 61056 members 
Mstep: Class 20 contains 32661 members 
Mstep: Class 21 contains 10656 members 
Entering Unmasked Estep 
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Iteration 59Q: 16 clusters Score -2.817332e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 41222 members 
Mstep: Class 4 contains 7616 members 
Mstep: Class 5 contains 24049 members 
Mstep: Class 6 contains 15502 members 
Mstep: Class 7 contains 14682 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113780 members 
Mstep: Class 10 contains 7685 members 
Mstep: Class 11 contains 247624 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 19 contains 61156 members 
Mstep: Class 20 contains 32612 members 
Mstep: Class 21 contains 10666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 16 clusters Score -2.817344e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 41282 members 
Mstep: Class 4 contains 7628 members 
Mstep: Class 5 contains 23869 members 
Mstep: Class 6 contains 15469 members 
Mstep: Class 7 contains 15043 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113789 members 
Mstep: Class 10 contains 7695 members 
Mstep: Class 11 contains 247426 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 19 contains 61251 members 
Mstep: Class 20 contains 32476 members 
Mstep: Class 21 contains 10667 members 
Entering Unmasked Estep 
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Iteration 61Q: 16 clusters Score -2.817358e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 41335 members 
Mstep: Class 4 contains 7642 members 
Mstep: Class 5 contains 23707 members 
Mstep: Class 6 contains 15444 members 
Mstep: Class 7 contains 15450 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113766 members 
Mstep: Class 10 contains 7706 members 
Mstep: Class 11 contains 247245 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 19 contains 61332 members 
Mstep: Class 20 contains 32310 members 
Mstep: Class 21 contains 10659 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 16 clusters Score -2.817365e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 41368 members 
Mstep: Class 4 contains 7663 members 
Mstep: Class 5 contains 23566 members 
Mstep: Class 6 contains 15415 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113775 members 
Mstep: Class 10 contains 7704 members 
Mstep: Class 11 contains 247040 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 19 contains 61421 members 
Mstep: Class 20 contains 32162 members 
Mstep: Class 21 contains 10650 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 16 clusters Score -2.817368e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1093 members 
Mstep: Class 3 contains 41415 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 23423 members 
Mstep: Class 6 contains 15390 members 
Mstep: Class 7 contains 16189 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113812 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 11 contains 246825 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 19 contains 61508 members 
Mstep: Class 20 contains 32017 members 
Mstep: Class 21 contains 10637 members 
Entering Unmasked Estep 
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Score: -28173746.000000 Penalty: 32370.800781
Iteration 64Q: 16 clusters Score -2.817375e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1092 members 
Mstep: Class 3 contains 41448 members 
Mstep: Class 4 contains 7693 members 
Mstep: Class 5 contains 23285 members 
Mstep: Class 6 contains 15357 members 
Mstep: Class 7 contains 16548 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113837 members 
Mstep: Class 10 contains 7702 members 
Mstep: Class 11 contains 246621 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 19 contains 61607 members 
Mstep: Class 20 contains 31869 members 
Mstep: Class 21 contains 10629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28173748.000000 Penalty: 32370.800781
Iteration 65Q: 16 clusters Score -2.817375e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 41482 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 23152 members 
Mstep: Class 6 contains 15327 members 
Mstep: Class 7 contains 16907 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113843 members 
Mstep: Class 10 contains 7698 members 
Mstep: Class 11 contains 246439 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 19 contains 61697 members 
Mstep: Class 20 contains 31720 members 
Mstep: Class 21 contains 10616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28173882.000000 Penalty: 32370.800781
Iteration 66Q: 16 clusters Score -2.817388e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 41526 members 
Mstep: Class 4 contains 7739 members 
Mstep: Class 5 contains 23018 members 
Mstep: Class 6 contains 15300 members 
Mstep: Class 7 contains 17239 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113863 members 
Mstep: Class 10 contains 7697 members 
Mstep: Class 11 contains 246270 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 19 contains 61772 members 
Mstep: Class 20 contains 31576 members 
Mstep: Class 21 contains 10603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28173880.000000 Penalty: 32370.800781
Iteration 67Q: 16 clusters Score -2.817388e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 41561 members 
Mstep: Class 4 contains 7753 members 
Mstep: Class 5 contains 22898 members 
Mstep: Class 6 contains 15269 members 
Mstep: Class 7 contains 17563 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 113926 members 
Mstep: Class 10 contains 7686 members 
Mstep: Class 11 contains 246069 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 19 contains 61850 members 
Mstep: Class 20 contains 31444 members 
Mstep: Class 21 contains 10586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28173880.000000 Penalty: 32370.800781
Iteration 68Q: 16 clusters Score -2.817388e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 41579 members 
Mstep: Class 4 contains 7762 members 
Mstep: Class 5 contains 22777 members 
Mstep: Class 6 contains 15234 members 
Mstep: Class 7 contains 17888 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 113989 members 
Mstep: Class 10 contains 7675 members 
Mstep: Class 11 contains 245870 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 61945 members 
Mstep: Class 20 contains 31314 members 
Mstep: Class 21 contains 10571 members 
Entering Unmasked Estep 
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Iteration 69Q: 16 clusters Score -2.817399e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 41590 members 
Mstep: Class 4 contains 7772 members 
Mstep: Class 5 contains 22673 members 
Mstep: Class 6 contains 15207 members 
Mstep: Class 7 contains 18194 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 114055 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 245632 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62044 members 
Mstep: Class 20 contains 31208 members 
Mstep: Class 21 contains 10561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28174038.000000 Penalty: 32370.800781
Iteration 70Q: 16 clusters Score -2.817404e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 41607 members 
Mstep: Class 4 contains 7778 members 
Mstep: Class 5 contains 22574 members 
Mstep: Class 6 contains 15180 members 
Mstep: Class 7 contains 18476 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 114120 members 
Mstep: Class 10 contains 7671 members 
Mstep: Class 11 contains 245415 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62122 members 
Mstep: Class 20 contains 31108 members 
Mstep: Class 21 contains 10560 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 16 clusters Score -2.817401e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 41620 members 
Mstep: Class 4 contains 7779 members 
Mstep: Class 5 contains 22494 members 
Mstep: Class 6 contains 15151 members 
Mstep: Class 7 contains 18763 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 114151 members 
Mstep: Class 10 contains 7676 members 
Mstep: Class 11 contains 245200 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62194 members 
Mstep: Class 20 contains 31022 members 
Mstep: Class 21 contains 10565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 16 clusters Score -2.817406e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 41633 members 
Mstep: Class 4 contains 7782 members 
Mstep: Class 5 contains 22423 members 
Mstep: Class 6 contains 15114 members 
Mstep: Class 7 contains 19034 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 114195 members 
Mstep: Class 10 contains 7676 members 
Mstep: Class 11 contains 244981 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62274 members 
Mstep: Class 20 contains 30938 members 
Mstep: Class 21 contains 10566 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 16 clusters Score -2.817414e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 41648 members 
Mstep: Class 4 contains 7786 members 
Mstep: Class 5 contains 22360 members 
Mstep: Class 6 contains 15078 members 
Mstep: Class 7 contains 19312 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 114208 members 
Mstep: Class 10 contains 7672 members 
Mstep: Class 11 contains 244809 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62340 members 
Mstep: Class 20 contains 30849 members 
Mstep: Class 21 contains 10558 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 16 clusters Score -2.817418e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1094 members 
Mstep: Class 3 contains 41676 members 
Mstep: Class 4 contains 7788 members 
Mstep: Class 5 contains 22300 members 
Mstep: Class 6 contains 15047 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 114176 members 
Mstep: Class 10 contains 7664 members 
Mstep: Class 11 contains 244664 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62382 members 
Mstep: Class 20 contains 30762 members 
Mstep: Class 21 contains 10556 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 75Q: 16 clusters Score -2.817432e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1096 members 
Mstep: Class 3 contains 41712 members 
Mstep: Class 4 contains 7793 members 
Mstep: Class 5 contains 22235 members 
Mstep: Class 6 contains 15016 members 
Mstep: Class 7 contains 19898 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 114137 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 244523 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62432 members 
Mstep: Class 20 contains 30677 members 
Mstep: Class 21 contains 10552 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 76Q: 16 clusters Score -2.817433e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1098 members 
Mstep: Class 3 contains 41747 members 
Mstep: Class 4 contains 7801 members 
Mstep: Class 5 contains 22172 members 
Mstep: Class 6 contains 14990 members 
Mstep: Class 7 contains 20169 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114117 members 
Mstep: Class 10 contains 7630 members 
Mstep: Class 11 contains 244379 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62485 members 
Mstep: Class 20 contains 30586 members 
Mstep: Class 21 contains 10551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28174320.000000 Penalty: 32370.800781
Iteration 77Q: 16 clusters Score -2.817432e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1100 members 
Mstep: Class 3 contains 41772 members 
Mstep: Class 4 contains 7804 members 
Mstep: Class 5 contains 22115 members 
Mstep: Class 6 contains 14965 members 
Mstep: Class 7 contains 20408 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114111 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 244243 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62526 members 
Mstep: Class 20 contains 30526 members 
Mstep: Class 21 contains 10544 members 
Entering Unmasked Estep 
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Iteration 78Q: 16 clusters Score -2.817435e+07 nChanged 629
Entering ConstructFrom: 
Score: -28174352.000000 Penalty: 32370.800781
Entering ConstructFrom: 
Trying to split cluster 1 (6245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Entering Unmasked Estep 
Score: -291329.500000 Penalty: 1420.174683
	Iteration 0F: 2 clusters Score -291329.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -286528.281250 Penalty: 2840.349365
	Iteration 0F: 3 clusters Score -286528.3 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -287921.781250 Penalty: 2840.349365
	Iteration 1F: 3 clusters Score -287921.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -288190.062500 Penalty: 2840.349365
	Iteration 2F: 3 clusters Score -288190.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -288487.968750 Penalty: 2840.349365
	Iteration 3F: 3 clusters Score -288488 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -288812.875000 Penalty: 2840.349365
	Iteration 4F: 3 clusters Score -288812.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -289176.031250 Penalty: 2840.349365
	Iteration 5F: 3 clusters Score -289176 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -289519.125000 Penalty: 2840.349365
	Iteration 6F: 3 clusters Score -289519.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -289781.531250 Penalty: 2840.349365
	Iteration 7F: 3 clusters Score -289781.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -290026.968750 Penalty: 2840.349365
	Iteration 8Q: 3 clusters Score -290027 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -290197.562500 Penalty: 2840.349365
	Iteration 9Q: 3 clusters Score -290197.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -290295.593750 Penalty: 2840.349365
	Iteration 10Q: 3 clusters Score -290295.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -290361.125000 Penalty: 2840.349365
	Iteration 11Q: 3 clusters Score -290361.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -290399.156250 Penalty: 2840.349365
	Iteration 12Q: 3 clusters Score -290399.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -290421.718750 Penalty: 2840.349365
	Iteration 13Q: 3 clusters Score -290421.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -290435.718750 Penalty: 2840.349365
	Iteration 14Q: 3 clusters Score -290435.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -290446.500000 Penalty: 2840.349365
	Iteration 15Q: 3 clusters Score -290446.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -290456.218750 Penalty: 2840.349365
	Iteration 16Q: 3 clusters Score -290456.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -290467.500000 Penalty: 2840.349365
	Iteration 17Q: 3 clusters Score -290467.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -290476.125000 Penalty: 2840.349365
	Iteration 18Q: 3 clusters Score -290476.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -290484.750000 Penalty: 2840.349365
	Iteration 19Q: 3 clusters Score -290484.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -290495.937500 Penalty: 2840.349365
	Iteration 20F: 3 clusters Score -290495.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -290502.875000 Penalty: 2840.349365
	Iteration 21Q: 3 clusters Score -290502.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -290505.687500 Penalty: 2840.349365
	Iteration 22Q: 3 clusters Score -290505.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -290509.406250 Penalty: 2840.349365
	Iteration 23Q: 3 clusters Score -290509.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -290511.906250 Penalty: 2840.349365
	Iteration 24Q: 3 clusters Score -290511.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -290516.500000 Penalty: 2840.349365
	Iteration 25Q: 3 clusters Score -290516.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -290521.093750 Penalty: 2840.349365
	Iteration 26Q: 3 clusters Score -290521.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -290528.875000 Penalty: 2840.349365
	Iteration 27Q: 3 clusters Score -290528.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -290534.656250 Penalty: 2840.349365
	Iteration 28Q: 3 clusters Score -290534.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -290543.093750 Penalty: 2840.349365
	Iteration 29Q: 3 clusters Score -290543.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -290553.937500 Penalty: 2840.349365
	Iteration 30Q: 3 clusters Score -290553.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -290570.250000 Penalty: 2840.349365
	Iteration 31Q: 3 clusters Score -290570.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -290584.093750 Penalty: 2840.349365
	Iteration 32Q: 3 clusters Score -290584.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -290598.125000 Penalty: 2840.349365
	Iteration 33Q: 3 clusters Score -290598.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -290614.718750 Penalty: 2840.349365
	Iteration 34Q: 3 clusters Score -290614.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -290629.000000 Penalty: 2840.349365
	Iteration 35Q: 3 clusters Score -290629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -290642.343750 Penalty: 2840.349365
	Iteration 36Q: 3 clusters Score -290642.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -290654.281250 Penalty: 2840.349365
	Iteration 37Q: 3 clusters Score -290654.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -290663.937500 Penalty: 2840.349365
	Iteration 38Q: 3 clusters Score -290663.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -290673.250000 Penalty: 2840.349365
	Iteration 39Q: 3 clusters Score -290673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -290680.906250 Penalty: 2840.349365
	Iteration 40F: 3 clusters Score -290680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -290686.531250 Penalty: 2840.349365
	Iteration 41Q: 3 clusters Score -290686.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -290690.500000 Penalty: 2840.349365
	Iteration 42Q: 3 clusters Score -290690.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -290694.437500 Penalty: 2840.349365
	Iteration 43Q: 3 clusters Score -290694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -290696.250000 Penalty: 2840.349365
	Iteration 44Q: 3 clusters Score -290696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -290697.281250 Penalty: 2840.349365
	Iteration 45Q: 3 clusters Score -290697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -290698.531250 Penalty: 2840.349365
	Iteration 46Q: 3 clusters Score -290698.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -290698.531250 Penalty: 2840.349365
	Iteration 47F: 3 clusters Score -290698.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Entering Unmasked Estep 
Score: -43856.007812 Penalty: 1138.145752
	Iteration 0F: 2 clusters Score -43856.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -42353.031250 Penalty: 2276.291504
	Iteration 0F: 3 clusters Score -42353.03 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -42721.503906 Penalty: 2276.291504
	Iteration 1F: 3 clusters Score -42721.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -42939.917969 Penalty: 2276.291504
	Iteration 2F: 3 clusters Score -42939.92 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43163.855469 Penalty: 2276.291504
	Iteration 3F: 3 clusters Score -43163.86 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -43381.445312 Penalty: 2276.291504
	Iteration 4F: 3 clusters Score -43381.45 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -43583.406250 Penalty: 2276.291504
	Iteration 5F: 3 clusters Score -43583.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43682.957031 Penalty: 2276.291504
	Iteration 6Q: 3 clusters Score -43682.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -43726.726562 Penalty: 2276.291504
	Iteration 7Q: 3 clusters Score -43726.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43746.910156 Penalty: 2276.291504
	Iteration 8Q: 3 clusters Score -43746.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43758.972656 Penalty: 2276.291504
	Iteration 9Q: 3 clusters Score -43758.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -43760.984375 Penalty: 2276.291504
	Iteration 10Q: 3 clusters Score -43760.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -43760.984375 Penalty: 2276.291504
	Iteration 11F: 3 clusters Score -43760.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Entering Unmasked Estep 
Score: -2098045.500000 Penalty: 1729.125244
	Iteration 0F: 2 clusters Score -2098046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2069992.000000 Penalty: 3458.250488
	Iteration 0F: 3 clusters Score -2069992 nChanged 19445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2081185.125000 Penalty: 3458.250488
	Iteration 1F: 3 clusters Score -2081185 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2081845.375000 Penalty: 3458.250488
	Iteration 2Q: 3 clusters Score -2081845 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2082676.375000 Penalty: 3458.250488
	Iteration 3Q: 3 clusters Score -2082676 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -2083713.625000 Penalty: 3458.250488
	Iteration 4F: 3 clusters Score -2083714 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -2085140.125000 Penalty: 3458.250488
	Iteration 5F: 3 clusters Score -2085140 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -2087121.750000 Penalty: 3458.250488
	Iteration 6F: 3 clusters Score -2087122 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -2089464.250000 Penalty: 3458.250488
	Iteration 7F: 3 clusters Score -2089464 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2091466.500000 Penalty: 3458.250488
	Iteration 8F: 3 clusters Score -2091466 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2092584.125000 Penalty: 3458.250488
	Iteration 9Q: 3 clusters Score -2092584 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -2093015.875000 Penalty: 3458.250488
	Iteration 10Q: 3 clusters Score -2093016 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -2093244.125000 Penalty: 3458.250488
	Iteration 11Q: 3 clusters Score -2093244 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -2093405.625000 Penalty: 3458.250488
	Iteration 12Q: 3 clusters Score -2093406 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -2093543.125000 Penalty: 3458.250488
	Iteration 13Q: 3 clusters Score -2093543 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -2093661.625000 Penalty: 3458.250488
	Iteration 14Q: 3 clusters Score -2093662 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -2093798.625000 Penalty: 3458.250488
	Iteration 15Q: 3 clusters Score -2093799 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -2093904.500000 Penalty: 3458.250488
	Iteration 16Q: 3 clusters Score -2093904 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -2094035.750000 Penalty: 3458.250488
	Iteration 17Q: 3 clusters Score -2094036 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -2094135.750000 Penalty: 3458.250488
	Iteration 18Q: 3 clusters Score -2094136 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -2094232.750000 Penalty: 3458.250488
	Iteration 19Q: 3 clusters Score -2094233 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -2094335.000000 Penalty: 3458.250488
	Iteration 20F: 3 clusters Score -2094335 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -2094425.000000 Penalty: 3458.250488
	Iteration 21Q: 3 clusters Score -2094425 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -2094530.750000 Penalty: 3458.250488
	Iteration 22Q: 3 clusters Score -2094531 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -2094628.625000 Penalty: 3458.250488
	Iteration 23Q: 3 clusters Score -2094629 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -2094725.250000 Penalty: 3458.250488
	Iteration 24Q: 3 clusters Score -2094725 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -2094825.625000 Penalty: 3458.250488
	Iteration 25Q: 3 clusters Score -2094826 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -2094940.625000 Penalty: 3458.250488
	Iteration 26Q: 3 clusters Score -2094941 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -2095025.125000 Penalty: 3458.250488
	Iteration 27Q: 3 clusters Score -2095025 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -2095121.375000 Penalty: 3458.250488
	Iteration 28Q: 3 clusters Score -2095121 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -2095209.875000 Penalty: 3458.250488
	Iteration 29Q: 3 clusters Score -2095210 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -2095294.000000 Penalty: 3458.250488
	Iteration 30Q: 3 clusters Score -2095294 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -2095361.500000 Penalty: 3458.250488
	Iteration 31Q: 3 clusters Score -2095362 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -2095443.125000 Penalty: 3458.250488
	Iteration 32Q: 3 clusters Score -2095443 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -2095519.000000 Penalty: 3458.250488
	Iteration 33Q: 3 clusters Score -2095519 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -2095604.000000 Penalty: 3458.250488
	Iteration 34Q: 3 clusters Score -2095604 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -2095682.375000 Penalty: 3458.250488
	Iteration 35Q: 3 clusters Score -2095682 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -2095769.875000 Penalty: 3458.250488
	Iteration 36Q: 3 clusters Score -2095770 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -2095848.000000 Penalty: 3458.250488
	Iteration 37Q: 3 clusters Score -2095848 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -2095911.250000 Penalty: 3458.250488
	Iteration 38Q: 3 clusters Score -2095911 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -2095986.750000 Penalty: 3458.250488
	Iteration 39Q: 3 clusters Score -2095987 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -2096046.875000 Penalty: 3458.250488
	Iteration 40F: 3 clusters Score -2096047 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -2096105.875000 Penalty: 3458.250488
	Iteration 41Q: 3 clusters Score -2096106 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -2096182.250000 Penalty: 3458.250488
	Iteration 42Q: 3 clusters Score -2096182 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -2096251.250000 Penalty: 3458.250488
	Iteration 43Q: 3 clusters Score -2096251 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -2096318.250000 Penalty: 3458.250488
	Iteration 44Q: 3 clusters Score -2096318 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -2096369.875000 Penalty: 3458.250488
	Iteration 45Q: 3 clusters Score -2096370 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -2096430.375000 Penalty: 3458.250488
	Iteration 46Q: 3 clusters Score -2096430 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -2096464.625000 Penalty: 3458.250488
	Iteration 47Q: 3 clusters Score -2096465 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -2096508.375000 Penalty: 3458.250488
	Iteration 48Q: 3 clusters Score -2096508 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -2096559.250000 Penalty: 3458.250488
	Iteration 49Q: 3 clusters Score -2096559 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -2096594.250000 Penalty: 3458.250488
	Iteration 50Q: 3 clusters Score -2096594 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -2096621.250000 Penalty: 3458.250488
	Iteration 51Q: 3 clusters Score -2096621 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -2096657.750000 Penalty: 3458.250488
	Iteration 52Q: 3 clusters Score -2096658 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -2096697.875000 Penalty: 3458.250488
	Iteration 53Q: 3 clusters Score -2096698 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -2096725.125000 Penalty: 3458.250488
	Iteration 54Q: 3 clusters Score -2096725 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -2096749.500000 Penalty: 3458.250488
	Iteration 55Q: 3 clusters Score -2096750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -2096774.750000 Penalty: 3458.250488
	Iteration 56Q: 3 clusters Score -2096775 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -2096792.375000 Penalty: 3458.250488
	Iteration 57Q: 3 clusters Score -2096792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -2096808.000000 Penalty: 3458.250488
	Iteration 58Q: 3 clusters Score -2096808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -2096812.250000 Penalty: 3458.250488
	Iteration 59Q: 3 clusters Score -2096812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -2096824.750000 Penalty: 3458.250488
	Iteration 60F: 3 clusters Score -2096825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -2096834.625000 Penalty: 3458.250488
	Iteration 61Q: 3 clusters Score -2096835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -2096840.750000 Penalty: 3458.250488
	Iteration 62Q: 3 clusters Score -2096841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -2096850.125000 Penalty: 3458.250488
	Iteration 63Q: 3 clusters Score -2096850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -2096851.750000 Penalty: 3458.250488
	Iteration 64Q: 3 clusters Score -2096852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -2096861.500000 Penalty: 3458.250488
	Iteration 65Q: 3 clusters Score -2096862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -2096863.875000 Penalty: 3458.250488
	Iteration 66Q: 3 clusters Score -2096864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -2096873.125000 Penalty: 3458.250488
	Iteration 67Q: 3 clusters Score -2096873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -2096879.750000 Penalty: 3458.250488
	Iteration 68Q: 3 clusters Score -2096880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -2096884.750000 Penalty: 3458.250488
	Iteration 69Q: 3 clusters Score -2096885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -2096887.625000 Penalty: 3458.250488
	Iteration 70Q: 3 clusters Score -2096888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -2096891.000000 Penalty: 3458.250488
	Iteration 71Q: 3 clusters Score -2096891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -2096891.125000 Penalty: 3458.250488
	Iteration 72Q: 3 clusters Score -2096891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -2096893.250000 Penalty: 3458.250488
	Iteration 73Q: 3 clusters Score -2096893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -2096896.000000 Penalty: 3458.250488
	Iteration 74Q: 3 clusters Score -2096896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -2096892.250000 Penalty: 3458.250488
	Iteration 75Q: 3 clusters Score -2096892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -2096891.625000 Penalty: 3458.250488
	Iteration 76Q: 3 clusters Score -2096892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -2096896.125000 Penalty: 3458.250488
	Iteration 77Q: 3 clusters Score -2096896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -2096898.875000 Penalty: 3458.250488
	Iteration 78Q: 3 clusters Score -2096899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -2096899.625000 Penalty: 3458.250488
	Iteration 79Q: 3 clusters Score -2096900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -2096901.625000 Penalty: 3458.250488
	Iteration 80F: 3 clusters Score -2096902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -2096900.250000 Penalty: 3458.250488
	Iteration 81Q: 3 clusters Score -2096900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -2096903.250000 Penalty: 3458.250488
	Iteration 82Q: 3 clusters Score -2096903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -2096901.625000 Penalty: 3458.250488
	Iteration 83Q: 3 clusters Score -2096902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -2096901.125000 Penalty: 3458.250488
	Iteration 84Q: 3 clusters Score -2096901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -2096902.250000 Penalty: 3458.250488
	Iteration 85Q: 3 clusters Score -2096902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -2096904.875000 Penalty: 3458.250488
	Iteration 86Q: 3 clusters Score -2096905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -2096905.750000 Penalty: 3458.250488
	Iteration 87Q: 3 clusters Score -2096906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -2096906.875000 Penalty: 3458.250488
	Iteration 88Q: 3 clusters Score -2096907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -2096910.125000 Penalty: 3458.250488
	Iteration 89Q: 3 clusters Score -2096910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -2096909.875000 Penalty: 3458.250488
	Iteration 90Q: 3 clusters Score -2096910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -2096911.875000 Penalty: 3458.250488
	Iteration 91Q: 3 clusters Score -2096912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -2096909.875000 Penalty: 3458.250488
	Iteration 92Q: 3 clusters Score -2096910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -2096912.000000 Penalty: 3458.250488
	Iteration 93Q: 3 clusters Score -2096912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -2096914.250000 Penalty: 3458.250488
	Iteration 94Q: 3 clusters Score -2096914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -2096918.125000 Penalty: 3458.250488
	Iteration 95Q: 3 clusters Score -2096918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -2096918.500000 Penalty: 3458.250488
	Iteration 96Q: 3 clusters Score -2096918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -2096918.000000 Penalty: 3458.250488
	Iteration 97Q: 3 clusters Score -2096918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -2096917.625000 Penalty: 3458.250488
	Iteration 98Q: 3 clusters Score -2096918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -2096916.625000 Penalty: 3458.250488
	Iteration 99Q: 3 clusters Score -2096917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -2096918.625000 Penalty: 3458.250488
	Iteration 100F: 3 clusters Score -2096919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -2096921.250000 Penalty: 3458.250488
	Iteration 101Q: 3 clusters Score -2096921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -2096924.000000 Penalty: 3458.250488
	Iteration 102Q: 3 clusters Score -2096924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -2096923.250000 Penalty: 3458.250488
	Iteration 103Q: 3 clusters Score -2096923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -2096922.000000 Penalty: 3458.250488
	Iteration 104Q: 3 clusters Score -2096922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -2096922.125000 Penalty: 3458.250488
	Iteration 105Q: 3 clusters Score -2096922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -2096922.125000 Penalty: 3458.250488
	Iteration 106Q: 3 clusters Score -2096922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -2096923.875000 Penalty: 3458.250488
	Iteration 107Q: 3 clusters Score -2096924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -2096921.125000 Penalty: 3458.250488
	Iteration 108Q: 3 clusters Score -2096921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -2096923.000000 Penalty: 3458.250488
	Iteration 109Q: 3 clusters Score -2096923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -2096925.375000 Penalty: 3458.250488
	Iteration 110Q: 3 clusters Score -2096925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -2096926.250000 Penalty: 3458.250488
	Iteration 111Q: 3 clusters Score -2096926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -2096928.250000 Penalty: 3458.250488
	Iteration 112Q: 3 clusters Score -2096928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -2096928.375000 Penalty: 3458.250488
	Iteration 113Q: 3 clusters Score -2096928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -2096926.500000 Penalty: 3458.250488
	Iteration 114Q: 3 clusters Score -2096926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -2096927.375000 Penalty: 3458.250488
	Iteration 115Q: 3 clusters Score -2096927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -2096925.625000 Penalty: 3458.250488
	Iteration 116Q: 3 clusters Score -2096926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -2096927.875000 Penalty: 3458.250488
	Iteration 117Q: 3 clusters Score -2096928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -2096929.125000 Penalty: 3458.250488
	Iteration 118Q: 3 clusters Score -2096929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -2096929.125000 Penalty: 3458.250488
	Iteration 119F: 3 clusters Score -2096929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Entering Unmasked Estep 
Score: -346427.781250 Penalty: 1456.430420
	Iteration 0F: 2 clusters Score -346427.8 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 3843 members 
Entering Unmasked Estep 
Score: -340694.906250 Penalty: 2912.860840
	Iteration 0F: 3 clusters Score -340694.9 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -342625.687500 Penalty: 2912.860840
	Iteration 1F: 3 clusters Score -342625.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -342964.000000 Penalty: 2912.860840
	Iteration 2F: 3 clusters Score -342964 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -343319.125000 Penalty: 2912.860840
	Iteration 3F: 3 clusters Score -343319.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -343650.843750 Penalty: 2912.860840
	Iteration 4F: 3 clusters Score -343650.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -343939.968750 Penalty: 2912.860840
	Iteration 5F: 3 clusters Score -343940 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -344158.218750 Penalty: 2912.860840
	Iteration 6Q: 3 clusters Score -344158.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -344351.250000 Penalty: 2912.860840
	Iteration 7Q: 3 clusters Score -344351.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -344544.062500 Penalty: 2912.860840
	Iteration 8Q: 3 clusters Score -344544.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -344729.281250 Penalty: 2912.860840
	Iteration 9Q: 3 clusters Score -344729.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -344971.687500 Penalty: 2912.860840
	Iteration 10Q: 3 clusters Score -344971.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -345340.468750 Penalty: 2912.860840
	Iteration 11Q: 3 clusters Score -345340.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -345746.687500 Penalty: 2912.860840
	Iteration 12Q: 3 clusters Score -345746.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -346054.750000 Penalty: 2912.860840
	Iteration 13Q: 3 clusters Score -346054.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -346295.812500 Penalty: 2912.860840
	Iteration 14Q: 3 clusters Score -346295.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -346526.468750 Penalty: 2912.860840
	Iteration 15Q: 3 clusters Score -346526.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -346784.625000 Penalty: 2912.860840
	Iteration 16Q: 3 clusters Score -346784.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -347072.375000 Penalty: 2912.860840
	Iteration 17Q: 3 clusters Score -347072.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -347282.093750 Penalty: 2912.860840
	Iteration 18Q: 3 clusters Score -347282.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -347383.375000 Penalty: 2912.860840
	Iteration 19Q: 3 clusters Score -347383.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -347422.031250 Penalty: 2912.860840
	Iteration 20F: 3 clusters Score -347422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -347437.625000 Penalty: 2912.860840
	Iteration 21Q: 3 clusters Score -347437.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -347447.750000 Penalty: 2912.860840
	Iteration 22Q: 3 clusters Score -347447.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -347456.218750 Penalty: 2912.860840
	Iteration 23Q: 3 clusters Score -347456.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -347462.937500 Penalty: 2912.860840
	Iteration 24Q: 3 clusters Score -347462.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -347466.531250 Penalty: 2912.860840
	Iteration 25Q: 3 clusters Score -347466.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -347471.375000 Penalty: 2912.860840
	Iteration 26Q: 3 clusters Score -347471.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -347474.781250 Penalty: 2912.860840
	Iteration 27Q: 3 clusters Score -347474.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -347477.218750 Penalty: 2912.860840
	Iteration 28Q: 3 clusters Score -347477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -347479.562500 Penalty: 2912.860840
	Iteration 29Q: 3 clusters Score -347479.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -347480.906250 Penalty: 2912.860840
	Iteration 30Q: 3 clusters Score -347480.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -347480.750000 Penalty: 2912.860840
	Iteration 31Q: 3 clusters Score -347480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -347482.437500 Penalty: 2912.860840
	Iteration 32Q: 3 clusters Score -347482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -347483.312500 Penalty: 2912.860840
	Iteration 33Q: 3 clusters Score -347483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -347484.093750 Penalty: 2912.860840
	Iteration 34Q: 3 clusters Score -347484.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -347485.531250 Penalty: 2912.860840
	Iteration 35Q: 3 clusters Score -347485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -347485.750000 Penalty: 2912.860840
	Iteration 36Q: 3 clusters Score -347485.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -347485.562500 Penalty: 2912.860840
	Iteration 37Q: 3 clusters Score -347485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -347485.093750 Penalty: 2912.860840
	Iteration 38Q: 3 clusters Score -347485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -347485.093750 Penalty: 2912.860840
	Iteration 39F: 3 clusters Score -347485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 41805 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 22067 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 20642 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114120 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 244087 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62557 members 
Mstep: Class 20 contains 30468 members 
Mstep: Class 21 contains 10539 members 
Entering Unmasked Estep 
Score: -28174666.000000 Penalty: 34528.855469
Splitting cluster 4 changes total score from -28174352.000000 to -28174666.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 5 (22067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Entering Unmasked Estep 
Score: -1111318.625000 Penalty: 1625.298828
	Iteration 0F: 2 clusters Score -1111319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1096396.125000 Penalty: 3250.597656
	Iteration 0F: 3 clusters Score -1096396 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1101844.375000 Penalty: 3250.597656
	Iteration 1F: 3 clusters Score -1101844 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1102194.000000 Penalty: 3250.597656
	Iteration 2Q: 3 clusters Score -1102194 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1102522.750000 Penalty: 3250.597656
	Iteration 3Q: 3 clusters Score -1102523 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -1102925.625000 Penalty: 3250.597656
	Iteration 4Q: 3 clusters Score -1102926 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1103444.125000 Penalty: 3250.597656
	Iteration 5F: 3 clusters Score -1103444 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1104120.500000 Penalty: 3250.597656
	Iteration 6F: 3 clusters Score -1104120 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1105061.750000 Penalty: 3250.597656
	Iteration 7F: 3 clusters Score -1105062 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1106243.625000 Penalty: 3250.597656
	Iteration 8F: 3 clusters Score -1106244 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1107415.000000 Penalty: 3250.597656
	Iteration 9F: 3 clusters Score -1107415 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -1108364.875000 Penalty: 3250.597656
	Iteration 10F: 3 clusters Score -1108365 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -1109051.750000 Penalty: 3250.597656
	Iteration 11Q: 3 clusters Score -1109052 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -1109472.375000 Penalty: 3250.597656
	Iteration 12Q: 3 clusters Score -1109472 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1109688.375000 Penalty: 3250.597656
	Iteration 13Q: 3 clusters Score -1109688 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -1109775.000000 Penalty: 3250.597656
	Iteration 14Q: 3 clusters Score -1109775 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -1109819.500000 Penalty: 3250.597656
	Iteration 15Q: 3 clusters Score -1109820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -1109845.500000 Penalty: 3250.597656
	Iteration 16Q: 3 clusters Score -1109846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -1109865.000000 Penalty: 3250.597656
	Iteration 17Q: 3 clusters Score -1109865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -1109879.875000 Penalty: 3250.597656
	Iteration 18Q: 3 clusters Score -1109880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -1109892.500000 Penalty: 3250.597656
	Iteration 19Q: 3 clusters Score -1109892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -1109896.625000 Penalty: 3250.597656
	Iteration 20F: 3 clusters Score -1109897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -1109904.750000 Penalty: 3250.597656
	Iteration 21Q: 3 clusters Score -1109905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -1109908.625000 Penalty: 3250.597656
	Iteration 22Q: 3 clusters Score -1109909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -1109911.625000 Penalty: 3250.597656
	Iteration 23Q: 3 clusters Score -1109912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -1109915.750000 Penalty: 3250.597656
	Iteration 24Q: 3 clusters Score -1109916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -1109917.625000 Penalty: 3250.597656
	Iteration 25Q: 3 clusters Score -1109918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -1109922.875000 Penalty: 3250.597656
	Iteration 26Q: 3 clusters Score -1109923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -1109925.750000 Penalty: 3250.597656
	Iteration 27Q: 3 clusters Score -1109926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -1109930.375000 Penalty: 3250.597656
	Iteration 28Q: 3 clusters Score -1109930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -1109932.500000 Penalty: 3250.597656
	Iteration 29Q: 3 clusters Score -1109932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -1109934.000000 Penalty: 3250.597656
	Iteration 30Q: 3 clusters Score -1109934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -1109935.375000 Penalty: 3250.597656
	Iteration 31Q: 3 clusters Score -1109935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -1109935.375000 Penalty: 3250.597656
	Iteration 32F: 3 clusters Score -1109935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Entering Unmasked Estep 
Score: -729146.625000 Penalty: 1561.873535
	Iteration 0F: 2 clusters Score -729146.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -718769.187500 Penalty: 3123.747070
	Iteration 0F: 3 clusters Score -718769.2 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -722503.625000 Penalty: 3123.747070
	Iteration 1F: 3 clusters Score -722503.6 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -723050.125000 Penalty: 3123.747070
	Iteration 2F: 3 clusters Score -723050.1 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -723736.187500 Penalty: 3123.747070
	Iteration 3F: 3 clusters Score -723736.2 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -724513.125000 Penalty: 3123.747070
	Iteration 4F: 3 clusters Score -724513.1 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -725375.875000 Penalty: 3123.747070
	Iteration 5F: 3 clusters Score -725375.9 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -726230.375000 Penalty: 3123.747070
	Iteration 6F: 3 clusters Score -726230.4 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -726950.125000 Penalty: 3123.747070
	Iteration 7F: 3 clusters Score -726950.1 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -727453.937500 Penalty: 3123.747070
	Iteration 8F: 3 clusters Score -727453.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -727841.000000 Penalty: 3123.747070
	Iteration 9Q: 3 clusters Score -727841 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -728125.812500 Penalty: 3123.747070
	Iteration 10Q: 3 clusters Score -728125.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -728320.875000 Penalty: 3123.747070
	Iteration 11Q: 3 clusters Score -728320.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -728427.125000 Penalty: 3123.747070
	Iteration 12Q: 3 clusters Score -728427.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -728514.875000 Penalty: 3123.747070
	Iteration 13Q: 3 clusters Score -728514.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -728583.812500 Penalty: 3123.747070
	Iteration 14Q: 3 clusters Score -728583.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -728635.437500 Penalty: 3123.747070
	Iteration 15Q: 3 clusters Score -728635.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -728677.500000 Penalty: 3123.747070
	Iteration 16Q: 3 clusters Score -728677.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -728706.750000 Penalty: 3123.747070
	Iteration 17Q: 3 clusters Score -728706.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -728728.125000 Penalty: 3123.747070
	Iteration 18Q: 3 clusters Score -728728.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -728744.437500 Penalty: 3123.747070
	Iteration 19Q: 3 clusters Score -728744.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -728755.375000 Penalty: 3123.747070
	Iteration 20F: 3 clusters Score -728755.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -728760.187500 Penalty: 3123.747070
	Iteration 21Q: 3 clusters Score -728760.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -728770.875000 Penalty: 3123.747070
	Iteration 22Q: 3 clusters Score -728770.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -728775.750000 Penalty: 3123.747070
	Iteration 23Q: 3 clusters Score -728775.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -728779.500000 Penalty: 3123.747070
	Iteration 24Q: 3 clusters Score -728779.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -728784.062500 Penalty: 3123.747070
	Iteration 25Q: 3 clusters Score -728784.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -728788.812500 Penalty: 3123.747070
	Iteration 26Q: 3 clusters Score -728788.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -728792.625000 Penalty: 3123.747070
	Iteration 27Q: 3 clusters Score -728792.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -728796.562500 Penalty: 3123.747070
	Iteration 28Q: 3 clusters Score -728796.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -728798.687500 Penalty: 3123.747070
	Iteration 29Q: 3 clusters Score -728798.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -728804.875000 Penalty: 3123.747070
	Iteration 30Q: 3 clusters Score -728804.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -728806.312500 Penalty: 3123.747070
	Iteration 31Q: 3 clusters Score -728806.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -728809.187500 Penalty: 3123.747070
	Iteration 32Q: 3 clusters Score -728809.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -728808.875000 Penalty: 3123.747070
	Iteration 33Q: 3 clusters Score -728808.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -728812.812500 Penalty: 3123.747070
	Iteration 34Q: 3 clusters Score -728812.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -728816.062500 Penalty: 3123.747070
	Iteration 35Q: 3 clusters Score -728816.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -728816.062500 Penalty: 3123.747070
	Iteration 36Q: 3 clusters Score -728816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -728817.937500 Penalty: 3123.747070
	Iteration 37Q: 3 clusters Score -728817.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -728818.687500 Penalty: 3123.747070
	Iteration 38Q: 3 clusters Score -728818.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -728819.750000 Penalty: 3123.747070
	Iteration 39Q: 3 clusters Score -728819.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -728822.250000 Penalty: 3123.747070
	Iteration 40F: 3 clusters Score -728822.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -728827.687500 Penalty: 3123.747070
	Iteration 41Q: 3 clusters Score -728827.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -728829.812500 Penalty: 3123.747070
	Iteration 42Q: 3 clusters Score -728829.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -728833.437500 Penalty: 3123.747070
	Iteration 43Q: 3 clusters Score -728833.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -728834.062500 Penalty: 3123.747070
	Iteration 44Q: 3 clusters Score -728834.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -728836.000000 Penalty: 3123.747070
	Iteration 45Q: 3 clusters Score -728836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -728837.812500 Penalty: 3123.747070
	Iteration 46Q: 3 clusters Score -728837.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -728838.312500 Penalty: 3123.747070
	Iteration 47Q: 3 clusters Score -728838.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -728839.500000 Penalty: 3123.747070
	Iteration 48Q: 3 clusters Score -728839.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -728840.375000 Penalty: 3123.747070
	Iteration 49Q: 3 clusters Score -728840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -728841.625000 Penalty: 3123.747070
	Iteration 50Q: 3 clusters Score -728841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -728841.812500 Penalty: 3123.747070
	Iteration 51Q: 3 clusters Score -728841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -728841.875000 Penalty: 3123.747070
	Iteration 52Q: 3 clusters Score -728841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -728841.625000 Penalty: 3123.747070
	Iteration 53Q: 3 clusters Score -728841.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -728842.562500 Penalty: 3123.747070
	Iteration 54Q: 3 clusters Score -728842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -728843.312500 Penalty: 3123.747070
	Iteration 55Q: 3 clusters Score -728843.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -728843.312500 Penalty: 3123.747070
	Iteration 56F: 3 clusters Score -728843.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Entering Unmasked Estep 
Score: -1070271.500000 Penalty: 1614.451050
	Iteration 0F: 2 clusters Score -1070272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1056095.625000 Penalty: 3228.902100
	Iteration 0F: 3 clusters Score -1056096 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1061195.875000 Penalty: 3228.902100
	Iteration 1F: 3 clusters Score -1061196 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1061545.500000 Penalty: 3228.902100
	Iteration 2Q: 3 clusters Score -1061546 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1061874.875000 Penalty: 3228.902100
	Iteration 3Q: 3 clusters Score -1061875 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1062192.125000 Penalty: 3228.902100
	Iteration 4Q: 3 clusters Score -1062192 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1062550.500000 Penalty: 3228.902100
	Iteration 5Q: 3 clusters Score -1062550 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1062989.250000 Penalty: 3228.902100
	Iteration 6Q: 3 clusters Score -1062989 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1063577.000000 Penalty: 3228.902100
	Iteration 7F: 3 clusters Score -1063577 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1064289.125000 Penalty: 3228.902100
	Iteration 8F: 3 clusters Score -1064289 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1065167.750000 Penalty: 3228.902100
	Iteration 9F: 3 clusters Score -1065168 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1066023.875000 Penalty: 3228.902100
	Iteration 10F: 3 clusters Score -1066024 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1066792.500000 Penalty: 3228.902100
	Iteration 11Q: 3 clusters Score -1066792 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1067378.125000 Penalty: 3228.902100
	Iteration 12Q: 3 clusters Score -1067378 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1067765.375000 Penalty: 3228.902100
	Iteration 13Q: 3 clusters Score -1067765 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1068054.000000 Penalty: 3228.902100
	Iteration 14Q: 3 clusters Score -1068054 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1068253.250000 Penalty: 3228.902100
	Iteration 15Q: 3 clusters Score -1068253 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1068401.625000 Penalty: 3228.902100
	Iteration 16Q: 3 clusters Score -1068402 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1068491.625000 Penalty: 3228.902100
	Iteration 17Q: 3 clusters Score -1068492 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1068561.875000 Penalty: 3228.902100
	Iteration 18Q: 3 clusters Score -1068562 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1068616.750000 Penalty: 3228.902100
	Iteration 19Q: 3 clusters Score -1068617 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1068654.125000 Penalty: 3228.902100
	Iteration 20F: 3 clusters Score -1068654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1068674.500000 Penalty: 3228.902100
	Iteration 21Q: 3 clusters Score -1068674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1068702.000000 Penalty: 3228.902100
	Iteration 22Q: 3 clusters Score -1068702 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1068711.000000 Penalty: 3228.902100
	Iteration 23Q: 3 clusters Score -1068711 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1068720.625000 Penalty: 3228.902100
	Iteration 24Q: 3 clusters Score -1068721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1068733.000000 Penalty: 3228.902100
	Iteration 25Q: 3 clusters Score -1068733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1068745.750000 Penalty: 3228.902100
	Iteration 26Q: 3 clusters Score -1068746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1068755.125000 Penalty: 3228.902100
	Iteration 27Q: 3 clusters Score -1068755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1068760.250000 Penalty: 3228.902100
	Iteration 28Q: 3 clusters Score -1068760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1068765.250000 Penalty: 3228.902100
	Iteration 29Q: 3 clusters Score -1068765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1068765.125000 Penalty: 3228.902100
	Iteration 30Q: 3 clusters Score -1068765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1068767.125000 Penalty: 3228.902100
	Iteration 31Q: 3 clusters Score -1068767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1068771.875000 Penalty: 3228.902100
	Iteration 32Q: 3 clusters Score -1068772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1068776.750000 Penalty: 3228.902100
	Iteration 33Q: 3 clusters Score -1068777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1068779.375000 Penalty: 3228.902100
	Iteration 34Q: 3 clusters Score -1068779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1068781.875000 Penalty: 3228.902100
	Iteration 35Q: 3 clusters Score -1068782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1068785.000000 Penalty: 3228.902100
	Iteration 36Q: 3 clusters Score -1068785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1068785.875000 Penalty: 3228.902100
	Iteration 37Q: 3 clusters Score -1068786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1068787.625000 Penalty: 3228.902100
	Iteration 38Q: 3 clusters Score -1068788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1068785.375000 Penalty: 3228.902100
	Iteration 39Q: 3 clusters Score -1068785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1068787.375000 Penalty: 3228.902100
	Iteration 40F: 3 clusters Score -1068787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1068787.000000 Penalty: 3228.902100
	Iteration 41Q: 3 clusters Score -1068787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1068789.250000 Penalty: 3228.902100
	Iteration 42Q: 3 clusters Score -1068789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1068790.000000 Penalty: 3228.902100
	Iteration 43Q: 3 clusters Score -1068790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1068791.875000 Penalty: 3228.902100
	Iteration 44Q: 3 clusters Score -1068792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1068794.750000 Penalty: 3228.902100
	Iteration 45Q: 3 clusters Score -1068795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1068795.875000 Penalty: 3228.902100
	Iteration 46Q: 3 clusters Score -1068796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1068798.500000 Penalty: 3228.902100
	Iteration 47Q: 3 clusters Score -1068798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1068800.500000 Penalty: 3228.902100
	Iteration 48Q: 3 clusters Score -1068800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1068799.875000 Penalty: 3228.902100
	Iteration 49Q: 3 clusters Score -1068800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1068802.125000 Penalty: 3228.902100
	Iteration 50Q: 3 clusters Score -1068802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1068802.750000 Penalty: 3228.902100
	Iteration 51Q: 3 clusters Score -1068803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1068804.375000 Penalty: 3228.902100
	Iteration 52Q: 3 clusters Score -1068804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1068804.375000 Penalty: 3228.902100
	Iteration 53F: 3 clusters Score -1068804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -27078.691406 Penalty: 1039.771606
	Iteration 0F: 2 clusters Score -27078.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25915.798828 Penalty: 2079.543213
	Iteration 0F: 3 clusters Score -25915.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -26154.515625 Penalty: 2079.543213
	Iteration 1F: 3 clusters Score -26154.52 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -26260.156250 Penalty: 2079.543213
	Iteration 2F: 3 clusters Score -26260.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -26345.964844 Penalty: 2079.543213
	Iteration 3F: 3 clusters Score -26345.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26408.974609 Penalty: 2079.543213
	Iteration 4Q: 3 clusters Score -26408.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -26443.689453 Penalty: 2079.543213
	Iteration 5Q: 3 clusters Score -26443.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26464.865234 Penalty: 2079.543213
	Iteration 6Q: 3 clusters Score -26464.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26488.269531 Penalty: 2079.543213
	Iteration 7Q: 3 clusters Score -26488.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26503.347656 Penalty: 2079.543213
	Iteration 8Q: 3 clusters Score -26503.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26513.759766 Penalty: 2079.543213
	Iteration 9Q: 3 clusters Score -26513.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26523.496094 Penalty: 2079.543213
	Iteration 10Q: 3 clusters Score -26523.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26532.525391 Penalty: 2079.543213
	Iteration 11Q: 3 clusters Score -26532.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26537.634766 Penalty: 2079.543213
	Iteration 12Q: 3 clusters Score -26537.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26540.142578 Penalty: 2079.543213
	Iteration 13Q: 3 clusters Score -26540.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -26544.431641 Penalty: 2079.543213
	Iteration 14Q: 3 clusters Score -26544.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26547.386719 Penalty: 2079.543213
	Iteration 15Q: 3 clusters Score -26547.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26549.152344 Penalty: 2079.543213
	Iteration 16Q: 3 clusters Score -26549.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -26553.556641 Penalty: 2079.543213
	Iteration 17Q: 3 clusters Score -26553.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -26556.574219 Penalty: 2079.543213
	Iteration 18Q: 3 clusters Score -26556.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -26556.574219 Penalty: 2079.543213
	Iteration 19F: 3 clusters Score -26556.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (114120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114120 members 
Entering Unmasked Estep 
Score: -5895345.500000 Penalty: 1892.313477
	Iteration 0F: 2 clusters Score -5895346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -5819077.500000 Penalty: 3784.626953
	Iteration 0F: 3 clusters Score -5819078 nChanged 54545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -5850422.500000 Penalty: 3784.626953
	Iteration 1F: 3 clusters Score -5850422 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -5851278.000000 Penalty: 3784.626953
	Iteration 2Q: 3 clusters Score -5851278 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -5852750.000000 Penalty: 3784.626953
	Iteration 3Q: 3 clusters Score -5852750 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -5855232.000000 Penalty: 3784.626953
	Iteration 4Q: 3 clusters Score -5855232 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72665 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -5859656.500000 Penalty: 3784.626953
	Iteration 5F: 3 clusters Score -5859656 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79746 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -5866072.500000 Penalty: 3784.626953
	Iteration 6F: 3 clusters Score -5866072 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -5873219.000000 Penalty: 3784.626953
	Iteration 7F: 3 clusters Score -5873219 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -5879242.000000 Penalty: 3784.626953
	Iteration 8F: 3 clusters Score -5879242 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99592 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -5883918.500000 Penalty: 3784.626953
	Iteration 9F: 3 clusters Score -5883918 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -5887477.500000 Penalty: 3784.626953
	Iteration 10Q: 3 clusters Score -5887478 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -5889951.000000 Penalty: 3784.626953
	Iteration 11Q: 3 clusters Score -5889951 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108614 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -5891481.000000 Penalty: 3784.626953
	Iteration 12Q: 3 clusters Score -5891481 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5892449.000000 Penalty: 3784.626953
	Iteration 13Q: 3 clusters Score -5892449 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110488 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5893027.500000 Penalty: 3784.626953
	Iteration 14Q: 3 clusters Score -5893028 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110943 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5893361.500000 Penalty: 3784.626953
	Iteration 15Q: 3 clusters Score -5893362 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111222 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5893534.000000 Penalty: 3784.626953
	Iteration 16Q: 3 clusters Score -5893534 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111457 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5893683.000000 Penalty: 3784.626953
	Iteration 17Q: 3 clusters Score -5893683 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5893761.500000 Penalty: 3784.626953
	Iteration 18Q: 3 clusters Score -5893762 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111776 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -5893809.500000 Penalty: 3784.626953
	Iteration 19Q: 3 clusters Score -5893810 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111884 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5893851.000000 Penalty: 3784.626953
	Iteration 20F: 3 clusters Score -5893851 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111982 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5893895.000000 Penalty: 3784.626953
	Iteration 21Q: 3 clusters Score -5893895 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112065 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5893921.000000 Penalty: 3784.626953
	Iteration 22Q: 3 clusters Score -5893921 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112150 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5893949.500000 Penalty: 3784.626953
	Iteration 23Q: 3 clusters Score -5893950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112210 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5893970.500000 Penalty: 3784.626953
	Iteration 24Q: 3 clusters Score -5893970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112261 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5893987.000000 Penalty: 3784.626953
	Iteration 25Q: 3 clusters Score -5893987 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112305 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5893986.500000 Penalty: 3784.626953
	Iteration 26Q: 3 clusters Score -5893986 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112349 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -5894003.500000 Penalty: 3784.626953
	Iteration 27Q: 3 clusters Score -5894004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112392 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5894011.500000 Penalty: 3784.626953
	Iteration 28Q: 3 clusters Score -5894012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112422 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5894022.500000 Penalty: 3784.626953
	Iteration 29Q: 3 clusters Score -5894022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112444 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5894022.000000 Penalty: 3784.626953
	Iteration 30Q: 3 clusters Score -5894022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112469 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5894025.000000 Penalty: 3784.626953
	Iteration 31Q: 3 clusters Score -5894025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112480 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5894027.000000 Penalty: 3784.626953
	Iteration 32Q: 3 clusters Score -5894027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112498 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -5894028.500000 Penalty: 3784.626953
	Iteration 33Q: 3 clusters Score -5894028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112520 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5894039.000000 Penalty: 3784.626953
	Iteration 34Q: 3 clusters Score -5894039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112537 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5894041.000000 Penalty: 3784.626953
	Iteration 35Q: 3 clusters Score -5894041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112552 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5894039.000000 Penalty: 3784.626953
	Iteration 36Q: 3 clusters Score -5894039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112559 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5894046.000000 Penalty: 3784.626953
	Iteration 37Q: 3 clusters Score -5894046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5894057.500000 Penalty: 3784.626953
	Iteration 38Q: 3 clusters Score -5894058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112576 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5894063.500000 Penalty: 3784.626953
	Iteration 39Q: 3 clusters Score -5894064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112583 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5894066.000000 Penalty: 3784.626953
	Iteration 40F: 3 clusters Score -5894066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112590 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5894068.500000 Penalty: 3784.626953
	Iteration 41Q: 3 clusters Score -5894068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112596 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5894065.000000 Penalty: 3784.626953
	Iteration 42Q: 3 clusters Score -5894065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112600 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5894061.500000 Penalty: 3784.626953
	Iteration 43Q: 3 clusters Score -5894062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112605 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5894065.500000 Penalty: 3784.626953
	Iteration 44Q: 3 clusters Score -5894066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112609 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5894062.500000 Penalty: 3784.626953
	Iteration 45Q: 3 clusters Score -5894062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5894064.500000 Penalty: 3784.626953
	Iteration 46Q: 3 clusters Score -5894064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5894070.500000 Penalty: 3784.626953
	Iteration 47Q: 3 clusters Score -5894070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112616 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5894077.000000 Penalty: 3784.626953
	Iteration 48Q: 3 clusters Score -5894077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112620 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5894077.500000 Penalty: 3784.626953
	Iteration 49Q: 3 clusters Score -5894078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112624 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5894078.500000 Penalty: 3784.626953
	Iteration 50Q: 3 clusters Score -5894078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112626 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5894076.500000 Penalty: 3784.626953
	Iteration 51Q: 3 clusters Score -5894076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112627 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5894079.000000 Penalty: 3784.626953
	Iteration 52Q: 3 clusters Score -5894079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112630 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5894076.000000 Penalty: 3784.626953
	Iteration 53Q: 3 clusters Score -5894076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112633 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5894073.000000 Penalty: 3784.626953
	Iteration 54Q: 3 clusters Score -5894073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112634 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5894070.500000 Penalty: 3784.626953
	Iteration 55Q: 3 clusters Score -5894070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112634 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5894070.500000 Penalty: 3784.626953
	Iteration 56F: 3 clusters Score -5894070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Entering Unmasked Estep 
Score: -310773.406250 Penalty: 1452.148438
	Iteration 0F: 2 clusters Score -310773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -305151.718750 Penalty: 2904.296875
	Iteration 0F: 3 clusters Score -305151.7 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -307013.781250 Penalty: 2904.296875
	Iteration 1F: 3 clusters Score -307013.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -307366.468750 Penalty: 2904.296875
	Iteration 2F: 3 clusters Score -307366.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -307651.812500 Penalty: 2904.296875
	Iteration 3F: 3 clusters Score -307651.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -307878.625000 Penalty: 2904.296875
	Iteration 4Q: 3 clusters Score -307878.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -308096.375000 Penalty: 2904.296875
	Iteration 5Q: 3 clusters Score -308096.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -308315.375000 Penalty: 2904.296875
	Iteration 6Q: 3 clusters Score -308315.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -308521.468750 Penalty: 2904.296875
	Iteration 7Q: 3 clusters Score -308521.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -308708.812500 Penalty: 2904.296875
	Iteration 8Q: 3 clusters Score -308708.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -308896.218750 Penalty: 2904.296875
	Iteration 9Q: 3 clusters Score -308896.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -309084.093750 Penalty: 2904.296875
	Iteration 10Q: 3 clusters Score -309084.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -309257.218750 Penalty: 2904.296875
	Iteration 11Q: 3 clusters Score -309257.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -309383.375000 Penalty: 2904.296875
	Iteration 12Q: 3 clusters Score -309383.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -309456.906250 Penalty: 2904.296875
	Iteration 13Q: 3 clusters Score -309456.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -309507.375000 Penalty: 2904.296875
	Iteration 14Q: 3 clusters Score -309507.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -309564.000000 Penalty: 2904.296875
	Iteration 15Q: 3 clusters Score -309564 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -309608.593750 Penalty: 2904.296875
	Iteration 16Q: 3 clusters Score -309608.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -309658.718750 Penalty: 2904.296875
	Iteration 17Q: 3 clusters Score -309658.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -309694.937500 Penalty: 2904.296875
	Iteration 18Q: 3 clusters Score -309694.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -309733.593750 Penalty: 2904.296875
	Iteration 19Q: 3 clusters Score -309733.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -309755.250000 Penalty: 2904.296875
	Iteration 20F: 3 clusters Score -309755.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -309766.250000 Penalty: 2904.296875
	Iteration 21Q: 3 clusters Score -309766.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -309772.437500 Penalty: 2904.296875
	Iteration 22Q: 3 clusters Score -309772.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -309780.031250 Penalty: 2904.296875
	Iteration 23Q: 3 clusters Score -309780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -309786.593750 Penalty: 2904.296875
	Iteration 24Q: 3 clusters Score -309786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -309790.250000 Penalty: 2904.296875
	Iteration 25Q: 3 clusters Score -309790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -309791.468750 Penalty: 2904.296875
	Iteration 26Q: 3 clusters Score -309791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -309792.500000 Penalty: 2904.296875
	Iteration 27Q: 3 clusters Score -309792.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -309792.156250 Penalty: 2904.296875
	Iteration 28Q: 3 clusters Score -309792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -309793.281250 Penalty: 2904.296875
	Iteration 29Q: 3 clusters Score -309793.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -309793.281250 Penalty: 2904.296875
	Iteration 30F: 3 clusters Score -309793.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (244087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244087 members 
Entering Unmasked Estep 
Score: -12234662.000000 Penalty: 2015.858032
	Iteration 0F: 2 clusters Score -1.223466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121611 members 
Mstep: Class 2 contains 122476 members 
Entering Unmasked Estep 
Score: -12070352.000000 Penalty: 4031.716064
	Iteration 0F: 3 clusters Score -1.207035e+07 nChanged 118453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 129613 members 
Entering Unmasked Estep 
Score: -12141310.000000 Penalty: 4031.716064
	Iteration 1F: 3 clusters Score -1.214131e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 133713 members 
Entering Unmasked Estep 
Score: -12143216.000000 Penalty: 4031.716064
	Iteration 2Q: 3 clusters Score -1.214322e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104017 members 
Mstep: Class 2 contains 140070 members 
Entering Unmasked Estep 
Score: -12146302.000000 Penalty: 4031.716064
	Iteration 3Q: 3 clusters Score -1.21463e+07 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94441 members 
Mstep: Class 2 contains 149646 members 
Entering Unmasked Estep 
Score: -12151747.000000 Penalty: 4031.716064
	Iteration 4Q: 3 clusters Score -1.215175e+07 nChanged 14330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 163510 members 
Entering Unmasked Estep 
Score: -12161179.000000 Penalty: 4031.716064
	Iteration 5F: 3 clusters Score -1.216118e+07 nChanged 18601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 182037 members 
Entering Unmasked Estep 
Score: -12176379.000000 Penalty: 4031.716064
	Iteration 6F: 3 clusters Score -1.217638e+07 nChanged 21073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 203096 members 
Entering Unmasked Estep 
Score: -12195623.000000 Penalty: 4031.716064
	Iteration 7F: 3 clusters Score -1.219562e+07 nChanged 18464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 221560 members 
Entering Unmasked Estep 
Score: -12212928.000000 Penalty: 4031.716064
	Iteration 8F: 3 clusters Score -1.221293e+07 nChanged 12264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 233824 members 
Entering Unmasked Estep 
Score: -12224142.000000 Penalty: 4031.716064
	Iteration 9F: 3 clusters Score -1.222414e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 239961 members 
Entering Unmasked Estep 
Score: -12229466.000000 Penalty: 4031.716064
	Iteration 10Q: 3 clusters Score -1.222947e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 242470 members 
Entering Unmasked Estep 
Score: -12231617.000000 Penalty: 4031.716064
	Iteration 11Q: 3 clusters Score -1.223162e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 243347 members 
Entering Unmasked Estep 
Score: -12232399.000000 Penalty: 4031.716064
	Iteration 12Q: 3 clusters Score -1.22324e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 243621 members 
Entering Unmasked Estep 
Score: -12232660.000000 Penalty: 4031.716064
	Iteration 13Q: 3 clusters Score -1.223266e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 243712 members 
Entering Unmasked Estep 
Score: -12232766.000000 Penalty: 4031.716064
	Iteration 14Q: 3 clusters Score -1.223277e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 243750 members 
Entering Unmasked Estep 
Score: -12232809.000000 Penalty: 4031.716064
	Iteration 15Q: 3 clusters Score -1.223281e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 243769 members 
Entering Unmasked Estep 
Score: -12232848.000000 Penalty: 4031.716064
	Iteration 16Q: 3 clusters Score -1.223285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 243780 members 
Entering Unmasked Estep 
Score: -12232873.000000 Penalty: 4031.716064
	Iteration 17Q: 3 clusters Score -1.223287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 243793 members 
Entering Unmasked Estep 
Score: -12232884.000000 Penalty: 4031.716064
	Iteration 18Q: 3 clusters Score -1.223288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 243797 members 
Entering Unmasked Estep 
Score: -12232896.000000 Penalty: 4031.716064
	Iteration 19Q: 3 clusters Score -1.22329e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 243801 members 
Entering Unmasked Estep 
Score: -12232902.000000 Penalty: 4031.716064
	Iteration 20F: 3 clusters Score -1.22329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 243807 members 
Entering Unmasked Estep 
Score: -12232908.000000 Penalty: 4031.716064
	Iteration 21Q: 3 clusters Score -1.223291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 243815 members 
Entering Unmasked Estep 
Score: -12232923.000000 Penalty: 4031.716064
	Iteration 22Q: 3 clusters Score -1.223292e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 243820 members 
Entering Unmasked Estep 
Score: -12232927.000000 Penalty: 4031.716064
	Iteration 23Q: 3 clusters Score -1.223293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243822 members 
Entering Unmasked Estep 
Score: -12232930.000000 Penalty: 4031.716064
	Iteration 24Q: 3 clusters Score -1.223293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 243824 members 
Entering Unmasked Estep 
Score: -12232926.000000 Penalty: 4031.716064
	Iteration 25Q: 3 clusters Score -1.223293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 243824 members 
Entering Unmasked Estep 
Score: -12232926.000000 Penalty: 4031.716064
	Iteration 26F: 3 clusters Score -1.223293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -48332.722656 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -48332.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -46907.070312 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -46907.07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -47170.492188 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -47170.49 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -47272.039062 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -47272.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -47339.492188 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -47339.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -47384.539062 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -47384.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -47432.382812 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -47432.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -47455.468750 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -47455.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -47472.386719 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -47472.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -47481.468750 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -47481.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -47497.289062 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -47497.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -47511.562500 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -47511.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -47521.890625 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -47521.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -47530.140625 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -47530.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -47536.714844 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -47536.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -47539.015625 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -47539.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -47542.238281 Penalty: 2240.108398
	Iteration 15Q: 3 clusters Score -47542.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -47544.433594 Penalty: 2240.108398
	Iteration 16Q: 3 clusters Score -47544.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -47545.613281 Penalty: 2240.108398
	Iteration 17Q: 3 clusters Score -47545.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -47545.988281 Penalty: 2240.108398
	Iteration 18Q: 3 clusters Score -47545.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -47547.601562 Penalty: 2240.108398
	Iteration 19Q: 3 clusters Score -47547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -47547.601562 Penalty: 2240.108398
	Iteration 20F: 3 clusters Score -47547.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Entering Unmasked Estep 
Score: -3099681.000000 Penalty: 1794.622925
	Iteration 0F: 2 clusters Score -3099681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -3058199.500000 Penalty: 3589.245850
	Iteration 0F: 3 clusters Score -3058200 nChanged 29304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -3075004.250000 Penalty: 3589.245850
	Iteration 1F: 3 clusters Score -3075004 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -3075872.250000 Penalty: 3589.245850
	Iteration 2Q: 3 clusters Score -3075872 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -3077233.750000 Penalty: 3589.245850
	Iteration 3Q: 3 clusters Score -3077234 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -3079304.250000 Penalty: 3589.245850
	Iteration 4F: 3 clusters Score -3079304 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -3082398.500000 Penalty: 3589.245850
	Iteration 5F: 3 clusters Score -3082398 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -3086336.750000 Penalty: 3589.245850
	Iteration 6F: 3 clusters Score -3086337 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -3090425.000000 Penalty: 3589.245850
	Iteration 7F: 3 clusters Score -3090425 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -3093839.500000 Penalty: 3589.245850
	Iteration 8F: 3 clusters Score -3093840 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -3096069.750000 Penalty: 3589.245850
	Iteration 9Q: 3 clusters Score -3096070 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -3097212.500000 Penalty: 3589.245850
	Iteration 10Q: 3 clusters Score -3097212 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -3097717.500000 Penalty: 3589.245850
	Iteration 11Q: 3 clusters Score -3097718 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 62115 members 
Entering Unmasked Estep 
Score: -3097902.750000 Penalty: 3589.245850
	Iteration 12Q: 3 clusters Score -3097903 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -3097984.500000 Penalty: 3589.245850
	Iteration 13Q: 3 clusters Score -3097984 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -3098038.500000 Penalty: 3589.245850
	Iteration 14Q: 3 clusters Score -3098038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -3098065.500000 Penalty: 3589.245850
	Iteration 15Q: 3 clusters Score -3098066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -3098083.000000 Penalty: 3589.245850
	Iteration 16Q: 3 clusters Score -3098083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 62282 members 
Entering Unmasked Estep 
Score: -3098096.500000 Penalty: 3589.245850
	Iteration 17Q: 3 clusters Score -3098096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -3098108.500000 Penalty: 3589.245850
	Iteration 18Q: 3 clusters Score -3098108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -3098115.750000 Penalty: 3589.245850
	Iteration 19Q: 3 clusters Score -3098116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -3098120.000000 Penalty: 3589.245850
	Iteration 20F: 3 clusters Score -3098120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -3098126.750000 Penalty: 3589.245850
	Iteration 21Q: 3 clusters Score -3098127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -3098131.000000 Penalty: 3589.245850
	Iteration 22Q: 3 clusters Score -3098131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -3098134.000000 Penalty: 3589.245850
	Iteration 23Q: 3 clusters Score -3098134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 62291 members 
Entering Unmasked Estep 
Score: -3098137.500000 Penalty: 3589.245850
	Iteration 24Q: 3 clusters Score -3098138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -3098148.750000 Penalty: 3589.245850
	Iteration 25Q: 3 clusters Score -3098149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 62298 members 
Entering Unmasked Estep 
Score: -3098147.250000 Penalty: 3589.245850
	Iteration 26Q: 3 clusters Score -3098147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -3098152.250000 Penalty: 3589.245850
	Iteration 27Q: 3 clusters Score -3098152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 62304 members 
Entering Unmasked Estep 
Score: -3098152.250000 Penalty: 3589.245850
	Iteration 28Q: 3 clusters Score -3098152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 62305 members 
Entering Unmasked Estep 
Score: -3098154.750000 Penalty: 3589.245850
	Iteration 29Q: 3 clusters Score -3098155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -3098158.000000 Penalty: 3589.245850
	Iteration 30Q: 3 clusters Score -3098158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 62308 members 
Entering Unmasked Estep 
Score: -3098159.000000 Penalty: 3589.245850
	Iteration 31Q: 3 clusters Score -3098159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -3098157.750000 Penalty: 3589.245850
	Iteration 32Q: 3 clusters Score -3098158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -3098157.750000 Penalty: 3589.245850
	Iteration 33F: 3 clusters Score -3098158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Entering Unmasked Estep 
Score: -1455129.625000 Penalty: 1677.720215
	Iteration 0F: 2 clusters Score -1455130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1434583.125000 Penalty: 3355.440430
	Iteration 0F: 3 clusters Score -1434583 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1442712.250000 Penalty: 3355.440430
	Iteration 1F: 3 clusters Score -1442712 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1443425.500000 Penalty: 3355.440430
	Iteration 2F: 3 clusters Score -1443426 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1444300.125000 Penalty: 3355.440430
	Iteration 3F: 3 clusters Score -1444300 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1445281.500000 Penalty: 3355.440430
	Iteration 4F: 3 clusters Score -1445282 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1446211.750000 Penalty: 3355.440430
	Iteration 5F: 3 clusters Score -1446212 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1447029.000000 Penalty: 3355.440430
	Iteration 6F: 3 clusters Score -1447029 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -1447734.500000 Penalty: 3355.440430
	Iteration 7Q: 3 clusters Score -1447734 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1448303.500000 Penalty: 3355.440430
	Iteration 8Q: 3 clusters Score -1448304 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1448751.875000 Penalty: 3355.440430
	Iteration 9Q: 3 clusters Score -1448752 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1449094.625000 Penalty: 3355.440430
	Iteration 10Q: 3 clusters Score -1449095 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1449337.250000 Penalty: 3355.440430
	Iteration 11Q: 3 clusters Score -1449337 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1449567.250000 Penalty: 3355.440430
	Iteration 12Q: 3 clusters Score -1449567 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -1449773.250000 Penalty: 3355.440430
	Iteration 13Q: 3 clusters Score -1449773 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1449980.750000 Penalty: 3355.440430
	Iteration 14Q: 3 clusters Score -1449981 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -1450210.500000 Penalty: 3355.440430
	Iteration 15Q: 3 clusters Score -1450210 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -1450470.750000 Penalty: 3355.440430
	Iteration 16Q: 3 clusters Score -1450471 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -1450754.250000 Penalty: 3355.440430
	Iteration 17Q: 3 clusters Score -1450754 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -1451055.250000 Penalty: 3355.440430
	Iteration 18Q: 3 clusters Score -1451055 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1451363.375000 Penalty: 3355.440430
	Iteration 19Q: 3 clusters Score -1451363 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1451637.875000 Penalty: 3355.440430
	Iteration 20F: 3 clusters Score -1451638 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -1451866.000000 Penalty: 3355.440430
	Iteration 21Q: 3 clusters Score -1451866 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -1452079.750000 Penalty: 3355.440430
	Iteration 22Q: 3 clusters Score -1452080 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -1452258.000000 Penalty: 3355.440430
	Iteration 23Q: 3 clusters Score -1452258 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -1452407.750000 Penalty: 3355.440430
	Iteration 24Q: 3 clusters Score -1452408 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -1452547.125000 Penalty: 3355.440430
	Iteration 25Q: 3 clusters Score -1452547 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -1452671.750000 Penalty: 3355.440430
	Iteration 26Q: 3 clusters Score -1452672 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -1452782.500000 Penalty: 3355.440430
	Iteration 27Q: 3 clusters Score -1452782 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -1452887.250000 Penalty: 3355.440430
	Iteration 28Q: 3 clusters Score -1452887 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -1452975.125000 Penalty: 3355.440430
	Iteration 29Q: 3 clusters Score -1452975 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -1453058.250000 Penalty: 3355.440430
	Iteration 30Q: 3 clusters Score -1453058 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -1453130.125000 Penalty: 3355.440430
	Iteration 31Q: 3 clusters Score -1453130 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -1453207.875000 Penalty: 3355.440430
	Iteration 32Q: 3 clusters Score -1453208 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -1453269.250000 Penalty: 3355.440430
	Iteration 33Q: 3 clusters Score -1453269 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -1453340.125000 Penalty: 3355.440430
	Iteration 34Q: 3 clusters Score -1453340 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -1453413.875000 Penalty: 3355.440430
	Iteration 35Q: 3 clusters Score -1453414 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -1453471.875000 Penalty: 3355.440430
	Iteration 36Q: 3 clusters Score -1453472 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -1453535.875000 Penalty: 3355.440430
	Iteration 37Q: 3 clusters Score -1453536 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -1453597.500000 Penalty: 3355.440430
	Iteration 38Q: 3 clusters Score -1453598 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -1453648.375000 Penalty: 3355.440430
	Iteration 39Q: 3 clusters Score -1453648 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -1453699.875000 Penalty: 3355.440430
	Iteration 40F: 3 clusters Score -1453700 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -1453732.375000 Penalty: 3355.440430
	Iteration 41Q: 3 clusters Score -1453732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -1453756.375000 Penalty: 3355.440430
	Iteration 42Q: 3 clusters Score -1453756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -1453773.000000 Penalty: 3355.440430
	Iteration 43Q: 3 clusters Score -1453773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -1453790.625000 Penalty: 3355.440430
	Iteration 44Q: 3 clusters Score -1453791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -1453815.000000 Penalty: 3355.440430
	Iteration 45Q: 3 clusters Score -1453815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -1453823.875000 Penalty: 3355.440430
	Iteration 46Q: 3 clusters Score -1453824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -1453832.250000 Penalty: 3355.440430
	Iteration 47Q: 3 clusters Score -1453832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -1453837.625000 Penalty: 3355.440430
	Iteration 48Q: 3 clusters Score -1453838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -1453842.000000 Penalty: 3355.440430
	Iteration 49Q: 3 clusters Score -1453842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -1453846.750000 Penalty: 3355.440430
	Iteration 50Q: 3 clusters Score -1453847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -1453850.625000 Penalty: 3355.440430
	Iteration 51Q: 3 clusters Score -1453851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -1453859.875000 Penalty: 3355.440430
	Iteration 52Q: 3 clusters Score -1453860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -1453859.625000 Penalty: 3355.440430
	Iteration 53Q: 3 clusters Score -1453860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -1453870.000000 Penalty: 3355.440430
	Iteration 54Q: 3 clusters Score -1453870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -1453870.875000 Penalty: 3355.440430
	Iteration 55Q: 3 clusters Score -1453871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -1453871.375000 Penalty: 3355.440430
	Iteration 56Q: 3 clusters Score -1453871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -1453876.125000 Penalty: 3355.440430
	Iteration 57Q: 3 clusters Score -1453876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -1453879.625000 Penalty: 3355.440430
	Iteration 58Q: 3 clusters Score -1453880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -1453883.625000 Penalty: 3355.440430
	Iteration 59Q: 3 clusters Score -1453884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -1453892.125000 Penalty: 3355.440430
	Iteration 60F: 3 clusters Score -1453892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -1453902.875000 Penalty: 3355.440430
	Iteration 61Q: 3 clusters Score -1453903 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -1453905.625000 Penalty: 3355.440430
	Iteration 62Q: 3 clusters Score -1453906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -1453916.250000 Penalty: 3355.440430
	Iteration 63Q: 3 clusters Score -1453916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -1453925.375000 Penalty: 3355.440430
	Iteration 64Q: 3 clusters Score -1453925 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -1453929.000000 Penalty: 3355.440430
	Iteration 65Q: 3 clusters Score -1453929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -1453930.625000 Penalty: 3355.440430
	Iteration 66Q: 3 clusters Score -1453931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -1453935.250000 Penalty: 3355.440430
	Iteration 67Q: 3 clusters Score -1453935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -1453939.375000 Penalty: 3355.440430
	Iteration 68Q: 3 clusters Score -1453939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -1453939.750000 Penalty: 3355.440430
	Iteration 69Q: 3 clusters Score -1453940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -1453938.500000 Penalty: 3355.440430
	Iteration 70Q: 3 clusters Score -1453938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -1453939.750000 Penalty: 3355.440430
	Iteration 71Q: 3 clusters Score -1453940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -1453941.250000 Penalty: 3355.440430
	Iteration 72Q: 3 clusters Score -1453941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -1453942.500000 Penalty: 3355.440430
	Iteration 73Q: 3 clusters Score -1453942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -1453941.500000 Penalty: 3355.440430
	Iteration 74Q: 3 clusters Score -1453942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -1453943.000000 Penalty: 3355.440430
	Iteration 75Q: 3 clusters Score -1453943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -1453942.750000 Penalty: 3355.440430
	Iteration 76Q: 3 clusters Score -1453943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -1453941.250000 Penalty: 3355.440430
	Iteration 77Q: 3 clusters Score -1453941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -1453942.375000 Penalty: 3355.440430
	Iteration 78Q: 3 clusters Score -1453942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -1453942.875000 Penalty: 3355.440430
	Iteration 79Q: 3 clusters Score -1453943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -1453943.000000 Penalty: 3355.440430
	Iteration 80F: 3 clusters Score -1453943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -1453947.375000 Penalty: 3355.440430
	Iteration 81Q: 3 clusters Score -1453947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -1453951.000000 Penalty: 3355.440430
	Iteration 82Q: 3 clusters Score -1453951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -1453955.500000 Penalty: 3355.440430
	Iteration 83Q: 3 clusters Score -1453956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -1453954.500000 Penalty: 3355.440430
	Iteration 84Q: 3 clusters Score -1453954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -1453952.500000 Penalty: 3355.440430
	Iteration 85Q: 3 clusters Score -1453952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1453952.875000 Penalty: 3355.440430
	Iteration 86Q: 3 clusters Score -1453953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -1453952.875000 Penalty: 3355.440430
	Iteration 87F: 3 clusters Score -1453953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Entering Unmasked Estep 
Score: -514127.062500 Penalty: 1505.211182
	Iteration 0F: 2 clusters Score -514127.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -506552.250000 Penalty: 3010.422363
	Iteration 0F: 3 clusters Score -506552.2 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -509054.000000 Penalty: 3010.422363
	Iteration 1F: 3 clusters Score -509054 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -509313.718750 Penalty: 3010.422363
	Iteration 2F: 3 clusters Score -509313.7 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -509616.625000 Penalty: 3010.422363
	Iteration 3Q: 3 clusters Score -509616.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -509968.812500 Penalty: 3010.422363
	Iteration 4F: 3 clusters Score -509968.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -510349.750000 Penalty: 3010.422363
	Iteration 5F: 3 clusters Score -510349.8 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -510790.500000 Penalty: 3010.422363
	Iteration 6F: 3 clusters Score -510790.5 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -511255.718750 Penalty: 3010.422363
	Iteration 7F: 3 clusters Score -511255.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -511743.281250 Penalty: 3010.422363
	Iteration 8F: 3 clusters Score -511743.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -512212.437500 Penalty: 3010.422363
	Iteration 9F: 3 clusters Score -512212.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -512508.406250 Penalty: 3010.422363
	Iteration 10Q: 3 clusters Score -512508.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -512700.312500 Penalty: 3010.422363
	Iteration 11Q: 3 clusters Score -512700.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -512849.250000 Penalty: 3010.422363
	Iteration 12Q: 3 clusters Score -512849.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -512977.500000 Penalty: 3010.422363
	Iteration 13Q: 3 clusters Score -512977.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -513076.500000 Penalty: 3010.422363
	Iteration 14Q: 3 clusters Score -513076.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -513158.593750 Penalty: 3010.422363
	Iteration 15Q: 3 clusters Score -513158.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -513208.593750 Penalty: 3010.422363
	Iteration 16Q: 3 clusters Score -513208.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -513241.500000 Penalty: 3010.422363
	Iteration 17Q: 3 clusters Score -513241.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -513254.312500 Penalty: 3010.422363
	Iteration 18Q: 3 clusters Score -513254.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -513264.718750 Penalty: 3010.422363
	Iteration 19Q: 3 clusters Score -513264.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -513272.250000 Penalty: 3010.422363
	Iteration 20F: 3 clusters Score -513272.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -513281.281250 Penalty: 3010.422363
	Iteration 21Q: 3 clusters Score -513281.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -513290.031250 Penalty: 3010.422363
	Iteration 22Q: 3 clusters Score -513290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -513296.781250 Penalty: 3010.422363
	Iteration 23Q: 3 clusters Score -513296.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -513301.937500 Penalty: 3010.422363
	Iteration 24Q: 3 clusters Score -513301.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -513308.468750 Penalty: 3010.422363
	Iteration 25Q: 3 clusters Score -513308.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -513311.218750 Penalty: 3010.422363
	Iteration 26Q: 3 clusters Score -513311.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -513314.062500 Penalty: 3010.422363
	Iteration 27Q: 3 clusters Score -513314.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -513320.875000 Penalty: 3010.422363
	Iteration 28Q: 3 clusters Score -513320.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -513321.968750 Penalty: 3010.422363
	Iteration 29Q: 3 clusters Score -513322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -513324.406250 Penalty: 3010.422363
	Iteration 30Q: 3 clusters Score -513324.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -513325.656250 Penalty: 3010.422363
	Iteration 31Q: 3 clusters Score -513325.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -513329.062500 Penalty: 3010.422363
	Iteration 32Q: 3 clusters Score -513329.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -513329.812500 Penalty: 3010.422363
	Iteration 33Q: 3 clusters Score -513329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -513328.656250 Penalty: 3010.422363
	Iteration 34Q: 3 clusters Score -513328.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -513330.968750 Penalty: 3010.422363
	Iteration 35Q: 3 clusters Score -513331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -513331.437500 Penalty: 3010.422363
	Iteration 36Q: 3 clusters Score -513331.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -513333.906250 Penalty: 3010.422363
	Iteration 37Q: 3 clusters Score -513333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -513335.343750 Penalty: 3010.422363
	Iteration 38Q: 3 clusters Score -513335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -513334.968750 Penalty: 3010.422363
	Iteration 39Q: 3 clusters Score -513335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -513335.375000 Penalty: 3010.422363
	Iteration 40F: 3 clusters Score -513335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1101 members 
Mstep: Class 3 contains 41805 members 
Mstep: Class 4 contains 6102 members 
Mstep: Class 5 contains 22067 members 
Mstep: Class 6 contains 14936 members 
Mstep: Class 7 contains 20642 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114120 members 
Mstep: Class 10 contains 7603 members 
Mstep: Class 11 contains 244087 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62557 members 
Mstep: Class 20 contains 30468 members 
Mstep: Class 21 contains 10539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28174948.000000 Penalty: 34528.855469
Iteration 79Q: 17 clusters Score -2.817495e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1110 members 
Mstep: Class 3 contains 41833 members 
Mstep: Class 4 contains 6084 members 
Mstep: Class 5 contains 22018 members 
Mstep: Class 6 contains 15026 members 
Mstep: Class 7 contains 20864 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114131 members 
Mstep: Class 10 contains 7622 members 
Mstep: Class 11 contains 243946 members 
Mstep: Class 12 contains 1653 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62580 members 
Mstep: Class 20 contains 30317 members 
Mstep: Class 21 contains 10548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28175308.000000 Penalty: 34528.855469
Iteration 80F: 17 clusters Score -2.817531e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1118 members 
Mstep: Class 3 contains 41853 members 
Mstep: Class 4 contains 6097 members 
Mstep: Class 5 contains 21979 members 
Mstep: Class 6 contains 14980 members 
Mstep: Class 7 contains 21075 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114132 members 
Mstep: Class 10 contains 7602 members 
Mstep: Class 11 contains 243833 members 
Mstep: Class 12 contains 1707 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62602 members 
Mstep: Class 20 contains 30207 members 
Mstep: Class 21 contains 10546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28175512.000000 Penalty: 34528.855469
Iteration 81Q: 17 clusters Score -2.817551e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 41877 members 
Mstep: Class 4 contains 6134 members 
Mstep: Class 5 contains 21944 members 
Mstep: Class 6 contains 14954 members 
Mstep: Class 7 contains 21282 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114114 members 
Mstep: Class 10 contains 7591 members 
Mstep: Class 11 contains 243713 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62619 members 
Mstep: Class 20 contains 30084 members 
Mstep: Class 21 contains 10539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28175668.000000 Penalty: 34528.855469
Iteration 82Q: 17 clusters Score -2.817567e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1149 members 
Mstep: Class 3 contains 41895 members 
Mstep: Class 4 contains 6181 members 
Mstep: Class 5 contains 21927 members 
Mstep: Class 6 contains 14891 members 
Mstep: Class 7 contains 21511 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114087 members 
Mstep: Class 10 contains 7581 members 
Mstep: Class 11 contains 243607 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62633 members 
Mstep: Class 20 contains 29959 members 
Mstep: Class 21 contains 10542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28175726.000000 Penalty: 34528.855469
Iteration 83Q: 17 clusters Score -2.817573e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 41909 members 
Mstep: Class 4 contains 6208 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 14850 members 
Mstep: Class 7 contains 21737 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114060 members 
Mstep: Class 10 contains 7571 members 
Mstep: Class 11 contains 243510 members 
Mstep: Class 12 contains 1795 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62645 members 
Mstep: Class 20 contains 29846 members 
Mstep: Class 21 contains 10538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28175774.000000 Penalty: 34528.855469
Iteration 84Q: 17 clusters Score -2.817577e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 41916 members 
Mstep: Class 4 contains 6240 members 
Mstep: Class 5 contains 21874 members 
Mstep: Class 6 contains 14825 members 
Mstep: Class 7 contains 21967 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114042 members 
Mstep: Class 10 contains 7566 members 
Mstep: Class 11 contains 243401 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62674 members 
Mstep: Class 20 contains 29716 members 
Mstep: Class 21 contains 10531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28175844.000000 Penalty: 34528.855469
Iteration 85Q: 17 clusters Score -2.817584e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1201 members 
Mstep: Class 3 contains 41931 members 
Mstep: Class 4 contains 6266 members 
Mstep: Class 5 contains 21841 members 
Mstep: Class 6 contains 14798 members 
Mstep: Class 7 contains 22218 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 114024 members 
Mstep: Class 10 contains 7556 members 
Mstep: Class 11 contains 243278 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62710 members 
Mstep: Class 20 contains 29568 members 
Mstep: Class 21 contains 10526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28175928.000000 Penalty: 34528.855469
Iteration 86Q: 17 clusters Score -2.817593e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 41956 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 21813 members 
Mstep: Class 6 contains 14759 members 
Mstep: Class 7 contains 22462 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 113976 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 243174 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62731 members 
Mstep: Class 20 contains 29450 members 
Mstep: Class 21 contains 10518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28175994.000000 Penalty: 34528.855469
Iteration 87Q: 17 clusters Score -2.817599e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 41982 members 
Mstep: Class 4 contains 6338 members 
Mstep: Class 5 contains 21783 members 
Mstep: Class 6 contains 14731 members 
Mstep: Class 7 contains 22707 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 113935 members 
Mstep: Class 10 contains 7553 members 
Mstep: Class 11 contains 243057 members 
Mstep: Class 12 contains 1845 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62743 members 
Mstep: Class 20 contains 29324 members 
Mstep: Class 21 contains 10522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176048.000000 Penalty: 34528.855469
Iteration 88Q: 17 clusters Score -2.817605e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1229 members 
Mstep: Class 3 contains 42016 members 
Mstep: Class 4 contains 6378 members 
Mstep: Class 5 contains 21742 members 
Mstep: Class 6 contains 14698 members 
Mstep: Class 7 contains 22948 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 113894 members 
Mstep: Class 10 contains 7549 members 
Mstep: Class 11 contains 242963 members 
Mstep: Class 12 contains 1855 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62766 members 
Mstep: Class 20 contains 29188 members 
Mstep: Class 21 contains 10517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176128.000000 Penalty: 34528.855469
Iteration 89Q: 17 clusters Score -2.817613e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 42041 members 
Mstep: Class 4 contains 6401 members 
Mstep: Class 5 contains 21697 members 
Mstep: Class 6 contains 14673 members 
Mstep: Class 7 contains 23145 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 113886 members 
Mstep: Class 10 contains 7545 members 
Mstep: Class 11 contains 242859 members 
Mstep: Class 12 contains 1864 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62800 members 
Mstep: Class 20 contains 29079 members 
Mstep: Class 21 contains 10517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176194.000000 Penalty: 34528.855469
Iteration 90Q: 17 clusters Score -2.817619e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 42070 members 
Mstep: Class 4 contains 6422 members 
Mstep: Class 5 contains 21636 members 
Mstep: Class 6 contains 14648 members 
Mstep: Class 7 contains 23348 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 113881 members 
Mstep: Class 10 contains 7551 members 
Mstep: Class 11 contains 242773 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62824 members 
Mstep: Class 20 contains 28966 members 
Mstep: Class 21 contains 10511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176182.000000 Penalty: 34528.855469
Iteration 91Q: 17 clusters Score -2.817618e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1256 members 
Mstep: Class 3 contains 42101 members 
Mstep: Class 4 contains 6436 members 
Mstep: Class 5 contains 21578 members 
Mstep: Class 6 contains 14619 members 
Mstep: Class 7 contains 23542 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 113884 members 
Mstep: Class 10 contains 7552 members 
Mstep: Class 11 contains 242673 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62855 members 
Mstep: Class 20 contains 28867 members 
Mstep: Class 21 contains 10508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176116.000000 Penalty: 34528.855469
Iteration 92Q: 17 clusters Score -2.817612e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 42115 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 21532 members 
Mstep: Class 6 contains 14578 members 
Mstep: Class 7 contains 23767 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 113854 members 
Mstep: Class 10 contains 7547 members 
Mstep: Class 11 contains 242606 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62885 members 
Mstep: Class 20 contains 28755 members 
Mstep: Class 21 contains 10505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176098.000000 Penalty: 34528.855469
Iteration 93Q: 17 clusters Score -2.81761e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 42133 members 
Mstep: Class 4 contains 6462 members 
Mstep: Class 5 contains 21491 members 
Mstep: Class 6 contains 14547 members 
Mstep: Class 7 contains 23967 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 113823 members 
Mstep: Class 10 contains 7547 members 
Mstep: Class 11 contains 242544 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62910 members 
Mstep: Class 20 contains 28651 members 
Mstep: Class 21 contains 10501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176198.000000 Penalty: 34528.855469
Iteration 94Q: 17 clusters Score -2.81762e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1274 members 
Mstep: Class 3 contains 42156 members 
Mstep: Class 4 contains 6474 members 
Mstep: Class 5 contains 21463 members 
Mstep: Class 6 contains 14506 members 
Mstep: Class 7 contains 24180 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113774 members 
Mstep: Class 10 contains 7536 members 
Mstep: Class 11 contains 242486 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62924 members 
Mstep: Class 20 contains 28566 members 
Mstep: Class 21 contains 10492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176308.000000 Penalty: 34528.855469
Iteration 95Q: 17 clusters Score -2.817631e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 42181 members 
Mstep: Class 4 contains 6488 members 
Mstep: Class 5 contains 21431 members 
Mstep: Class 6 contains 14476 members 
Mstep: Class 7 contains 24408 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113730 members 
Mstep: Class 10 contains 7523 members 
Mstep: Class 11 contains 242407 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62940 members 
Mstep: Class 20 contains 28467 members 
Mstep: Class 21 contains 10485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176194.000000 Penalty: 34528.855469
Iteration 96Q: 17 clusters Score -2.817619e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1281 members 
Mstep: Class 3 contains 42202 members 
Mstep: Class 4 contains 6498 members 
Mstep: Class 5 contains 21403 members 
Mstep: Class 6 contains 14441 members 
Mstep: Class 7 contains 24653 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113686 members 
Mstep: Class 10 contains 7509 members 
Mstep: Class 11 contains 242321 members 
Mstep: Class 12 contains 1956 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62957 members 
Mstep: Class 20 contains 28364 members 
Mstep: Class 21 contains 10476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176216.000000 Penalty: 34528.855469
Iteration 97Q: 17 clusters Score -2.817622e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 42222 members 
Mstep: Class 4 contains 6498 members 
Mstep: Class 5 contains 21374 members 
Mstep: Class 6 contains 14402 members 
Mstep: Class 7 contains 24881 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113647 members 
Mstep: Class 10 contains 7496 members 
Mstep: Class 11 contains 242243 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62978 members 
Mstep: Class 20 contains 28269 members 
Mstep: Class 21 contains 10473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176226.000000 Penalty: 34528.855469
Iteration 98Q: 17 clusters Score -2.817623e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1293 members 
Mstep: Class 3 contains 42234 members 
Mstep: Class 4 contains 6508 members 
Mstep: Class 5 contains 21356 members 
Mstep: Class 6 contains 14358 members 
Mstep: Class 7 contains 25129 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113577 members 
Mstep: Class 10 contains 7483 members 
Mstep: Class 11 contains 242162 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 62998 members 
Mstep: Class 20 contains 28186 members 
Mstep: Class 21 contains 10467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176242.000000 Penalty: 34528.855469
Iteration 99Q: 17 clusters Score -2.817624e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 42250 members 
Mstep: Class 4 contains 6518 members 
Mstep: Class 5 contains 21342 members 
Mstep: Class 6 contains 14316 members 
Mstep: Class 7 contains 25409 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113493 members 
Mstep: Class 10 contains 7475 members 
Mstep: Class 11 contains 242092 members 
Mstep: Class 12 contains 2023 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63012 members 
Mstep: Class 20 contains 28058 members 
Mstep: Class 21 contains 10466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176260.000000 Penalty: 34528.855469
Iteration 100F: 17 clusters Score -2.817626e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 42275 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 21326 members 
Mstep: Class 6 contains 14264 members 
Mstep: Class 7 contains 25666 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113409 members 
Mstep: Class 10 contains 7471 members 
Mstep: Class 11 contains 242046 members 
Mstep: Class 12 contains 2055 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63022 members 
Mstep: Class 20 contains 27939 members 
Mstep: Class 21 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176364.000000 Penalty: 34528.855469
Iteration 101Q: 17 clusters Score -2.817636e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 42293 members 
Mstep: Class 4 contains 6524 members 
Mstep: Class 5 contains 21319 members 
Mstep: Class 6 contains 14203 members 
Mstep: Class 7 contains 25937 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113318 members 
Mstep: Class 10 contains 7465 members 
Mstep: Class 11 contains 241989 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63028 members 
Mstep: Class 20 contains 27826 members 
Mstep: Class 21 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176502.000000 Penalty: 34528.855469
Iteration 102Q: 17 clusters Score -2.81765e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 42313 members 
Mstep: Class 4 contains 6529 members 
Mstep: Class 5 contains 21311 members 
Mstep: Class 6 contains 14137 members 
Mstep: Class 7 contains 26199 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113232 members 
Mstep: Class 10 contains 7459 members 
Mstep: Class 11 contains 241937 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63034 members 
Mstep: Class 20 contains 27717 members 
Mstep: Class 21 contains 10444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176658.000000 Penalty: 34528.855469
Iteration 103Q: 17 clusters Score -2.817666e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 42326 members 
Mstep: Class 4 contains 6535 members 
Mstep: Class 5 contains 21306 members 
Mstep: Class 6 contains 14076 members 
Mstep: Class 7 contains 26495 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113148 members 
Mstep: Class 10 contains 7451 members 
Mstep: Class 11 contains 241888 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63040 members 
Mstep: Class 20 contains 27561 members 
Mstep: Class 21 contains 10436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176664.000000 Penalty: 34528.855469
Iteration 104Q: 17 clusters Score -2.817666e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 42346 members 
Mstep: Class 4 contains 6533 members 
Mstep: Class 5 contains 21292 members 
Mstep: Class 6 contains 14000 members 
Mstep: Class 7 contains 26811 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 113018 members 
Mstep: Class 10 contains 7439 members 
Mstep: Class 11 contains 241876 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63045 members 
Mstep: Class 20 contains 27425 members 
Mstep: Class 21 contains 10424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176872.000000 Penalty: 34528.855469
Iteration 105Q: 17 clusters Score -2.817687e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1319 members 
Mstep: Class 3 contains 42365 members 
Mstep: Class 4 contains 6523 members 
Mstep: Class 5 contains 21277 members 
Mstep: Class 6 contains 13944 members 
Mstep: Class 7 contains 27110 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 112901 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 241860 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63048 members 
Mstep: Class 20 contains 27294 members 
Mstep: Class 21 contains 10414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176892.000000 Penalty: 34528.855469
Iteration 106Q: 17 clusters Score -2.817689e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1321 members 
Mstep: Class 3 contains 42382 members 
Mstep: Class 4 contains 6520 members 
Mstep: Class 5 contains 21269 members 
Mstep: Class 6 contains 13890 members 
Mstep: Class 7 contains 27431 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 112778 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 241830 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63048 members 
Mstep: Class 20 contains 27159 members 
Mstep: Class 21 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176990.000000 Penalty: 34528.855469
Iteration 107Q: 17 clusters Score -2.817699e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1324 members 
Mstep: Class 3 contains 42397 members 
Mstep: Class 4 contains 6513 members 
Mstep: Class 5 contains 21261 members 
Mstep: Class 6 contains 13851 members 
Mstep: Class 7 contains 27789 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 112654 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 241794 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63047 members 
Mstep: Class 20 contains 26988 members 
Mstep: Class 21 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177074.000000 Penalty: 34528.855469
Iteration 108Q: 17 clusters Score -2.817707e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1324 members 
Mstep: Class 3 contains 42409 members 
Mstep: Class 4 contains 6502 members 
Mstep: Class 5 contains 21254 members 
Mstep: Class 6 contains 13816 members 
Mstep: Class 7 contains 28177 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 112511 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 241736 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63056 members 
Mstep: Class 20 contains 26840 members 
Mstep: Class 21 contains 10383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177194.000000 Penalty: 34528.855469
Iteration 109Q: 17 clusters Score -2.817719e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1328 members 
Mstep: Class 3 contains 42416 members 
Mstep: Class 4 contains 6493 members 
Mstep: Class 5 contains 21245 members 
Mstep: Class 6 contains 13795 members 
Mstep: Class 7 contains 28566 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 112357 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 241710 members 
Mstep: Class 12 contains 2336 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63059 members 
Mstep: Class 20 contains 26669 members 
Mstep: Class 21 contains 10369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177180.000000 Penalty: 34528.855469
Iteration 110Q: 17 clusters Score -2.817718e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 3 contains 42433 members 
Mstep: Class 4 contains 6491 members 
Mstep: Class 5 contains 21240 members 
Mstep: Class 6 contains 13769 members 
Mstep: Class 7 contains 28945 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 112196 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 241694 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63064 members 
Mstep: Class 20 contains 26488 members 
Mstep: Class 21 contains 10354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177246.000000 Penalty: 34528.855469
Iteration 111Q: 17 clusters Score -2.817725e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 42450 members 
Mstep: Class 4 contains 6484 members 
Mstep: Class 5 contains 21235 members 
Mstep: Class 6 contains 13749 members 
Mstep: Class 7 contains 29310 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 112049 members 
Mstep: Class 10 contains 7409 members 
Mstep: Class 11 contains 241668 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63065 members 
Mstep: Class 20 contains 26326 members 
Mstep: Class 21 contains 10335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177372.000000 Penalty: 34528.855469
Iteration 112Q: 17 clusters Score -2.817737e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 42457 members 
Mstep: Class 4 contains 6475 members 
Mstep: Class 5 contains 21222 members 
Mstep: Class 6 contains 13740 members 
Mstep: Class 7 contains 29646 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 111892 members 
Mstep: Class 10 contains 7408 members 
Mstep: Class 11 contains 241685 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63074 members 
Mstep: Class 20 contains 26170 members 
Mstep: Class 21 contains 10309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177444.000000 Penalty: 34528.855469
Iteration 113Q: 17 clusters Score -2.817744e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 42467 members 
Mstep: Class 4 contains 6466 members 
Mstep: Class 5 contains 21211 members 
Mstep: Class 6 contains 13737 members 
Mstep: Class 7 contains 29998 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 111722 members 
Mstep: Class 10 contains 7409 members 
Mstep: Class 11 contains 241702 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63088 members 
Mstep: Class 20 contains 25994 members 
Mstep: Class 21 contains 10285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177492.000000 Penalty: 34528.855469
Iteration 114Q: 17 clusters Score -2.817749e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1337 members 
Mstep: Class 3 contains 42473 members 
Mstep: Class 4 contains 6459 members 
Mstep: Class 5 contains 21205 members 
Mstep: Class 6 contains 13739 members 
Mstep: Class 7 contains 30349 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 9 contains 111556 members 
Mstep: Class 10 contains 7412 members 
Mstep: Class 11 contains 241712 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63097 members 
Mstep: Class 20 contains 25812 members 
Mstep: Class 21 contains 10269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177506.000000 Penalty: 34528.855469
Iteration 115Q: 17 clusters Score -2.817751e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 42474 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 21202 members 
Mstep: Class 6 contains 13730 members 
Mstep: Class 7 contains 30714 members 
Mstep: Class 8 contains 597 members 
Mstep: Class 9 contains 111370 members 
Mstep: Class 10 contains 7419 members 
Mstep: Class 11 contains 241727 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63119 members 
Mstep: Class 20 contains 25619 members 
Mstep: Class 21 contains 10260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177554.000000 Penalty: 34528.855469
Iteration 116Q: 17 clusters Score -2.817755e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1336 members 
Mstep: Class 3 contains 42482 members 
Mstep: Class 4 contains 6437 members 
Mstep: Class 5 contains 21193 members 
Mstep: Class 6 contains 13720 members 
Mstep: Class 7 contains 31056 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 111174 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 241754 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63137 members 
Mstep: Class 20 contains 25461 members 
Mstep: Class 21 contains 10252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177606.000000 Penalty: 34528.855469
Iteration 117Q: 17 clusters Score -2.817761e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 42488 members 
Mstep: Class 4 contains 6427 members 
Mstep: Class 5 contains 21194 members 
Mstep: Class 6 contains 13721 members 
Mstep: Class 7 contains 31371 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 110989 members 
Mstep: Class 10 contains 7413 members 
Mstep: Class 11 contains 241784 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63153 members 
Mstep: Class 20 contains 25296 members 
Mstep: Class 21 contains 10243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177724.000000 Penalty: 34528.855469
Iteration 118Q: 17 clusters Score -2.817772e+07 nChanged 585
Entering ConstructFrom: 
Score: -28177724.000000 Penalty: 34528.855469
Entering ConstructFrom: 
Trying to split cluster 1 (6209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Entering Unmasked Estep 
Score: -289818.281250 Penalty: 1419.235229
	Iteration 0F: 2 clusters Score -289818.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -285101.406250 Penalty: 2838.470459
	Iteration 0F: 3 clusters Score -285101.4 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -286585.031250 Penalty: 2838.470459
	Iteration 1F: 3 clusters Score -286585 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -286857.062500 Penalty: 2838.470459
	Iteration 2F: 3 clusters Score -286857.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -287079.687500 Penalty: 2838.470459
	Iteration 3F: 3 clusters Score -287079.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -287307.593750 Penalty: 2838.470459
	Iteration 4F: 3 clusters Score -287307.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -287535.875000 Penalty: 2838.470459
	Iteration 5F: 3 clusters Score -287535.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -287739.468750 Penalty: 2838.470459
	Iteration 6F: 3 clusters Score -287739.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -287914.875000 Penalty: 2838.470459
	Iteration 7F: 3 clusters Score -287914.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -288061.312500 Penalty: 2838.470459
	Iteration 8Q: 3 clusters Score -288061.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -288194.468750 Penalty: 2838.470459
	Iteration 9Q: 3 clusters Score -288194.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -288329.218750 Penalty: 2838.470459
	Iteration 10Q: 3 clusters Score -288329.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -288452.843750 Penalty: 2838.470459
	Iteration 11Q: 3 clusters Score -288452.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -288540.343750 Penalty: 2838.470459
	Iteration 12Q: 3 clusters Score -288540.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -288607.187500 Penalty: 2838.470459
	Iteration 13Q: 3 clusters Score -288607.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -288672.843750 Penalty: 2838.470459
	Iteration 14Q: 3 clusters Score -288672.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -288718.562500 Penalty: 2838.470459
	Iteration 15Q: 3 clusters Score -288718.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -288750.343750 Penalty: 2838.470459
	Iteration 16Q: 3 clusters Score -288750.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -288773.781250 Penalty: 2838.470459
	Iteration 17Q: 3 clusters Score -288773.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -288793.593750 Penalty: 2838.470459
	Iteration 18Q: 3 clusters Score -288793.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -288809.437500 Penalty: 2838.470459
	Iteration 19Q: 3 clusters Score -288809.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -288820.968750 Penalty: 2838.470459
	Iteration 20F: 3 clusters Score -288821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -288827.687500 Penalty: 2838.470459
	Iteration 21Q: 3 clusters Score -288827.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -288831.312500 Penalty: 2838.470459
	Iteration 22Q: 3 clusters Score -288831.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -288835.843750 Penalty: 2838.470459
	Iteration 23Q: 3 clusters Score -288835.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -288840.031250 Penalty: 2838.470459
	Iteration 24Q: 3 clusters Score -288840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -288842.968750 Penalty: 2838.470459
	Iteration 25Q: 3 clusters Score -288843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -288845.593750 Penalty: 2838.470459
	Iteration 26Q: 3 clusters Score -288845.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -288847.156250 Penalty: 2838.470459
	Iteration 27Q: 3 clusters Score -288847.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -288849.156250 Penalty: 2838.470459
	Iteration 28Q: 3 clusters Score -288849.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -288851.875000 Penalty: 2838.470459
	Iteration 29Q: 3 clusters Score -288851.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -288852.875000 Penalty: 2838.470459
	Iteration 30Q: 3 clusters Score -288852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -288853.906250 Penalty: 2838.470459
	Iteration 31Q: 3 clusters Score -288853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -288855.187500 Penalty: 2838.470459
	Iteration 32Q: 3 clusters Score -288855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -288856.562500 Penalty: 2838.470459
	Iteration 33Q: 3 clusters Score -288856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -288857.531250 Penalty: 2838.470459
	Iteration 34Q: 3 clusters Score -288857.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -288858.593750 Penalty: 2838.470459
	Iteration 35Q: 3 clusters Score -288858.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -288859.906250 Penalty: 2838.470459
	Iteration 36Q: 3 clusters Score -288859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -288861.156250 Penalty: 2838.470459
	Iteration 37Q: 3 clusters Score -288861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -288861.406250 Penalty: 2838.470459
	Iteration 38Q: 3 clusters Score -288861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -288862.312500 Penalty: 2838.470459
	Iteration 39Q: 3 clusters Score -288862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -288862.031250 Penalty: 2838.470459
	Iteration 40F: 3 clusters Score -288862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -288861.937500 Penalty: 2838.470459
	Iteration 41Q: 3 clusters Score -288861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -288861.937500 Penalty: 2838.470459
	Iteration 42F: 3 clusters Score -288861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -53358.152344 Penalty: 1169.826294
	Iteration 0F: 2 clusters Score -53358.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -51718.328125 Penalty: 2339.652588
	Iteration 0F: 3 clusters Score -51718.33 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -52085.343750 Penalty: 2339.652588
	Iteration 1F: 3 clusters Score -52085.34 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -52169.058594 Penalty: 2339.652588
	Iteration 2F: 3 clusters Score -52169.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -52209.890625 Penalty: 2339.652588
	Iteration 3Q: 3 clusters Score -52209.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -52235.863281 Penalty: 2339.652588
	Iteration 4Q: 3 clusters Score -52235.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -52253.535156 Penalty: 2339.652588
	Iteration 5Q: 3 clusters Score -52253.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -52268.296875 Penalty: 2339.652588
	Iteration 6Q: 3 clusters Score -52268.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -52284.781250 Penalty: 2339.652588
	Iteration 7Q: 3 clusters Score -52284.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -52295.890625 Penalty: 2339.652588
	Iteration 8Q: 3 clusters Score -52295.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -52305.652344 Penalty: 2339.652588
	Iteration 9Q: 3 clusters Score -52305.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -52315.261719 Penalty: 2339.652588
	Iteration 10Q: 3 clusters Score -52315.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -52322.933594 Penalty: 2339.652588
	Iteration 11Q: 3 clusters Score -52322.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -52330.796875 Penalty: 2339.652588
	Iteration 12Q: 3 clusters Score -52330.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -52344.945312 Penalty: 2339.652588
	Iteration 13Q: 3 clusters Score -52344.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -52369.769531 Penalty: 2339.652588
	Iteration 14Q: 3 clusters Score -52369.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -52415.000000 Penalty: 2339.652588
	Iteration 15Q: 3 clusters Score -52415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -52493.035156 Penalty: 2339.652588
	Iteration 16Q: 3 clusters Score -52493.04 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -52607.406250 Penalty: 2339.652588
	Iteration 17Q: 3 clusters Score -52607.41 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -52854.449219 Penalty: 2339.652588
	Iteration 18F: 3 clusters Score -52854.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -53065.898438 Penalty: 2339.652588
	Iteration 19F: 3 clusters Score -53065.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -53203.847656 Penalty: 2339.652588
	Iteration 20F: 3 clusters Score -53203.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -53278.109375 Penalty: 2339.652588
	Iteration 21Q: 3 clusters Score -53278.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -53320.492188 Penalty: 2339.652588
	Iteration 22Q: 3 clusters Score -53320.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -53350.007812 Penalty: 2339.652588
	Iteration 23Q: 3 clusters Score -53350.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -53359.074219 Penalty: 2339.652588
	Iteration 24Q: 3 clusters Score -53359.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -53365.308594 Penalty: 2339.652588
	Iteration 25Q: 3 clusters Score -53365.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -53370.875000 Penalty: 2339.652588
	Iteration 26Q: 3 clusters Score -53370.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -53373.039062 Penalty: 2339.652588
	Iteration 27Q: 3 clusters Score -53373.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -53374.296875 Penalty: 2339.652588
	Iteration 28Q: 3 clusters Score -53374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -53375.371094 Penalty: 2339.652588
	Iteration 29Q: 3 clusters Score -53375.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -53377.847656 Penalty: 2339.652588
	Iteration 30Q: 3 clusters Score -53377.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -53380.894531 Penalty: 2339.652588
	Iteration 31Q: 3 clusters Score -53380.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -53382.656250 Penalty: 2339.652588
	Iteration 32Q: 3 clusters Score -53382.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -53384.593750 Penalty: 2339.652588
	Iteration 33Q: 3 clusters Score -53384.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -53386.320312 Penalty: 2339.652588
	Iteration 34Q: 3 clusters Score -53386.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -53387.179688 Penalty: 2339.652588
	Iteration 35Q: 3 clusters Score -53387.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -53387.179688 Penalty: 2339.652588
	Iteration 36F: 3 clusters Score -53387.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 42490 members 
Mstep: Class 4 contains 6413 members 
Mstep: Class 5 contains 21190 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 31658 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 110845 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 241811 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 697 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63168 members 
Mstep: Class 20 contains 25145 members 
Mstep: Class 21 contains 10233 members 
Entering Unmasked Estep 
Score: -28176854.000000 Penalty: 36686.906250
Splitting cluster 2 changes total score from -28177724.000000 to -28176854.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (42490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Entering Unmasked Estep 
Score: -2132434.750000 Penalty: 1731.766479
	Iteration 0F: 2 clusters Score -2132435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2104041.750000 Penalty: 3463.532959
	Iteration 0F: 3 clusters Score -2104042 nChanged 19661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2115984.250000 Penalty: 3463.532959
	Iteration 1F: 3 clusters Score -2115984 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2117600.250000 Penalty: 3463.532959
	Iteration 2F: 3 clusters Score -2117600 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2120018.750000 Penalty: 3463.532959
	Iteration 3F: 3 clusters Score -2120019 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -2122914.500000 Penalty: 3463.532959
	Iteration 4F: 3 clusters Score -2122914 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2125613.250000 Penalty: 3463.532959
	Iteration 5F: 3 clusters Score -2125613 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2127436.750000 Penalty: 3463.532959
	Iteration 6F: 3 clusters Score -2127437 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2128284.750000 Penalty: 3463.532959
	Iteration 7Q: 3 clusters Score -2128285 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2128665.000000 Penalty: 3463.532959
	Iteration 8Q: 3 clusters Score -2128665 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2128872.250000 Penalty: 3463.532959
	Iteration 9Q: 3 clusters Score -2128872 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2129039.250000 Penalty: 3463.532959
	Iteration 10Q: 3 clusters Score -2129039 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2129165.000000 Penalty: 3463.532959
	Iteration 11Q: 3 clusters Score -2129165 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2129289.750000 Penalty: 3463.532959
	Iteration 12Q: 3 clusters Score -2129290 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2129387.000000 Penalty: 3463.532959
	Iteration 13Q: 3 clusters Score -2129387 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2129488.000000 Penalty: 3463.532959
	Iteration 14Q: 3 clusters Score -2129488 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2129591.500000 Penalty: 3463.532959
	Iteration 15Q: 3 clusters Score -2129592 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2129691.000000 Penalty: 3463.532959
	Iteration 16Q: 3 clusters Score -2129691 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2129809.000000 Penalty: 3463.532959
	Iteration 17Q: 3 clusters Score -2129809 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2129905.000000 Penalty: 3463.532959
	Iteration 18Q: 3 clusters Score -2129905 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2129975.750000 Penalty: 3463.532959
	Iteration 19Q: 3 clusters Score -2129976 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2130072.500000 Penalty: 3463.532959
	Iteration 20F: 3 clusters Score -2130072 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2130174.750000 Penalty: 3463.532959
	Iteration 21Q: 3 clusters Score -2130175 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2130261.250000 Penalty: 3463.532959
	Iteration 22Q: 3 clusters Score -2130261 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2130347.000000 Penalty: 3463.532959
	Iteration 23Q: 3 clusters Score -2130347 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2130413.250000 Penalty: 3463.532959
	Iteration 24Q: 3 clusters Score -2130413 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2130499.250000 Penalty: 3463.532959
	Iteration 25Q: 3 clusters Score -2130499 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2130561.750000 Penalty: 3463.532959
	Iteration 26Q: 3 clusters Score -2130562 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2130644.500000 Penalty: 3463.532959
	Iteration 27Q: 3 clusters Score -2130644 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2130738.000000 Penalty: 3463.532959
	Iteration 28Q: 3 clusters Score -2130738 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2130828.250000 Penalty: 3463.532959
	Iteration 29Q: 3 clusters Score -2130828 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -2130906.000000 Penalty: 3463.532959
	Iteration 30Q: 3 clusters Score -2130906 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2130975.500000 Penalty: 3463.532959
	Iteration 31Q: 3 clusters Score -2130976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2131018.250000 Penalty: 3463.532959
	Iteration 32Q: 3 clusters Score -2131018 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2131085.500000 Penalty: 3463.532959
	Iteration 33Q: 3 clusters Score -2131086 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2131137.000000 Penalty: 3463.532959
	Iteration 34Q: 3 clusters Score -2131137 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2131172.000000 Penalty: 3463.532959
	Iteration 35Q: 3 clusters Score -2131172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2131209.000000 Penalty: 3463.532959
	Iteration 36Q: 3 clusters Score -2131209 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2131255.000000 Penalty: 3463.532959
	Iteration 37Q: 3 clusters Score -2131255 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2131286.250000 Penalty: 3463.532959
	Iteration 38Q: 3 clusters Score -2131286 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2131329.000000 Penalty: 3463.532959
	Iteration 39Q: 3 clusters Score -2131329 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2131376.000000 Penalty: 3463.532959
	Iteration 40F: 3 clusters Score -2131376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2131399.000000 Penalty: 3463.532959
	Iteration 41Q: 3 clusters Score -2131399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2131434.750000 Penalty: 3463.532959
	Iteration 42Q: 3 clusters Score -2131435 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2131469.250000 Penalty: 3463.532959
	Iteration 43Q: 3 clusters Score -2131469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2131495.750000 Penalty: 3463.532959
	Iteration 44Q: 3 clusters Score -2131496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2131529.500000 Penalty: 3463.532959
	Iteration 45Q: 3 clusters Score -2131530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2131559.250000 Penalty: 3463.532959
	Iteration 46Q: 3 clusters Score -2131559 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2131589.750000 Penalty: 3463.532959
	Iteration 47Q: 3 clusters Score -2131590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2131614.000000 Penalty: 3463.532959
	Iteration 48Q: 3 clusters Score -2131614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2131635.750000 Penalty: 3463.532959
	Iteration 49Q: 3 clusters Score -2131636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2131652.250000 Penalty: 3463.532959
	Iteration 50Q: 3 clusters Score -2131652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2131668.000000 Penalty: 3463.532959
	Iteration 51Q: 3 clusters Score -2131668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2131678.000000 Penalty: 3463.532959
	Iteration 52Q: 3 clusters Score -2131678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2131683.500000 Penalty: 3463.532959
	Iteration 53Q: 3 clusters Score -2131684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2131695.000000 Penalty: 3463.532959
	Iteration 54Q: 3 clusters Score -2131695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2131700.500000 Penalty: 3463.532959
	Iteration 55Q: 3 clusters Score -2131700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2131700.750000 Penalty: 3463.532959
	Iteration 56Q: 3 clusters Score -2131701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2131705.500000 Penalty: 3463.532959
	Iteration 57Q: 3 clusters Score -2131706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2131712.250000 Penalty: 3463.532959
	Iteration 58Q: 3 clusters Score -2131712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2131718.250000 Penalty: 3463.532959
	Iteration 59Q: 3 clusters Score -2131718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2131716.750000 Penalty: 3463.532959
	Iteration 60F: 3 clusters Score -2131717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2131727.000000 Penalty: 3463.532959
	Iteration 61Q: 3 clusters Score -2131727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2131732.250000 Penalty: 3463.532959
	Iteration 62Q: 3 clusters Score -2131732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2131735.250000 Penalty: 3463.532959
	Iteration 63Q: 3 clusters Score -2131735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2131736.750000 Penalty: 3463.532959
	Iteration 64Q: 3 clusters Score -2131737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2131739.750000 Penalty: 3463.532959
	Iteration 65Q: 3 clusters Score -2131740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2131742.500000 Penalty: 3463.532959
	Iteration 66Q: 3 clusters Score -2131742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2131744.500000 Penalty: 3463.532959
	Iteration 67Q: 3 clusters Score -2131744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2131743.750000 Penalty: 3463.532959
	Iteration 68Q: 3 clusters Score -2131744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2131747.000000 Penalty: 3463.532959
	Iteration 69Q: 3 clusters Score -2131747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2131745.750000 Penalty: 3463.532959
	Iteration 70Q: 3 clusters Score -2131746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2131747.500000 Penalty: 3463.532959
	Iteration 71Q: 3 clusters Score -2131748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2131747.500000 Penalty: 3463.532959
	Iteration 72F: 3 clusters Score -2131748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -288801.500000 Penalty: 1424.488403
	Iteration 0F: 2 clusters Score -288801.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -283940.156250 Penalty: 2848.976807
	Iteration 0F: 3 clusters Score -283940.2 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -285656.125000 Penalty: 2848.976807
	Iteration 1F: 3 clusters Score -285656.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -286078.250000 Penalty: 2848.976807
	Iteration 2F: 3 clusters Score -286078.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -286562.375000 Penalty: 2848.976807
	Iteration 3F: 3 clusters Score -286562.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -287030.812500 Penalty: 2848.976807
	Iteration 4F: 3 clusters Score -287030.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -287471.312500 Penalty: 2848.976807
	Iteration 5F: 3 clusters Score -287471.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -287813.468750 Penalty: 2848.976807
	Iteration 6F: 3 clusters Score -287813.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -288079.312500 Penalty: 2848.976807
	Iteration 7Q: 3 clusters Score -288079.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -288340.968750 Penalty: 2848.976807
	Iteration 8Q: 3 clusters Score -288341 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -288599.937500 Penalty: 2848.976807
	Iteration 9Q: 3 clusters Score -288599.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -288797.343750 Penalty: 2848.976807
	Iteration 10Q: 3 clusters Score -288797.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -288897.937500 Penalty: 2848.976807
	Iteration 11Q: 3 clusters Score -288897.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -288961.750000 Penalty: 2848.976807
	Iteration 12Q: 3 clusters Score -288961.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -288997.531250 Penalty: 2848.976807
	Iteration 13Q: 3 clusters Score -288997.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -289011.375000 Penalty: 2848.976807
	Iteration 14Q: 3 clusters Score -289011.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -289016.093750 Penalty: 2848.976807
	Iteration 15Q: 3 clusters Score -289016.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -289020.906250 Penalty: 2848.976807
	Iteration 16Q: 3 clusters Score -289020.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -289024.843750 Penalty: 2848.976807
	Iteration 17Q: 3 clusters Score -289024.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -289027.343750 Penalty: 2848.976807
	Iteration 18Q: 3 clusters Score -289027.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -289028.593750 Penalty: 2848.976807
	Iteration 19Q: 3 clusters Score -289028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -289029.437500 Penalty: 2848.976807
	Iteration 20F: 3 clusters Score -289029.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -289031.218750 Penalty: 2848.976807
	Iteration 21Q: 3 clusters Score -289031.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -289031.656250 Penalty: 2848.976807
	Iteration 22Q: 3 clusters Score -289031.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -289031.593750 Penalty: 2848.976807
	Iteration 23Q: 3 clusters Score -289031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -289032.593750 Penalty: 2848.976807
	Iteration 24Q: 3 clusters Score -289032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -289032.812500 Penalty: 2848.976807
	Iteration 25Q: 3 clusters Score -289032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -289032.812500 Penalty: 2848.976807
	Iteration 26F: 3 clusters Score -289032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 42490 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 21190 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 31658 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 110845 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 241811 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63168 members 
Mstep: Class 20 contains 25145 members 
Mstep: Class 21 contains 10233 members 
Entering Unmasked Estep 
Score: -28177226.000000 Penalty: 36686.906250
Splitting cluster 4 changes total score from -28177724.000000 to -28177226.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (21190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Entering Unmasked Estep 
Score: -1067675.625000 Penalty: 1618.708740
	Iteration 0F: 2 clusters Score -1067676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1053275.875000 Penalty: 3237.417480
	Iteration 0F: 3 clusters Score -1053276 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1058708.625000 Penalty: 3237.417480
	Iteration 1F: 3 clusters Score -1058709 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1059089.875000 Penalty: 3237.417480
	Iteration 2F: 3 clusters Score -1059090 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1059469.250000 Penalty: 3237.417480
	Iteration 3Q: 3 clusters Score -1059469 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1059860.625000 Penalty: 3237.417480
	Iteration 4Q: 3 clusters Score -1059861 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1060310.000000 Penalty: 3237.417480
	Iteration 5Q: 3 clusters Score -1060310 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1061012.250000 Penalty: 3237.417480
	Iteration 6F: 3 clusters Score -1061012 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1061988.000000 Penalty: 3237.417480
	Iteration 7F: 3 clusters Score -1061988 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1063148.375000 Penalty: 3237.417480
	Iteration 8F: 3 clusters Score -1063148 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1064160.250000 Penalty: 3237.417480
	Iteration 9F: 3 clusters Score -1064160 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1064801.375000 Penalty: 3237.417480
	Iteration 10Q: 3 clusters Score -1064801 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1065176.875000 Penalty: 3237.417480
	Iteration 11Q: 3 clusters Score -1065177 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1065473.375000 Penalty: 3237.417480
	Iteration 12Q: 3 clusters Score -1065473 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1065708.500000 Penalty: 3237.417480
	Iteration 13Q: 3 clusters Score -1065708 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1065882.750000 Penalty: 3237.417480
	Iteration 14Q: 3 clusters Score -1065883 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1066022.375000 Penalty: 3237.417480
	Iteration 15Q: 3 clusters Score -1066022 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1066144.000000 Penalty: 3237.417480
	Iteration 16Q: 3 clusters Score -1066144 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1066261.500000 Penalty: 3237.417480
	Iteration 17Q: 3 clusters Score -1066262 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1066359.375000 Penalty: 3237.417480
	Iteration 18Q: 3 clusters Score -1066359 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1066435.500000 Penalty: 3237.417480
	Iteration 19Q: 3 clusters Score -1066436 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1066516.625000 Penalty: 3237.417480
	Iteration 20F: 3 clusters Score -1066517 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1066612.500000 Penalty: 3237.417480
	Iteration 21Q: 3 clusters Score -1066612 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1066744.625000 Penalty: 3237.417480
	Iteration 22Q: 3 clusters Score -1066745 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1066917.125000 Penalty: 3237.417480
	Iteration 23Q: 3 clusters Score -1066917 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1067156.000000 Penalty: 3237.417480
	Iteration 24Q: 3 clusters Score -1067156 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1067403.000000 Penalty: 3237.417480
	Iteration 25Q: 3 clusters Score -1067403 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1067562.125000 Penalty: 3237.417480
	Iteration 26Q: 3 clusters Score -1067562 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1067660.375000 Penalty: 3237.417480
	Iteration 27Q: 3 clusters Score -1067660 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1067716.625000 Penalty: 3237.417480
	Iteration 28Q: 3 clusters Score -1067717 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1067745.125000 Penalty: 3237.417480
	Iteration 29Q: 3 clusters Score -1067745 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1067756.000000 Penalty: 3237.417480
	Iteration 30Q: 3 clusters Score -1067756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1067764.375000 Penalty: 3237.417480
	Iteration 31Q: 3 clusters Score -1067764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1067770.375000 Penalty: 3237.417480
	Iteration 32Q: 3 clusters Score -1067770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1067772.000000 Penalty: 3237.417480
	Iteration 33Q: 3 clusters Score -1067772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1067774.125000 Penalty: 3237.417480
	Iteration 34Q: 3 clusters Score -1067774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1067775.000000 Penalty: 3237.417480
	Iteration 35Q: 3 clusters Score -1067775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1067773.125000 Penalty: 3237.417480
	Iteration 36Q: 3 clusters Score -1067773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1067779.500000 Penalty: 3237.417480
	Iteration 37Q: 3 clusters Score -1067780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1067781.000000 Penalty: 3237.417480
	Iteration 38Q: 3 clusters Score -1067781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1067781.000000 Penalty: 3237.417480
	Iteration 39Q: 3 clusters Score -1067781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1067780.875000 Penalty: 3237.417480
	Iteration 40F: 3 clusters Score -1067781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1067782.875000 Penalty: 3237.417480
	Iteration 41Q: 3 clusters Score -1067783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1067781.500000 Penalty: 3237.417480
	Iteration 42Q: 3 clusters Score -1067782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1067782.250000 Penalty: 3237.417480
	Iteration 43Q: 3 clusters Score -1067782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -1067783.625000 Penalty: 3237.417480
	Iteration 44Q: 3 clusters Score -1067784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1067783.000000 Penalty: 3237.417480
	Iteration 45Q: 3 clusters Score -1067783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1067784.375000 Penalty: 3237.417480
	Iteration 46Q: 3 clusters Score -1067784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1067786.125000 Penalty: 3237.417480
	Iteration 47Q: 3 clusters Score -1067786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1067787.125000 Penalty: 3237.417480
	Iteration 48Q: 3 clusters Score -1067787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1067786.125000 Penalty: 3237.417480
	Iteration 49Q: 3 clusters Score -1067786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1067786.875000 Penalty: 3237.417480
	Iteration 50Q: 3 clusters Score -1067787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1067786.875000 Penalty: 3237.417480
	Iteration 51F: 3 clusters Score -1067787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 42490 members 
Mstep: Class 4 contains 6413 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 31658 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 110845 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 241811 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 14260 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63168 members 
Mstep: Class 20 contains 25145 members 
Mstep: Class 21 contains 10233 members 
Entering Unmasked Estep 
Score: -28177366.000000 Penalty: 36686.906250
Splitting cluster 5 changes total score from -28177724.000000 to -28177366.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (13714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Entering Unmasked Estep 
Score: -673611.125000 Penalty: 1548.003052
	Iteration 0F: 2 clusters Score -673611.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -664063.187500 Penalty: 3096.006104
	Iteration 0F: 3 clusters Score -664063.2 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -667208.000000 Penalty: 3096.006104
	Iteration 1F: 3 clusters Score -667208 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -667495.000000 Penalty: 3096.006104
	Iteration 2F: 3 clusters Score -667495 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -667756.437500 Penalty: 3096.006104
	Iteration 3Q: 3 clusters Score -667756.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -668076.062500 Penalty: 3096.006104
	Iteration 4Q: 3 clusters Score -668076.1 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -668494.375000 Penalty: 3096.006104
	Iteration 5F: 3 clusters Score -668494.4 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -669134.812500 Penalty: 3096.006104
	Iteration 6F: 3 clusters Score -669134.8 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -669994.750000 Penalty: 3096.006104
	Iteration 7F: 3 clusters Score -669994.8 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -670912.375000 Penalty: 3096.006104
	Iteration 8F: 3 clusters Score -670912.4 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -671675.375000 Penalty: 3096.006104
	Iteration 9F: 3 clusters Score -671675.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -672105.437500 Penalty: 3096.006104
	Iteration 10Q: 3 clusters Score -672105.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -672338.875000 Penalty: 3096.006104
	Iteration 11Q: 3 clusters Score -672338.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -672510.312500 Penalty: 3096.006104
	Iteration 12Q: 3 clusters Score -672510.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -672632.625000 Penalty: 3096.006104
	Iteration 13Q: 3 clusters Score -672632.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -672727.312500 Penalty: 3096.006104
	Iteration 14Q: 3 clusters Score -672727.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -672813.875000 Penalty: 3096.006104
	Iteration 15Q: 3 clusters Score -672813.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -672889.375000 Penalty: 3096.006104
	Iteration 16Q: 3 clusters Score -672889.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -672938.625000 Penalty: 3096.006104
	Iteration 17Q: 3 clusters Score -672938.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -672976.812500 Penalty: 3096.006104
	Iteration 18Q: 3 clusters Score -672976.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -673014.000000 Penalty: 3096.006104
	Iteration 19Q: 3 clusters Score -673014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -673052.562500 Penalty: 3096.006104
	Iteration 20F: 3 clusters Score -673052.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -673067.937500 Penalty: 3096.006104
	Iteration 21Q: 3 clusters Score -673067.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -673080.000000 Penalty: 3096.006104
	Iteration 22Q: 3 clusters Score -673080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -673087.937500 Penalty: 3096.006104
	Iteration 23Q: 3 clusters Score -673087.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -673094.062500 Penalty: 3096.006104
	Iteration 24Q: 3 clusters Score -673094.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -673097.687500 Penalty: 3096.006104
	Iteration 25Q: 3 clusters Score -673097.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -673102.875000 Penalty: 3096.006104
	Iteration 26Q: 3 clusters Score -673102.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -673105.250000 Penalty: 3096.006104
	Iteration 27Q: 3 clusters Score -673105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -673105.812500 Penalty: 3096.006104
	Iteration 28Q: 3 clusters Score -673105.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -673106.375000 Penalty: 3096.006104
	Iteration 29Q: 3 clusters Score -673106.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -673107.562500 Penalty: 3096.006104
	Iteration 30Q: 3 clusters Score -673107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -673107.437500 Penalty: 3096.006104
	Iteration 31Q: 3 clusters Score -673107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -673108.937500 Penalty: 3096.006104
	Iteration 32Q: 3 clusters Score -673108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -673111.375000 Penalty: 3096.006104
	Iteration 33Q: 3 clusters Score -673111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -673110.062500 Penalty: 3096.006104
	Iteration 34Q: 3 clusters Score -673110.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -673111.812500 Penalty: 3096.006104
	Iteration 35Q: 3 clusters Score -673111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -673110.937500 Penalty: 3096.006104
	Iteration 36Q: 3 clusters Score -673110.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -673110.750000 Penalty: 3096.006104
	Iteration 37Q: 3 clusters Score -673110.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -673110.750000 Penalty: 3096.006104
	Iteration 38F: 3 clusters Score -673110.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Entering Unmasked Estep 
Score: -1620193.375000 Penalty: 1683.946289
	Iteration 0F: 2 clusters Score -1620193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -1598843.250000 Penalty: 3367.892578
	Iteration 0F: 3 clusters Score -1598843 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -1606890.500000 Penalty: 3367.892578
	Iteration 1F: 3 clusters Score -1606890 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1607353.875000 Penalty: 3367.892578
	Iteration 2Q: 3 clusters Score -1607354 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1607873.250000 Penalty: 3367.892578
	Iteration 3Q: 3 clusters Score -1607873 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -1608545.750000 Penalty: 3367.892578
	Iteration 4Q: 3 clusters Score -1608546 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -1609521.500000 Penalty: 3367.892578
	Iteration 5F: 3 clusters Score -1609522 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -1610807.750000 Penalty: 3367.892578
	Iteration 6F: 3 clusters Score -1610808 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -1612363.750000 Penalty: 3367.892578
	Iteration 7F: 3 clusters Score -1612364 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -1613949.375000 Penalty: 3367.892578
	Iteration 8F: 3 clusters Score -1613949 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -1615478.375000 Penalty: 3367.892578
	Iteration 9F: 3 clusters Score -1615478 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -1616796.875000 Penalty: 3367.892578
	Iteration 10Q: 3 clusters Score -1616797 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -1617665.625000 Penalty: 3367.892578
	Iteration 11Q: 3 clusters Score -1617666 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -1618108.125000 Penalty: 3367.892578
	Iteration 12Q: 3 clusters Score -1618108 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -1618323.375000 Penalty: 3367.892578
	Iteration 13Q: 3 clusters Score -1618323 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -1618455.875000 Penalty: 3367.892578
	Iteration 14Q: 3 clusters Score -1618456 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -1618531.250000 Penalty: 3367.892578
	Iteration 15Q: 3 clusters Score -1618531 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -1618578.375000 Penalty: 3367.892578
	Iteration 16Q: 3 clusters Score -1618578 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -1618632.625000 Penalty: 3367.892578
	Iteration 17Q: 3 clusters Score -1618633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -1618670.000000 Penalty: 3367.892578
	Iteration 18Q: 3 clusters Score -1618670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -1618694.250000 Penalty: 3367.892578
	Iteration 19Q: 3 clusters Score -1618694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -1618715.000000 Penalty: 3367.892578
	Iteration 20F: 3 clusters Score -1618715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -1618728.875000 Penalty: 3367.892578
	Iteration 21Q: 3 clusters Score -1618729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -1618738.500000 Penalty: 3367.892578
	Iteration 22Q: 3 clusters Score -1618738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -1618746.375000 Penalty: 3367.892578
	Iteration 23Q: 3 clusters Score -1618746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -1618751.750000 Penalty: 3367.892578
	Iteration 24Q: 3 clusters Score -1618752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -1618757.000000 Penalty: 3367.892578
	Iteration 25Q: 3 clusters Score -1618757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -1618761.125000 Penalty: 3367.892578
	Iteration 26Q: 3 clusters Score -1618761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -1618762.625000 Penalty: 3367.892578
	Iteration 27Q: 3 clusters Score -1618763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -1618764.125000 Penalty: 3367.892578
	Iteration 28Q: 3 clusters Score -1618764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -1618765.500000 Penalty: 3367.892578
	Iteration 29Q: 3 clusters Score -1618766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -1618771.500000 Penalty: 3367.892578
	Iteration 30Q: 3 clusters Score -1618772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -1618772.125000 Penalty: 3367.892578
	Iteration 31Q: 3 clusters Score -1618772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -1618775.000000 Penalty: 3367.892578
	Iteration 32Q: 3 clusters Score -1618775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -1618776.000000 Penalty: 3367.892578
	Iteration 33Q: 3 clusters Score -1618776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -1618777.500000 Penalty: 3367.892578
	Iteration 34Q: 3 clusters Score -1618778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -1618778.625000 Penalty: 3367.892578
	Iteration 35Q: 3 clusters Score -1618779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -1618778.375000 Penalty: 3367.892578
	Iteration 36Q: 3 clusters Score -1618778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -1618781.875000 Penalty: 3367.892578
	Iteration 37Q: 3 clusters Score -1618782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -1618783.250000 Penalty: 3367.892578
	Iteration 38Q: 3 clusters Score -1618783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -1618782.750000 Penalty: 3367.892578
	Iteration 39Q: 3 clusters Score -1618783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -1618784.500000 Penalty: 3367.892578
	Iteration 40F: 3 clusters Score -1618784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -1618786.000000 Penalty: 3367.892578
	Iteration 41Q: 3 clusters Score -1618786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -1618787.000000 Penalty: 3367.892578
	Iteration 42Q: 3 clusters Score -1618787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -1618787.750000 Penalty: 3367.892578
	Iteration 43Q: 3 clusters Score -1618788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -1618787.750000 Penalty: 3367.892578
	Iteration 44F: 3 clusters Score -1618788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -26952.882812 Penalty: 1038.958496
	Iteration 0F: 2 clusters Score -26952.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -25807.898438 Penalty: 2077.916992
	Iteration 0F: 3 clusters Score -25807.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25955.871094 Penalty: 2077.916992
	Iteration 1F: 3 clusters Score -25955.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -26002.519531 Penalty: 2077.916992
	Iteration 2Q: 3 clusters Score -26002.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -26042.000000 Penalty: 2077.916992
	Iteration 3Q: 3 clusters Score -26042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26058.669922 Penalty: 2077.916992
	Iteration 4Q: 3 clusters Score -26058.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -26076.787109 Penalty: 2077.916992
	Iteration 5Q: 3 clusters Score -26076.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -26100.582031 Penalty: 2077.916992
	Iteration 6Q: 3 clusters Score -26100.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -26150.308594 Penalty: 2077.916992
	Iteration 7Q: 3 clusters Score -26150.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -26183.001953 Penalty: 2077.916992
	Iteration 8Q: 3 clusters Score -26183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -26201.402344 Penalty: 2077.916992
	Iteration 9Q: 3 clusters Score -26201.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -26218.996094 Penalty: 2077.916992
	Iteration 10Q: 3 clusters Score -26219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26249.123047 Penalty: 2077.916992
	Iteration 11Q: 3 clusters Score -26249.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26267.246094 Penalty: 2077.916992
	Iteration 12Q: 3 clusters Score -26267.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26282.146484 Penalty: 2077.916992
	Iteration 13Q: 3 clusters Score -26282.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -26298.988281 Penalty: 2077.916992
	Iteration 14Q: 3 clusters Score -26298.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26312.423828 Penalty: 2077.916992
	Iteration 15Q: 3 clusters Score -26312.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26316.357422 Penalty: 2077.916992
	Iteration 16Q: 3 clusters Score -26316.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -26322.863281 Penalty: 2077.916992
	Iteration 17Q: 3 clusters Score -26322.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26332.496094 Penalty: 2077.916992
	Iteration 18Q: 3 clusters Score -26332.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -26341.666016 Penalty: 2077.916992
	Iteration 19Q: 3 clusters Score -26341.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -26351.417969 Penalty: 2077.916992
	Iteration 20F: 3 clusters Score -26351.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26357.335938 Penalty: 2077.916992
	Iteration 21Q: 3 clusters Score -26357.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26357.335938 Penalty: 2077.916992
	Iteration 22F: 3 clusters Score -26357.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (110845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110845 members 
Entering Unmasked Estep 
Score: -5742767.000000 Penalty: 1887.581787
	Iteration 0F: 2 clusters Score -5742767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -5668683.500000 Penalty: 3775.163574
	Iteration 0F: 3 clusters Score -5668684 nChanged 53106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 59675 members 
Entering Unmasked Estep 
Score: -5700669.500000 Penalty: 3775.163574
	Iteration 1F: 3 clusters Score -5700670 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 61723 members 
Entering Unmasked Estep 
Score: -5702504.500000 Penalty: 3775.163574
	Iteration 2Q: 3 clusters Score -5702504 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -5705305.000000 Penalty: 3775.163574
	Iteration 3Q: 3 clusters Score -5705305 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 68436 members 
Entering Unmasked Estep 
Score: -5708822.000000 Penalty: 3775.163574
	Iteration 4F: 3 clusters Score -5708822 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 73405 members 
Entering Unmasked Estep 
Score: -5713196.500000 Penalty: 3775.163574
	Iteration 5F: 3 clusters Score -5713196 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -5718068.500000 Penalty: 3775.163574
	Iteration 6F: 3 clusters Score -5718068 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -5723225.500000 Penalty: 3775.163574
	Iteration 7F: 3 clusters Score -5723226 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 92384 members 
Entering Unmasked Estep 
Score: -5728276.000000 Penalty: 3775.163574
	Iteration 8F: 3 clusters Score -5728276 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -5732632.500000 Penalty: 3775.163574
	Iteration 9F: 3 clusters Score -5732632 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 102787 members 
Entering Unmasked Estep 
Score: -5735967.000000 Penalty: 3775.163574
	Iteration 10Q: 3 clusters Score -5735967 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 105979 members 
Entering Unmasked Estep 
Score: -5738238.500000 Penalty: 3775.163574
	Iteration 11Q: 3 clusters Score -5738238 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 107866 members 
Entering Unmasked Estep 
Score: -5739454.500000 Penalty: 3775.163574
	Iteration 12Q: 3 clusters Score -5739454 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 108957 members 
Entering Unmasked Estep 
Score: -5740186.000000 Penalty: 3775.163574
	Iteration 13Q: 3 clusters Score -5740186 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 109559 members 
Entering Unmasked Estep 
Score: -5740606.000000 Penalty: 3775.163574
	Iteration 14Q: 3 clusters Score -5740606 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 109870 members 
Entering Unmasked Estep 
Score: -5740789.500000 Penalty: 3775.163574
	Iteration 15Q: 3 clusters Score -5740790 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 110043 members 
Entering Unmasked Estep 
Score: -5740895.500000 Penalty: 3775.163574
	Iteration 16Q: 3 clusters Score -5740896 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 110154 members 
Entering Unmasked Estep 
Score: -5740966.500000 Penalty: 3775.163574
	Iteration 17Q: 3 clusters Score -5740966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -5741019.000000 Penalty: 3775.163574
	Iteration 18Q: 3 clusters Score -5741019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 110279 members 
Entering Unmasked Estep 
Score: -5741048.500000 Penalty: 3775.163574
	Iteration 19Q: 3 clusters Score -5741048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 110311 members 
Entering Unmasked Estep 
Score: -5741077.500000 Penalty: 3775.163574
	Iteration 20F: 3 clusters Score -5741078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 110327 members 
Entering Unmasked Estep 
Score: -5741089.500000 Penalty: 3775.163574
	Iteration 21Q: 3 clusters Score -5741090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -5741103.000000 Penalty: 3775.163574
	Iteration 22Q: 3 clusters Score -5741103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 110363 members 
Entering Unmasked Estep 
Score: -5741118.000000 Penalty: 3775.163574
	Iteration 23Q: 3 clusters Score -5741118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 110382 members 
Entering Unmasked Estep 
Score: -5741128.500000 Penalty: 3775.163574
	Iteration 24Q: 3 clusters Score -5741128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 110397 members 
Entering Unmasked Estep 
Score: -5741139.500000 Penalty: 3775.163574
	Iteration 25Q: 3 clusters Score -5741140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 110405 members 
Entering Unmasked Estep 
Score: -5741147.000000 Penalty: 3775.163574
	Iteration 26Q: 3 clusters Score -5741147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
Score: -5741162.000000 Penalty: 3775.163574
	Iteration 27Q: 3 clusters Score -5741162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -5741170.500000 Penalty: 3775.163574
	Iteration 28Q: 3 clusters Score -5741170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 110424 members 
Entering Unmasked Estep 
Score: -5741179.000000 Penalty: 3775.163574
	Iteration 29Q: 3 clusters Score -5741179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 110431 members 
Entering Unmasked Estep 
Score: -5741185.000000 Penalty: 3775.163574
	Iteration 30Q: 3 clusters Score -5741185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 110439 members 
Entering Unmasked Estep 
Score: -5741196.000000 Penalty: 3775.163574
	Iteration 31Q: 3 clusters Score -5741196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 110445 members 
Entering Unmasked Estep 
Score: -5741209.000000 Penalty: 3775.163574
	Iteration 32Q: 3 clusters Score -5741209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
Score: -5741213.500000 Penalty: 3775.163574
	Iteration 33Q: 3 clusters Score -5741214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 110459 members 
Entering Unmasked Estep 
Score: -5741210.500000 Penalty: 3775.163574
	Iteration 34Q: 3 clusters Score -5741210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 110463 members 
Entering Unmasked Estep 
Score: -5741215.500000 Penalty: 3775.163574
	Iteration 35Q: 3 clusters Score -5741216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 110467 members 
Entering Unmasked Estep 
Score: -5741225.000000 Penalty: 3775.163574
	Iteration 36Q: 3 clusters Score -5741225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 110470 members 
Entering Unmasked Estep 
Score: -5741228.500000 Penalty: 3775.163574
	Iteration 37Q: 3 clusters Score -5741228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 110472 members 
Entering Unmasked Estep 
Score: -5741235.500000 Penalty: 3775.163574
	Iteration 38Q: 3 clusters Score -5741236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 110476 members 
Entering Unmasked Estep 
Score: -5741238.500000 Penalty: 3775.163574
	Iteration 39Q: 3 clusters Score -5741238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 110477 members 
Entering Unmasked Estep 
Score: -5741242.500000 Penalty: 3775.163574
	Iteration 40F: 3 clusters Score -5741242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -5741238.500000 Penalty: 3775.163574
	Iteration 41Q: 3 clusters Score -5741238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 110479 members 
Entering Unmasked Estep 
Score: -5741240.500000 Penalty: 3775.163574
	Iteration 42Q: 3 clusters Score -5741240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 110479 members 
Entering Unmasked Estep 
Score: -5741240.500000 Penalty: 3775.163574
	Iteration 43F: 3 clusters Score -5741240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Entering Unmasked Estep 
Score: -303536.250000 Penalty: 1447.992188
	Iteration 0F: 2 clusters Score -303536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -298112.937500 Penalty: 2895.984375
	Iteration 0F: 3 clusters Score -298112.9 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -299821.093750 Penalty: 2895.984375
	Iteration 1F: 3 clusters Score -299821.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -300065.343750 Penalty: 2895.984375
	Iteration 2F: 3 clusters Score -300065.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -300276.437500 Penalty: 2895.984375
	Iteration 3F: 3 clusters Score -300276.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -300444.843750 Penalty: 2895.984375
	Iteration 4Q: 3 clusters Score -300444.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -300589.781250 Penalty: 2895.984375
	Iteration 5Q: 3 clusters Score -300589.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -300721.343750 Penalty: 2895.984375
	Iteration 6Q: 3 clusters Score -300721.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -300893.281250 Penalty: 2895.984375
	Iteration 7Q: 3 clusters Score -300893.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -301087.750000 Penalty: 2895.984375
	Iteration 8Q: 3 clusters Score -301087.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -301258.093750 Penalty: 2895.984375
	Iteration 9Q: 3 clusters Score -301258.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -301410.468750 Penalty: 2895.984375
	Iteration 10Q: 3 clusters Score -301410.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -301548.718750 Penalty: 2895.984375
	Iteration 11Q: 3 clusters Score -301548.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -301667.875000 Penalty: 2895.984375
	Iteration 12Q: 3 clusters Score -301667.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -301758.031250 Penalty: 2895.984375
	Iteration 13Q: 3 clusters Score -301758 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -301823.000000 Penalty: 2895.984375
	Iteration 14Q: 3 clusters Score -301823 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -301872.062500 Penalty: 2895.984375
	Iteration 15Q: 3 clusters Score -301872.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -301923.843750 Penalty: 2895.984375
	Iteration 16Q: 3 clusters Score -301923.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -301964.031250 Penalty: 2895.984375
	Iteration 17Q: 3 clusters Score -301964 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -301992.125000 Penalty: 2895.984375
	Iteration 18Q: 3 clusters Score -301992.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -302017.875000 Penalty: 2895.984375
	Iteration 19Q: 3 clusters Score -302017.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -302037.781250 Penalty: 2895.984375
	Iteration 20F: 3 clusters Score -302037.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -302051.125000 Penalty: 2895.984375
	Iteration 21Q: 3 clusters Score -302051.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -302061.968750 Penalty: 2895.984375
	Iteration 22Q: 3 clusters Score -302062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -302075.593750 Penalty: 2895.984375
	Iteration 23Q: 3 clusters Score -302075.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -302091.250000 Penalty: 2895.984375
	Iteration 24Q: 3 clusters Score -302091.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -302105.687500 Penalty: 2895.984375
	Iteration 25Q: 3 clusters Score -302105.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -302119.187500 Penalty: 2895.984375
	Iteration 26Q: 3 clusters Score -302119.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -302137.031250 Penalty: 2895.984375
	Iteration 27Q: 3 clusters Score -302137 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -302149.656250 Penalty: 2895.984375
	Iteration 28Q: 3 clusters Score -302149.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -302165.062500 Penalty: 2895.984375
	Iteration 29Q: 3 clusters Score -302165.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -302194.656250 Penalty: 2895.984375
	Iteration 30Q: 3 clusters Score -302194.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -302214.312500 Penalty: 2895.984375
	Iteration 31Q: 3 clusters Score -302214.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -302232.843750 Penalty: 2895.984375
	Iteration 32Q: 3 clusters Score -302232.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -302258.312500 Penalty: 2895.984375
	Iteration 33Q: 3 clusters Score -302258.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -302276.593750 Penalty: 2895.984375
	Iteration 34Q: 3 clusters Score -302276.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -302295.531250 Penalty: 2895.984375
	Iteration 35Q: 3 clusters Score -302295.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -302317.281250 Penalty: 2895.984375
	Iteration 36Q: 3 clusters Score -302317.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -302332.062500 Penalty: 2895.984375
	Iteration 37Q: 3 clusters Score -302332.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -302340.906250 Penalty: 2895.984375
	Iteration 38Q: 3 clusters Score -302340.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -302347.593750 Penalty: 2895.984375
	Iteration 39Q: 3 clusters Score -302347.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -302357.031250 Penalty: 2895.984375
	Iteration 40F: 3 clusters Score -302357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -302365.031250 Penalty: 2895.984375
	Iteration 41Q: 3 clusters Score -302365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -302370.875000 Penalty: 2895.984375
	Iteration 42Q: 3 clusters Score -302370.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -302373.562500 Penalty: 2895.984375
	Iteration 43Q: 3 clusters Score -302373.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -302381.812500 Penalty: 2895.984375
	Iteration 44Q: 3 clusters Score -302381.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -302387.875000 Penalty: 2895.984375
	Iteration 45Q: 3 clusters Score -302387.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -302393.750000 Penalty: 2895.984375
	Iteration 46Q: 3 clusters Score -302393.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -302397.562500 Penalty: 2895.984375
	Iteration 47Q: 3 clusters Score -302397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -302403.593750 Penalty: 2895.984375
	Iteration 48Q: 3 clusters Score -302403.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -302406.312500 Penalty: 2895.984375
	Iteration 49Q: 3 clusters Score -302406.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -302408.625000 Penalty: 2895.984375
	Iteration 50Q: 3 clusters Score -302408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -302408.781250 Penalty: 2895.984375
	Iteration 51Q: 3 clusters Score -302408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -302409.281250 Penalty: 2895.984375
	Iteration 52Q: 3 clusters Score -302409.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -302409.281250 Penalty: 2895.984375
	Iteration 53F: 3 clusters Score -302409.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (241811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241811 members 
Entering Unmasked Estep 
Score: -12114010.000000 Penalty: 2014.335693
	Iteration 0F: 2 clusters Score -1.211401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120925 members 
Mstep: Class 2 contains 120886 members 
Entering Unmasked Estep 
Score: -11951507.000000 Penalty: 4028.671387
	Iteration 0F: 3 clusters Score -1.195151e+07 nChanged 117555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122120 members 
Mstep: Class 2 contains 119691 members 
Entering Unmasked Estep 
Score: -12020497.000000 Penalty: 4028.671387
	Iteration 1F: 3 clusters Score -1.20205e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122783 members 
Mstep: Class 2 contains 119028 members 
Entering Unmasked Estep 
Score: -12021551.000000 Penalty: 4028.671387
	Iteration 2Q: 3 clusters Score -1.202155e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -12022802.000000 Penalty: 4028.671387
	Iteration 3Q: 3 clusters Score -1.20228e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125583 members 
Mstep: Class 2 contains 116228 members 
Entering Unmasked Estep 
Score: -12024440.000000 Penalty: 4028.671387
	Iteration 4Q: 3 clusters Score -1.202444e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128324 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -12026650.000000 Penalty: 4028.671387
	Iteration 5Q: 3 clusters Score -1.202665e+07 nChanged 9373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132469 members 
Mstep: Class 2 contains 109342 members 
Entering Unmasked Estep 
Score: -12029735.000000 Penalty: 4028.671387
	Iteration 6Q: 3 clusters Score -1.202974e+07 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138326 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
Score: -12033938.000000 Penalty: 4028.671387
	Iteration 7Q: 3 clusters Score -1.203394e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146196 members 
Mstep: Class 2 contains 95615 members 
Entering Unmasked Estep 
Score: -12038882.000000 Penalty: 4028.671387
	Iteration 8F: 3 clusters Score -1.203888e+07 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156246 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -12045415.000000 Penalty: 4028.671387
	Iteration 9F: 3 clusters Score -1.204542e+07 nChanged 14199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168533 members 
Mstep: Class 2 contains 73278 members 
Entering Unmasked Estep 
Score: -12053370.000000 Penalty: 4028.671387
	Iteration 10F: 3 clusters Score -1.205337e+07 nChanged 14848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182669 members 
Mstep: Class 2 contains 59142 members 
Entering Unmasked Estep 
Score: -12062975.000000 Penalty: 4028.671387
	Iteration 11F: 3 clusters Score -1.206298e+07 nChanged 15451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197968 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -12074528.000000 Penalty: 4028.671387
	Iteration 12F: 3 clusters Score -1.207453e+07 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212819 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -12086864.000000 Penalty: 4028.671387
	Iteration 13F: 3 clusters Score -1.208686e+07 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225423 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -12098117.000000 Penalty: 4028.671387
	Iteration 14F: 3 clusters Score -1.209812e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233903 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -12105627.000000 Penalty: 4028.671387
	Iteration 15Q: 3 clusters Score -1.210563e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238382 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -12109502.000000 Penalty: 4028.671387
	Iteration 16Q: 3 clusters Score -1.21095e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240292 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -12111133.000000 Penalty: 4028.671387
	Iteration 17Q: 3 clusters Score -1.211113e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241051 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12111687.000000 Penalty: 4028.671387
	Iteration 18Q: 3 clusters Score -1.211169e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241323 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12111927.000000 Penalty: 4028.671387
	Iteration 19Q: 3 clusters Score -1.211193e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241417 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -12112041.000000 Penalty: 4028.671387
	Iteration 20F: 3 clusters Score -1.211204e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241460 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -12112109.000000 Penalty: 4028.671387
	Iteration 21Q: 3 clusters Score -1.211211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241485 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -12112146.000000 Penalty: 4028.671387
	Iteration 22Q: 3 clusters Score -1.211215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241498 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -12112173.000000 Penalty: 4028.671387
	Iteration 23Q: 3 clusters Score -1.211217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241508 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -12112166.000000 Penalty: 4028.671387
	Iteration 24Q: 3 clusters Score -1.211217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241514 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -12112185.000000 Penalty: 4028.671387
	Iteration 25Q: 3 clusters Score -1.211218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241520 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -12112192.000000 Penalty: 4028.671387
	Iteration 26Q: 3 clusters Score -1.211219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241524 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -12112203.000000 Penalty: 4028.671387
	Iteration 27Q: 3 clusters Score -1.21122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241527 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -12112202.000000 Penalty: 4028.671387
	Iteration 28Q: 3 clusters Score -1.21122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241530 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12112212.000000 Penalty: 4028.671387
	Iteration 29Q: 3 clusters Score -1.211221e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241531 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12112211.000000 Penalty: 4028.671387
	Iteration 30Q: 3 clusters Score -1.211221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241532 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12112214.000000 Penalty: 4028.671387
	Iteration 31Q: 3 clusters Score -1.211221e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241532 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12112210.000000 Penalty: 4028.671387
	Iteration 32Q: 3 clusters Score -1.211221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241531 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12112216.000000 Penalty: 4028.671387
	Iteration 33Q: 3 clusters Score -1.211222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241532 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12112218.000000 Penalty: 4028.671387
	Iteration 34Q: 3 clusters Score -1.211222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241532 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12112218.000000 Penalty: 4028.671387
	Iteration 35Q: 3 clusters Score -1.211222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241533 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12112226.000000 Penalty: 4028.671387
	Iteration 36Q: 3 clusters Score -1.211223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241533 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12112237.000000 Penalty: 4028.671387
	Iteration 37Q: 3 clusters Score -1.211224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241533 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -12112234.000000 Penalty: 4028.671387
	Iteration 38Q: 3 clusters Score -1.211223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241532 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12112228.000000 Penalty: 4028.671387
	Iteration 39Q: 3 clusters Score -1.211223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241532 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -12112228.000000 Penalty: 4028.671387
	Iteration 40F: 3 clusters Score -1.211223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241531 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12112220.000000 Penalty: 4028.671387
	Iteration 41Q: 3 clusters Score -1.211222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241531 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -12112220.000000 Penalty: 4028.671387
	Iteration 42F: 3 clusters Score -1.211222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -108869.796875 Penalty: 1261.629028
	Iteration 0F: 2 clusters Score -108869.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -106566.703125 Penalty: 2523.258057
	Iteration 0F: 3 clusters Score -106566.7 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -107081.218750 Penalty: 2523.258057
	Iteration 1F: 3 clusters Score -107081.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -107187.710938 Penalty: 2523.258057
	Iteration 2F: 3 clusters Score -107187.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -107234.453125 Penalty: 2523.258057
	Iteration 3Q: 3 clusters Score -107234.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -107278.625000 Penalty: 2523.258057
	Iteration 4Q: 3 clusters Score -107278.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -107310.242188 Penalty: 2523.258057
	Iteration 5Q: 3 clusters Score -107310.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -107334.203125 Penalty: 2523.258057
	Iteration 6Q: 3 clusters Score -107334.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -107350.015625 Penalty: 2523.258057
	Iteration 7Q: 3 clusters Score -107350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -107366.976562 Penalty: 2523.258057
	Iteration 8Q: 3 clusters Score -107367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -107381.554688 Penalty: 2523.258057
	Iteration 9Q: 3 clusters Score -107381.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -107396.960938 Penalty: 2523.258057
	Iteration 10Q: 3 clusters Score -107397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -107414.148438 Penalty: 2523.258057
	Iteration 11Q: 3 clusters Score -107414.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -107435.117188 Penalty: 2523.258057
	Iteration 12Q: 3 clusters Score -107435.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -107449.226562 Penalty: 2523.258057
	Iteration 13Q: 3 clusters Score -107449.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -107458.125000 Penalty: 2523.258057
	Iteration 14Q: 3 clusters Score -107458.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -107467.765625 Penalty: 2523.258057
	Iteration 15Q: 3 clusters Score -107467.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -107472.679688 Penalty: 2523.258057
	Iteration 16Q: 3 clusters Score -107472.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -107481.132812 Penalty: 2523.258057
	Iteration 17Q: 3 clusters Score -107481.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -107492.070312 Penalty: 2523.258057
	Iteration 18Q: 3 clusters Score -107492.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -107504.500000 Penalty: 2523.258057
	Iteration 19Q: 3 clusters Score -107504.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -107523.187500 Penalty: 2523.258057
	Iteration 20F: 3 clusters Score -107523.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -107542.546875 Penalty: 2523.258057
	Iteration 21Q: 3 clusters Score -107542.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -107556.273438 Penalty: 2523.258057
	Iteration 22Q: 3 clusters Score -107556.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -107565.835938 Penalty: 2523.258057
	Iteration 23Q: 3 clusters Score -107565.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -107572.750000 Penalty: 2523.258057
	Iteration 24Q: 3 clusters Score -107572.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -107578.671875 Penalty: 2523.258057
	Iteration 25Q: 3 clusters Score -107578.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -107584.406250 Penalty: 2523.258057
	Iteration 26Q: 3 clusters Score -107584.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -107591.171875 Penalty: 2523.258057
	Iteration 27Q: 3 clusters Score -107591.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -107596.679688 Penalty: 2523.258057
	Iteration 28Q: 3 clusters Score -107596.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -107601.203125 Penalty: 2523.258057
	Iteration 29Q: 3 clusters Score -107601.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -107606.257812 Penalty: 2523.258057
	Iteration 30Q: 3 clusters Score -107606.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -107609.953125 Penalty: 2523.258057
	Iteration 31Q: 3 clusters Score -107610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -107614.171875 Penalty: 2523.258057
	Iteration 32Q: 3 clusters Score -107614.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -107620.023438 Penalty: 2523.258057
	Iteration 33Q: 3 clusters Score -107620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -107622.250000 Penalty: 2523.258057
	Iteration 34Q: 3 clusters Score -107622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -107624.640625 Penalty: 2523.258057
	Iteration 35Q: 3 clusters Score -107624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -107626.101562 Penalty: 2523.258057
	Iteration 36Q: 3 clusters Score -107626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -107627.796875 Penalty: 2523.258057
	Iteration 37Q: 3 clusters Score -107627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -107630.343750 Penalty: 2523.258057
	Iteration 38Q: 3 clusters Score -107630.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -107631.164062 Penalty: 2523.258057
	Iteration 39Q: 3 clusters Score -107631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -107631.789062 Penalty: 2523.258057
	Iteration 40F: 3 clusters Score -107631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -107633.664062 Penalty: 2523.258057
	Iteration 41Q: 3 clusters Score -107633.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -107634.914062 Penalty: 2523.258057
	Iteration 42Q: 3 clusters Score -107634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -107635.968750 Penalty: 2523.258057
	Iteration 43Q: 3 clusters Score -107636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -107636.648438 Penalty: 2523.258057
	Iteration 44Q: 3 clusters Score -107636.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -107636.812500 Penalty: 2523.258057
	Iteration 45Q: 3 clusters Score -107636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -107637.007812 Penalty: 2523.258057
	Iteration 46Q: 3 clusters Score -107637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -107637.007812 Penalty: 2523.258057
	Iteration 47F: 3 clusters Score -107637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -48332.722656 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -48332.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -46918.585938 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -46918.59 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -47135.875000 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -47135.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -47199.898438 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -47199.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -47229.136719 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -47229.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47242.960938 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -47242.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -47247.449219 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -47247.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -47249.289062 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -47249.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47250.753906 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -47250.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -47250.753906 Penalty: 2240.108398
	Iteration 8F: 3 clusters Score -47250.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63168 members 
Entering Unmasked Estep 
Score: -3129424.750000 Penalty: 1796.202515
	Iteration 0F: 2 clusters Score -3129425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -3087139.250000 Penalty: 3592.405029
	Iteration 0F: 3 clusters Score -3087139 nChanged 29845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -3104482.000000 Penalty: 3592.405029
	Iteration 1F: 3 clusters Score -3104482 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -3105422.750000 Penalty: 3592.405029
	Iteration 2Q: 3 clusters Score -3105423 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -3106915.500000 Penalty: 3592.405029
	Iteration 3F: 3 clusters Score -3106916 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -3109211.500000 Penalty: 3592.405029
	Iteration 4F: 3 clusters Score -3109212 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -3112580.500000 Penalty: 3592.405029
	Iteration 5F: 3 clusters Score -3112580 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -3116821.750000 Penalty: 3592.405029
	Iteration 6F: 3 clusters Score -3116822 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -3120838.250000 Penalty: 3592.405029
	Iteration 7F: 3 clusters Score -3120838 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -3123724.250000 Penalty: 3592.405029
	Iteration 8F: 3 clusters Score -3123724 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -3125521.000000 Penalty: 3592.405029
	Iteration 9Q: 3 clusters Score -3125521 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -3126710.250000 Penalty: 3592.405029
	Iteration 10Q: 3 clusters Score -3126710 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -3127437.500000 Penalty: 3592.405029
	Iteration 11Q: 3 clusters Score -3127438 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -3127869.750000 Penalty: 3592.405029
	Iteration 12Q: 3 clusters Score -3127870 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -3128079.750000 Penalty: 3592.405029
	Iteration 13Q: 3 clusters Score -3128080 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -3128173.000000 Penalty: 3592.405029
	Iteration 14Q: 3 clusters Score -3128173 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -3128245.000000 Penalty: 3592.405029
	Iteration 15Q: 3 clusters Score -3128245 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 61226 members 
Entering Unmasked Estep 
Score: -3128305.000000 Penalty: 3592.405029
	Iteration 16Q: 3 clusters Score -3128305 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -3128354.000000 Penalty: 3592.405029
	Iteration 17Q: 3 clusters Score -3128354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -3128407.250000 Penalty: 3592.405029
	Iteration 18Q: 3 clusters Score -3128407 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 61444 members 
Entering Unmasked Estep 
Score: -3128462.000000 Penalty: 3592.405029
	Iteration 19Q: 3 clusters Score -3128462 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 61499 members 
Entering Unmasked Estep 
Score: -3128549.250000 Penalty: 3592.405029
	Iteration 20F: 3 clusters Score -3128549 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -3128636.250000 Penalty: 3592.405029
	Iteration 21Q: 3 clusters Score -3128636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -3128737.000000 Penalty: 3592.405029
	Iteration 22Q: 3 clusters Score -3128737 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -3128823.750000 Penalty: 3592.405029
	Iteration 23Q: 3 clusters Score -3128824 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -3128870.750000 Penalty: 3592.405029
	Iteration 24Q: 3 clusters Score -3128871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -3128890.750000 Penalty: 3592.405029
	Iteration 25Q: 3 clusters Score -3128891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 61668 members 
Entering Unmasked Estep 
Score: -3128899.250000 Penalty: 3592.405029
	Iteration 26Q: 3 clusters Score -3128899 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -3128907.000000 Penalty: 3592.405029
	Iteration 27Q: 3 clusters Score -3128907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -3128914.250000 Penalty: 3592.405029
	Iteration 28Q: 3 clusters Score -3128914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -3128917.750000 Penalty: 3592.405029
	Iteration 29Q: 3 clusters Score -3128918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -3128925.000000 Penalty: 3592.405029
	Iteration 30Q: 3 clusters Score -3128925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -3128927.750000 Penalty: 3592.405029
	Iteration 31Q: 3 clusters Score -3128928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -3128930.750000 Penalty: 3592.405029
	Iteration 32Q: 3 clusters Score -3128931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -3128929.500000 Penalty: 3592.405029
	Iteration 33Q: 3 clusters Score -3128930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -3128936.750000 Penalty: 3592.405029
	Iteration 34Q: 3 clusters Score -3128937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -3128933.250000 Penalty: 3592.405029
	Iteration 35Q: 3 clusters Score -3128933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -3128936.500000 Penalty: 3592.405029
	Iteration 36Q: 3 clusters Score -3128936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 61553 members 
Entering Unmasked Estep 
Score: -3128937.250000 Penalty: 3592.405029
	Iteration 37Q: 3 clusters Score -3128937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 61549 members 
Entering Unmasked Estep 
Score: -3128937.750000 Penalty: 3592.405029
	Iteration 38Q: 3 clusters Score -3128938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -3128937.000000 Penalty: 3592.405029
	Iteration 39Q: 3 clusters Score -3128937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -3128942.000000 Penalty: 3592.405029
	Iteration 40F: 3 clusters Score -3128942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -3128941.500000 Penalty: 3592.405029
	Iteration 41Q: 3 clusters Score -3128942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -3128940.500000 Penalty: 3592.405029
	Iteration 42Q: 3 clusters Score -3128940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -3128942.250000 Penalty: 3592.405029
	Iteration 43Q: 3 clusters Score -3128942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -3128949.250000 Penalty: 3592.405029
	Iteration 44Q: 3 clusters Score -3128949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -3128945.750000 Penalty: 3592.405029
	Iteration 45Q: 3 clusters Score -3128946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -3128954.750000 Penalty: 3592.405029
	Iteration 46Q: 3 clusters Score -3128955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -3128955.750000 Penalty: 3592.405029
	Iteration 47Q: 3 clusters Score -3128956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
Score: -3128956.500000 Penalty: 3592.405029
	Iteration 48Q: 3 clusters Score -3128956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -3128951.500000 Penalty: 3592.405029
	Iteration 49Q: 3 clusters Score -3128952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -3128955.750000 Penalty: 3592.405029
	Iteration 50Q: 3 clusters Score -3128956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -3128951.250000 Penalty: 3592.405029
	Iteration 51Q: 3 clusters Score -3128951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -3128956.250000 Penalty: 3592.405029
	Iteration 52Q: 3 clusters Score -3128956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -3128957.750000 Penalty: 3592.405029
	Iteration 53Q: 3 clusters Score -3128958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -3128952.750000 Penalty: 3592.405029
	Iteration 54Q: 3 clusters Score -3128953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -3128956.500000 Penalty: 3592.405029
	Iteration 55Q: 3 clusters Score -3128956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 61445 members 
Entering Unmasked Estep 
Score: -3128952.500000 Penalty: 3592.405029
	Iteration 56Q: 3 clusters Score -3128952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -3128954.500000 Penalty: 3592.405029
	Iteration 57Q: 3 clusters Score -3128954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -3128956.500000 Penalty: 3592.405029
	Iteration 58Q: 3 clusters Score -3128956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -3128956.000000 Penalty: 3592.405029
	Iteration 59Q: 3 clusters Score -3128956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 61439 members 
Entering Unmasked Estep 
Score: -3128956.000000 Penalty: 3592.405029
	Iteration 60F: 3 clusters Score -3128956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Entering Unmasked Estep 
Score: -1194824.625000 Penalty: 1646.517212
	Iteration 0F: 2 clusters Score -1194825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1177800.125000 Penalty: 3293.034424
	Iteration 0F: 3 clusters Score -1177800 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1184091.250000 Penalty: 3293.034424
	Iteration 1F: 3 clusters Score -1184091 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1184461.250000 Penalty: 3293.034424
	Iteration 2Q: 3 clusters Score -1184461 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1184804.125000 Penalty: 3293.034424
	Iteration 3Q: 3 clusters Score -1184804 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1185159.625000 Penalty: 3293.034424
	Iteration 4Q: 3 clusters Score -1185160 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1185584.125000 Penalty: 3293.034424
	Iteration 5Q: 3 clusters Score -1185584 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1186084.250000 Penalty: 3293.034424
	Iteration 6Q: 3 clusters Score -1186084 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1186668.875000 Penalty: 3293.034424
	Iteration 7Q: 3 clusters Score -1186669 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -1187363.250000 Penalty: 3293.034424
	Iteration 8Q: 3 clusters Score -1187363 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1188142.875000 Penalty: 3293.034424
	Iteration 9F: 3 clusters Score -1188143 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1188861.750000 Penalty: 3293.034424
	Iteration 10Q: 3 clusters Score -1188862 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1189336.125000 Penalty: 3293.034424
	Iteration 11Q: 3 clusters Score -1189336 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1189596.875000 Penalty: 3293.034424
	Iteration 12Q: 3 clusters Score -1189597 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1189725.875000 Penalty: 3293.034424
	Iteration 13Q: 3 clusters Score -1189726 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1189792.750000 Penalty: 3293.034424
	Iteration 14Q: 3 clusters Score -1189793 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1189839.000000 Penalty: 3293.034424
	Iteration 15Q: 3 clusters Score -1189839 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1189870.000000 Penalty: 3293.034424
	Iteration 16Q: 3 clusters Score -1189870 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1189899.625000 Penalty: 3293.034424
	Iteration 17Q: 3 clusters Score -1189900 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1189930.375000 Penalty: 3293.034424
	Iteration 18Q: 3 clusters Score -1189930 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1189960.625000 Penalty: 3293.034424
	Iteration 19Q: 3 clusters Score -1189961 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1189987.500000 Penalty: 3293.034424
	Iteration 20F: 3 clusters Score -1189988 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1190009.000000 Penalty: 3293.034424
	Iteration 21Q: 3 clusters Score -1190009 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1190026.125000 Penalty: 3293.034424
	Iteration 22Q: 3 clusters Score -1190026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1190063.500000 Penalty: 3293.034424
	Iteration 23Q: 3 clusters Score -1190064 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1190083.625000 Penalty: 3293.034424
	Iteration 24Q: 3 clusters Score -1190084 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1190107.625000 Penalty: 3293.034424
	Iteration 25Q: 3 clusters Score -1190108 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1190126.250000 Penalty: 3293.034424
	Iteration 26Q: 3 clusters Score -1190126 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1190146.250000 Penalty: 3293.034424
	Iteration 27Q: 3 clusters Score -1190146 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1190168.000000 Penalty: 3293.034424
	Iteration 28Q: 3 clusters Score -1190168 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1190181.500000 Penalty: 3293.034424
	Iteration 29Q: 3 clusters Score -1190182 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1190206.125000 Penalty: 3293.034424
	Iteration 30Q: 3 clusters Score -1190206 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1190225.250000 Penalty: 3293.034424
	Iteration 31Q: 3 clusters Score -1190225 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1190244.500000 Penalty: 3293.034424
	Iteration 32Q: 3 clusters Score -1190244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1190262.125000 Penalty: 3293.034424
	Iteration 33Q: 3 clusters Score -1190262 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1190277.250000 Penalty: 3293.034424
	Iteration 34Q: 3 clusters Score -1190277 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1190288.250000 Penalty: 3293.034424
	Iteration 35Q: 3 clusters Score -1190288 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1190298.875000 Penalty: 3293.034424
	Iteration 36Q: 3 clusters Score -1190299 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1190303.250000 Penalty: 3293.034424
	Iteration 37Q: 3 clusters Score -1190303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1190313.375000 Penalty: 3293.034424
	Iteration 38Q: 3 clusters Score -1190313 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1190320.500000 Penalty: 3293.034424
	Iteration 39Q: 3 clusters Score -1190320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1190332.625000 Penalty: 3293.034424
	Iteration 40F: 3 clusters Score -1190333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1190338.125000 Penalty: 3293.034424
	Iteration 41Q: 3 clusters Score -1190338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1190352.125000 Penalty: 3293.034424
	Iteration 42Q: 3 clusters Score -1190352 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1190359.875000 Penalty: 3293.034424
	Iteration 43Q: 3 clusters Score -1190360 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1190370.500000 Penalty: 3293.034424
	Iteration 44Q: 3 clusters Score -1190370 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1190375.125000 Penalty: 3293.034424
	Iteration 45Q: 3 clusters Score -1190375 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1190392.375000 Penalty: 3293.034424
	Iteration 46Q: 3 clusters Score -1190392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1190397.125000 Penalty: 3293.034424
	Iteration 47Q: 3 clusters Score -1190397 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1190408.375000 Penalty: 3293.034424
	Iteration 48Q: 3 clusters Score -1190408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1190417.000000 Penalty: 3293.034424
	Iteration 49Q: 3 clusters Score -1190417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1190422.625000 Penalty: 3293.034424
	Iteration 50Q: 3 clusters Score -1190423 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1190435.250000 Penalty: 3293.034424
	Iteration 51Q: 3 clusters Score -1190435 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1190440.750000 Penalty: 3293.034424
	Iteration 52Q: 3 clusters Score -1190441 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1190462.250000 Penalty: 3293.034424
	Iteration 53Q: 3 clusters Score -1190462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1190468.000000 Penalty: 3293.034424
	Iteration 54Q: 3 clusters Score -1190468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1190481.125000 Penalty: 3293.034424
	Iteration 55Q: 3 clusters Score -1190481 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1190497.250000 Penalty: 3293.034424
	Iteration 56Q: 3 clusters Score -1190497 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1190515.375000 Penalty: 3293.034424
	Iteration 57Q: 3 clusters Score -1190515 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1190524.500000 Penalty: 3293.034424
	Iteration 58Q: 3 clusters Score -1190524 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1190532.750000 Penalty: 3293.034424
	Iteration 59Q: 3 clusters Score -1190533 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1190546.125000 Penalty: 3293.034424
	Iteration 60F: 3 clusters Score -1190546 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1190561.125000 Penalty: 3293.034424
	Iteration 61Q: 3 clusters Score -1190561 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1190578.375000 Penalty: 3293.034424
	Iteration 62Q: 3 clusters Score -1190578 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1190593.625000 Penalty: 3293.034424
	Iteration 63Q: 3 clusters Score -1190594 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1190609.625000 Penalty: 3293.034424
	Iteration 64Q: 3 clusters Score -1190610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1190622.125000 Penalty: 3293.034424
	Iteration 65Q: 3 clusters Score -1190622 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1190632.875000 Penalty: 3293.034424
	Iteration 66Q: 3 clusters Score -1190633 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1190646.000000 Penalty: 3293.034424
	Iteration 67Q: 3 clusters Score -1190646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1190659.000000 Penalty: 3293.034424
	Iteration 68Q: 3 clusters Score -1190659 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1190680.000000 Penalty: 3293.034424
	Iteration 69Q: 3 clusters Score -1190680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1190702.750000 Penalty: 3293.034424
	Iteration 70Q: 3 clusters Score -1190703 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1190734.000000 Penalty: 3293.034424
	Iteration 71Q: 3 clusters Score -1190734 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1190759.875000 Penalty: 3293.034424
	Iteration 72Q: 3 clusters Score -1190760 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1190796.375000 Penalty: 3293.034424
	Iteration 73Q: 3 clusters Score -1190796 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1190839.000000 Penalty: 3293.034424
	Iteration 74Q: 3 clusters Score -1190839 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1190883.750000 Penalty: 3293.034424
	Iteration 75Q: 3 clusters Score -1190884 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1190930.500000 Penalty: 3293.034424
	Iteration 76Q: 3 clusters Score -1190930 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1190973.750000 Penalty: 3293.034424
	Iteration 77Q: 3 clusters Score -1190974 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1191032.625000 Penalty: 3293.034424
	Iteration 78Q: 3 clusters Score -1191033 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1191091.375000 Penalty: 3293.034424
	Iteration 79Q: 3 clusters Score -1191091 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1191165.750000 Penalty: 3293.034424
	Iteration 80F: 3 clusters Score -1191166 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1191257.000000 Penalty: 3293.034424
	Iteration 81Q: 3 clusters Score -1191257 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1191361.125000 Penalty: 3293.034424
	Iteration 82Q: 3 clusters Score -1191361 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1191474.875000 Penalty: 3293.034424
	Iteration 83Q: 3 clusters Score -1191475 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1191596.375000 Penalty: 3293.034424
	Iteration 84Q: 3 clusters Score -1191596 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1191734.750000 Penalty: 3293.034424
	Iteration 85Q: 3 clusters Score -1191735 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1191892.125000 Penalty: 3293.034424
	Iteration 86Q: 3 clusters Score -1191892 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1192060.250000 Penalty: 3293.034424
	Iteration 87Q: 3 clusters Score -1192060 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1192250.125000 Penalty: 3293.034424
	Iteration 88Q: 3 clusters Score -1192250 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1192427.125000 Penalty: 3293.034424
	Iteration 89Q: 3 clusters Score -1192427 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1192579.375000 Penalty: 3293.034424
	Iteration 90Q: 3 clusters Score -1192579 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1192727.125000 Penalty: 3293.034424
	Iteration 91Q: 3 clusters Score -1192727 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1192878.000000 Penalty: 3293.034424
	Iteration 92Q: 3 clusters Score -1192878 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1193001.000000 Penalty: 3293.034424
	Iteration 93Q: 3 clusters Score -1193001 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1193094.375000 Penalty: 3293.034424
	Iteration 94Q: 3 clusters Score -1193094 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1193174.250000 Penalty: 3293.034424
	Iteration 95Q: 3 clusters Score -1193174 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1193227.000000 Penalty: 3293.034424
	Iteration 96Q: 3 clusters Score -1193227 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1193282.250000 Penalty: 3293.034424
	Iteration 97Q: 3 clusters Score -1193282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1193309.625000 Penalty: 3293.034424
	Iteration 98Q: 3 clusters Score -1193310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1193332.375000 Penalty: 3293.034424
	Iteration 99Q: 3 clusters Score -1193332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1193348.750000 Penalty: 3293.034424
	Iteration 100F: 3 clusters Score -1193349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1193362.750000 Penalty: 3293.034424
	Iteration 101Q: 3 clusters Score -1193363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1193378.125000 Penalty: 3293.034424
	Iteration 102Q: 3 clusters Score -1193378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1193400.000000 Penalty: 3293.034424
	Iteration 103Q: 3 clusters Score -1193400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1193408.000000 Penalty: 3293.034424
	Iteration 104Q: 3 clusters Score -1193408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1193416.375000 Penalty: 3293.034424
	Iteration 105Q: 3 clusters Score -1193416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1193424.875000 Penalty: 3293.034424
	Iteration 106Q: 3 clusters Score -1193425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1193434.375000 Penalty: 3293.034424
	Iteration 107Q: 3 clusters Score -1193434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1193448.625000 Penalty: 3293.034424
	Iteration 108Q: 3 clusters Score -1193449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1193460.125000 Penalty: 3293.034424
	Iteration 109Q: 3 clusters Score -1193460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1193464.875000 Penalty: 3293.034424
	Iteration 110Q: 3 clusters Score -1193465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1193473.125000 Penalty: 3293.034424
	Iteration 111Q: 3 clusters Score -1193473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1193479.625000 Penalty: 3293.034424
	Iteration 112Q: 3 clusters Score -1193480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1193486.500000 Penalty: 3293.034424
	Iteration 113Q: 3 clusters Score -1193486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1193489.500000 Penalty: 3293.034424
	Iteration 114Q: 3 clusters Score -1193490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1193493.000000 Penalty: 3293.034424
	Iteration 115Q: 3 clusters Score -1193493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1193495.875000 Penalty: 3293.034424
	Iteration 116Q: 3 clusters Score -1193496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1193498.875000 Penalty: 3293.034424
	Iteration 117Q: 3 clusters Score -1193499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1193500.125000 Penalty: 3293.034424
	Iteration 118Q: 3 clusters Score -1193500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1193502.125000 Penalty: 3293.034424
	Iteration 119Q: 3 clusters Score -1193502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1193501.250000 Penalty: 3293.034424
	Iteration 120F: 3 clusters Score -1193501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1193502.250000 Penalty: 3293.034424
	Iteration 121Q: 3 clusters Score -1193502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1193502.250000 Penalty: 3293.034424
	Iteration 122F: 3 clusters Score -1193502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Entering Unmasked Estep 
Score: -499630.437500 Penalty: 1500.423096
	Iteration 0F: 2 clusters Score -499630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -492343.437500 Penalty: 3000.846191
	Iteration 0F: 3 clusters Score -492343.4 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -494701.000000 Penalty: 3000.846191
	Iteration 1F: 3 clusters Score -494701 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -494987.843750 Penalty: 3000.846191
	Iteration 2F: 3 clusters Score -494987.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -495244.781250 Penalty: 3000.846191
	Iteration 3F: 3 clusters Score -495244.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -495508.875000 Penalty: 3000.846191
	Iteration 4Q: 3 clusters Score -495508.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -495805.906250 Penalty: 3000.846191
	Iteration 5Q: 3 clusters Score -495805.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -496140.625000 Penalty: 3000.846191
	Iteration 6Q: 3 clusters Score -496140.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -496510.093750 Penalty: 3000.846191
	Iteration 7F: 3 clusters Score -496510.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -496919.468750 Penalty: 3000.846191
	Iteration 8F: 3 clusters Score -496919.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -497381.250000 Penalty: 3000.846191
	Iteration 9F: 3 clusters Score -497381.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -497904.843750 Penalty: 3000.846191
	Iteration 10F: 3 clusters Score -497904.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -498315.000000 Penalty: 3000.846191
	Iteration 11Q: 3 clusters Score -498315 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -498578.187500 Penalty: 3000.846191
	Iteration 12Q: 3 clusters Score -498578.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -498693.718750 Penalty: 3000.846191
	Iteration 13Q: 3 clusters Score -498693.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -498743.656250 Penalty: 3000.846191
	Iteration 14Q: 3 clusters Score -498743.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -498762.218750 Penalty: 3000.846191
	Iteration 15Q: 3 clusters Score -498762.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -498775.031250 Penalty: 3000.846191
	Iteration 16Q: 3 clusters Score -498775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -498784.031250 Penalty: 3000.846191
	Iteration 17Q: 3 clusters Score -498784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -498793.312500 Penalty: 3000.846191
	Iteration 18Q: 3 clusters Score -498793.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -498799.562500 Penalty: 3000.846191
	Iteration 19Q: 3 clusters Score -498799.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -498802.812500 Penalty: 3000.846191
	Iteration 20F: 3 clusters Score -498802.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -498806.312500 Penalty: 3000.846191
	Iteration 21Q: 3 clusters Score -498806.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -498808.875000 Penalty: 3000.846191
	Iteration 22Q: 3 clusters Score -498808.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -498810.562500 Penalty: 3000.846191
	Iteration 23Q: 3 clusters Score -498810.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -498812.593750 Penalty: 3000.846191
	Iteration 24Q: 3 clusters Score -498812.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -498815.218750 Penalty: 3000.846191
	Iteration 25Q: 3 clusters Score -498815.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -498817.031250 Penalty: 3000.846191
	Iteration 26Q: 3 clusters Score -498817 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -498820.062500 Penalty: 3000.846191
	Iteration 27Q: 3 clusters Score -498820.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -498824.343750 Penalty: 3000.846191
	Iteration 28Q: 3 clusters Score -498824.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -498823.937500 Penalty: 3000.846191
	Iteration 29Q: 3 clusters Score -498823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -498824.531250 Penalty: 3000.846191
	Iteration 30Q: 3 clusters Score -498824.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -498824.937500 Penalty: 3000.846191
	Iteration 31Q: 3 clusters Score -498824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -498826.156250 Penalty: 3000.846191
	Iteration 32Q: 3 clusters Score -498826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -498825.562500 Penalty: 3000.846191
	Iteration 33Q: 3 clusters Score -498825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -498826.000000 Penalty: 3000.846191
	Iteration 34Q: 3 clusters Score -498826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -498826.781250 Penalty: 3000.846191
	Iteration 35Q: 3 clusters Score -498826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -498828.000000 Penalty: 3000.846191
	Iteration 36Q: 3 clusters Score -498828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -498826.250000 Penalty: 3000.846191
	Iteration 37Q: 3 clusters Score -498826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -498827.968750 Penalty: 3000.846191
	Iteration 38Q: 3 clusters Score -498828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -498827.812500 Penalty: 3000.846191
	Iteration 39Q: 3 clusters Score -498827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -498829.718750 Penalty: 3000.846191
	Iteration 40F: 3 clusters Score -498829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -498829.437500 Penalty: 3000.846191
	Iteration 41Q: 3 clusters Score -498829.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -498829.281250 Penalty: 3000.846191
	Iteration 42Q: 3 clusters Score -498829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -498830.125000 Penalty: 3000.846191
	Iteration 43Q: 3 clusters Score -498830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -498829.593750 Penalty: 3000.846191
	Iteration 44Q: 3 clusters Score -498829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -498829.156250 Penalty: 3000.846191
	Iteration 45Q: 3 clusters Score -498829.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -498830.718750 Penalty: 3000.846191
	Iteration 46Q: 3 clusters Score -498830.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -498832.093750 Penalty: 3000.846191
	Iteration 47Q: 3 clusters Score -498832.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -498834.062500 Penalty: 3000.846191
	Iteration 48Q: 3 clusters Score -498834.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -498835.093750 Penalty: 3000.846191
	Iteration 49Q: 3 clusters Score -498835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -498835.812500 Penalty: 3000.846191
	Iteration 50Q: 3 clusters Score -498835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -498835.812500 Penalty: 3000.846191
	Iteration 51F: 3 clusters Score -498835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1338 members 
Mstep: Class 3 contains 42490 members 
Mstep: Class 4 contains 6413 members 
Mstep: Class 5 contains 21190 members 
Mstep: Class 6 contains 13714 members 
Mstep: Class 7 contains 31658 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 110845 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 241811 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63168 members 
Mstep: Class 20 contains 25145 members 
Mstep: Class 21 contains 10233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177778.000000 Penalty: 34528.855469
Iteration 119Q: 17 clusters Score -2.817778e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 42498 members 
Mstep: Class 4 contains 6399 members 
Mstep: Class 5 contains 21186 members 
Mstep: Class 6 contains 13703 members 
Mstep: Class 7 contains 31928 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 110698 members 
Mstep: Class 10 contains 7408 members 
Mstep: Class 11 contains 241832 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63186 members 
Mstep: Class 20 contains 25012 members 
Mstep: Class 21 contains 10226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177706.000000 Penalty: 34528.855469
Iteration 120F: 17 clusters Score -2.817771e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1343 members 
Mstep: Class 3 contains 42514 members 
Mstep: Class 4 contains 6381 members 
Mstep: Class 5 contains 21174 members 
Mstep: Class 6 contains 13700 members 
Mstep: Class 7 contains 32162 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 110583 members 
Mstep: Class 10 contains 7407 members 
Mstep: Class 11 contains 241842 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63202 members 
Mstep: Class 20 contains 24893 members 
Mstep: Class 21 contains 10216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177694.000000 Penalty: 34528.855469
Iteration 121Q: 17 clusters Score -2.817769e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1345 members 
Mstep: Class 3 contains 42535 members 
Mstep: Class 4 contains 6364 members 
Mstep: Class 5 contains 21157 members 
Mstep: Class 6 contains 13698 members 
Mstep: Class 7 contains 32378 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 110468 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 241865 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63224 members 
Mstep: Class 20 contains 24778 members 
Mstep: Class 21 contains 10201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177748.000000 Penalty: 34528.855469
Iteration 122Q: 17 clusters Score -2.817775e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1347 members 
Mstep: Class 3 contains 42546 members 
Mstep: Class 4 contains 6346 members 
Mstep: Class 5 contains 21149 members 
Mstep: Class 6 contains 13694 members 
Mstep: Class 7 contains 32618 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 110353 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 241883 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63248 members 
Mstep: Class 20 contains 24645 members 
Mstep: Class 21 contains 10188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177758.000000 Penalty: 34528.855469
Iteration 123Q: 17 clusters Score -2.817776e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1346 members 
Mstep: Class 3 contains 42564 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 21136 members 
Mstep: Class 6 contains 13685 members 
Mstep: Class 7 contains 32860 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 110245 members 
Mstep: Class 10 contains 7394 members 
Mstep: Class 11 contains 241902 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63269 members 
Mstep: Class 20 contains 24501 members 
Mstep: Class 21 contains 10178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177770.000000 Penalty: 34528.855469
Iteration 124Q: 17 clusters Score -2.817777e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1347 members 
Mstep: Class 3 contains 42573 members 
Mstep: Class 4 contains 6324 members 
Mstep: Class 5 contains 21127 members 
Mstep: Class 6 contains 13684 members 
Mstep: Class 7 contains 33087 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 110134 members 
Mstep: Class 10 contains 7393 members 
Mstep: Class 11 contains 241906 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63289 members 
Mstep: Class 20 contains 24386 members 
Mstep: Class 21 contains 10165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177768.000000 Penalty: 34528.855469
Iteration 125Q: 17 clusters Score -2.817777e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1348 members 
Mstep: Class 3 contains 42587 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 21128 members 
Mstep: Class 6 contains 13692 members 
Mstep: Class 7 contains 33309 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 110048 members 
Mstep: Class 10 contains 7390 members 
Mstep: Class 11 contains 241893 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63299 members 
Mstep: Class 20 contains 24258 members 
Mstep: Class 21 contains 10157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177794.000000 Penalty: 34528.855469
Iteration 126Q: 17 clusters Score -2.817779e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 42601 members 
Mstep: Class 4 contains 6291 members 
Mstep: Class 5 contains 21124 members 
Mstep: Class 6 contains 13689 members 
Mstep: Class 7 contains 33519 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109943 members 
Mstep: Class 10 contains 7392 members 
Mstep: Class 11 contains 241908 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63302 members 
Mstep: Class 20 contains 24145 members 
Mstep: Class 21 contains 10150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177798.000000 Penalty: 34528.855469
Iteration 127Q: 17 clusters Score -2.81778e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 42617 members 
Mstep: Class 4 contains 6277 members 
Mstep: Class 5 contains 21123 members 
Mstep: Class 6 contains 13690 members 
Mstep: Class 7 contains 33706 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109868 members 
Mstep: Class 10 contains 7395 members 
Mstep: Class 11 contains 241918 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63300 members 
Mstep: Class 20 contains 24030 members 
Mstep: Class 21 contains 10140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177832.000000 Penalty: 34528.855469
Iteration 128Q: 17 clusters Score -2.817783e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 42620 members 
Mstep: Class 4 contains 6269 members 
Mstep: Class 5 contains 21123 members 
Mstep: Class 6 contains 13695 members 
Mstep: Class 7 contains 33871 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109787 members 
Mstep: Class 10 contains 7398 members 
Mstep: Class 11 contains 241934 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63311 members 
Mstep: Class 20 contains 23928 members 
Mstep: Class 21 contains 10127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177762.000000 Penalty: 34528.855469
Iteration 129Q: 17 clusters Score -2.817776e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 42622 members 
Mstep: Class 4 contains 6251 members 
Mstep: Class 5 contains 21121 members 
Mstep: Class 6 contains 13700 members 
Mstep: Class 7 contains 34036 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109711 members 
Mstep: Class 10 contains 7395 members 
Mstep: Class 11 contains 241942 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63328 members 
Mstep: Class 20 contains 23836 members 
Mstep: Class 21 contains 10120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177860.000000 Penalty: 34528.855469
Iteration 130Q: 17 clusters Score -2.817786e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 1349 members 
Mstep: Class 3 contains 42630 members 
Mstep: Class 4 contains 6241 members 
Mstep: Class 5 contains 21115 members 
Mstep: Class 6 contains 13711 members 
Mstep: Class 7 contains 34170 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109645 members 
Mstep: Class 10 contains 7392 members 
Mstep: Class 11 contains 241963 members 
Mstep: Class 12 contains 2366 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63339 members 
Mstep: Class 20 contains 23747 members 
Mstep: Class 21 contains 10111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177884.000000 Penalty: 34528.855469
Iteration 131Q: 17 clusters Score -2.817788e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 42636 members 
Mstep: Class 4 contains 6230 members 
Mstep: Class 5 contains 21106 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 34284 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109582 members 
Mstep: Class 10 contains 7394 members 
Mstep: Class 11 contains 241985 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63352 members 
Mstep: Class 20 contains 23665 members 
Mstep: Class 21 contains 10105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177900.000000 Penalty: 34528.855469
Iteration 132Q: 17 clusters Score -2.81779e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 42637 members 
Mstep: Class 4 contains 6218 members 
Mstep: Class 5 contains 21104 members 
Mstep: Class 6 contains 13735 members 
Mstep: Class 7 contains 34382 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109525 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 242016 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63366 members 
Mstep: Class 20 contains 23586 members 
Mstep: Class 21 contains 10093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177816.000000 Penalty: 34528.855469
Iteration 133Q: 17 clusters Score -2.817782e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 42641 members 
Mstep: Class 4 contains 6202 members 
Mstep: Class 5 contains 21102 members 
Mstep: Class 6 contains 13748 members 
Mstep: Class 7 contains 34487 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109471 members 
Mstep: Class 10 contains 7408 members 
Mstep: Class 11 contains 242026 members 
Mstep: Class 12 contains 2366 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63376 members 
Mstep: Class 20 contains 23519 members 
Mstep: Class 21 contains 10085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177844.000000 Penalty: 34528.855469
Iteration 134Q: 17 clusters Score -2.817784e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 42642 members 
Mstep: Class 4 contains 6192 members 
Mstep: Class 5 contains 21103 members 
Mstep: Class 6 contains 13759 members 
Mstep: Class 7 contains 34591 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109428 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 242025 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63388 members 
Mstep: Class 20 contains 23442 members 
Mstep: Class 21 contains 10085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177854.000000 Penalty: 34528.855469
Iteration 135Q: 17 clusters Score -2.817785e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1351 members 
Mstep: Class 3 contains 42648 members 
Mstep: Class 4 contains 6180 members 
Mstep: Class 5 contains 21102 members 
Mstep: Class 6 contains 13763 members 
Mstep: Class 7 contains 34697 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109384 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 242021 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63397 members 
Mstep: Class 20 contains 23375 members 
Mstep: Class 21 contains 10085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177822.000000 Penalty: 34528.855469
Iteration 136Q: 17 clusters Score -2.817782e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 42649 members 
Mstep: Class 4 contains 6174 members 
Mstep: Class 5 contains 21098 members 
Mstep: Class 6 contains 13770 members 
Mstep: Class 7 contains 34811 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109336 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 242021 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63409 members 
Mstep: Class 20 contains 23310 members 
Mstep: Class 21 contains 10081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177770.000000 Penalty: 34528.855469
Iteration 137Q: 17 clusters Score -2.817777e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 1352 members 
Mstep: Class 3 contains 42650 members 
Mstep: Class 4 contains 6171 members 
Mstep: Class 5 contains 21098 members 
Mstep: Class 6 contains 13769 members 
Mstep: Class 7 contains 34917 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109297 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 242025 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63414 members 
Mstep: Class 20 contains 23252 members 
Mstep: Class 21 contains 10076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177792.000000 Penalty: 34528.855469
Iteration 138Q: 17 clusters Score -2.817779e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 42652 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 5 contains 21096 members 
Mstep: Class 6 contains 13770 members 
Mstep: Class 7 contains 34991 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109271 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 242026 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63421 members 
Mstep: Class 20 contains 23207 members 
Mstep: Class 21 contains 10073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177860.000000 Penalty: 34528.855469
Iteration 139Q: 17 clusters Score -2.817786e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1357 members 
Mstep: Class 3 contains 42654 members 
Mstep: Class 4 contains 6147 members 
Mstep: Class 5 contains 21094 members 
Mstep: Class 6 contains 13771 members 
Mstep: Class 7 contains 35067 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109230 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 242036 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63429 members 
Mstep: Class 20 contains 23169 members 
Mstep: Class 21 contains 10068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177910.000000 Penalty: 34528.855469
Iteration 140F: 17 clusters Score -2.817791e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 42659 members 
Mstep: Class 4 contains 6138 members 
Mstep: Class 5 contains 21091 members 
Mstep: Class 6 contains 13779 members 
Mstep: Class 7 contains 35142 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109186 members 
Mstep: Class 10 contains 7400 members 
Mstep: Class 11 contains 242050 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63439 members 
Mstep: Class 20 contains 23121 members 
Mstep: Class 21 contains 10063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177906.000000 Penalty: 34528.855469
Iteration 141Q: 17 clusters Score -2.817791e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42667 members 
Mstep: Class 4 contains 6131 members 
Mstep: Class 5 contains 21082 members 
Mstep: Class 6 contains 13788 members 
Mstep: Class 7 contains 35191 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109159 members 
Mstep: Class 10 contains 7399 members 
Mstep: Class 11 contains 242052 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63452 members 
Mstep: Class 20 contains 23088 members 
Mstep: Class 21 contains 10059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177864.000000 Penalty: 34528.855469
Iteration 142Q: 17 clusters Score -2.817786e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42676 members 
Mstep: Class 4 contains 6126 members 
Mstep: Class 5 contains 21077 members 
Mstep: Class 6 contains 13791 members 
Mstep: Class 7 contains 35242 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109134 members 
Mstep: Class 10 contains 7401 members 
Mstep: Class 11 contains 242050 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63461 members 
Mstep: Class 20 contains 23057 members 
Mstep: Class 21 contains 10054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177898.000000 Penalty: 34528.855469
Iteration 143Q: 17 clusters Score -2.81779e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42687 members 
Mstep: Class 4 contains 6122 members 
Mstep: Class 5 contains 21073 members 
Mstep: Class 6 contains 13791 members 
Mstep: Class 7 contains 35292 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109112 members 
Mstep: Class 10 contains 7402 members 
Mstep: Class 11 contains 242048 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63468 members 
Mstep: Class 20 contains 23030 members 
Mstep: Class 21 contains 10047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177888.000000 Penalty: 34528.855469
Iteration 144Q: 17 clusters Score -2.817789e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42696 members 
Mstep: Class 4 contains 6116 members 
Mstep: Class 5 contains 21073 members 
Mstep: Class 6 contains 13792 members 
Mstep: Class 7 contains 35339 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109086 members 
Mstep: Class 10 contains 7408 members 
Mstep: Class 11 contains 242040 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63478 members 
Mstep: Class 20 contains 23006 members 
Mstep: Class 21 contains 10041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177906.000000 Penalty: 34528.855469
Iteration 145Q: 17 clusters Score -2.817791e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42709 members 
Mstep: Class 4 contains 6114 members 
Mstep: Class 5 contains 21065 members 
Mstep: Class 6 contains 13796 members 
Mstep: Class 7 contains 35389 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109063 members 
Mstep: Class 10 contains 7411 members 
Mstep: Class 11 contains 242031 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63489 members 
Mstep: Class 20 contains 22974 members 
Mstep: Class 21 contains 10037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177934.000000 Penalty: 34528.855469
Iteration 146Q: 17 clusters Score -2.817793e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42715 members 
Mstep: Class 4 contains 6113 members 
Mstep: Class 5 contains 21060 members 
Mstep: Class 6 contains 13798 members 
Mstep: Class 7 contains 35441 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109051 members 
Mstep: Class 10 contains 7415 members 
Mstep: Class 11 contains 242011 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63507 members 
Mstep: Class 20 contains 22942 members 
Mstep: Class 21 contains 10032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177890.000000 Penalty: 34528.855469
Iteration 147Q: 17 clusters Score -2.817789e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42725 members 
Mstep: Class 4 contains 6108 members 
Mstep: Class 5 contains 21060 members 
Mstep: Class 6 contains 13802 members 
Mstep: Class 7 contains 35488 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109038 members 
Mstep: Class 10 contains 7413 members 
Mstep: Class 11 contains 241995 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63516 members 
Mstep: Class 20 contains 22919 members 
Mstep: Class 21 contains 10028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177936.000000 Penalty: 34528.855469
Iteration 148Q: 17 clusters Score -2.817794e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 42732 members 
Mstep: Class 4 contains 6100 members 
Mstep: Class 5 contains 21059 members 
Mstep: Class 6 contains 13802 members 
Mstep: Class 7 contains 35532 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109026 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 241983 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63521 members 
Mstep: Class 20 contains 22903 members 
Mstep: Class 21 contains 10027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177924.000000 Penalty: 34528.855469
Iteration 149Q: 17 clusters Score -2.817792e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 42736 members 
Mstep: Class 4 contains 6091 members 
Mstep: Class 5 contains 21061 members 
Mstep: Class 6 contains 13799 members 
Mstep: Class 7 contains 35580 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109024 members 
Mstep: Class 10 contains 7414 members 
Mstep: Class 11 contains 241960 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63525 members 
Mstep: Class 20 contains 22887 members 
Mstep: Class 21 contains 10027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177940.000000 Penalty: 34528.855469
Iteration 150Q: 17 clusters Score -2.817794e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 42742 members 
Mstep: Class 4 contains 6082 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 13797 members 
Mstep: Class 7 contains 35631 members 
Mstep: Class 8 contains 599 members 
Mstep: Class 9 contains 109013 members 
Mstep: Class 10 contains 7417 members 
Mstep: Class 11 contains 241952 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63530 members 
Mstep: Class 20 contains 22854 members 
Mstep: Class 21 contains 10027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177906.000000 Penalty: 34528.855469
Iteration 151Q: 17 clusters Score -2.817791e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1358 members 
Mstep: Class 3 contains 42747 members 
Mstep: Class 4 contains 6073 members 
Mstep: Class 5 contains 21061 members 
Mstep: Class 6 contains 13795 members 
Mstep: Class 7 contains 35673 members 
Mstep: Class 8 contains 598 members 
Mstep: Class 9 contains 108997 members 
Mstep: Class 10 contains 7419 members 
Mstep: Class 11 contains 241954 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63537 members 
Mstep: Class 20 contains 22830 members 
Mstep: Class 21 contains 10027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177894.000000 Penalty: 34528.855469
Iteration 152Q: 17 clusters Score -2.817789e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1359 members 
Mstep: Class 3 contains 42751 members 
Mstep: Class 4 contains 6062 members 
Mstep: Class 5 contains 21060 members 
Mstep: Class 6 contains 13800 members 
Mstep: Class 7 contains 35708 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 108990 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 241942 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63548 members 
Mstep: Class 20 contains 22804 members 
Mstep: Class 21 contains 10026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177860.000000 Penalty: 34528.855469
Iteration 153Q: 17 clusters Score -2.817786e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42765 members 
Mstep: Class 4 contains 6051 members 
Mstep: Class 5 contains 21059 members 
Mstep: Class 6 contains 13804 members 
Mstep: Class 7 contains 35743 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 108975 members 
Mstep: Class 10 contains 7435 members 
Mstep: Class 11 contains 241928 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63551 members 
Mstep: Class 20 contains 22785 members 
Mstep: Class 21 contains 10026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177860.000000 Penalty: 34528.855469
Iteration 154Q: 17 clusters Score -2.817786e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42781 members 
Mstep: Class 4 contains 6044 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 13808 members 
Mstep: Class 7 contains 35775 members 
Mstep: Class 8 contains 593 members 
Mstep: Class 9 contains 108953 members 
Mstep: Class 10 contains 7434 members 
Mstep: Class 11 contains 241921 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63555 members 
Mstep: Class 20 contains 22764 members 
Mstep: Class 21 contains 10026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177844.000000 Penalty: 34528.855469
Iteration 155Q: 17 clusters Score -2.817784e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42798 members 
Mstep: Class 4 contains 6040 members 
Mstep: Class 5 contains 21064 members 
Mstep: Class 6 contains 13809 members 
Mstep: Class 7 contains 35806 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108943 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 241908 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63553 members 
Mstep: Class 20 contains 22744 members 
Mstep: Class 21 contains 10026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177850.000000 Penalty: 34528.855469
Iteration 156Q: 17 clusters Score -2.817785e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42806 members 
Mstep: Class 4 contains 6041 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 35835 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108927 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 241897 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63559 members 
Mstep: Class 20 contains 22726 members 
Mstep: Class 21 contains 10026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177866.000000 Penalty: 34528.855469
Iteration 157Q: 17 clusters Score -2.817787e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42811 members 
Mstep: Class 4 contains 6040 members 
Mstep: Class 5 contains 21065 members 
Mstep: Class 6 contains 13812 members 
Mstep: Class 7 contains 35855 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108906 members 
Mstep: Class 10 contains 7434 members 
Mstep: Class 11 contains 241898 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63563 members 
Mstep: Class 20 contains 22715 members 
Mstep: Class 21 contains 10025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177858.000000 Penalty: 34528.855469
Iteration 158Q: 17 clusters Score -2.817786e+07 nChanged 56
Entering ConstructFrom: 
Score: -28177858.000000 Penalty: 34528.855469
Entering ConstructFrom: 
Trying to split cluster 1 (6131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Entering Unmasked Estep 
Score: -286446.062500 Penalty: 1417.180908
	Iteration 0F: 2 clusters Score -286446.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -281710.156250 Penalty: 2834.361816
	Iteration 0F: 3 clusters Score -281710.2 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -283125.718750 Penalty: 2834.361816
	Iteration 1F: 3 clusters Score -283125.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -283354.187500 Penalty: 2834.361816
	Iteration 2F: 3 clusters Score -283354.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -283605.437500 Penalty: 2834.361816
	Iteration 3F: 3 clusters Score -283605.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -283892.968750 Penalty: 2834.361816
	Iteration 4F: 3 clusters Score -283893 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -284199.718750 Penalty: 2834.361816
	Iteration 5F: 3 clusters Score -284199.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -284538.937500 Penalty: 2834.361816
	Iteration 6F: 3 clusters Score -284538.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -284874.562500 Penalty: 2834.361816
	Iteration 7F: 3 clusters Score -284874.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -285147.750000 Penalty: 2834.361816
	Iteration 8F: 3 clusters Score -285147.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -285350.312500 Penalty: 2834.361816
	Iteration 9Q: 3 clusters Score -285350.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -285478.875000 Penalty: 2834.361816
	Iteration 10Q: 3 clusters Score -285478.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -285553.875000 Penalty: 2834.361816
	Iteration 11Q: 3 clusters Score -285553.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -285610.906250 Penalty: 2834.361816
	Iteration 12Q: 3 clusters Score -285610.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -285649.875000 Penalty: 2834.361816
	Iteration 13Q: 3 clusters Score -285649.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -285691.281250 Penalty: 2834.361816
	Iteration 14Q: 3 clusters Score -285691.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -285743.593750 Penalty: 2834.361816
	Iteration 15Q: 3 clusters Score -285743.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -285791.531250 Penalty: 2834.361816
	Iteration 16Q: 3 clusters Score -285791.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -285816.218750 Penalty: 2834.361816
	Iteration 17Q: 3 clusters Score -285816.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -285834.062500 Penalty: 2834.361816
	Iteration 18Q: 3 clusters Score -285834.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -285843.500000 Penalty: 2834.361816
	Iteration 19Q: 3 clusters Score -285843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -285849.000000 Penalty: 2834.361816
	Iteration 20F: 3 clusters Score -285849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -285852.375000 Penalty: 2834.361816
	Iteration 21Q: 3 clusters Score -285852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -285855.750000 Penalty: 2834.361816
	Iteration 22Q: 3 clusters Score -285855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -285858.750000 Penalty: 2834.361816
	Iteration 23Q: 3 clusters Score -285858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -285860.437500 Penalty: 2834.361816
	Iteration 24Q: 3 clusters Score -285860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -285862.687500 Penalty: 2834.361816
	Iteration 25Q: 3 clusters Score -285862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -285863.500000 Penalty: 2834.361816
	Iteration 26Q: 3 clusters Score -285863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -285863.500000 Penalty: 2834.361816
	Iteration 27F: 3 clusters Score -285863.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Entering Unmasked Estep 
Score: -54177.941406 Penalty: 1172.476440
	Iteration 0F: 2 clusters Score -54177.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -52505.003906 Penalty: 2344.952881
	Iteration 0F: 3 clusters Score -52505 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -52926.894531 Penalty: 2344.952881
	Iteration 1F: 3 clusters Score -52926.89 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -53098.953125 Penalty: 2344.952881
	Iteration 2F: 3 clusters Score -53098.95 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -53233.953125 Penalty: 2344.952881
	Iteration 3F: 3 clusters Score -53233.95 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -53299.234375 Penalty: 2344.952881
	Iteration 4Q: 3 clusters Score -53299.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -53342.257812 Penalty: 2344.952881
	Iteration 5Q: 3 clusters Score -53342.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -53366.175781 Penalty: 2344.952881
	Iteration 6Q: 3 clusters Score -53366.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -53394.164062 Penalty: 2344.952881
	Iteration 7Q: 3 clusters Score -53394.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -53416.531250 Penalty: 2344.952881
	Iteration 8Q: 3 clusters Score -53416.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -53434.914062 Penalty: 2344.952881
	Iteration 9Q: 3 clusters Score -53434.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -53461.570312 Penalty: 2344.952881
	Iteration 10Q: 3 clusters Score -53461.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -53479.003906 Penalty: 2344.952881
	Iteration 11Q: 3 clusters Score -53479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -53499.519531 Penalty: 2344.952881
	Iteration 12Q: 3 clusters Score -53499.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -53524.980469 Penalty: 2344.952881
	Iteration 13Q: 3 clusters Score -53524.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -53550.761719 Penalty: 2344.952881
	Iteration 14Q: 3 clusters Score -53550.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -53584.765625 Penalty: 2344.952881
	Iteration 15Q: 3 clusters Score -53584.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -53618.847656 Penalty: 2344.952881
	Iteration 16Q: 3 clusters Score -53618.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -53641.007812 Penalty: 2344.952881
	Iteration 17Q: 3 clusters Score -53641.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -53665.871094 Penalty: 2344.952881
	Iteration 18Q: 3 clusters Score -53665.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -53677.863281 Penalty: 2344.952881
	Iteration 19Q: 3 clusters Score -53677.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -53693.921875 Penalty: 2344.952881
	Iteration 20F: 3 clusters Score -53693.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -53705.851562 Penalty: 2344.952881
	Iteration 21Q: 3 clusters Score -53705.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -53712.113281 Penalty: 2344.952881
	Iteration 22Q: 3 clusters Score -53712.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -53713.546875 Penalty: 2344.952881
	Iteration 23Q: 3 clusters Score -53713.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -53715.246094 Penalty: 2344.952881
	Iteration 24Q: 3 clusters Score -53715.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -53717.414062 Penalty: 2344.952881
	Iteration 25Q: 3 clusters Score -53717.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -53718.593750 Penalty: 2344.952881
	Iteration 26Q: 3 clusters Score -53718.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -53719.046875 Penalty: 2344.952881
	Iteration 27Q: 3 clusters Score -53719.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -53720.054688 Penalty: 2344.952881
	Iteration 28Q: 3 clusters Score -53720.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -53720.550781 Penalty: 2344.952881
	Iteration 29Q: 3 clusters Score -53720.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -53720.550781 Penalty: 2344.952881
	Iteration 30F: 3 clusters Score -53720.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Entering Unmasked Estep 
Score: -2149064.750000 Penalty: 1733.034912
	Iteration 0F: 2 clusters Score -2149065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2120399.500000 Penalty: 3466.069824
	Iteration 0F: 3 clusters Score -2120400 nChanged 19996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2131660.500000 Penalty: 3466.069824
	Iteration 1F: 3 clusters Score -2131660 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2132308.250000 Penalty: 3466.069824
	Iteration 2Q: 3 clusters Score -2132308 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2132989.250000 Penalty: 3466.069824
	Iteration 3Q: 3 clusters Score -2132989 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2133871.000000 Penalty: 3466.069824
	Iteration 4Q: 3 clusters Score -2133871 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2135044.500000 Penalty: 3466.069824
	Iteration 5F: 3 clusters Score -2135044 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2136725.000000 Penalty: 3466.069824
	Iteration 6F: 3 clusters Score -2136725 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2138961.750000 Penalty: 3466.069824
	Iteration 7F: 3 clusters Score -2138962 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2141244.250000 Penalty: 3466.069824
	Iteration 8F: 3 clusters Score -2141244 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2143012.500000 Penalty: 3466.069824
	Iteration 9F: 3 clusters Score -2143012 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2144133.500000 Penalty: 3466.069824
	Iteration 10Q: 3 clusters Score -2144134 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2144747.250000 Penalty: 3466.069824
	Iteration 11Q: 3 clusters Score -2144747 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2145144.250000 Penalty: 3466.069824
	Iteration 12Q: 3 clusters Score -2145144 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2145444.250000 Penalty: 3466.069824
	Iteration 13Q: 3 clusters Score -2145444 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2145724.750000 Penalty: 3466.069824
	Iteration 14Q: 3 clusters Score -2145725 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2145972.250000 Penalty: 3466.069824
	Iteration 15Q: 3 clusters Score -2145972 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2146219.500000 Penalty: 3466.069824
	Iteration 16Q: 3 clusters Score -2146220 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2146418.250000 Penalty: 3466.069824
	Iteration 17Q: 3 clusters Score -2146418 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2146604.250000 Penalty: 3466.069824
	Iteration 18Q: 3 clusters Score -2146604 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2146752.000000 Penalty: 3466.069824
	Iteration 19Q: 3 clusters Score -2146752 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2146866.750000 Penalty: 3466.069824
	Iteration 20F: 3 clusters Score -2146867 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2146981.000000 Penalty: 3466.069824
	Iteration 21Q: 3 clusters Score -2146981 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2147088.250000 Penalty: 3466.069824
	Iteration 22Q: 3 clusters Score -2147088 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2147186.000000 Penalty: 3466.069824
	Iteration 23Q: 3 clusters Score -2147186 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2147253.750000 Penalty: 3466.069824
	Iteration 24Q: 3 clusters Score -2147254 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2147331.500000 Penalty: 3466.069824
	Iteration 25Q: 3 clusters Score -2147332 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2147393.000000 Penalty: 3466.069824
	Iteration 26Q: 3 clusters Score -2147393 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2147438.500000 Penalty: 3466.069824
	Iteration 27Q: 3 clusters Score -2147438 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2147508.500000 Penalty: 3466.069824
	Iteration 28Q: 3 clusters Score -2147508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2147565.750000 Penalty: 3466.069824
	Iteration 29Q: 3 clusters Score -2147566 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2147608.500000 Penalty: 3466.069824
	Iteration 30Q: 3 clusters Score -2147608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2147655.500000 Penalty: 3466.069824
	Iteration 31Q: 3 clusters Score -2147656 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2147700.250000 Penalty: 3466.069824
	Iteration 32Q: 3 clusters Score -2147700 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2147750.000000 Penalty: 3466.069824
	Iteration 33Q: 3 clusters Score -2147750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2147779.250000 Penalty: 3466.069824
	Iteration 34Q: 3 clusters Score -2147779 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2147791.000000 Penalty: 3466.069824
	Iteration 35Q: 3 clusters Score -2147791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2147807.750000 Penalty: 3466.069824
	Iteration 36Q: 3 clusters Score -2147808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2147828.000000 Penalty: 3466.069824
	Iteration 37Q: 3 clusters Score -2147828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2147848.250000 Penalty: 3466.069824
	Iteration 38Q: 3 clusters Score -2147848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2147865.000000 Penalty: 3466.069824
	Iteration 39Q: 3 clusters Score -2147865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2147873.000000 Penalty: 3466.069824
	Iteration 40F: 3 clusters Score -2147873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2147885.000000 Penalty: 3466.069824
	Iteration 41Q: 3 clusters Score -2147885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2147889.250000 Penalty: 3466.069824
	Iteration 42Q: 3 clusters Score -2147889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2147887.750000 Penalty: 3466.069824
	Iteration 43Q: 3 clusters Score -2147888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2147899.000000 Penalty: 3466.069824
	Iteration 44Q: 3 clusters Score -2147899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2147895.750000 Penalty: 3466.069824
	Iteration 45Q: 3 clusters Score -2147896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2147901.250000 Penalty: 3466.069824
	Iteration 46Q: 3 clusters Score -2147901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2147898.000000 Penalty: 3466.069824
	Iteration 47Q: 3 clusters Score -2147898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2147900.000000 Penalty: 3466.069824
	Iteration 48Q: 3 clusters Score -2147900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2147902.500000 Penalty: 3466.069824
	Iteration 49Q: 3 clusters Score -2147902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2147907.750000 Penalty: 3466.069824
	Iteration 50Q: 3 clusters Score -2147908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2147909.500000 Penalty: 3466.069824
	Iteration 51Q: 3 clusters Score -2147910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2147910.500000 Penalty: 3466.069824
	Iteration 52Q: 3 clusters Score -2147910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2147915.000000 Penalty: 3466.069824
	Iteration 53Q: 3 clusters Score -2147915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2147912.500000 Penalty: 3466.069824
	Iteration 54Q: 3 clusters Score -2147912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2147921.250000 Penalty: 3466.069824
	Iteration 55Q: 3 clusters Score -2147921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2147921.750000 Penalty: 3466.069824
	Iteration 56Q: 3 clusters Score -2147922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2147924.750000 Penalty: 3466.069824
	Iteration 57Q: 3 clusters Score -2147925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2147927.500000 Penalty: 3466.069824
	Iteration 58Q: 3 clusters Score -2147928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2147931.000000 Penalty: 3466.069824
	Iteration 59Q: 3 clusters Score -2147931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2147939.500000 Penalty: 3466.069824
	Iteration 60F: 3 clusters Score -2147940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2147939.250000 Penalty: 3466.069824
	Iteration 61Q: 3 clusters Score -2147939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2147943.750000 Penalty: 3466.069824
	Iteration 62Q: 3 clusters Score -2147944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2147948.750000 Penalty: 3466.069824
	Iteration 63Q: 3 clusters Score -2147949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2147953.000000 Penalty: 3466.069824
	Iteration 64Q: 3 clusters Score -2147953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2147952.500000 Penalty: 3466.069824
	Iteration 65Q: 3 clusters Score -2147952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2147954.250000 Penalty: 3466.069824
	Iteration 66Q: 3 clusters Score -2147954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2147958.000000 Penalty: 3466.069824
	Iteration 67Q: 3 clusters Score -2147958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2147961.250000 Penalty: 3466.069824
	Iteration 68Q: 3 clusters Score -2147961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2147959.250000 Penalty: 3466.069824
	Iteration 69Q: 3 clusters Score -2147959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2147960.750000 Penalty: 3466.069824
	Iteration 70Q: 3 clusters Score -2147961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2147958.750000 Penalty: 3466.069824
	Iteration 71Q: 3 clusters Score -2147959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2147957.750000 Penalty: 3466.069824
	Iteration 72Q: 3 clusters Score -2147958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2147961.500000 Penalty: 3466.069824
	Iteration 73Q: 3 clusters Score -2147962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2147963.250000 Penalty: 3466.069824
	Iteration 74Q: 3 clusters Score -2147963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2147966.750000 Penalty: 3466.069824
	Iteration 75Q: 3 clusters Score -2147967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2147972.250000 Penalty: 3466.069824
	Iteration 76Q: 3 clusters Score -2147972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2147973.500000 Penalty: 3466.069824
	Iteration 77Q: 3 clusters Score -2147974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2147979.000000 Penalty: 3466.069824
	Iteration 78Q: 3 clusters Score -2147979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2147980.000000 Penalty: 3466.069824
	Iteration 79Q: 3 clusters Score -2147980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2147978.000000 Penalty: 3466.069824
	Iteration 80F: 3 clusters Score -2147978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2147983.500000 Penalty: 3466.069824
	Iteration 81Q: 3 clusters Score -2147984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2147982.500000 Penalty: 3466.069824
	Iteration 82Q: 3 clusters Score -2147982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2147982.500000 Penalty: 3466.069824
	Iteration 83F: 3 clusters Score -2147982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Entering Unmasked Estep 
Score: -271686.593750 Penalty: 1414.723999
	Iteration 0F: 2 clusters Score -271686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -267038.906250 Penalty: 2829.447998
	Iteration 0F: 3 clusters Score -267038.9 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -268467.750000 Penalty: 2829.447998
	Iteration 1F: 3 clusters Score -268467.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -268730.531250 Penalty: 2829.447998
	Iteration 2F: 3 clusters Score -268730.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -268968.375000 Penalty: 2829.447998
	Iteration 3F: 3 clusters Score -268968.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -269237.812500 Penalty: 2829.447998
	Iteration 4F: 3 clusters Score -269237.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -269588.875000 Penalty: 2829.447998
	Iteration 5F: 3 clusters Score -269588.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -269995.343750 Penalty: 2829.447998
	Iteration 6F: 3 clusters Score -269995.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -270441.781250 Penalty: 2829.447998
	Iteration 7F: 3 clusters Score -270441.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -270922.750000 Penalty: 2829.447998
	Iteration 8F: 3 clusters Score -270922.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -271233.593750 Penalty: 2829.447998
	Iteration 9Q: 3 clusters Score -271233.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -271425.781250 Penalty: 2829.447998
	Iteration 10Q: 3 clusters Score -271425.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -271540.468750 Penalty: 2829.447998
	Iteration 11Q: 3 clusters Score -271540.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -271623.343750 Penalty: 2829.447998
	Iteration 12Q: 3 clusters Score -271623.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -271669.125000 Penalty: 2829.447998
	Iteration 13Q: 3 clusters Score -271669.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -271697.500000 Penalty: 2829.447998
	Iteration 14Q: 3 clusters Score -271697.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -271713.031250 Penalty: 2829.447998
	Iteration 15Q: 3 clusters Score -271713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -271721.625000 Penalty: 2829.447998
	Iteration 16Q: 3 clusters Score -271721.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -271726.656250 Penalty: 2829.447998
	Iteration 17Q: 3 clusters Score -271726.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -271729.625000 Penalty: 2829.447998
	Iteration 18Q: 3 clusters Score -271729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -271731.156250 Penalty: 2829.447998
	Iteration 19Q: 3 clusters Score -271731.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -271732.750000 Penalty: 2829.447998
	Iteration 20F: 3 clusters Score -271732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -271734.156250 Penalty: 2829.447998
	Iteration 21Q: 3 clusters Score -271734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -271735.281250 Penalty: 2829.447998
	Iteration 22Q: 3 clusters Score -271735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -271735.312500 Penalty: 2829.447998
	Iteration 23Q: 3 clusters Score -271735.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -271736.031250 Penalty: 2829.447998
	Iteration 24Q: 3 clusters Score -271736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -271736.437500 Penalty: 2829.447998
	Iteration 25Q: 3 clusters Score -271736.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -271738.000000 Penalty: 2829.447998
	Iteration 26Q: 3 clusters Score -271738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -271738.781250 Penalty: 2829.447998
	Iteration 27Q: 3 clusters Score -271738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -271740.187500 Penalty: 2829.447998
	Iteration 28Q: 3 clusters Score -271740.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -271741.656250 Penalty: 2829.447998
	Iteration 29Q: 3 clusters Score -271741.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -271742.968750 Penalty: 2829.447998
	Iteration 30Q: 3 clusters Score -271743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -271743.625000 Penalty: 2829.447998
	Iteration 31Q: 3 clusters Score -271743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -271744.156250 Penalty: 2829.447998
	Iteration 32Q: 3 clusters Score -271744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -271745.031250 Penalty: 2829.447998
	Iteration 33Q: 3 clusters Score -271745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -271745.656250 Penalty: 2829.447998
	Iteration 34Q: 3 clusters Score -271745.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -271746.937500 Penalty: 2829.447998
	Iteration 35Q: 3 clusters Score -271746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -271747.593750 Penalty: 2829.447998
	Iteration 36Q: 3 clusters Score -271747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -271747.750000 Penalty: 2829.447998
	Iteration 37Q: 3 clusters Score -271747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -271748.031250 Penalty: 2829.447998
	Iteration 38Q: 3 clusters Score -271748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -271748.906250 Penalty: 2829.447998
	Iteration 39Q: 3 clusters Score -271748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -271748.750000 Penalty: 2829.447998
	Iteration 40F: 3 clusters Score -271748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -271749.156250 Penalty: 2829.447998
	Iteration 41Q: 3 clusters Score -271749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -271750.343750 Penalty: 2829.447998
	Iteration 42Q: 3 clusters Score -271750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -271749.625000 Penalty: 2829.447998
	Iteration 43Q: 3 clusters Score -271749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -271750.343750 Penalty: 2829.447998
	Iteration 44Q: 3 clusters Score -271750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -271750.875000 Penalty: 2829.447998
	Iteration 45Q: 3 clusters Score -271750.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -271751.843750 Penalty: 2829.447998
	Iteration 46Q: 3 clusters Score -271751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -271751.812500 Penalty: 2829.447998
	Iteration 47Q: 3 clusters Score -271751.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -271751.812500 Penalty: 2829.447998
	Iteration 48F: 3 clusters Score -271751.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42823 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 21062 members 
Mstep: Class 6 contains 13813 members 
Mstep: Class 7 contains 35867 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108888 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 241896 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 20 contains 22710 members 
Mstep: Class 21 contains 10025 members 
Entering Unmasked Estep 
Score: -28177206.000000 Penalty: 36686.906250
Splitting cluster 4 changes total score from -28177858.000000 to -28177206.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (21062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Entering Unmasked Estep 
Score: -1061695.625000 Penalty: 1617.724243
	Iteration 0F: 2 clusters Score -1061696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1047366.812500 Penalty: 3235.448486
	Iteration 0F: 3 clusters Score -1047367 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1052630.375000 Penalty: 3235.448486
	Iteration 1F: 3 clusters Score -1052630 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1053193.750000 Penalty: 3235.448486
	Iteration 2F: 3 clusters Score -1053194 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1053911.375000 Penalty: 3235.448486
	Iteration 3F: 3 clusters Score -1053911 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1054947.625000 Penalty: 3235.448486
	Iteration 4F: 3 clusters Score -1054948 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1056206.750000 Penalty: 3235.448486
	Iteration 5F: 3 clusters Score -1056207 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1057515.500000 Penalty: 3235.448486
	Iteration 6F: 3 clusters Score -1057516 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1058529.875000 Penalty: 3235.448486
	Iteration 7F: 3 clusters Score -1058530 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1059133.750000 Penalty: 3235.448486
	Iteration 8Q: 3 clusters Score -1059134 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1059444.000000 Penalty: 3235.448486
	Iteration 9Q: 3 clusters Score -1059444 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1059595.000000 Penalty: 3235.448486
	Iteration 10Q: 3 clusters Score -1059595 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1059687.125000 Penalty: 3235.448486
	Iteration 11Q: 3 clusters Score -1059687 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1059752.000000 Penalty: 3235.448486
	Iteration 12Q: 3 clusters Score -1059752 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1059795.375000 Penalty: 3235.448486
	Iteration 13Q: 3 clusters Score -1059795 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1059826.500000 Penalty: 3235.448486
	Iteration 14Q: 3 clusters Score -1059826 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1059865.000000 Penalty: 3235.448486
	Iteration 15Q: 3 clusters Score -1059865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1059899.125000 Penalty: 3235.448486
	Iteration 16Q: 3 clusters Score -1059899 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1059928.375000 Penalty: 3235.448486
	Iteration 17Q: 3 clusters Score -1059928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1059963.750000 Penalty: 3235.448486
	Iteration 18Q: 3 clusters Score -1059964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1059992.375000 Penalty: 3235.448486
	Iteration 19Q: 3 clusters Score -1059992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1060023.500000 Penalty: 3235.448486
	Iteration 20F: 3 clusters Score -1060024 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1060058.500000 Penalty: 3235.448486
	Iteration 21Q: 3 clusters Score -1060058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1060086.875000 Penalty: 3235.448486
	Iteration 22Q: 3 clusters Score -1060087 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1060108.625000 Penalty: 3235.448486
	Iteration 23Q: 3 clusters Score -1060109 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1060125.625000 Penalty: 3235.448486
	Iteration 24Q: 3 clusters Score -1060126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1060150.500000 Penalty: 3235.448486
	Iteration 25Q: 3 clusters Score -1060150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1060169.125000 Penalty: 3235.448486
	Iteration 26Q: 3 clusters Score -1060169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1060177.125000 Penalty: 3235.448486
	Iteration 27Q: 3 clusters Score -1060177 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1060189.500000 Penalty: 3235.448486
	Iteration 28Q: 3 clusters Score -1060190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1060205.750000 Penalty: 3235.448486
	Iteration 29Q: 3 clusters Score -1060206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1060214.750000 Penalty: 3235.448486
	Iteration 30Q: 3 clusters Score -1060215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1060223.125000 Penalty: 3235.448486
	Iteration 31Q: 3 clusters Score -1060223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1060231.250000 Penalty: 3235.448486
	Iteration 32Q: 3 clusters Score -1060231 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1060239.750000 Penalty: 3235.448486
	Iteration 33Q: 3 clusters Score -1060240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1060243.250000 Penalty: 3235.448486
	Iteration 34Q: 3 clusters Score -1060243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1060245.375000 Penalty: 3235.448486
	Iteration 35Q: 3 clusters Score -1060245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1060251.375000 Penalty: 3235.448486
	Iteration 36Q: 3 clusters Score -1060251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1060251.250000 Penalty: 3235.448486
	Iteration 37Q: 3 clusters Score -1060251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1060250.250000 Penalty: 3235.448486
	Iteration 38Q: 3 clusters Score -1060250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1060252.625000 Penalty: 3235.448486
	Iteration 39Q: 3 clusters Score -1060253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1060251.125000 Penalty: 3235.448486
	Iteration 40F: 3 clusters Score -1060251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1060251.750000 Penalty: 3235.448486
	Iteration 41Q: 3 clusters Score -1060252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1060255.750000 Penalty: 3235.448486
	Iteration 42Q: 3 clusters Score -1060256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1060260.250000 Penalty: 3235.448486
	Iteration 43Q: 3 clusters Score -1060260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1060262.625000 Penalty: 3235.448486
	Iteration 44Q: 3 clusters Score -1060263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1060262.750000 Penalty: 3235.448486
	Iteration 45Q: 3 clusters Score -1060263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1060266.250000 Penalty: 3235.448486
	Iteration 46Q: 3 clusters Score -1060266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1060269.750000 Penalty: 3235.448486
	Iteration 47Q: 3 clusters Score -1060270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1060270.125000 Penalty: 3235.448486
	Iteration 48Q: 3 clusters Score -1060270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1060275.500000 Penalty: 3235.448486
	Iteration 49Q: 3 clusters Score -1060276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1060275.875000 Penalty: 3235.448486
	Iteration 50Q: 3 clusters Score -1060276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1060276.000000 Penalty: 3235.448486
	Iteration 51Q: 3 clusters Score -1060276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1060277.000000 Penalty: 3235.448486
	Iteration 52Q: 3 clusters Score -1060277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1060278.875000 Penalty: 3235.448486
	Iteration 53Q: 3 clusters Score -1060279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1060281.875000 Penalty: 3235.448486
	Iteration 54Q: 3 clusters Score -1060282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1060285.875000 Penalty: 3235.448486
	Iteration 55Q: 3 clusters Score -1060286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1060288.000000 Penalty: 3235.448486
	Iteration 56Q: 3 clusters Score -1060288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1060288.500000 Penalty: 3235.448486
	Iteration 57Q: 3 clusters Score -1060288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1060287.375000 Penalty: 3235.448486
	Iteration 58Q: 3 clusters Score -1060287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1060289.375000 Penalty: 3235.448486
	Iteration 59Q: 3 clusters Score -1060289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1060289.125000 Penalty: 3235.448486
	Iteration 60F: 3 clusters Score -1060289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1060290.375000 Penalty: 3235.448486
	Iteration 61Q: 3 clusters Score -1060290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1060292.500000 Penalty: 3235.448486
	Iteration 62Q: 3 clusters Score -1060292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1060291.750000 Penalty: 3235.448486
	Iteration 63Q: 3 clusters Score -1060292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1060293.250000 Penalty: 3235.448486
	Iteration 64Q: 3 clusters Score -1060293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1060294.750000 Penalty: 3235.448486
	Iteration 65Q: 3 clusters Score -1060295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1060295.125000 Penalty: 3235.448486
	Iteration 66Q: 3 clusters Score -1060295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1060296.250000 Penalty: 3235.448486
	Iteration 67Q: 3 clusters Score -1060296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1060299.375000 Penalty: 3235.448486
	Iteration 68Q: 3 clusters Score -1060299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1060301.000000 Penalty: 3235.448486
	Iteration 69Q: 3 clusters Score -1060301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1060303.625000 Penalty: 3235.448486
	Iteration 70Q: 3 clusters Score -1060304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1060304.125000 Penalty: 3235.448486
	Iteration 71Q: 3 clusters Score -1060304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1060304.875000 Penalty: 3235.448486
	Iteration 72Q: 3 clusters Score -1060305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1060307.500000 Penalty: 3235.448486
	Iteration 73Q: 3 clusters Score -1060308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1060306.625000 Penalty: 3235.448486
	Iteration 74Q: 3 clusters Score -1060307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1060309.375000 Penalty: 3235.448486
	Iteration 75Q: 3 clusters Score -1060309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1060313.125000 Penalty: 3235.448486
	Iteration 76Q: 3 clusters Score -1060313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1060316.500000 Penalty: 3235.448486
	Iteration 77Q: 3 clusters Score -1060316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1060317.500000 Penalty: 3235.448486
	Iteration 78Q: 3 clusters Score -1060318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1060317.500000 Penalty: 3235.448486
	Iteration 79Q: 3 clusters Score -1060318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1060317.000000 Penalty: 3235.448486
	Iteration 80F: 3 clusters Score -1060317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1060320.125000 Penalty: 3235.448486
	Iteration 81Q: 3 clusters Score -1060320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1060320.625000 Penalty: 3235.448486
	Iteration 82Q: 3 clusters Score -1060321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1060322.250000 Penalty: 3235.448486
	Iteration 83Q: 3 clusters Score -1060322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1060323.250000 Penalty: 3235.448486
	Iteration 84Q: 3 clusters Score -1060323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1060324.250000 Penalty: 3235.448486
	Iteration 85Q: 3 clusters Score -1060324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1060327.750000 Penalty: 3235.448486
	Iteration 86Q: 3 clusters Score -1060328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1060331.250000 Penalty: 3235.448486
	Iteration 87Q: 3 clusters Score -1060331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1060333.875000 Penalty: 3235.448486
	Iteration 88Q: 3 clusters Score -1060334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1060336.500000 Penalty: 3235.448486
	Iteration 89Q: 3 clusters Score -1060336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1060336.875000 Penalty: 3235.448486
	Iteration 90Q: 3 clusters Score -1060337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1060338.125000 Penalty: 3235.448486
	Iteration 91Q: 3 clusters Score -1060338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1060338.375000 Penalty: 3235.448486
	Iteration 92Q: 3 clusters Score -1060338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1060338.875000 Penalty: 3235.448486
	Iteration 93Q: 3 clusters Score -1060339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1060340.375000 Penalty: 3235.448486
	Iteration 94Q: 3 clusters Score -1060340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1060340.875000 Penalty: 3235.448486
	Iteration 95Q: 3 clusters Score -1060341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1060340.875000 Penalty: 3235.448486
	Iteration 96Q: 3 clusters Score -1060341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1060343.750000 Penalty: 3235.448486
	Iteration 97Q: 3 clusters Score -1060344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1060344.375000 Penalty: 3235.448486
	Iteration 98Q: 3 clusters Score -1060344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1060344.625000 Penalty: 3235.448486
	Iteration 99Q: 3 clusters Score -1060345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1060346.125000 Penalty: 3235.448486
	Iteration 100F: 3 clusters Score -1060346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1060347.375000 Penalty: 3235.448486
	Iteration 101Q: 3 clusters Score -1060347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1060347.375000 Penalty: 3235.448486
	Iteration 102F: 3 clusters Score -1060347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Entering Unmasked Estep 
Score: -678657.312500 Penalty: 1549.171875
	Iteration 0F: 2 clusters Score -678657.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -669127.500000 Penalty: 3098.343750
	Iteration 0F: 3 clusters Score -669127.5 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -672450.812500 Penalty: 3098.343750
	Iteration 1F: 3 clusters Score -672450.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -672793.687500 Penalty: 3098.343750
	Iteration 2F: 3 clusters Score -672793.7 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -673067.500000 Penalty: 3098.343750
	Iteration 3Q: 3 clusters Score -673067.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -673281.125000 Penalty: 3098.343750
	Iteration 4Q: 3 clusters Score -673281.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -673514.562500 Penalty: 3098.343750
	Iteration 5Q: 3 clusters Score -673514.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -673772.000000 Penalty: 3098.343750
	Iteration 6Q: 3 clusters Score -673772 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -674054.187500 Penalty: 3098.343750
	Iteration 7Q: 3 clusters Score -674054.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -674403.375000 Penalty: 3098.343750
	Iteration 8Q: 3 clusters Score -674403.4 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -674831.562500 Penalty: 3098.343750
	Iteration 9Q: 3 clusters Score -674831.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -675260.875000 Penalty: 3098.343750
	Iteration 10Q: 3 clusters Score -675260.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -675584.500000 Penalty: 3098.343750
	Iteration 11Q: 3 clusters Score -675584.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -675813.687500 Penalty: 3098.343750
	Iteration 12Q: 3 clusters Score -675813.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -676011.625000 Penalty: 3098.343750
	Iteration 13Q: 3 clusters Score -676011.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -676198.875000 Penalty: 3098.343750
	Iteration 14Q: 3 clusters Score -676198.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -676385.625000 Penalty: 3098.343750
	Iteration 15Q: 3 clusters Score -676385.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -676604.500000 Penalty: 3098.343750
	Iteration 16Q: 3 clusters Score -676604.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -676827.937500 Penalty: 3098.343750
	Iteration 17Q: 3 clusters Score -676827.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -677030.750000 Penalty: 3098.343750
	Iteration 18Q: 3 clusters Score -677030.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -677223.000000 Penalty: 3098.343750
	Iteration 19Q: 3 clusters Score -677223 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -677392.250000 Penalty: 3098.343750
	Iteration 20F: 3 clusters Score -677392.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -677544.437500 Penalty: 3098.343750
	Iteration 21Q: 3 clusters Score -677544.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -677687.125000 Penalty: 3098.343750
	Iteration 22Q: 3 clusters Score -677687.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -677804.562500 Penalty: 3098.343750
	Iteration 23Q: 3 clusters Score -677804.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -677901.312500 Penalty: 3098.343750
	Iteration 24Q: 3 clusters Score -677901.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -677966.187500 Penalty: 3098.343750
	Iteration 25Q: 3 clusters Score -677966.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -678014.062500 Penalty: 3098.343750
	Iteration 26Q: 3 clusters Score -678014.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -678048.187500 Penalty: 3098.343750
	Iteration 27Q: 3 clusters Score -678048.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -678081.375000 Penalty: 3098.343750
	Iteration 28Q: 3 clusters Score -678081.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -678102.625000 Penalty: 3098.343750
	Iteration 29Q: 3 clusters Score -678102.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -678118.062500 Penalty: 3098.343750
	Iteration 30Q: 3 clusters Score -678118.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -678127.312500 Penalty: 3098.343750
	Iteration 31Q: 3 clusters Score -678127.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -678130.000000 Penalty: 3098.343750
	Iteration 32Q: 3 clusters Score -678130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -678134.500000 Penalty: 3098.343750
	Iteration 33Q: 3 clusters Score -678134.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -678135.000000 Penalty: 3098.343750
	Iteration 34Q: 3 clusters Score -678135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -678136.062500 Penalty: 3098.343750
	Iteration 35Q: 3 clusters Score -678136.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -678139.812500 Penalty: 3098.343750
	Iteration 36Q: 3 clusters Score -678139.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -678140.687500 Penalty: 3098.343750
	Iteration 37Q: 3 clusters Score -678140.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -678143.750000 Penalty: 3098.343750
	Iteration 38Q: 3 clusters Score -678143.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -678145.625000 Penalty: 3098.343750
	Iteration 39Q: 3 clusters Score -678145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -678151.125000 Penalty: 3098.343750
	Iteration 40F: 3 clusters Score -678151.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -678153.312500 Penalty: 3098.343750
	Iteration 41Q: 3 clusters Score -678153.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -678151.937500 Penalty: 3098.343750
	Iteration 42Q: 3 clusters Score -678151.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -678157.187500 Penalty: 3098.343750
	Iteration 43Q: 3 clusters Score -678157.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -678156.375000 Penalty: 3098.343750
	Iteration 44Q: 3 clusters Score -678156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -678157.062500 Penalty: 3098.343750
	Iteration 45Q: 3 clusters Score -678157.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -678157.312500 Penalty: 3098.343750
	Iteration 46Q: 3 clusters Score -678157.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -678160.625000 Penalty: 3098.343750
	Iteration 47Q: 3 clusters Score -678160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -678160.812500 Penalty: 3098.343750
	Iteration 48Q: 3 clusters Score -678160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -678161.875000 Penalty: 3098.343750
	Iteration 49Q: 3 clusters Score -678161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -678161.875000 Penalty: 3098.343750
	Iteration 50F: 3 clusters Score -678161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Entering Unmasked Estep 
Score: -1825693.250000 Penalty: 1704.230591
	Iteration 0F: 2 clusters Score -1825693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1801720.000000 Penalty: 3408.461182
	Iteration 0F: 3 clusters Score -1801720 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1810818.125000 Penalty: 3408.461182
	Iteration 1F: 3 clusters Score -1810818 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1811273.250000 Penalty: 3408.461182
	Iteration 2Q: 3 clusters Score -1811273 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1811727.250000 Penalty: 3408.461182
	Iteration 3Q: 3 clusters Score -1811727 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1812225.750000 Penalty: 3408.461182
	Iteration 4Q: 3 clusters Score -1812226 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1812876.375000 Penalty: 3408.461182
	Iteration 5Q: 3 clusters Score -1812876 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1813843.125000 Penalty: 3408.461182
	Iteration 6F: 3 clusters Score -1813843 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1815266.375000 Penalty: 3408.461182
	Iteration 7F: 3 clusters Score -1815266 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1817212.875000 Penalty: 3408.461182
	Iteration 8F: 3 clusters Score -1817213 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1819396.625000 Penalty: 3408.461182
	Iteration 9F: 3 clusters Score -1819397 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1821235.375000 Penalty: 3408.461182
	Iteration 10F: 3 clusters Score -1821235 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1822423.625000 Penalty: 3408.461182
	Iteration 11Q: 3 clusters Score -1822424 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1822955.375000 Penalty: 3408.461182
	Iteration 12Q: 3 clusters Score -1822955 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1823195.750000 Penalty: 3408.461182
	Iteration 13Q: 3 clusters Score -1823196 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1823341.875000 Penalty: 3408.461182
	Iteration 14Q: 3 clusters Score -1823342 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1823447.125000 Penalty: 3408.461182
	Iteration 15Q: 3 clusters Score -1823447 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1823535.125000 Penalty: 3408.461182
	Iteration 16Q: 3 clusters Score -1823535 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1823608.875000 Penalty: 3408.461182
	Iteration 17Q: 3 clusters Score -1823609 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1823666.625000 Penalty: 3408.461182
	Iteration 18Q: 3 clusters Score -1823667 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1823725.125000 Penalty: 3408.461182
	Iteration 19Q: 3 clusters Score -1823725 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1823786.125000 Penalty: 3408.461182
	Iteration 20F: 3 clusters Score -1823786 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1823816.625000 Penalty: 3408.461182
	Iteration 21Q: 3 clusters Score -1823817 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1823849.875000 Penalty: 3408.461182
	Iteration 22Q: 3 clusters Score -1823850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1823895.500000 Penalty: 3408.461182
	Iteration 23Q: 3 clusters Score -1823896 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1823923.875000 Penalty: 3408.461182
	Iteration 24Q: 3 clusters Score -1823924 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1823944.500000 Penalty: 3408.461182
	Iteration 25Q: 3 clusters Score -1823944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1823974.000000 Penalty: 3408.461182
	Iteration 26Q: 3 clusters Score -1823974 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1823990.625000 Penalty: 3408.461182
	Iteration 27Q: 3 clusters Score -1823991 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1824019.125000 Penalty: 3408.461182
	Iteration 28Q: 3 clusters Score -1824019 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1824024.250000 Penalty: 3408.461182
	Iteration 29Q: 3 clusters Score -1824024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1824027.500000 Penalty: 3408.461182
	Iteration 30Q: 3 clusters Score -1824028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1824035.875000 Penalty: 3408.461182
	Iteration 31Q: 3 clusters Score -1824036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1824043.500000 Penalty: 3408.461182
	Iteration 32Q: 3 clusters Score -1824044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1824050.500000 Penalty: 3408.461182
	Iteration 33Q: 3 clusters Score -1824050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1824054.625000 Penalty: 3408.461182
	Iteration 34Q: 3 clusters Score -1824055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1824061.875000 Penalty: 3408.461182
	Iteration 35Q: 3 clusters Score -1824062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1824067.625000 Penalty: 3408.461182
	Iteration 36Q: 3 clusters Score -1824068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1824066.000000 Penalty: 3408.461182
	Iteration 37Q: 3 clusters Score -1824066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1824066.750000 Penalty: 3408.461182
	Iteration 38Q: 3 clusters Score -1824067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1824067.375000 Penalty: 3408.461182
	Iteration 39Q: 3 clusters Score -1824067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1824072.000000 Penalty: 3408.461182
	Iteration 40F: 3 clusters Score -1824072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1824074.500000 Penalty: 3408.461182
	Iteration 41Q: 3 clusters Score -1824074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1824074.125000 Penalty: 3408.461182
	Iteration 42Q: 3 clusters Score -1824074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1824075.875000 Penalty: 3408.461182
	Iteration 43Q: 3 clusters Score -1824076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1824074.375000 Penalty: 3408.461182
	Iteration 44Q: 3 clusters Score -1824074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1824079.625000 Penalty: 3408.461182
	Iteration 45Q: 3 clusters Score -1824080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1824081.250000 Penalty: 3408.461182
	Iteration 46Q: 3 clusters Score -1824081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1824086.750000 Penalty: 3408.461182
	Iteration 47Q: 3 clusters Score -1824087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1824083.375000 Penalty: 3408.461182
	Iteration 48Q: 3 clusters Score -1824083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1824086.625000 Penalty: 3408.461182
	Iteration 49Q: 3 clusters Score -1824087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1824084.375000 Penalty: 3408.461182
	Iteration 50Q: 3 clusters Score -1824084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1824084.500000 Penalty: 3408.461182
	Iteration 51Q: 3 clusters Score -1824084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1824084.750000 Penalty: 3408.461182
	Iteration 52Q: 3 clusters Score -1824085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1824087.250000 Penalty: 3408.461182
	Iteration 53Q: 3 clusters Score -1824087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1824089.125000 Penalty: 3408.461182
	Iteration 54Q: 3 clusters Score -1824089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1824089.000000 Penalty: 3408.461182
	Iteration 55Q: 3 clusters Score -1824089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1824094.375000 Penalty: 3408.461182
	Iteration 56Q: 3 clusters Score -1824094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1824094.750000 Penalty: 3408.461182
	Iteration 57Q: 3 clusters Score -1824095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1824094.750000 Penalty: 3408.461182
	Iteration 58Q: 3 clusters Score -1824095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1824097.875000 Penalty: 3408.461182
	Iteration 59Q: 3 clusters Score -1824098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1824096.125000 Penalty: 3408.461182
	Iteration 60F: 3 clusters Score -1824096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1824103.250000 Penalty: 3408.461182
	Iteration 61Q: 3 clusters Score -1824103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1824105.750000 Penalty: 3408.461182
	Iteration 62Q: 3 clusters Score -1824106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1824113.000000 Penalty: 3408.461182
	Iteration 63Q: 3 clusters Score -1824113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1824118.750000 Penalty: 3408.461182
	Iteration 64Q: 3 clusters Score -1824119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1824129.000000 Penalty: 3408.461182
	Iteration 65Q: 3 clusters Score -1824129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1824133.375000 Penalty: 3408.461182
	Iteration 66Q: 3 clusters Score -1824133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1824134.375000 Penalty: 3408.461182
	Iteration 67Q: 3 clusters Score -1824134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1824137.125000 Penalty: 3408.461182
	Iteration 68Q: 3 clusters Score -1824137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1824138.375000 Penalty: 3408.461182
	Iteration 69Q: 3 clusters Score -1824138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1824140.750000 Penalty: 3408.461182
	Iteration 70Q: 3 clusters Score -1824141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1824143.750000 Penalty: 3408.461182
	Iteration 71Q: 3 clusters Score -1824144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1824143.875000 Penalty: 3408.461182
	Iteration 72Q: 3 clusters Score -1824144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1824147.000000 Penalty: 3408.461182
	Iteration 73Q: 3 clusters Score -1824147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1824148.750000 Penalty: 3408.461182
	Iteration 74Q: 3 clusters Score -1824149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1824150.125000 Penalty: 3408.461182
	Iteration 75Q: 3 clusters Score -1824150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1824152.750000 Penalty: 3408.461182
	Iteration 76Q: 3 clusters Score -1824153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1824151.750000 Penalty: 3408.461182
	Iteration 77Q: 3 clusters Score -1824152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1824152.625000 Penalty: 3408.461182
	Iteration 78Q: 3 clusters Score -1824153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1824157.750000 Penalty: 3408.461182
	Iteration 79Q: 3 clusters Score -1824158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1824156.000000 Penalty: 3408.461182
	Iteration 80F: 3 clusters Score -1824156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1824155.500000 Penalty: 3408.461182
	Iteration 81Q: 3 clusters Score -1824156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1824158.000000 Penalty: 3408.461182
	Iteration 82Q: 3 clusters Score -1824158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1824158.000000 Penalty: 3408.461182
	Iteration 83F: 3 clusters Score -1824158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -26778.576172 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -26778.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -25654.658203 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -25654.66 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25832.703125 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -25832.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -25914.666016 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -25914.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -25980.720703 Penalty: 2075.735840
	Iteration 3F: 3 clusters Score -25980.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26026.966797 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -26026.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26062.179688 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -26062.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26118.210938 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -26118.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26155.019531 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -26155.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26177.359375 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -26177.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26193.400391 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -26193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26203.460938 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -26203.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26213.056641 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -26213.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26222.626953 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -26222.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26224.300781 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -26224.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26225.185547 Penalty: 2075.735840
	Iteration 14F: 3 clusters Score -26225.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26231.185547 Penalty: 2075.735840
	Iteration 15Q: 3 clusters Score -26231.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26233.970703 Penalty: 2075.735840
	Iteration 16Q: 3 clusters Score -26233.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26237.218750 Penalty: 2075.735840
	Iteration 17Q: 3 clusters Score -26237.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26238.861328 Penalty: 2075.735840
	Iteration 18Q: 3 clusters Score -26238.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26238.861328 Penalty: 2075.735840
	Iteration 19F: 3 clusters Score -26238.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108888 members 
Entering Unmasked Estep 
Score: -5649890.500000 Penalty: 1884.687134
	Iteration 0F: 2 clusters Score -5649890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -5577214.500000 Penalty: 3769.374268
	Iteration 0F: 3 clusters Score -5577214 nChanged 51899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -5606873.500000 Penalty: 3769.374268
	Iteration 1F: 3 clusters Score -5606874 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -5607572.000000 Penalty: 3769.374268
	Iteration 2Q: 3 clusters Score -5607572 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56835 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -5608583.500000 Penalty: 3769.374268
	Iteration 3Q: 3 clusters Score -5608584 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -5610088.500000 Penalty: 3769.374268
	Iteration 4Q: 3 clusters Score -5610088 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -5612465.500000 Penalty: 3769.374268
	Iteration 5Q: 3 clusters Score -5612466 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -5616112.000000 Penalty: 3769.374268
	Iteration 6F: 3 clusters Score -5616112 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -5621038.000000 Penalty: 3769.374268
	Iteration 7F: 3 clusters Score -5621038 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -5627016.500000 Penalty: 3769.374268
	Iteration 8F: 3 clusters Score -5627016 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -5633089.500000 Penalty: 3769.374268
	Iteration 9F: 3 clusters Score -5633090 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -5637280.000000 Penalty: 3769.374268
	Iteration 10F: 3 clusters Score -5637280 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -5639481.000000 Penalty: 3769.374268
	Iteration 11Q: 3 clusters Score -5639481 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61800 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -5640609.000000 Penalty: 3769.374268
	Iteration 12Q: 3 clusters Score -5640609 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61487 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -5641280.500000 Penalty: 3769.374268
	Iteration 13Q: 3 clusters Score -5641280 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -5641773.000000 Penalty: 3769.374268
	Iteration 14Q: 3 clusters Score -5641773 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -5642092.000000 Penalty: 3769.374268
	Iteration 15Q: 3 clusters Score -5642092 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -5642343.000000 Penalty: 3769.374268
	Iteration 16Q: 3 clusters Score -5642343 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -5642532.000000 Penalty: 3769.374268
	Iteration 17Q: 3 clusters Score -5642532 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -5642654.000000 Penalty: 3769.374268
	Iteration 18Q: 3 clusters Score -5642654 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61273 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -5642759.000000 Penalty: 3769.374268
	Iteration 19Q: 3 clusters Score -5642759 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -5642819.000000 Penalty: 3769.374268
	Iteration 20F: 3 clusters Score -5642819 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -5642860.000000 Penalty: 3769.374268
	Iteration 21Q: 3 clusters Score -5642860 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -5642911.000000 Penalty: 3769.374268
	Iteration 22Q: 3 clusters Score -5642911 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -5642934.000000 Penalty: 3769.374268
	Iteration 23Q: 3 clusters Score -5642934 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -5642943.000000 Penalty: 3769.374268
	Iteration 24Q: 3 clusters Score -5642943 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -5642944.500000 Penalty: 3769.374268
	Iteration 25Q: 3 clusters Score -5642944 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62025 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -5642973.000000 Penalty: 3769.374268
	Iteration 26Q: 3 clusters Score -5642973 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62143 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -5642989.500000 Penalty: 3769.374268
	Iteration 27Q: 3 clusters Score -5642990 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -5642990.000000 Penalty: 3769.374268
	Iteration 28Q: 3 clusters Score -5642990 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -5643001.500000 Penalty: 3769.374268
	Iteration 29Q: 3 clusters Score -5643002 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62454 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -5643012.000000 Penalty: 3769.374268
	Iteration 30Q: 3 clusters Score -5643012 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62560 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -5643002.500000 Penalty: 3769.374268
	Iteration 31Q: 3 clusters Score -5643002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62676 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -5643005.000000 Penalty: 3769.374268
	Iteration 32Q: 3 clusters Score -5643005 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62787 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -5643000.500000 Penalty: 3769.374268
	Iteration 33Q: 3 clusters Score -5643000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -5643016.000000 Penalty: 3769.374268
	Iteration 34Q: 3 clusters Score -5643016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -5643024.500000 Penalty: 3769.374268
	Iteration 35Q: 3 clusters Score -5643024 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -5643021.500000 Penalty: 3769.374268
	Iteration 36Q: 3 clusters Score -5643022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63263 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -5643008.500000 Penalty: 3769.374268
	Iteration 37Q: 3 clusters Score -5643008 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5643013 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63539 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -5643014.500000 Penalty: 3769.374268
	Iteration 39Q: 3 clusters Score -5643014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63682 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -5643037.000000 Penalty: 3769.374268
	Iteration 40F: 3 clusters Score -5643037 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5643040.500000 Penalty: 3769.374268
	Iteration 41Q: 3 clusters Score -5643040 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63986 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -5643025.000000 Penalty: 3769.374268
	Iteration 42Q: 3 clusters Score -5643025 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -5643029.500000 Penalty: 3769.374268
	Iteration 43Q: 3 clusters Score -5643030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64273 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -5643022.500000 Penalty: 3769.374268
	Iteration 44Q: 3 clusters Score -5643022 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5643045 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -5643048.000000 Penalty: 3769.374268
	Iteration 46Q: 3 clusters Score -5643048 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -5643054.500000 Penalty: 3769.374268
	Iteration 47Q: 3 clusters Score -5643054 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -5643050.000000 Penalty: 3769.374268
	Iteration 48Q: 3 clusters Score -5643050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -5643074.000000 Penalty: 3769.374268
	Iteration 49Q: 3 clusters Score -5643074 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65066 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -5643087.000000 Penalty: 3769.374268
	Iteration 50Q: 3 clusters Score -5643087 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -5643075.500000 Penalty: 3769.374268
	Iteration 51Q: 3 clusters Score -5643076 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65317 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5643075.500000 Penalty: 3769.374268
	Iteration 52Q: 3 clusters Score -5643076 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65449 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5643091.500000 Penalty: 3769.374268
	Iteration 53Q: 3 clusters Score -5643092 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -5643103.000000 Penalty: 3769.374268
	Iteration 54Q: 3 clusters Score -5643103 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -5643098.000000 Penalty: 3769.374268
	Iteration 55Q: 3 clusters Score -5643098 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -5643104.000000 Penalty: 3769.374268
	Iteration 56Q: 3 clusters Score -5643104 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -5643116.000000 Penalty: 3769.374268
	Iteration 57Q: 3 clusters Score -5643116 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -5643138.000000 Penalty: 3769.374268
	Iteration 58Q: 3 clusters Score -5643138 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66231 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -5643124.000000 Penalty: 3769.374268
	Iteration 59Q: 3 clusters Score -5643124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66381 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5643132.000000 Penalty: 3769.374268
	Iteration 60F: 3 clusters Score -5643132 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -5643142.000000 Penalty: 3769.374268
	Iteration 61Q: 3 clusters Score -5643142 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -5643171.000000 Penalty: 3769.374268
	Iteration 62Q: 3 clusters Score -5643171 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -5643183.500000 Penalty: 3769.374268
	Iteration 63Q: 3 clusters Score -5643184 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -5643204.000000 Penalty: 3769.374268
	Iteration 64Q: 3 clusters Score -5643204 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -5643209.000000 Penalty: 3769.374268
	Iteration 65Q: 3 clusters Score -5643209 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67378 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -5643211.500000 Penalty: 3769.374268
	Iteration 66Q: 3 clusters Score -5643212 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -5643213.000000 Penalty: 3769.374268
	Iteration 67Q: 3 clusters Score -5643213 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5643214 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -5643217.000000 Penalty: 3769.374268
	Iteration 69Q: 3 clusters Score -5643217 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -5643249.000000 Penalty: 3769.374268
	Iteration 70Q: 3 clusters Score -5643249 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68386 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -5643248.000000 Penalty: 3769.374268
	Iteration 71Q: 3 clusters Score -5643248 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68595 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -5643262.500000 Penalty: 3769.374268
	Iteration 72Q: 3 clusters Score -5643262 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5643286 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -5643284.000000 Penalty: 3769.374268
	Iteration 74Q: 3 clusters Score -5643284 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -5643292.500000 Penalty: 3769.374268
	Iteration 75Q: 3 clusters Score -5643292 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -5643287.500000 Penalty: 3769.374268
	Iteration 76Q: 3 clusters Score -5643288 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5643301.500000 Penalty: 3769.374268
	Iteration 77Q: 3 clusters Score -5643302 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -5643328.500000 Penalty: 3769.374268
	Iteration 78Q: 3 clusters Score -5643328 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70163 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -5643336.500000 Penalty: 3769.374268
	Iteration 79Q: 3 clusters Score -5643336 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70416 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5643381.000000 Penalty: 3769.374268
	Iteration 80F: 3 clusters Score -5643381 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70676 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -5643416.500000 Penalty: 3769.374268
	Iteration 81Q: 3 clusters Score -5643416 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -5643444.000000 Penalty: 3769.374268
	Iteration 82Q: 3 clusters Score -5643444 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71214 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5643461.500000 Penalty: 3769.374268
	Iteration 83Q: 3 clusters Score -5643462 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -5643462.500000 Penalty: 3769.374268
	Iteration 84Q: 3 clusters Score -5643462 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -5643470.500000 Penalty: 3769.374268
	Iteration 85Q: 3 clusters Score -5643470 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -5643478.000000 Penalty: 3769.374268
	Iteration 86Q: 3 clusters Score -5643478 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72286 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -5643496.500000 Penalty: 3769.374268
	Iteration 87Q: 3 clusters Score -5643496 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -5643515.000000 Penalty: 3769.374268
	Iteration 88Q: 3 clusters Score -5643515 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -5643559.500000 Penalty: 3769.374268
	Iteration 89Q: 3 clusters Score -5643560 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73143 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -5643582.500000 Penalty: 3769.374268
	Iteration 90Q: 3 clusters Score -5643582 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -5643591.500000 Penalty: 3769.374268
	Iteration 91Q: 3 clusters Score -5643592 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -5643610.500000 Penalty: 3769.374268
	Iteration 92Q: 3 clusters Score -5643610 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74091 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5643598 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74416 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5643623.500000 Penalty: 3769.374268
	Iteration 94Q: 3 clusters Score -5643624 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -5643650.500000 Penalty: 3769.374268
	Iteration 95Q: 3 clusters Score -5643650 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75053 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -5643691.500000 Penalty: 3769.374268
	Iteration 96Q: 3 clusters Score -5643692 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75359 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -5643723.000000 Penalty: 3769.374268
	Iteration 97Q: 3 clusters Score -5643723 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -5643743.500000 Penalty: 3769.374268
	Iteration 98Q: 3 clusters Score -5643744 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -5643766.500000 Penalty: 3769.374268
	Iteration 99Q: 3 clusters Score -5643766 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76355 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -5643762.500000 Penalty: 3769.374268
	Iteration 100F: 3 clusters Score -5643762 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -5643780.500000 Penalty: 3769.374268
	Iteration 101Q: 3 clusters Score -5643780 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76962 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -5643807.000000 Penalty: 3769.374268
	Iteration 102Q: 3 clusters Score -5643807 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77247 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -5643811.500000 Penalty: 3769.374268
	Iteration 103Q: 3 clusters Score -5643812 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77576 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -5643834.500000 Penalty: 3769.374268
	Iteration 104Q: 3 clusters Score -5643834 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77901 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -5643864.500000 Penalty: 3769.374268
	Iteration 105Q: 3 clusters Score -5643864 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78222 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5643901.500000 Penalty: 3769.374268
	Iteration 106Q: 3 clusters Score -5643902 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -5643909.000000 Penalty: 3769.374268
	Iteration 107Q: 3 clusters Score -5643909 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78923 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -5643939.500000 Penalty: 3769.374268
	Iteration 108Q: 3 clusters Score -5643940 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -5643964.500000 Penalty: 3769.374268
	Iteration 109Q: 3 clusters Score -5643964 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79696 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5644020.000000 Penalty: 3769.374268
	Iteration 110Q: 3 clusters Score -5644020 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80140 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -5644057.000000 Penalty: 3769.374268
	Iteration 111Q: 3 clusters Score -5644057 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -5644092.500000 Penalty: 3769.374268
	Iteration 112Q: 3 clusters Score -5644092 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -5644142.000000 Penalty: 3769.374268
	Iteration 113Q: 3 clusters Score -5644142 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5644177.000000 Penalty: 3769.374268
	Iteration 114Q: 3 clusters Score -5644177 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81926 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -5644227.000000 Penalty: 3769.374268
	Iteration 115Q: 3 clusters Score -5644227 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5644291.000000 Penalty: 3769.374268
	Iteration 116Q: 3 clusters Score -5644291 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -5644336.500000 Penalty: 3769.374268
	Iteration 117Q: 3 clusters Score -5644336 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83503 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -5644429.000000 Penalty: 3769.374268
	Iteration 118Q: 3 clusters Score -5644429 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -5644472.500000 Penalty: 3769.374268
	Iteration 119Q: 3 clusters Score -5644472 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -5644550.000000 Penalty: 3769.374268
	Iteration 120F: 3 clusters Score -5644550 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85201 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -5644645.500000 Penalty: 3769.374268
	Iteration 121Q: 3 clusters Score -5644646 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -5644713.500000 Penalty: 3769.374268
	Iteration 122Q: 3 clusters Score -5644714 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86375 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5644802.500000 Penalty: 3769.374268
	Iteration 123Q: 3 clusters Score -5644802 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5644872.500000 Penalty: 3769.374268
	Iteration 124Q: 3 clusters Score -5644872 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5645010 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -5645111.500000 Penalty: 3769.374268
	Iteration 126Q: 3 clusters Score -5645112 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88972 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5645189.500000 Penalty: 3769.374268
	Iteration 127Q: 3 clusters Score -5645190 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89645 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -5645317.500000 Penalty: 3769.374268
	Iteration 128Q: 3 clusters Score -5645318 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90310 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -5645397.500000 Penalty: 3769.374268
	Iteration 129Q: 3 clusters Score -5645398 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91003 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5645556.000000 Penalty: 3769.374268
	Iteration 130Q: 3 clusters Score -5645556 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91742 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -5645682.500000 Penalty: 3769.374268
	Iteration 131Q: 3 clusters Score -5645682 nChanged 778
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Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5645842 nChanged 753
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5646018 nChanged 775
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Mstep: Class 1 contains 94048 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 14090 members 
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	Iteration 135Q: 3 clusters Score -5646324 nChanged 717
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Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 96236 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5646804 nChanged 722
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Mstep: Class 2 contains 11214 members 
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	Iteration 139Q: 3 clusters Score -5646928 nChanged 675
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Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 98969 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5647220 nChanged 608
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5647369 nChanged 551
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Mstep: Class 1 contains 100124 members 
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	Iteration 143Q: 3 clusters Score -5647478 nChanged 528
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5647597 nChanged 490
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Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5647692 nChanged 475
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Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5647800 nChanged 424
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Mstep: Class 1 contains 102037 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6464 members 
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	Iteration 148Q: 3 clusters Score -5647971 nChanged 377
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Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5648091 nChanged 304
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Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5648130 nChanged 257
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Mstep: Class 1 contains 103675 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5648184 nChanged 231
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Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5648225 nChanged 176
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	Iteration 156Q: 3 clusters Score -5648287 nChanged 147
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	Iteration 158Q: 3 clusters Score -5648341 nChanged 141
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Mstep: Class 2 contains 3932 members 
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	Iteration 160F: 3 clusters Score -5648387 nChanged 110
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	Iteration 162Q: 3 clusters Score -5648437 nChanged 81
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	Iteration 163Q: 3 clusters Score -5648459 nChanged 80
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	Iteration 165Q: 3 clusters Score -5648480 nChanged 85
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	Iteration 166Q: 3 clusters Score -5648487 nChanged 87
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	Iteration 167Q: 3 clusters Score -5648499 nChanged 87
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	Iteration 168Q: 3 clusters Score -5648504 nChanged 71
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	Iteration 169Q: 3 clusters Score -5648522 nChanged 54
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	Iteration 170Q: 3 clusters Score -5648508 nChanged 33
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	Iteration 171Q: 3 clusters Score -5648514 nChanged 50
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	Iteration 172Q: 3 clusters Score -5648514 nChanged 48
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	Iteration 173Q: 3 clusters Score -5648525 nChanged 36
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5648536 nChanged 33
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Mstep: Class 1 contains 105888 members 
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	Iteration 175Q: 3 clusters Score -5648541 nChanged 19
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	Iteration 176Q: 3 clusters Score -5648540 nChanged 17
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	Iteration 177Q: 3 clusters Score -5648544 nChanged 29
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	Iteration 178Q: 3 clusters Score -5648541 nChanged 29
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	Iteration 179Q: 3 clusters Score -5648556 nChanged 40
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5648555 nChanged 37
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	Iteration 181Q: 3 clusters Score -5648555 nChanged 27
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	Iteration 182Q: 3 clusters Score -5648556 nChanged 28
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	Iteration 183Q: 3 clusters Score -5648567 nChanged 35
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	Iteration 184Q: 3 clusters Score -5648566 nChanged 35
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	Iteration 185Q: 3 clusters Score -5648572 nChanged 40
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	Iteration 186Q: 3 clusters Score -5648583 nChanged 35
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	Iteration 187Q: 3 clusters Score -5648582 nChanged 33
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	Iteration 188Q: 3 clusters Score -5648588 nChanged 23
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	Iteration 189Q: 3 clusters Score -5648588 nChanged 27
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	Iteration 190Q: 3 clusters Score -5648614 nChanged 29
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	Iteration 191Q: 3 clusters Score -5648610 nChanged 20
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	Iteration 192Q: 3 clusters Score -5648610 nChanged 22
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	Iteration 193Q: 3 clusters Score -5648604 nChanged 18
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	Iteration 194Q: 3 clusters Score -5648606 nChanged 12
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	Iteration 195Q: 3 clusters Score -5648608 nChanged 10
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	Iteration 196Q: 3 clusters Score -5648608 nChanged 9
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	Iteration 197Q: 3 clusters Score -5648608 nChanged 9
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	Iteration 198Q: 3 clusters Score -5648614 nChanged 9
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	Iteration 199Q: 3 clusters Score -5648610 nChanged 8
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	Iteration 200F: 3 clusters Score -5648611 nChanged 10
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	Iteration 201Q: 3 clusters Score -5648613 nChanged 15
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	Iteration 203Q: 3 clusters Score -5648610 nChanged 6
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	Iteration 204Q: 3 clusters Score -5648619 nChanged 3
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	Iteration 205Q: 3 clusters Score -5648616 nChanged 2
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	Iteration 206Q: 3 clusters Score -5648616 nChanged 3
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	Iteration 207Q: 3 clusters Score -5648616 nChanged 1
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	Iteration 208Q: 3 clusters Score -5648612 nChanged 4
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	Iteration 209Q: 3 clusters Score -5648616 nChanged 4
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	Iteration 211Q: 3 clusters Score -5648621 nChanged 3
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	Iteration 212Q: 3 clusters Score -5648623 nChanged 4
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	Iteration 213Q: 3 clusters Score -5648623 nChanged 7
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	Iteration 214Q: 3 clusters Score -5648624 nChanged 5
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	Iteration 215Q: 3 clusters Score -5648626 nChanged 9
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	Iteration 216Q: 3 clusters Score -5648633 nChanged 8
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	Iteration 217Q: 3 clusters Score -5648628 nChanged 11
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	Iteration 218Q: 3 clusters Score -5648620 nChanged 7
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	Iteration 220F: 3 clusters Score -5648613 nChanged 7
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	Iteration 221Q: 3 clusters Score -5648621 nChanged 6
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	Iteration 222Q: 3 clusters Score -5648617 nChanged 6
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	Iteration 223Q: 3 clusters Score -5648618 nChanged 2
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	Iteration 224Q: 3 clusters Score -5648613 nChanged 3
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Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -5648616.500000 Penalty: 3769.374268
	Iteration 225Q: 3 clusters Score -5648616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106495 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5648616.000000 Penalty: 3769.374268
	Iteration 226Q: 3 clusters Score -5648616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106497 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5648622.500000 Penalty: 3769.374268
	Iteration 227Q: 3 clusters Score -5648622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106500 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -5648616.500000 Penalty: 3769.374268
	Iteration 228Q: 3 clusters Score -5648616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106502 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -5648617.000000 Penalty: 3769.374268
	Iteration 229Q: 3 clusters Score -5648617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106507 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5648626.500000 Penalty: 3769.374268
	Iteration 230Q: 3 clusters Score -5648626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106512 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5648618.500000 Penalty: 3769.374268
	Iteration 231Q: 3 clusters Score -5648618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106513 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5648615.000000 Penalty: 3769.374268
	Iteration 232Q: 3 clusters Score -5648615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5648615.000000 Penalty: 3769.374268
	Iteration 233Q: 3 clusters Score -5648615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5648615.000000 Penalty: 3769.374268
	Iteration 234F: 3 clusters Score -5648615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Entering Unmasked Estep 
Score: -304572.500000 Penalty: 1448.473755
	Iteration 0F: 2 clusters Score -304572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -298989.375000 Penalty: 2896.947510
	Iteration 0F: 3 clusters Score -298989.4 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -300750.875000 Penalty: 2896.947510
	Iteration 1F: 3 clusters Score -300750.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -301010.906250 Penalty: 2896.947510
	Iteration 2F: 3 clusters Score -301010.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -301228.218750 Penalty: 2896.947510
	Iteration 3F: 3 clusters Score -301228.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -301431.375000 Penalty: 2896.947510
	Iteration 4F: 3 clusters Score -301431.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -301614.687500 Penalty: 2896.947510
	Iteration 5Q: 3 clusters Score -301614.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -301787.968750 Penalty: 2896.947510
	Iteration 6Q: 3 clusters Score -301788 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -301974.343750 Penalty: 2896.947510
	Iteration 7Q: 3 clusters Score -301974.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -302178.781250 Penalty: 2896.947510
	Iteration 8Q: 3 clusters Score -302178.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -302363.843750 Penalty: 2896.947510
	Iteration 9Q: 3 clusters Score -302363.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -302528.687500 Penalty: 2896.947510
	Iteration 10Q: 3 clusters Score -302528.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -302696.843750 Penalty: 2896.947510
	Iteration 11Q: 3 clusters Score -302696.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -302812.281250 Penalty: 2896.947510
	Iteration 12Q: 3 clusters Score -302812.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -302901.406250 Penalty: 2896.947510
	Iteration 13Q: 3 clusters Score -302901.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -302988.781250 Penalty: 2896.947510
	Iteration 14Q: 3 clusters Score -302988.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -303067.187500 Penalty: 2896.947510
	Iteration 15Q: 3 clusters Score -303067.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -303117.187500 Penalty: 2896.947510
	Iteration 16Q: 3 clusters Score -303117.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -303161.187500 Penalty: 2896.947510
	Iteration 17Q: 3 clusters Score -303161.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -303188.093750 Penalty: 2896.947510
	Iteration 18Q: 3 clusters Score -303188.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -303212.000000 Penalty: 2896.947510
	Iteration 19Q: 3 clusters Score -303212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -303230.812500 Penalty: 2896.947510
	Iteration 20F: 3 clusters Score -303230.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -303247.875000 Penalty: 2896.947510
	Iteration 21Q: 3 clusters Score -303247.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -303259.718750 Penalty: 2896.947510
	Iteration 22Q: 3 clusters Score -303259.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -303267.781250 Penalty: 2896.947510
	Iteration 23Q: 3 clusters Score -303267.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -303276.906250 Penalty: 2896.947510
	Iteration 24Q: 3 clusters Score -303276.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -303288.468750 Penalty: 2896.947510
	Iteration 25Q: 3 clusters Score -303288.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -303297.531250 Penalty: 2896.947510
	Iteration 26Q: 3 clusters Score -303297.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -303303.375000 Penalty: 2896.947510
	Iteration 27Q: 3 clusters Score -303303.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -303310.750000 Penalty: 2896.947510
	Iteration 28Q: 3 clusters Score -303310.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -303318.937500 Penalty: 2896.947510
	Iteration 29Q: 3 clusters Score -303318.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -303328.562500 Penalty: 2896.947510
	Iteration 30Q: 3 clusters Score -303328.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -303340.156250 Penalty: 2896.947510
	Iteration 31Q: 3 clusters Score -303340.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -303350.062500 Penalty: 2896.947510
	Iteration 32Q: 3 clusters Score -303350.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -303365.937500 Penalty: 2896.947510
	Iteration 33Q: 3 clusters Score -303365.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -303386.500000 Penalty: 2896.947510
	Iteration 34Q: 3 clusters Score -303386.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -303408.562500 Penalty: 2896.947510
	Iteration 35Q: 3 clusters Score -303408.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -303419.968750 Penalty: 2896.947510
	Iteration 36Q: 3 clusters Score -303420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -303429.625000 Penalty: 2896.947510
	Iteration 37Q: 3 clusters Score -303429.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -303442.218750 Penalty: 2896.947510
	Iteration 38Q: 3 clusters Score -303442.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -303453.750000 Penalty: 2896.947510
	Iteration 39Q: 3 clusters Score -303453.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -303467.906250 Penalty: 2896.947510
	Iteration 40F: 3 clusters Score -303467.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -303479.906250 Penalty: 2896.947510
	Iteration 41Q: 3 clusters Score -303479.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -303493.781250 Penalty: 2896.947510
	Iteration 42Q: 3 clusters Score -303493.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -303510.250000 Penalty: 2896.947510
	Iteration 43Q: 3 clusters Score -303510.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -303527.968750 Penalty: 2896.947510
	Iteration 44Q: 3 clusters Score -303528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -303542.500000 Penalty: 2896.947510
	Iteration 45Q: 3 clusters Score -303542.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -303557.062500 Penalty: 2896.947510
	Iteration 46Q: 3 clusters Score -303557.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -303564.218750 Penalty: 2896.947510
	Iteration 47Q: 3 clusters Score -303564.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -303570.250000 Penalty: 2896.947510
	Iteration 48Q: 3 clusters Score -303570.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -303577.906250 Penalty: 2896.947510
	Iteration 49Q: 3 clusters Score -303577.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -303586.562500 Penalty: 2896.947510
	Iteration 50Q: 3 clusters Score -303586.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -303591.687500 Penalty: 2896.947510
	Iteration 51Q: 3 clusters Score -303591.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -303595.031250 Penalty: 2896.947510
	Iteration 52Q: 3 clusters Score -303595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -303598.687500 Penalty: 2896.947510
	Iteration 53Q: 3 clusters Score -303598.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -303602.281250 Penalty: 2896.947510
	Iteration 54Q: 3 clusters Score -303602.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -303603.656250 Penalty: 2896.947510
	Iteration 55Q: 3 clusters Score -303603.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -303606.031250 Penalty: 2896.947510
	Iteration 56Q: 3 clusters Score -303606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -303607.656250 Penalty: 2896.947510
	Iteration 57Q: 3 clusters Score -303607.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -303610.843750 Penalty: 2896.947510
	Iteration 58Q: 3 clusters Score -303610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -303613.000000 Penalty: 2896.947510
	Iteration 59Q: 3 clusters Score -303613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -303613.937500 Penalty: 2896.947510
	Iteration 60F: 3 clusters Score -303613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -303614.406250 Penalty: 2896.947510
	Iteration 61Q: 3 clusters Score -303614.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -303614.656250 Penalty: 2896.947510
	Iteration 62Q: 3 clusters Score -303614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -303615.125000 Penalty: 2896.947510
	Iteration 63Q: 3 clusters Score -303615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -303615.656250 Penalty: 2896.947510
	Iteration 64Q: 3 clusters Score -303615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -303615.781250 Penalty: 2896.947510
	Iteration 65Q: 3 clusters Score -303615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -303616.812500 Penalty: 2896.947510
	Iteration 66Q: 3 clusters Score -303616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -303617.468750 Penalty: 2896.947510
	Iteration 67Q: 3 clusters Score -303617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -303618.343750 Penalty: 2896.947510
	Iteration 68Q: 3 clusters Score -303618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -303619.125000 Penalty: 2896.947510
	Iteration 69Q: 3 clusters Score -303619.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -303619.500000 Penalty: 2896.947510
	Iteration 70Q: 3 clusters Score -303619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -303619.968750 Penalty: 2896.947510
	Iteration 71Q: 3 clusters Score -303620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -303621.968750 Penalty: 2896.947510
	Iteration 72Q: 3 clusters Score -303622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -303624.062500 Penalty: 2896.947510
	Iteration 73Q: 3 clusters Score -303624.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -303625.093750 Penalty: 2896.947510
	Iteration 74Q: 3 clusters Score -303625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -303629.312500 Penalty: 2896.947510
	Iteration 75Q: 3 clusters Score -303629.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -303637.812500 Penalty: 2896.947510
	Iteration 76Q: 3 clusters Score -303637.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -303644.000000 Penalty: 2896.947510
	Iteration 77Q: 3 clusters Score -303644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -303648.750000 Penalty: 2896.947510
	Iteration 78Q: 3 clusters Score -303648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -303651.125000 Penalty: 2896.947510
	Iteration 79Q: 3 clusters Score -303651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -303653.312500 Penalty: 2896.947510
	Iteration 80F: 3 clusters Score -303653.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -303654.375000 Penalty: 2896.947510
	Iteration 81Q: 3 clusters Score -303654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -303655.062500 Penalty: 2896.947510
	Iteration 82Q: 3 clusters Score -303655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -303655.656250 Penalty: 2896.947510
	Iteration 83Q: 3 clusters Score -303655.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -303655.656250 Penalty: 2896.947510
	Iteration 84F: 3 clusters Score -303655.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (241896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241896 members 
Entering Unmasked Estep 
Score: -12114187.000000 Penalty: 2014.392700
	Iteration 0F: 2 clusters Score -1.211419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120635 members 
Mstep: Class 2 contains 121261 members 
Entering Unmasked Estep 
Score: -11951947.000000 Penalty: 4028.785400
	Iteration 0F: 3 clusters Score -1.195195e+07 nChanged 117220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116637 members 
Mstep: Class 2 contains 125259 members 
Entering Unmasked Estep 
Score: -12021174.000000 Penalty: 4028.785400
	Iteration 1F: 3 clusters Score -1.202117e+07 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113846 members 
Mstep: Class 2 contains 128050 members 
Entering Unmasked Estep 
Score: -12022564.000000 Penalty: 4028.785400
	Iteration 2Q: 3 clusters Score -1.202256e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109406 members 
Mstep: Class 2 contains 132490 members 
Entering Unmasked Estep 
Score: -12024479.000000 Penalty: 4028.785400
	Iteration 3Q: 3 clusters Score -1.202448e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102566 members 
Mstep: Class 2 contains 139330 members 
Entering Unmasked Estep 
Score: -12027819.000000 Penalty: 4028.785400
	Iteration 4Q: 3 clusters Score -1.202782e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92280 members 
Mstep: Class 2 contains 149616 members 
Entering Unmasked Estep 
Score: -12033758.000000 Penalty: 4028.785400
	Iteration 5Q: 3 clusters Score -1.203376e+07 nChanged 14974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77626 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -12043907.000000 Penalty: 4028.785400
	Iteration 6F: 3 clusters Score -1.204391e+07 nChanged 18769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 182973 members 
Entering Unmasked Estep 
Score: -12058901.000000 Penalty: 4028.785400
	Iteration 7F: 3 clusters Score -1.20589e+07 nChanged 20219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 203182 members 
Entering Unmasked Estep 
Score: -12077357.000000 Penalty: 4028.785400
	Iteration 8F: 3 clusters Score -1.207736e+07 nChanged 17569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 220751 members 
Entering Unmasked Estep 
Score: -12093455.000000 Penalty: 4028.785400
	Iteration 9F: 3 clusters Score -1.209346e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 232436 members 
Entering Unmasked Estep 
Score: -12104195.000000 Penalty: 4028.785400
	Iteration 10Q: 3 clusters Score -1.21042e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 238270 members 
Entering Unmasked Estep 
Score: -12109311.000000 Penalty: 4028.785400
	Iteration 11Q: 3 clusters Score -1.210931e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 240585 members 
Entering Unmasked Estep 
Score: -12111270.000000 Penalty: 4028.785400
	Iteration 12Q: 3 clusters Score -1.211127e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 241364 members 
Entering Unmasked Estep 
Score: -12111945.000000 Penalty: 4028.785400
	Iteration 13Q: 3 clusters Score -1.211194e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 241575 members 
Entering Unmasked Estep 
Score: -12112203.000000 Penalty: 4028.785400
	Iteration 14Q: 3 clusters Score -1.21122e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241647 members 
Entering Unmasked Estep 
Score: -12112321.000000 Penalty: 4028.785400
	Iteration 15Q: 3 clusters Score -1.211232e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 241669 members 
Entering Unmasked Estep 
Score: -12112385.000000 Penalty: 4028.785400
	Iteration 16Q: 3 clusters Score -1.211238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 241686 members 
Entering Unmasked Estep 
Score: -12112431.000000 Penalty: 4028.785400
	Iteration 17Q: 3 clusters Score -1.211243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241696 members 
Entering Unmasked Estep 
Score: -12112439.000000 Penalty: 4028.785400
	Iteration 18Q: 3 clusters Score -1.211244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241696 members 
Entering Unmasked Estep 
Score: -12112455.000000 Penalty: 4028.785400
	Iteration 19Q: 3 clusters Score -1.211246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241698 members 
Entering Unmasked Estep 
Score: -12112464.000000 Penalty: 4028.785400
	Iteration 20F: 3 clusters Score -1.211246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241698 members 
Entering Unmasked Estep 
Score: -12112476.000000 Penalty: 4028.785400
	Iteration 21Q: 3 clusters Score -1.211248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241698 members 
Entering Unmasked Estep 
Score: -12112474.000000 Penalty: 4028.785400
	Iteration 22Q: 3 clusters Score -1.211247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241697 members 
Entering Unmasked Estep 
Score: -12112468.000000 Penalty: 4028.785400
	Iteration 23Q: 3 clusters Score -1.211247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241696 members 
Entering Unmasked Estep 
Score: -12112473.000000 Penalty: 4028.785400
	Iteration 24Q: 3 clusters Score -1.211247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241696 members 
Entering Unmasked Estep 
Score: -12112473.000000 Penalty: 4028.785400
	Iteration 25F: 3 clusters Score -1.211247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -109524.250000 Penalty: 1262.592651
	Iteration 0F: 2 clusters Score -109524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -107217.070312 Penalty: 2525.185303
	Iteration 0F: 3 clusters Score -107217.1 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -107723.453125 Penalty: 2525.185303
	Iteration 1F: 3 clusters Score -107723.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -107831.976562 Penalty: 2525.185303
	Iteration 2F: 3 clusters Score -107832 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -107895.851562 Penalty: 2525.185303
	Iteration 3Q: 3 clusters Score -107895.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -107941.304688 Penalty: 2525.185303
	Iteration 4Q: 3 clusters Score -107941.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -107982.835938 Penalty: 2525.185303
	Iteration 5Q: 3 clusters Score -107982.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -108020.609375 Penalty: 2525.185303
	Iteration 6Q: 3 clusters Score -108020.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108053.757812 Penalty: 2525.185303
	Iteration 7Q: 3 clusters Score -108053.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -108088.703125 Penalty: 2525.185303
	Iteration 8Q: 3 clusters Score -108088.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -108116.632812 Penalty: 2525.185303
	Iteration 9Q: 3 clusters Score -108116.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108143.484375 Penalty: 2525.185303
	Iteration 10Q: 3 clusters Score -108143.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -108164.234375 Penalty: 2525.185303
	Iteration 11Q: 3 clusters Score -108164.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -108185.414062 Penalty: 2525.185303
	Iteration 12Q: 3 clusters Score -108185.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -108201.671875 Penalty: 2525.185303
	Iteration 13Q: 3 clusters Score -108201.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -108208.039062 Penalty: 2525.185303
	Iteration 14Q: 3 clusters Score -108208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -108215.546875 Penalty: 2525.185303
	Iteration 15Q: 3 clusters Score -108215.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -108228.382812 Penalty: 2525.185303
	Iteration 16Q: 3 clusters Score -108228.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -108239.632812 Penalty: 2525.185303
	Iteration 17Q: 3 clusters Score -108239.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -108245.804688 Penalty: 2525.185303
	Iteration 18Q: 3 clusters Score -108245.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -108249.906250 Penalty: 2525.185303
	Iteration 19Q: 3 clusters Score -108249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -108252.632812 Penalty: 2525.185303
	Iteration 20F: 3 clusters Score -108252.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -108254.640625 Penalty: 2525.185303
	Iteration 21Q: 3 clusters Score -108254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -108257.742188 Penalty: 2525.185303
	Iteration 22Q: 3 clusters Score -108257.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -108262.765625 Penalty: 2525.185303
	Iteration 23Q: 3 clusters Score -108262.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -108267.000000 Penalty: 2525.185303
	Iteration 24Q: 3 clusters Score -108267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -108273.414062 Penalty: 2525.185303
	Iteration 25Q: 3 clusters Score -108273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -108284.914062 Penalty: 2525.185303
	Iteration 26Q: 3 clusters Score -108284.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -108294.843750 Penalty: 2525.185303
	Iteration 27Q: 3 clusters Score -108294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -108300.375000 Penalty: 2525.185303
	Iteration 28Q: 3 clusters Score -108300.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -108303.492188 Penalty: 2525.185303
	Iteration 29Q: 3 clusters Score -108303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -108306.234375 Penalty: 2525.185303
	Iteration 30Q: 3 clusters Score -108306.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -108309.671875 Penalty: 2525.185303
	Iteration 31Q: 3 clusters Score -108309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -108315.437500 Penalty: 2525.185303
	Iteration 32Q: 3 clusters Score -108315.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -108320.039062 Penalty: 2525.185303
	Iteration 33Q: 3 clusters Score -108320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -108322.796875 Penalty: 2525.185303
	Iteration 34Q: 3 clusters Score -108322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -108323.703125 Penalty: 2525.185303
	Iteration 35Q: 3 clusters Score -108323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108324.132812 Penalty: 2525.185303
	Iteration 36Q: 3 clusters Score -108324.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108324.132812 Penalty: 2525.185303
	Iteration 37F: 3 clusters Score -108324.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -48332.722656 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -48332.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -46899.121094 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -46899.12 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -47094.996094 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -47095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -47154.042969 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -47154.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -47194.992188 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -47194.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -47222.390625 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -47222.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47247.132812 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -47247.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -47266.890625 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -47266.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -47279.335938 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -47279.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -47292.203125 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -47292.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -47302.339844 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -47302.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -47306.585938 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -47306.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -47307.746094 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -47307.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -47309.597656 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -47309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -47313.804688 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -47313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -47317.652344 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -47317.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -47320.156250 Penalty: 2240.108398
	Iteration 15Q: 3 clusters Score -47320.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -47323.363281 Penalty: 2240.108398
	Iteration 16Q: 3 clusters Score -47323.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -47325.031250 Penalty: 2240.108398
	Iteration 17Q: 3 clusters Score -47325.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -47326.394531 Penalty: 2240.108398
	Iteration 18Q: 3 clusters Score -47326.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -47327.375000 Penalty: 2240.108398
	Iteration 19Q: 3 clusters Score -47327.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -47327.375000 Penalty: 2240.108398
	Iteration 20F: 3 clusters Score -47327.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63568 members 
Entering Unmasked Estep 
Score: -3148816.250000 Penalty: 1797.228271
	Iteration 0F: 2 clusters Score -3148816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -3106530.000000 Penalty: 3594.456543
	Iteration 0F: 3 clusters Score -3106530 nChanged 29915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -3123338.500000 Penalty: 3594.456543
	Iteration 1F: 3 clusters Score -3123338 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -3123821.500000 Penalty: 3594.456543
	Iteration 2Q: 3 clusters Score -3123822 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -3124359.500000 Penalty: 3594.456543
	Iteration 3Q: 3 clusters Score -3124360 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -3125003.750000 Penalty: 3594.456543
	Iteration 4Q: 3 clusters Score -3125004 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -3125831.500000 Penalty: 3594.456543
	Iteration 5Q: 3 clusters Score -3125832 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -3126968.750000 Penalty: 3594.456543
	Iteration 6Q: 3 clusters Score -3126969 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -3128833.250000 Penalty: 3594.456543
	Iteration 7F: 3 clusters Score -3128833 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -3131763.500000 Penalty: 3594.456543
	Iteration 8F: 3 clusters Score -3131764 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -3135555.250000 Penalty: 3594.456543
	Iteration 9F: 3 clusters Score -3135555 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -3139533.750000 Penalty: 3594.456543
	Iteration 10F: 3 clusters Score -3139534 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -3142601.250000 Penalty: 3594.456543
	Iteration 11F: 3 clusters Score -3142601 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -3144404.500000 Penalty: 3594.456543
	Iteration 12Q: 3 clusters Score -3144404 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -3145503.250000 Penalty: 3594.456543
	Iteration 13Q: 3 clusters Score -3145503 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -3146155.750000 Penalty: 3594.456543
	Iteration 14Q: 3 clusters Score -3146156 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -3146574.000000 Penalty: 3594.456543
	Iteration 15Q: 3 clusters Score -3146574 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -3146878.500000 Penalty: 3594.456543
	Iteration 16Q: 3 clusters Score -3146878 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -3147113.750000 Penalty: 3594.456543
	Iteration 17Q: 3 clusters Score -3147114 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -3147340.500000 Penalty: 3594.456543
	Iteration 18Q: 3 clusters Score -3147340 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -3147481.750000 Penalty: 3594.456543
	Iteration 19Q: 3 clusters Score -3147482 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -3147633.750000 Penalty: 3594.456543
	Iteration 20F: 3 clusters Score -3147634 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -3147776.750000 Penalty: 3594.456543
	Iteration 21Q: 3 clusters Score -3147777 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -3147940.000000 Penalty: 3594.456543
	Iteration 22Q: 3 clusters Score -3147940 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -3148074.000000 Penalty: 3594.456543
	Iteration 23Q: 3 clusters Score -3148074 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -3148189.000000 Penalty: 3594.456543
	Iteration 24Q: 3 clusters Score -3148189 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -3148274.000000 Penalty: 3594.456543
	Iteration 25Q: 3 clusters Score -3148274 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -3148302.250000 Penalty: 3594.456543
	Iteration 26Q: 3 clusters Score -3148302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -3148315.500000 Penalty: 3594.456543
	Iteration 27Q: 3 clusters Score -3148316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -3148322.750000 Penalty: 3594.456543
	Iteration 28Q: 3 clusters Score -3148323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 61750 members 
Entering Unmasked Estep 
Score: -3148335.500000 Penalty: 3594.456543
	Iteration 29Q: 3 clusters Score -3148336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -3148342.500000 Penalty: 3594.456543
	Iteration 30Q: 3 clusters Score -3148342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 61752 members 
Entering Unmasked Estep 
Score: -3148344.000000 Penalty: 3594.456543
	Iteration 31Q: 3 clusters Score -3148344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -3148348.000000 Penalty: 3594.456543
	Iteration 32Q: 3 clusters Score -3148348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -3148346.500000 Penalty: 3594.456543
	Iteration 33Q: 3 clusters Score -3148346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -3148349.750000 Penalty: 3594.456543
	Iteration 34Q: 3 clusters Score -3148350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 61741 members 
Entering Unmasked Estep 
Score: -3148348.000000 Penalty: 3594.456543
	Iteration 35Q: 3 clusters Score -3148348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -3148349.500000 Penalty: 3594.456543
	Iteration 36Q: 3 clusters Score -3148350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -3148350.000000 Penalty: 3594.456543
	Iteration 37Q: 3 clusters Score -3148350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -3148348.250000 Penalty: 3594.456543
	Iteration 38Q: 3 clusters Score -3148348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -3148350.500000 Penalty: 3594.456543
	Iteration 39Q: 3 clusters Score -3148350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -3148350.750000 Penalty: 3594.456543
	Iteration 40F: 3 clusters Score -3148351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 61740 members 
Entering Unmasked Estep 
Score: -3148354.750000 Penalty: 3594.456543
	Iteration 41Q: 3 clusters Score -3148355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -3148357.000000 Penalty: 3594.456543
	Iteration 42Q: 3 clusters Score -3148357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -3148355.500000 Penalty: 3594.456543
	Iteration 43Q: 3 clusters Score -3148356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 61730 members 
Entering Unmasked Estep 
Score: -3148355.500000 Penalty: 3594.456543
	Iteration 44F: 3 clusters Score -3148356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Entering Unmasked Estep 
Score: -1075543.500000 Penalty: 1629.966064
	Iteration 0F: 2 clusters Score -1075544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1060023.125000 Penalty: 3259.932129
	Iteration 0F: 3 clusters Score -1060023 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1065734.875000 Penalty: 3259.932129
	Iteration 1F: 3 clusters Score -1065735 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1066101.625000 Penalty: 3259.932129
	Iteration 2Q: 3 clusters Score -1066102 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1066538.875000 Penalty: 3259.932129
	Iteration 3Q: 3 clusters Score -1066539 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1067129.875000 Penalty: 3259.932129
	Iteration 4F: 3 clusters Score -1067130 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1068082.000000 Penalty: 3259.932129
	Iteration 5F: 3 clusters Score -1068082 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1069384.250000 Penalty: 3259.932129
	Iteration 6F: 3 clusters Score -1069384 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1070931.000000 Penalty: 3259.932129
	Iteration 7F: 3 clusters Score -1070931 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1072228.500000 Penalty: 3259.932129
	Iteration 8F: 3 clusters Score -1072228 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1073112.375000 Penalty: 3259.932129
	Iteration 9Q: 3 clusters Score -1073112 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1073579.875000 Penalty: 3259.932129
	Iteration 10Q: 3 clusters Score -1073580 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1073817.875000 Penalty: 3259.932129
	Iteration 11Q: 3 clusters Score -1073818 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1073949.125000 Penalty: 3259.932129
	Iteration 12Q: 3 clusters Score -1073949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1074017.125000 Penalty: 3259.932129
	Iteration 13Q: 3 clusters Score -1074017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1074053.375000 Penalty: 3259.932129
	Iteration 14Q: 3 clusters Score -1074053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1074088.125000 Penalty: 3259.932129
	Iteration 15Q: 3 clusters Score -1074088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1074122.250000 Penalty: 3259.932129
	Iteration 16Q: 3 clusters Score -1074122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1074142.750000 Penalty: 3259.932129
	Iteration 17Q: 3 clusters Score -1074143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1074148.750000 Penalty: 3259.932129
	Iteration 18Q: 3 clusters Score -1074149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1074153.250000 Penalty: 3259.932129
	Iteration 19Q: 3 clusters Score -1074153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1074156.750000 Penalty: 3259.932129
	Iteration 20F: 3 clusters Score -1074157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1074162.000000 Penalty: 3259.932129
	Iteration 21Q: 3 clusters Score -1074162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1074164.500000 Penalty: 3259.932129
	Iteration 22Q: 3 clusters Score -1074164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1074163.375000 Penalty: 3259.932129
	Iteration 23Q: 3 clusters Score -1074163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1074163.375000 Penalty: 3259.932129
	Iteration 24F: 3 clusters Score -1074163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Entering Unmasked Estep 
Score: -489652.656250 Penalty: 1497.086060
	Iteration 0F: 2 clusters Score -489652.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -482402.875000 Penalty: 2994.172119
	Iteration 0F: 3 clusters Score -482402.9 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -484690.656250 Penalty: 2994.172119
	Iteration 1F: 3 clusters Score -484690.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -484903.000000 Penalty: 2994.172119
	Iteration 2F: 3 clusters Score -484903 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -485065.187500 Penalty: 2994.172119
	Iteration 3Q: 3 clusters Score -485065.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -485230.343750 Penalty: 2994.172119
	Iteration 4Q: 3 clusters Score -485230.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -485433.375000 Penalty: 2994.172119
	Iteration 5Q: 3 clusters Score -485433.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -485676.031250 Penalty: 2994.172119
	Iteration 6Q: 3 clusters Score -485676 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -486015.468750 Penalty: 2994.172119
	Iteration 7F: 3 clusters Score -486015.5 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -486469.406250 Penalty: 2994.172119
	Iteration 8F: 3 clusters Score -486469.4 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -487009.531250 Penalty: 2994.172119
	Iteration 9F: 3 clusters Score -487009.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -487606.343750 Penalty: 2994.172119
	Iteration 10F: 3 clusters Score -487606.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -488178.156250 Penalty: 2994.172119
	Iteration 11F: 3 clusters Score -488178.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -488621.312500 Penalty: 2994.172119
	Iteration 12Q: 3 clusters Score -488621.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -488802.187500 Penalty: 2994.172119
	Iteration 13Q: 3 clusters Score -488802.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -488862.187500 Penalty: 2994.172119
	Iteration 14Q: 3 clusters Score -488862.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -488893.031250 Penalty: 2994.172119
	Iteration 15Q: 3 clusters Score -488893 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -488908.437500 Penalty: 2994.172119
	Iteration 16Q: 3 clusters Score -488908.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -488916.000000 Penalty: 2994.172119
	Iteration 17Q: 3 clusters Score -488916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -488921.781250 Penalty: 2994.172119
	Iteration 18Q: 3 clusters Score -488921.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -488925.656250 Penalty: 2994.172119
	Iteration 19Q: 3 clusters Score -488925.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -488930.218750 Penalty: 2994.172119
	Iteration 20F: 3 clusters Score -488930.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -488934.531250 Penalty: 2994.172119
	Iteration 21Q: 3 clusters Score -488934.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -488938.500000 Penalty: 2994.172119
	Iteration 22Q: 3 clusters Score -488938.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -488940.687500 Penalty: 2994.172119
	Iteration 23Q: 3 clusters Score -488940.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -488942.812500 Penalty: 2994.172119
	Iteration 24Q: 3 clusters Score -488942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -488944.093750 Penalty: 2994.172119
	Iteration 25Q: 3 clusters Score -488944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -488943.656250 Penalty: 2994.172119
	Iteration 26Q: 3 clusters Score -488943.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -488944.062500 Penalty: 2994.172119
	Iteration 27Q: 3 clusters Score -488944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -488944.093750 Penalty: 2994.172119
	Iteration 28Q: 3 clusters Score -488944.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -488942.656250 Penalty: 2994.172119
	Iteration 29Q: 3 clusters Score -488942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -488944.062500 Penalty: 2994.172119
	Iteration 30Q: 3 clusters Score -488944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -488944.062500 Penalty: 2994.172119
	Iteration 31F: 3 clusters Score -488944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42823 members 
Mstep: Class 4 contains 6039 members 
Mstep: Class 5 contains 21062 members 
Mstep: Class 6 contains 13813 members 
Mstep: Class 7 contains 35867 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108888 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 241896 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63568 members 
Mstep: Class 20 contains 22710 members 
Mstep: Class 21 contains 10025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177838.000000 Penalty: 34528.855469
Iteration 159Q: 17 clusters Score -2.817784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42829 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 13814 members 
Mstep: Class 7 contains 35885 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108871 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 241891 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63571 members 
Mstep: Class 20 contains 22705 members 
Mstep: Class 21 contains 10024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177852.000000 Penalty: 34528.855469
Iteration 160F: 17 clusters Score -2.817785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42838 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 21065 members 
Mstep: Class 6 contains 13814 members 
Mstep: Class 7 contains 35904 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108846 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 241894 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63574 members 
Mstep: Class 20 contains 22696 members 
Mstep: Class 21 contains 10024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177866.000000 Penalty: 34528.855469
Iteration 161Q: 17 clusters Score -2.817787e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42848 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 21064 members 
Mstep: Class 6 contains 13812 members 
Mstep: Class 7 contains 35928 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108826 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 241889 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63578 members 
Mstep: Class 20 contains 22688 members 
Mstep: Class 21 contains 10022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177872.000000 Penalty: 34528.855469
Iteration 162Q: 17 clusters Score -2.817787e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42855 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 21064 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 35954 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108798 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 241891 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63581 members 
Mstep: Class 20 contains 22683 members 
Mstep: Class 21 contains 10018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177878.000000 Penalty: 34528.855469
Iteration 163Q: 17 clusters Score -2.817788e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42864 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 21061 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 35982 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108781 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 241887 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63585 members 
Mstep: Class 20 contains 22671 members 
Mstep: Class 21 contains 10013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177884.000000 Penalty: 34528.855469
Iteration 164Q: 17 clusters Score -2.817788e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42869 members 
Mstep: Class 4 contains 6038 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 13813 members 
Mstep: Class 7 contains 36020 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108744 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 241892 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63585 members 
Mstep: Class 20 contains 22656 members 
Mstep: Class 21 contains 10012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177864.000000 Penalty: 34528.855469
Iteration 165Q: 17 clusters Score -2.817786e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42877 members 
Mstep: Class 4 contains 6037 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 13816 members 
Mstep: Class 7 contains 36057 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108708 members 
Mstep: Class 10 contains 7431 members 
Mstep: Class 11 contains 241891 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63593 members 
Mstep: Class 20 contains 22641 members 
Mstep: Class 21 contains 10008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177902.000000 Penalty: 34528.855469
Iteration 166Q: 17 clusters Score -2.81779e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42881 members 
Mstep: Class 4 contains 6037 members 
Mstep: Class 5 contains 21060 members 
Mstep: Class 6 contains 13815 members 
Mstep: Class 7 contains 36092 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108679 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 241895 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63598 members 
Mstep: Class 20 contains 22631 members 
Mstep: Class 21 contains 10006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177962.000000 Penalty: 34528.855469
Iteration 167Q: 17 clusters Score -2.817796e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42890 members 
Mstep: Class 4 contains 6036 members 
Mstep: Class 5 contains 21056 members 
Mstep: Class 6 contains 13813 members 
Mstep: Class 7 contains 36125 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108652 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 241895 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63601 members 
Mstep: Class 20 contains 22628 members 
Mstep: Class 21 contains 10001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177956.000000 Penalty: 34528.855469
Iteration 168Q: 17 clusters Score -2.817796e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42893 members 
Mstep: Class 4 contains 6035 members 
Mstep: Class 5 contains 21055 members 
Mstep: Class 6 contains 13812 members 
Mstep: Class 7 contains 36156 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108630 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 241901 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63600 members 
Mstep: Class 20 contains 22621 members 
Mstep: Class 21 contains 9995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177950.000000 Penalty: 34528.855469
Iteration 169Q: 17 clusters Score -2.817795e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42895 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 21056 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 36183 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108602 members 
Mstep: Class 10 contains 7418 members 
Mstep: Class 11 contains 241908 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63602 members 
Mstep: Class 20 contains 22619 members 
Mstep: Class 21 contains 9990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177952.000000 Penalty: 34528.855469
Iteration 170Q: 17 clusters Score -2.817795e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42897 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 21055 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 36219 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108574 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 241915 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63604 members 
Mstep: Class 20 contains 22605 members 
Mstep: Class 21 contains 9989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177914.000000 Penalty: 34528.855469
Iteration 171Q: 17 clusters Score -2.817791e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42895 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 21054 members 
Mstep: Class 6 contains 13813 members 
Mstep: Class 7 contains 36252 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108541 members 
Mstep: Class 10 contains 7419 members 
Mstep: Class 11 contains 241919 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63609 members 
Mstep: Class 20 contains 22595 members 
Mstep: Class 21 contains 9988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177968.000000 Penalty: 34528.855469
Iteration 172Q: 17 clusters Score -2.817797e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42897 members 
Mstep: Class 4 contains 6033 members 
Mstep: Class 5 contains 21053 members 
Mstep: Class 6 contains 13813 members 
Mstep: Class 7 contains 36287 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108504 members 
Mstep: Class 10 contains 7420 members 
Mstep: Class 11 contains 241925 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63615 members 
Mstep: Class 20 contains 22585 members 
Mstep: Class 21 contains 9986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177936.000000 Penalty: 34528.855469
Iteration 173Q: 17 clusters Score -2.817794e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42902 members 
Mstep: Class 4 contains 6031 members 
Mstep: Class 5 contains 21053 members 
Mstep: Class 6 contains 13810 members 
Mstep: Class 7 contains 36329 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108463 members 
Mstep: Class 10 contains 7420 members 
Mstep: Class 11 contains 241938 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63614 members 
Mstep: Class 20 contains 22572 members 
Mstep: Class 21 contains 9986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177920.000000 Penalty: 34528.855469
Iteration 174Q: 17 clusters Score -2.817792e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42905 members 
Mstep: Class 4 contains 6031 members 
Mstep: Class 5 contains 21053 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 36376 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108418 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 241949 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63612 members 
Mstep: Class 20 contains 22556 members 
Mstep: Class 21 contains 9986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177872.000000 Penalty: 34528.855469
Iteration 175Q: 17 clusters Score -2.817787e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42909 members 
Mstep: Class 4 contains 6031 members 
Mstep: Class 5 contains 21054 members 
Mstep: Class 6 contains 13810 members 
Mstep: Class 7 contains 36418 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108371 members 
Mstep: Class 10 contains 7421 members 
Mstep: Class 11 contains 241965 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63613 members 
Mstep: Class 20 contains 22540 members 
Mstep: Class 21 contains 9986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177904.000000 Penalty: 34528.855469
Iteration 176Q: 17 clusters Score -2.81779e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42910 members 
Mstep: Class 4 contains 6030 members 
Mstep: Class 5 contains 21056 members 
Mstep: Class 6 contains 13810 members 
Mstep: Class 7 contains 36447 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108337 members 
Mstep: Class 10 contains 7423 members 
Mstep: Class 11 contains 241984 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63610 members 
Mstep: Class 20 contains 22526 members 
Mstep: Class 21 contains 9985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177898.000000 Penalty: 34528.855469
Iteration 177Q: 17 clusters Score -2.81779e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42910 members 
Mstep: Class 4 contains 6029 members 
Mstep: Class 5 contains 21057 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 36489 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108292 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 241998 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63608 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 9985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177908.000000 Penalty: 34528.855469
Iteration 178Q: 17 clusters Score -2.817791e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42910 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 21057 members 
Mstep: Class 6 contains 13811 members 
Mstep: Class 7 contains 36521 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108260 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242009 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63604 members 
Mstep: Class 20 contains 22510 members 
Mstep: Class 21 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177930.000000 Penalty: 34528.855469
Iteration 179Q: 17 clusters Score -2.817793e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42910 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 21058 members 
Mstep: Class 6 contains 13812 members 
Mstep: Class 7 contains 36546 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108227 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242020 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63603 members 
Mstep: Class 20 contains 22506 members 
Mstep: Class 21 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177980.000000 Penalty: 34528.855469
Iteration 180F: 17 clusters Score -2.817798e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42914 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 21060 members 
Mstep: Class 6 contains 13814 members 
Mstep: Class 7 contains 36561 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108210 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242020 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63604 members 
Mstep: Class 20 contains 22500 members 
Mstep: Class 21 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177972.000000 Penalty: 34528.855469
Iteration 181Q: 17 clusters Score -2.817797e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42917 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 21062 members 
Mstep: Class 6 contains 13813 members 
Mstep: Class 7 contains 36577 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108200 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242017 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63603 members 
Mstep: Class 20 contains 22494 members 
Mstep: Class 21 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177982.000000 Penalty: 34528.855469
Iteration 182Q: 17 clusters Score -2.817798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42920 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 21062 members 
Mstep: Class 6 contains 13814 members 
Mstep: Class 7 contains 36591 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108181 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242026 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63603 members 
Mstep: Class 20 contains 22487 members 
Mstep: Class 21 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177962.000000 Penalty: 34528.855469
Iteration 183Q: 17 clusters Score -2.817796e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42925 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 21061 members 
Mstep: Class 6 contains 13814 members 
Mstep: Class 7 contains 36604 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108165 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242031 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63605 members 
Mstep: Class 20 contains 22481 members 
Mstep: Class 21 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177958.000000 Penalty: 34528.855469
Iteration 184Q: 17 clusters Score -2.817796e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42932 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 21060 members 
Mstep: Class 6 contains 13814 members 
Mstep: Class 7 contains 36615 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108146 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 242039 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63609 members 
Mstep: Class 20 contains 22474 members 
Mstep: Class 21 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177940.000000 Penalty: 34528.855469
Iteration 185Q: 17 clusters Score -2.817794e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42936 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 21058 members 
Mstep: Class 6 contains 13815 members 
Mstep: Class 7 contains 36633 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108132 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242048 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63612 members 
Mstep: Class 20 contains 22457 members 
Mstep: Class 21 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177946.000000 Penalty: 34528.855469
Iteration 186Q: 17 clusters Score -2.817795e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42942 members 
Mstep: Class 4 contains 6027 members 
Mstep: Class 5 contains 21055 members 
Mstep: Class 6 contains 13816 members 
Mstep: Class 7 contains 36651 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108122 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242049 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63613 members 
Mstep: Class 20 contains 22444 members 
Mstep: Class 21 contains 9983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177946.000000 Penalty: 34528.855469
Iteration 187Q: 17 clusters Score -2.817795e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42943 members 
Mstep: Class 4 contains 6026 members 
Mstep: Class 5 contains 21052 members 
Mstep: Class 6 contains 13816 members 
Mstep: Class 7 contains 36669 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108111 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 242055 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63617 members 
Mstep: Class 20 contains 22433 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177948.000000 Penalty: 34528.855469
Iteration 188Q: 17 clusters Score -2.817795e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42945 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 21051 members 
Mstep: Class 6 contains 13816 members 
Mstep: Class 7 contains 36687 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108097 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 242054 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63621 members 
Mstep: Class 20 contains 22427 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177928.000000 Penalty: 34528.855469
Iteration 189Q: 17 clusters Score -2.817793e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42948 members 
Mstep: Class 4 contains 6022 members 
Mstep: Class 5 contains 21049 members 
Mstep: Class 6 contains 13818 members 
Mstep: Class 7 contains 36697 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108086 members 
Mstep: Class 10 contains 7422 members 
Mstep: Class 11 contains 242058 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63623 members 
Mstep: Class 20 contains 22423 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177958.000000 Penalty: 34528.855469
Iteration 190Q: 17 clusters Score -2.817796e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42949 members 
Mstep: Class 4 contains 6019 members 
Mstep: Class 5 contains 21046 members 
Mstep: Class 6 contains 13820 members 
Mstep: Class 7 contains 36709 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108074 members 
Mstep: Class 10 contains 7423 members 
Mstep: Class 11 contains 242060 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63626 members 
Mstep: Class 20 contains 22421 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177930.000000 Penalty: 34528.855469
Iteration 191Q: 17 clusters Score -2.817793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42949 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 21045 members 
Mstep: Class 6 contains 13818 members 
Mstep: Class 7 contains 36721 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108063 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 242067 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63627 members 
Mstep: Class 20 contains 22416 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177930.000000 Penalty: 34528.855469
Iteration 192Q: 17 clusters Score -2.817793e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42948 members 
Mstep: Class 4 contains 6015 members 
Mstep: Class 5 contains 21045 members 
Mstep: Class 6 contains 13819 members 
Mstep: Class 7 contains 36727 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108053 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242075 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63626 members 
Mstep: Class 20 contains 22413 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177882.000000 Penalty: 34528.855469
Iteration 193Q: 17 clusters Score -2.817788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42949 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 21046 members 
Mstep: Class 6 contains 13819 members 
Mstep: Class 7 contains 36732 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108046 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 242078 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63627 members 
Mstep: Class 20 contains 22411 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177944.000000 Penalty: 34528.855469
Iteration 194Q: 17 clusters Score -2.817794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42950 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 21046 members 
Mstep: Class 6 contains 13820 members 
Mstep: Class 7 contains 36738 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108037 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 242079 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63628 members 
Mstep: Class 20 contains 22408 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177932.000000 Penalty: 34528.855469
Iteration 195Q: 17 clusters Score -2.817793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42950 members 
Mstep: Class 4 contains 6014 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13820 members 
Mstep: Class 7 contains 36741 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108035 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242081 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63630 members 
Mstep: Class 20 contains 22404 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177950.000000 Penalty: 34528.855469
Iteration 196Q: 17 clusters Score -2.817795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42951 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13820 members 
Mstep: Class 7 contains 36742 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108033 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 242084 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63630 members 
Mstep: Class 20 contains 22402 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177942.000000 Penalty: 34528.855469
Iteration 197Q: 17 clusters Score -2.817794e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42951 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13819 members 
Mstep: Class 7 contains 36745 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108032 members 
Mstep: Class 10 contains 7431 members 
Mstep: Class 11 contains 242085 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63630 members 
Mstep: Class 20 contains 22395 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177936.000000 Penalty: 34528.855469
Iteration 198Q: 17 clusters Score -2.817794e+07 nChanged 23
Entering ConstructFrom: 
Score: -28177936.000000 Penalty: 34528.855469
Entering ConstructFrom: 
Trying to split cluster 1 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -286376.593750 Penalty: 1417.127930
	Iteration 0F: 2 clusters Score -286376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -281737.437500 Penalty: 2834.255859
	Iteration 0F: 3 clusters Score -281737.4 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -283183.531250 Penalty: 2834.255859
	Iteration 1F: 3 clusters Score -283183.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -283490.125000 Penalty: 2834.255859
	Iteration 2F: 3 clusters Score -283490.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -283816.937500 Penalty: 2834.255859
	Iteration 3F: 3 clusters Score -283816.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -284151.500000 Penalty: 2834.255859
	Iteration 4F: 3 clusters Score -284151.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -284517.218750 Penalty: 2834.255859
	Iteration 5F: 3 clusters Score -284517.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -284852.468750 Penalty: 2834.255859
	Iteration 6F: 3 clusters Score -284852.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -285102.781250 Penalty: 2834.255859
	Iteration 7F: 3 clusters Score -285102.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -285263.656250 Penalty: 2834.255859
	Iteration 8Q: 3 clusters Score -285263.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -285329.750000 Penalty: 2834.255859
	Iteration 9Q: 3 clusters Score -285329.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -285369.062500 Penalty: 2834.255859
	Iteration 10Q: 3 clusters Score -285369.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -285400.562500 Penalty: 2834.255859
	Iteration 11Q: 3 clusters Score -285400.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -285416.875000 Penalty: 2834.255859
	Iteration 12Q: 3 clusters Score -285416.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -285425.343750 Penalty: 2834.255859
	Iteration 13Q: 3 clusters Score -285425.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -285436.406250 Penalty: 2834.255859
	Iteration 14Q: 3 clusters Score -285436.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -285444.593750 Penalty: 2834.255859
	Iteration 15Q: 3 clusters Score -285444.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -285450.406250 Penalty: 2834.255859
	Iteration 16Q: 3 clusters Score -285450.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -285454.562500 Penalty: 2834.255859
	Iteration 17Q: 3 clusters Score -285454.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -285458.468750 Penalty: 2834.255859
	Iteration 18Q: 3 clusters Score -285458.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -285462.125000 Penalty: 2834.255859
	Iteration 19Q: 3 clusters Score -285462.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -285465.687500 Penalty: 2834.255859
	Iteration 20F: 3 clusters Score -285465.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -285469.406250 Penalty: 2834.255859
	Iteration 21Q: 3 clusters Score -285469.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -285471.281250 Penalty: 2834.255859
	Iteration 22Q: 3 clusters Score -285471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -285473.218750 Penalty: 2834.255859
	Iteration 23Q: 3 clusters Score -285473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -285474.781250 Penalty: 2834.255859
	Iteration 24Q: 3 clusters Score -285474.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -285477.156250 Penalty: 2834.255859
	Iteration 25Q: 3 clusters Score -285477.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -285479.750000 Penalty: 2834.255859
	Iteration 26Q: 3 clusters Score -285479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -285482.406250 Penalty: 2834.255859
	Iteration 27Q: 3 clusters Score -285482.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -285483.843750 Penalty: 2834.255859
	Iteration 28Q: 3 clusters Score -285483.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -285486.281250 Penalty: 2834.255859
	Iteration 29Q: 3 clusters Score -285486.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -285488.531250 Penalty: 2834.255859
	Iteration 30Q: 3 clusters Score -285488.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -285490.437500 Penalty: 2834.255859
	Iteration 31Q: 3 clusters Score -285490.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -285494.937500 Penalty: 2834.255859
	Iteration 32Q: 3 clusters Score -285494.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -285497.687500 Penalty: 2834.255859
	Iteration 33Q: 3 clusters Score -285497.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -285499.375000 Penalty: 2834.255859
	Iteration 34Q: 3 clusters Score -285499.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -285503.593750 Penalty: 2834.255859
	Iteration 35Q: 3 clusters Score -285503.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -285510.531250 Penalty: 2834.255859
	Iteration 36Q: 3 clusters Score -285510.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -285517.750000 Penalty: 2834.255859
	Iteration 37Q: 3 clusters Score -285517.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -285521.750000 Penalty: 2834.255859
	Iteration 38Q: 3 clusters Score -285521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -285528.031250 Penalty: 2834.255859
	Iteration 39Q: 3 clusters Score -285528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -285529.812500 Penalty: 2834.255859
	Iteration 40F: 3 clusters Score -285529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -285531.937500 Penalty: 2834.255859
	Iteration 41Q: 3 clusters Score -285531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -285534.875000 Penalty: 2834.255859
	Iteration 42Q: 3 clusters Score -285534.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -285536.593750 Penalty: 2834.255859
	Iteration 43Q: 3 clusters Score -285536.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -285537.593750 Penalty: 2834.255859
	Iteration 44Q: 3 clusters Score -285537.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -285541.718750 Penalty: 2834.255859
	Iteration 45Q: 3 clusters Score -285541.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -285545.500000 Penalty: 2834.255859
	Iteration 46Q: 3 clusters Score -285545.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -285549.718750 Penalty: 2834.255859
	Iteration 47Q: 3 clusters Score -285549.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -285553.593750 Penalty: 2834.255859
	Iteration 48Q: 3 clusters Score -285553.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -285557.125000 Penalty: 2834.255859
	Iteration 49Q: 3 clusters Score -285557.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -285560.500000 Penalty: 2834.255859
	Iteration 50Q: 3 clusters Score -285560.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -285561.687500 Penalty: 2834.255859
	Iteration 51Q: 3 clusters Score -285561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -285564.343750 Penalty: 2834.255859
	Iteration 52Q: 3 clusters Score -285564.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -285566.656250 Penalty: 2834.255859
	Iteration 53Q: 3 clusters Score -285566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -285567.531250 Penalty: 2834.255859
	Iteration 54Q: 3 clusters Score -285567.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -285570.125000 Penalty: 2834.255859
	Iteration 55Q: 3 clusters Score -285570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -285571.218750 Penalty: 2834.255859
	Iteration 56Q: 3 clusters Score -285571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -285575.312500 Penalty: 2834.255859
	Iteration 57Q: 3 clusters Score -285575.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -285580.937500 Penalty: 2834.255859
	Iteration 58Q: 3 clusters Score -285580.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -285588.562500 Penalty: 2834.255859
	Iteration 59Q: 3 clusters Score -285588.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -285592.000000 Penalty: 2834.255859
	Iteration 60F: 3 clusters Score -285592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -285599.281250 Penalty: 2834.255859
	Iteration 61Q: 3 clusters Score -285599.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -285606.750000 Penalty: 2834.255859
	Iteration 62Q: 3 clusters Score -285606.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -285613.406250 Penalty: 2834.255859
	Iteration 63Q: 3 clusters Score -285613.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -285620.593750 Penalty: 2834.255859
	Iteration 64Q: 3 clusters Score -285620.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -285626.343750 Penalty: 2834.255859
	Iteration 65Q: 3 clusters Score -285626.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -285633.343750 Penalty: 2834.255859
	Iteration 66Q: 3 clusters Score -285633.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -285638.125000 Penalty: 2834.255859
	Iteration 67Q: 3 clusters Score -285638.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -285640.468750 Penalty: 2834.255859
	Iteration 68Q: 3 clusters Score -285640.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -285643.750000 Penalty: 2834.255859
	Iteration 69Q: 3 clusters Score -285643.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -285645.687500 Penalty: 2834.255859
	Iteration 70Q: 3 clusters Score -285645.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -285652.281250 Penalty: 2834.255859
	Iteration 71Q: 3 clusters Score -285652.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -285662.312500 Penalty: 2834.255859
	Iteration 72Q: 3 clusters Score -285662.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -285674.968750 Penalty: 2834.255859
	Iteration 73Q: 3 clusters Score -285675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -285692.031250 Penalty: 2834.255859
	Iteration 74Q: 3 clusters Score -285692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -285709.531250 Penalty: 2834.255859
	Iteration 75Q: 3 clusters Score -285709.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -285722.687500 Penalty: 2834.255859
	Iteration 76Q: 3 clusters Score -285722.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -285733.625000 Penalty: 2834.255859
	Iteration 77Q: 3 clusters Score -285733.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -285745.687500 Penalty: 2834.255859
	Iteration 78Q: 3 clusters Score -285745.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -285756.312500 Penalty: 2834.255859
	Iteration 79Q: 3 clusters Score -285756.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -285761.312500 Penalty: 2834.255859
	Iteration 80F: 3 clusters Score -285761.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -285764.906250 Penalty: 2834.255859
	Iteration 81Q: 3 clusters Score -285764.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -285768.093750 Penalty: 2834.255859
	Iteration 82Q: 3 clusters Score -285768.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -285770.531250 Penalty: 2834.255859
	Iteration 83Q: 3 clusters Score -285770.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -285774.687500 Penalty: 2834.255859
	Iteration 84Q: 3 clusters Score -285774.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -285777.656250 Penalty: 2834.255859
	Iteration 85Q: 3 clusters Score -285777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -285778.062500 Penalty: 2834.255859
	Iteration 86Q: 3 clusters Score -285778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -285778.218750 Penalty: 2834.255859
	Iteration 87Q: 3 clusters Score -285778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -285779.218750 Penalty: 2834.255859
	Iteration 88Q: 3 clusters Score -285779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -285779.218750 Penalty: 2834.255859
	Iteration 89F: 3 clusters Score -285779.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Entering Unmasked Estep 
Score: -54221.031250 Penalty: 1172.595947
	Iteration 0F: 2 clusters Score -54221.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -52594.378906 Penalty: 2345.191895
	Iteration 0F: 3 clusters Score -52594.38 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -52920.644531 Penalty: 2345.191895
	Iteration 1F: 3 clusters Score -52920.64 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -52996.269531 Penalty: 2345.191895
	Iteration 2F: 3 clusters Score -52996.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -53038.710938 Penalty: 2345.191895
	Iteration 3Q: 3 clusters Score -53038.71 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -53074.843750 Penalty: 2345.191895
	Iteration 4Q: 3 clusters Score -53074.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -53119.164062 Penalty: 2345.191895
	Iteration 5Q: 3 clusters Score -53119.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -53169.718750 Penalty: 2345.191895
	Iteration 6Q: 3 clusters Score -53169.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -53237.582031 Penalty: 2345.191895
	Iteration 7Q: 3 clusters Score -53237.58 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -53345.878906 Penalty: 2345.191895
	Iteration 8Q: 3 clusters Score -53345.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -53540.171875 Penalty: 2345.191895
	Iteration 9F: 3 clusters Score -53540.17 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -53761.683594 Penalty: 2345.191895
	Iteration 10F: 3 clusters Score -53761.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -53938.062500 Penalty: 2345.191895
	Iteration 11F: 3 clusters Score -53938.06 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -54046.179688 Penalty: 2345.191895
	Iteration 12F: 3 clusters Score -54046.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -54115.558594 Penalty: 2345.191895
	Iteration 13Q: 3 clusters Score -54115.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -54169.242188 Penalty: 2345.191895
	Iteration 14Q: 3 clusters Score -54169.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -54202.589844 Penalty: 2345.191895
	Iteration 15Q: 3 clusters Score -54202.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -54225.265625 Penalty: 2345.191895
	Iteration 16Q: 3 clusters Score -54225.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -54242.082031 Penalty: 2345.191895
	Iteration 17Q: 3 clusters Score -54242.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -54253.480469 Penalty: 2345.191895
	Iteration 18Q: 3 clusters Score -54253.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -54265.699219 Penalty: 2345.191895
	Iteration 19Q: 3 clusters Score -54265.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -54274.160156 Penalty: 2345.191895
	Iteration 20F: 3 clusters Score -54274.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -54278.253906 Penalty: 2345.191895
	Iteration 21Q: 3 clusters Score -54278.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -54278.632812 Penalty: 2345.191895
	Iteration 22Q: 3 clusters Score -54278.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -54283.230469 Penalty: 2345.191895
	Iteration 23Q: 3 clusters Score -54283.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -54283.621094 Penalty: 2345.191895
	Iteration 24Q: 3 clusters Score -54283.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -54283.621094 Penalty: 2345.191895
	Iteration 25F: 3 clusters Score -54283.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 42952 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13819 members 
Mstep: Class 7 contains 36750 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108024 members 
Mstep: Class 10 contains 7429 members 
Mstep: Class 11 contains 242092 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 810 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63631 members 
Mstep: Class 20 contains 22396 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
Score: -28176994.000000 Penalty: 36686.906250
Splitting cluster 2 changes total score from -28177936.000000 to -28176994.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (42952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Entering Unmasked Estep 
Score: -2155605.000000 Penalty: 1733.523682
	Iteration 0F: 2 clusters Score -2155605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2126699.250000 Penalty: 3467.047363
	Iteration 0F: 3 clusters Score -2126699 nChanged 20005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2138344.750000 Penalty: 3467.047363
	Iteration 1F: 3 clusters Score -2138345 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2139043.500000 Penalty: 3467.047363
	Iteration 2Q: 3 clusters Score -2139044 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2139996.750000 Penalty: 3467.047363
	Iteration 3Q: 3 clusters Score -2139997 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2141430.750000 Penalty: 3467.047363
	Iteration 4F: 3 clusters Score -2141431 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2143313.000000 Penalty: 3467.047363
	Iteration 5F: 3 clusters Score -2143313 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2145527.000000 Penalty: 3467.047363
	Iteration 6F: 3 clusters Score -2145527 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2147716.250000 Penalty: 3467.047363
	Iteration 7F: 3 clusters Score -2147716 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2149541.250000 Penalty: 3467.047363
	Iteration 8F: 3 clusters Score -2149541 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2150782.750000 Penalty: 3467.047363
	Iteration 9Q: 3 clusters Score -2150783 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2151528.000000 Penalty: 3467.047363
	Iteration 10Q: 3 clusters Score -2151528 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2151966.750000 Penalty: 3467.047363
	Iteration 11Q: 3 clusters Score -2151967 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2152326.250000 Penalty: 3467.047363
	Iteration 12Q: 3 clusters Score -2152326 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2152570.750000 Penalty: 3467.047363
	Iteration 13Q: 3 clusters Score -2152571 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2152757.000000 Penalty: 3467.047363
	Iteration 14Q: 3 clusters Score -2152757 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -2152934.000000 Penalty: 3467.047363
	Iteration 15Q: 3 clusters Score -2152934 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2153091.000000 Penalty: 3467.047363
	Iteration 16Q: 3 clusters Score -2153091 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2153204.250000 Penalty: 3467.047363
	Iteration 17Q: 3 clusters Score -2153204 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2153318.500000 Penalty: 3467.047363
	Iteration 18Q: 3 clusters Score -2153318 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2153445.750000 Penalty: 3467.047363
	Iteration 19Q: 3 clusters Score -2153446 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2153563.000000 Penalty: 3467.047363
	Iteration 20F: 3 clusters Score -2153563 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2153652.250000 Penalty: 3467.047363
	Iteration 21Q: 3 clusters Score -2153652 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2153703.750000 Penalty: 3467.047363
	Iteration 22Q: 3 clusters Score -2153704 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2153769.750000 Penalty: 3467.047363
	Iteration 23Q: 3 clusters Score -2153770 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2153811.750000 Penalty: 3467.047363
	Iteration 24Q: 3 clusters Score -2153812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2153859.250000 Penalty: 3467.047363
	Iteration 25Q: 3 clusters Score -2153859 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2153898.250000 Penalty: 3467.047363
	Iteration 26Q: 3 clusters Score -2153898 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2153936.250000 Penalty: 3467.047363
	Iteration 27Q: 3 clusters Score -2153936 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2153967.000000 Penalty: 3467.047363
	Iteration 28Q: 3 clusters Score -2153967 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2153992.000000 Penalty: 3467.047363
	Iteration 29Q: 3 clusters Score -2153992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2154005.750000 Penalty: 3467.047363
	Iteration 30Q: 3 clusters Score -2154006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2154029.000000 Penalty: 3467.047363
	Iteration 31Q: 3 clusters Score -2154029 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2154051.500000 Penalty: 3467.047363
	Iteration 32Q: 3 clusters Score -2154052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2154067.750000 Penalty: 3467.047363
	Iteration 33Q: 3 clusters Score -2154068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2154078.500000 Penalty: 3467.047363
	Iteration 34Q: 3 clusters Score -2154078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2154088.000000 Penalty: 3467.047363
	Iteration 35Q: 3 clusters Score -2154088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2154092.750000 Penalty: 3467.047363
	Iteration 36Q: 3 clusters Score -2154093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2154098.500000 Penalty: 3467.047363
	Iteration 37Q: 3 clusters Score -2154098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2154102.250000 Penalty: 3467.047363
	Iteration 38Q: 3 clusters Score -2154102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2154102.500000 Penalty: 3467.047363
	Iteration 39Q: 3 clusters Score -2154102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2154110.000000 Penalty: 3467.047363
	Iteration 40F: 3 clusters Score -2154110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2154112.750000 Penalty: 3467.047363
	Iteration 41Q: 3 clusters Score -2154113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2154110.500000 Penalty: 3467.047363
	Iteration 42Q: 3 clusters Score -2154110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2154117.250000 Penalty: 3467.047363
	Iteration 43Q: 3 clusters Score -2154117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2154121.000000 Penalty: 3467.047363
	Iteration 44Q: 3 clusters Score -2154121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2154118.500000 Penalty: 3467.047363
	Iteration 45Q: 3 clusters Score -2154118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2154116.750000 Penalty: 3467.047363
	Iteration 46Q: 3 clusters Score -2154117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2154121.250000 Penalty: 3467.047363
	Iteration 47Q: 3 clusters Score -2154121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2154121.000000 Penalty: 3467.047363
	Iteration 48Q: 3 clusters Score -2154121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2154122.500000 Penalty: 3467.047363
	Iteration 49Q: 3 clusters Score -2154122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2154125.250000 Penalty: 3467.047363
	Iteration 50Q: 3 clusters Score -2154125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2154124.750000 Penalty: 3467.047363
	Iteration 51Q: 3 clusters Score -2154125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2154129.000000 Penalty: 3467.047363
	Iteration 52Q: 3 clusters Score -2154129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2154134.000000 Penalty: 3467.047363
	Iteration 53Q: 3 clusters Score -2154134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2154135.000000 Penalty: 3467.047363
	Iteration 54Q: 3 clusters Score -2154135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2154135.000000 Penalty: 3467.047363
	Iteration 55Q: 3 clusters Score -2154135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2154138.250000 Penalty: 3467.047363
	Iteration 56Q: 3 clusters Score -2154138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2154137.500000 Penalty: 3467.047363
	Iteration 57Q: 3 clusters Score -2154138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2154137.500000 Penalty: 3467.047363
	Iteration 58Q: 3 clusters Score -2154138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2154137.500000 Penalty: 3467.047363
	Iteration 59Q: 3 clusters Score -2154138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2154137.500000 Penalty: 3467.047363
	Iteration 60F: 3 clusters Score -2154138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Entering Unmasked Estep 
Score: -270218.843750 Penalty: 1413.860596
	Iteration 0F: 2 clusters Score -270218.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -265609.875000 Penalty: 2827.721191
	Iteration 0F: 3 clusters Score -265609.9 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -266939.187500 Penalty: 2827.721191
	Iteration 1F: 3 clusters Score -266939.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -267183.187500 Penalty: 2827.721191
	Iteration 2F: 3 clusters Score -267183.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -267396.843750 Penalty: 2827.721191
	Iteration 3F: 3 clusters Score -267396.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -267646.375000 Penalty: 2827.721191
	Iteration 4F: 3 clusters Score -267646.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -267972.750000 Penalty: 2827.721191
	Iteration 5F: 3 clusters Score -267972.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -268320.781250 Penalty: 2827.721191
	Iteration 6F: 3 clusters Score -268320.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -268661.125000 Penalty: 2827.721191
	Iteration 7F: 3 clusters Score -268661.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -268915.968750 Penalty: 2827.721191
	Iteration 8F: 3 clusters Score -268916 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -269090.968750 Penalty: 2827.721191
	Iteration 9Q: 3 clusters Score -269091 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -269225.406250 Penalty: 2827.721191
	Iteration 10Q: 3 clusters Score -269225.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -269362.687500 Penalty: 2827.721191
	Iteration 11Q: 3 clusters Score -269362.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -269476.406250 Penalty: 2827.721191
	Iteration 12Q: 3 clusters Score -269476.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -269600.500000 Penalty: 2827.721191
	Iteration 13Q: 3 clusters Score -269600.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -269748.375000 Penalty: 2827.721191
	Iteration 14Q: 3 clusters Score -269748.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -269917.406250 Penalty: 2827.721191
	Iteration 15Q: 3 clusters Score -269917.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -270061.812500 Penalty: 2827.721191
	Iteration 16Q: 3 clusters Score -270061.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -270160.437500 Penalty: 2827.721191
	Iteration 17Q: 3 clusters Score -270160.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -270221.406250 Penalty: 2827.721191
	Iteration 18Q: 3 clusters Score -270221.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -270259.687500 Penalty: 2827.721191
	Iteration 19Q: 3 clusters Score -270259.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -270293.093750 Penalty: 2827.721191
	Iteration 20F: 3 clusters Score -270293.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -270314.468750 Penalty: 2827.721191
	Iteration 21Q: 3 clusters Score -270314.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -270325.312500 Penalty: 2827.721191
	Iteration 22Q: 3 clusters Score -270325.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -270338.312500 Penalty: 2827.721191
	Iteration 23Q: 3 clusters Score -270338.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -270350.250000 Penalty: 2827.721191
	Iteration 24Q: 3 clusters Score -270350.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -270364.531250 Penalty: 2827.721191
	Iteration 25Q: 3 clusters Score -270364.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -270380.062500 Penalty: 2827.721191
	Iteration 26Q: 3 clusters Score -270380.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -270389.531250 Penalty: 2827.721191
	Iteration 27Q: 3 clusters Score -270389.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -270393.500000 Penalty: 2827.721191
	Iteration 28Q: 3 clusters Score -270393.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -270395.843750 Penalty: 2827.721191
	Iteration 29Q: 3 clusters Score -270395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -270397.093750 Penalty: 2827.721191
	Iteration 30Q: 3 clusters Score -270397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -270398.437500 Penalty: 2827.721191
	Iteration 31Q: 3 clusters Score -270398.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -270400.906250 Penalty: 2827.721191
	Iteration 32Q: 3 clusters Score -270400.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -270403.750000 Penalty: 2827.721191
	Iteration 33Q: 3 clusters Score -270403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -270405.593750 Penalty: 2827.721191
	Iteration 34Q: 3 clusters Score -270405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -270406.343750 Penalty: 2827.721191
	Iteration 35Q: 3 clusters Score -270406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -270406.437500 Penalty: 2827.721191
	Iteration 36Q: 3 clusters Score -270406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -270407.125000 Penalty: 2827.721191
	Iteration 37Q: 3 clusters Score -270407.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -270408.625000 Penalty: 2827.721191
	Iteration 38Q: 3 clusters Score -270408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -270409.375000 Penalty: 2827.721191
	Iteration 39Q: 3 clusters Score -270409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -270411.250000 Penalty: 2827.721191
	Iteration 40F: 3 clusters Score -270411.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -270412.312500 Penalty: 2827.721191
	Iteration 41Q: 3 clusters Score -270412.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -270412.937500 Penalty: 2827.721191
	Iteration 42Q: 3 clusters Score -270412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -270413.500000 Penalty: 2827.721191
	Iteration 43Q: 3 clusters Score -270413.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -270414.125000 Penalty: 2827.721191
	Iteration 44Q: 3 clusters Score -270414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -270414.343750 Penalty: 2827.721191
	Iteration 45Q: 3 clusters Score -270414.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -270415.406250 Penalty: 2827.721191
	Iteration 46Q: 3 clusters Score -270415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -270416.281250 Penalty: 2827.721191
	Iteration 47Q: 3 clusters Score -270416.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -270419.000000 Penalty: 2827.721191
	Iteration 48Q: 3 clusters Score -270419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -270423.250000 Penalty: 2827.721191
	Iteration 49Q: 3 clusters Score -270423.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -270425.375000 Penalty: 2827.721191
	Iteration 50Q: 3 clusters Score -270425.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -270427.437500 Penalty: 2827.721191
	Iteration 51Q: 3 clusters Score -270427.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -270428.312500 Penalty: 2827.721191
	Iteration 52Q: 3 clusters Score -270428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -270429.062500 Penalty: 2827.721191
	Iteration 53Q: 3 clusters Score -270429.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -270428.968750 Penalty: 2827.721191
	Iteration 54Q: 3 clusters Score -270429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -270428.750000 Penalty: 2827.721191
	Iteration 55Q: 3 clusters Score -270428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -270428.750000 Penalty: 2827.721191
	Iteration 56F: 3 clusters Score -270428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42952 members 
Mstep: Class 4 contains 4358 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13819 members 
Mstep: Class 7 contains 36750 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108024 members 
Mstep: Class 10 contains 7429 members 
Mstep: Class 11 contains 242092 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 1649 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63631 members 
Mstep: Class 20 contains 22396 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
Score: -28177322.000000 Penalty: 36686.906250
Splitting cluster 4 changes total score from -28177936.000000 to -28177322.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (21044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Entering Unmasked Estep 
Score: -1060824.125000 Penalty: 1617.585205
	Iteration 0F: 2 clusters Score -1060824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1046512.875000 Penalty: 3235.170410
	Iteration 0F: 3 clusters Score -1046513 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1051537.375000 Penalty: 3235.170410
	Iteration 1F: 3 clusters Score -1051537 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1051951.500000 Penalty: 3235.170410
	Iteration 2F: 3 clusters Score -1051952 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1052362.500000 Penalty: 3235.170410
	Iteration 3Q: 3 clusters Score -1052362 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1052841.250000 Penalty: 3235.170410
	Iteration 4Q: 3 clusters Score -1052841 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1053415.625000 Penalty: 3235.170410
	Iteration 5F: 3 clusters Score -1053416 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1054131.000000 Penalty: 3235.170410
	Iteration 6F: 3 clusters Score -1054131 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1055049.625000 Penalty: 3235.170410
	Iteration 7F: 3 clusters Score -1055050 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1056036.500000 Penalty: 3235.170410
	Iteration 8F: 3 clusters Score -1056036 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1056953.875000 Penalty: 3235.170410
	Iteration 9F: 3 clusters Score -1056954 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1057726.250000 Penalty: 3235.170410
	Iteration 10Q: 3 clusters Score -1057726 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1058429.000000 Penalty: 3235.170410
	Iteration 11Q: 3 clusters Score -1058429 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1059077.125000 Penalty: 3235.170410
	Iteration 12Q: 3 clusters Score -1059077 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1059664.125000 Penalty: 3235.170410
	Iteration 13Q: 3 clusters Score -1059664 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1060057.125000 Penalty: 3235.170410
	Iteration 14Q: 3 clusters Score -1060057 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1060301.125000 Penalty: 3235.170410
	Iteration 15Q: 3 clusters Score -1060301 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1060467.875000 Penalty: 3235.170410
	Iteration 16Q: 3 clusters Score -1060468 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1060574.875000 Penalty: 3235.170410
	Iteration 17Q: 3 clusters Score -1060575 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1060653.625000 Penalty: 3235.170410
	Iteration 18Q: 3 clusters Score -1060654 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1060707.750000 Penalty: 3235.170410
	Iteration 19Q: 3 clusters Score -1060708 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1060779.875000 Penalty: 3235.170410
	Iteration 20F: 3 clusters Score -1060780 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1060828.250000 Penalty: 3235.170410
	Iteration 21Q: 3 clusters Score -1060828 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1060864.375000 Penalty: 3235.170410
	Iteration 22Q: 3 clusters Score -1060864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1060885.000000 Penalty: 3235.170410
	Iteration 23Q: 3 clusters Score -1060885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1060897.875000 Penalty: 3235.170410
	Iteration 24Q: 3 clusters Score -1060898 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1060911.000000 Penalty: 3235.170410
	Iteration 25Q: 3 clusters Score -1060911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1060924.000000 Penalty: 3235.170410
	Iteration 26Q: 3 clusters Score -1060924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1060930.000000 Penalty: 3235.170410
	Iteration 27Q: 3 clusters Score -1060930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1060932.375000 Penalty: 3235.170410
	Iteration 28Q: 3 clusters Score -1060932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1060937.250000 Penalty: 3235.170410
	Iteration 29Q: 3 clusters Score -1060937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1060939.750000 Penalty: 3235.170410
	Iteration 30Q: 3 clusters Score -1060940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1060941.125000 Penalty: 3235.170410
	Iteration 31Q: 3 clusters Score -1060941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1060944.500000 Penalty: 3235.170410
	Iteration 32Q: 3 clusters Score -1060944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1060945.875000 Penalty: 3235.170410
	Iteration 33Q: 3 clusters Score -1060946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1060949.000000 Penalty: 3235.170410
	Iteration 34Q: 3 clusters Score -1060949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1060943.500000 Penalty: 3235.170410
	Iteration 35Q: 3 clusters Score -1060944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1060947.750000 Penalty: 3235.170410
	Iteration 36Q: 3 clusters Score -1060948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1060946.500000 Penalty: 3235.170410
	Iteration 37Q: 3 clusters Score -1060946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1060946.750000 Penalty: 3235.170410
	Iteration 38Q: 3 clusters Score -1060947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1060946.750000 Penalty: 3235.170410
	Iteration 39Q: 3 clusters Score -1060947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1060946.125000 Penalty: 3235.170410
	Iteration 40F: 3 clusters Score -1060946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1060947.375000 Penalty: 3235.170410
	Iteration 41Q: 3 clusters Score -1060947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1060947.375000 Penalty: 3235.170410
	Iteration 42F: 3 clusters Score -1060947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42952 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 14708 members 
Mstep: Class 6 contains 13819 members 
Mstep: Class 7 contains 36750 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108024 members 
Mstep: Class 10 contains 7429 members 
Mstep: Class 11 contains 242092 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 6336 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63631 members 
Mstep: Class 20 contains 22396 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
Score: -28177520.000000 Penalty: 36686.906250
Splitting cluster 5 changes total score from -28177936.000000 to -28177520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (13819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Entering Unmasked Estep 
Score: -678951.875000 Penalty: 1549.242554
	Iteration 0F: 2 clusters Score -678951.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -669314.937500 Penalty: 3098.485107
	Iteration 0F: 3 clusters Score -669314.9 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -672740.125000 Penalty: 3098.485107
	Iteration 1F: 3 clusters Score -672740.1 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -673220.687500 Penalty: 3098.485107
	Iteration 2F: 3 clusters Score -673220.7 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -673779.375000 Penalty: 3098.485107
	Iteration 3F: 3 clusters Score -673779.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -674435.750000 Penalty: 3098.485107
	Iteration 4F: 3 clusters Score -674435.8 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -675102.562500 Penalty: 3098.485107
	Iteration 5F: 3 clusters Score -675102.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -675718.437500 Penalty: 3098.485107
	Iteration 6F: 3 clusters Score -675718.4 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -676200.187500 Penalty: 3098.485107
	Iteration 7F: 3 clusters Score -676200.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -676507.312500 Penalty: 3098.485107
	Iteration 8Q: 3 clusters Score -676507.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -676692.250000 Penalty: 3098.485107
	Iteration 9Q: 3 clusters Score -676692.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -676817.437500 Penalty: 3098.485107
	Iteration 10Q: 3 clusters Score -676817.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -676900.625000 Penalty: 3098.485107
	Iteration 11Q: 3 clusters Score -676900.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -676957.500000 Penalty: 3098.485107
	Iteration 12Q: 3 clusters Score -676957.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -677001.562500 Penalty: 3098.485107
	Iteration 13Q: 3 clusters Score -677001.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -677037.937500 Penalty: 3098.485107
	Iteration 14Q: 3 clusters Score -677037.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -677066.250000 Penalty: 3098.485107
	Iteration 15Q: 3 clusters Score -677066.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -677096.687500 Penalty: 3098.485107
	Iteration 16Q: 3 clusters Score -677096.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -677122.187500 Penalty: 3098.485107
	Iteration 17Q: 3 clusters Score -677122.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -677142.750000 Penalty: 3098.485107
	Iteration 18Q: 3 clusters Score -677142.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -677164.437500 Penalty: 3098.485107
	Iteration 19Q: 3 clusters Score -677164.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -677193.750000 Penalty: 3098.485107
	Iteration 20F: 3 clusters Score -677193.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -677222.562500 Penalty: 3098.485107
	Iteration 21Q: 3 clusters Score -677222.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -677251.125000 Penalty: 3098.485107
	Iteration 22Q: 3 clusters Score -677251.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -677276.125000 Penalty: 3098.485107
	Iteration 23Q: 3 clusters Score -677276.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -677301.000000 Penalty: 3098.485107
	Iteration 24Q: 3 clusters Score -677301 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -677328.062500 Penalty: 3098.485107
	Iteration 25Q: 3 clusters Score -677328.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -677353.625000 Penalty: 3098.485107
	Iteration 26Q: 3 clusters Score -677353.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -677380.875000 Penalty: 3098.485107
	Iteration 27Q: 3 clusters Score -677380.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -677407.625000 Penalty: 3098.485107
	Iteration 28Q: 3 clusters Score -677407.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -677437.312500 Penalty: 3098.485107
	Iteration 29Q: 3 clusters Score -677437.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -677486.937500 Penalty: 3098.485107
	Iteration 30Q: 3 clusters Score -677486.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -677538.937500 Penalty: 3098.485107
	Iteration 31Q: 3 clusters Score -677538.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -677612.062500 Penalty: 3098.485107
	Iteration 32Q: 3 clusters Score -677612.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -677684.937500 Penalty: 3098.485107
	Iteration 33Q: 3 clusters Score -677684.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -677754.437500 Penalty: 3098.485107
	Iteration 34Q: 3 clusters Score -677754.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -677826.312500 Penalty: 3098.485107
	Iteration 35Q: 3 clusters Score -677826.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -677910.875000 Penalty: 3098.485107
	Iteration 36Q: 3 clusters Score -677910.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -677991.812500 Penalty: 3098.485107
	Iteration 37Q: 3 clusters Score -677991.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -678069.375000 Penalty: 3098.485107
	Iteration 38Q: 3 clusters Score -678069.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -678136.375000 Penalty: 3098.485107
	Iteration 39Q: 3 clusters Score -678136.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -678190.812500 Penalty: 3098.485107
	Iteration 40F: 3 clusters Score -678190.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -678230.187500 Penalty: 3098.485107
	Iteration 41Q: 3 clusters Score -678230.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -678260.125000 Penalty: 3098.485107
	Iteration 42Q: 3 clusters Score -678260.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -678291.687500 Penalty: 3098.485107
	Iteration 43Q: 3 clusters Score -678291.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -678322.812500 Penalty: 3098.485107
	Iteration 44Q: 3 clusters Score -678322.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -678343.875000 Penalty: 3098.485107
	Iteration 45Q: 3 clusters Score -678343.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -678355.312500 Penalty: 3098.485107
	Iteration 46Q: 3 clusters Score -678355.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -678365.437500 Penalty: 3098.485107
	Iteration 47Q: 3 clusters Score -678365.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -678370.937500 Penalty: 3098.485107
	Iteration 48Q: 3 clusters Score -678370.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -678376.875000 Penalty: 3098.485107
	Iteration 49Q: 3 clusters Score -678376.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -678381.000000 Penalty: 3098.485107
	Iteration 50Q: 3 clusters Score -678381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -678383.187500 Penalty: 3098.485107
	Iteration 51Q: 3 clusters Score -678383.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -678387.500000 Penalty: 3098.485107
	Iteration 52Q: 3 clusters Score -678387.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -678388.437500 Penalty: 3098.485107
	Iteration 53Q: 3 clusters Score -678388.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -678389.875000 Penalty: 3098.485107
	Iteration 54Q: 3 clusters Score -678389.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -678394.375000 Penalty: 3098.485107
	Iteration 55Q: 3 clusters Score -678394.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -678396.937500 Penalty: 3098.485107
	Iteration 56Q: 3 clusters Score -678396.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -678395.625000 Penalty: 3098.485107
	Iteration 57Q: 3 clusters Score -678395.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -678399.562500 Penalty: 3098.485107
	Iteration 58Q: 3 clusters Score -678399.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -678401.312500 Penalty: 3098.485107
	Iteration 59Q: 3 clusters Score -678401.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -678402.187500 Penalty: 3098.485107
	Iteration 60F: 3 clusters Score -678402.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -678402.062500 Penalty: 3098.485107
	Iteration 61Q: 3 clusters Score -678402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -678402.750000 Penalty: 3098.485107
	Iteration 62Q: 3 clusters Score -678402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -678404.625000 Penalty: 3098.485107
	Iteration 63Q: 3 clusters Score -678404.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -678406.812500 Penalty: 3098.485107
	Iteration 64Q: 3 clusters Score -678406.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -678408.187500 Penalty: 3098.485107
	Iteration 65Q: 3 clusters Score -678408.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -678411.562500 Penalty: 3098.485107
	Iteration 66Q: 3 clusters Score -678411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -678414.500000 Penalty: 3098.485107
	Iteration 67Q: 3 clusters Score -678414.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -678413.875000 Penalty: 3098.485107
	Iteration 68Q: 3 clusters Score -678413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -678416.375000 Penalty: 3098.485107
	Iteration 69Q: 3 clusters Score -678416.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -678416.875000 Penalty: 3098.485107
	Iteration 70Q: 3 clusters Score -678416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -678417.687500 Penalty: 3098.485107
	Iteration 71Q: 3 clusters Score -678417.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -678418.750000 Penalty: 3098.485107
	Iteration 72Q: 3 clusters Score -678418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -678418.937500 Penalty: 3098.485107
	Iteration 73Q: 3 clusters Score -678418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -678420.000000 Penalty: 3098.485107
	Iteration 74Q: 3 clusters Score -678420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -678419.937500 Penalty: 3098.485107
	Iteration 75Q: 3 clusters Score -678419.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -678420.875000 Penalty: 3098.485107
	Iteration 76Q: 3 clusters Score -678420.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -678420.937500 Penalty: 3098.485107
	Iteration 77Q: 3 clusters Score -678420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -678420.937500 Penalty: 3098.485107
	Iteration 78Q: 3 clusters Score -678420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -678421.562500 Penalty: 3098.485107
	Iteration 79Q: 3 clusters Score -678421.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -678421.562500 Penalty: 3098.485107
	Iteration 80F: 3 clusters Score -678421.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Entering Unmasked Estep 
Score: -1868811.375000 Penalty: 1708.182617
	Iteration 0F: 2 clusters Score -1868811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1844310.125000 Penalty: 3416.365234
	Iteration 0F: 3 clusters Score -1844310 nChanged 16942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -1853600.125000 Penalty: 3416.365234
	Iteration 1F: 3 clusters Score -1853600 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -1854175.000000 Penalty: 3416.365234
	Iteration 2Q: 3 clusters Score -1854175 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1855059.375000 Penalty: 3416.365234
	Iteration 3F: 3 clusters Score -1855059 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1856447.375000 Penalty: 3416.365234
	Iteration 4F: 3 clusters Score -1856447 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1858542.250000 Penalty: 3416.365234
	Iteration 5F: 3 clusters Score -1858542 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1861299.625000 Penalty: 3416.365234
	Iteration 6F: 3 clusters Score -1861300 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1863901.000000 Penalty: 3416.365234
	Iteration 7F: 3 clusters Score -1863901 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1865691.000000 Penalty: 3416.365234
	Iteration 8F: 3 clusters Score -1865691 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1866560.750000 Penalty: 3416.365234
	Iteration 9Q: 3 clusters Score -1866561 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1866927.625000 Penalty: 3416.365234
	Iteration 10Q: 3 clusters Score -1866928 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1867098.250000 Penalty: 3416.365234
	Iteration 11Q: 3 clusters Score -1867098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1867170.625000 Penalty: 3416.365234
	Iteration 12Q: 3 clusters Score -1867171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1867215.625000 Penalty: 3416.365234
	Iteration 13Q: 3 clusters Score -1867216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1867243.375000 Penalty: 3416.365234
	Iteration 14Q: 3 clusters Score -1867243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1867266.250000 Penalty: 3416.365234
	Iteration 15Q: 3 clusters Score -1867266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1867281.875000 Penalty: 3416.365234
	Iteration 16Q: 3 clusters Score -1867282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1867286.500000 Penalty: 3416.365234
	Iteration 17Q: 3 clusters Score -1867286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1867293.750000 Penalty: 3416.365234
	Iteration 18Q: 3 clusters Score -1867294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1867298.125000 Penalty: 3416.365234
	Iteration 19Q: 3 clusters Score -1867298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1867302.125000 Penalty: 3416.365234
	Iteration 20F: 3 clusters Score -1867302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1867304.000000 Penalty: 3416.365234
	Iteration 21Q: 3 clusters Score -1867304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1867306.375000 Penalty: 3416.365234
	Iteration 22Q: 3 clusters Score -1867306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1867307.250000 Penalty: 3416.365234
	Iteration 23Q: 3 clusters Score -1867307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1867308.750000 Penalty: 3416.365234
	Iteration 24Q: 3 clusters Score -1867309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1867314.000000 Penalty: 3416.365234
	Iteration 25Q: 3 clusters Score -1867314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1867315.875000 Penalty: 3416.365234
	Iteration 26Q: 3 clusters Score -1867316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1867319.750000 Penalty: 3416.365234
	Iteration 27Q: 3 clusters Score -1867320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1867323.375000 Penalty: 3416.365234
	Iteration 28Q: 3 clusters Score -1867323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1867324.375000 Penalty: 3416.365234
	Iteration 29Q: 3 clusters Score -1867324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1867331.500000 Penalty: 3416.365234
	Iteration 30Q: 3 clusters Score -1867332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1867335.750000 Penalty: 3416.365234
	Iteration 31Q: 3 clusters Score -1867336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1867336.375000 Penalty: 3416.365234
	Iteration 32Q: 3 clusters Score -1867336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1867335.000000 Penalty: 3416.365234
	Iteration 33Q: 3 clusters Score -1867335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1867335.000000 Penalty: 3416.365234
	Iteration 34F: 3 clusters Score -1867335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -26778.576172 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -26778.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25649.193359 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -25649.19 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -25888.326172 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -25888.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25996.833984 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -25996.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -26053.867188 Penalty: 2075.735840
	Iteration 3F: 3 clusters Score -26053.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26109.183594 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -26109.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26157.119141 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -26157.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26191.039062 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -26191.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26208.382812 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -26208.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26211.009766 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -26211.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26211.009766 Penalty: 2075.735840
	Iteration 9F: 3 clusters Score -26211.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (108024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108024 members 
Entering Unmasked Estep 
Score: -5607887.000000 Penalty: 1883.392700
	Iteration 0F: 2 clusters Score -5607887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -5535691.000000 Penalty: 3766.785400
	Iteration 0F: 3 clusters Score -5535691 nChanged 52002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -5568431.500000 Penalty: 3766.785400
	Iteration 1F: 3 clusters Score -5568432 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57290 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -5571715.500000 Penalty: 3766.785400
	Iteration 2F: 3 clusters Score -5571716 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -5576635.000000 Penalty: 3766.785400
	Iteration 3F: 3 clusters Score -5576635 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62204 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -5582442.000000 Penalty: 3766.785400
	Iteration 4F: 3 clusters Score -5582442 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -5588300.500000 Penalty: 3766.785400
	Iteration 5F: 3 clusters Score -5588300 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -5593139.000000 Penalty: 3766.785400
	Iteration 6F: 3 clusters Score -5593139 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68551 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -5596729.500000 Penalty: 3766.785400
	Iteration 7Q: 3 clusters Score -5596730 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -5599086.000000 Penalty: 3766.785400
	Iteration 8Q: 3 clusters Score -5599086 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70710 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -5600291.500000 Penalty: 3766.785400
	Iteration 9Q: 3 clusters Score -5600292 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71558 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -5600903.000000 Penalty: 3766.785400
	Iteration 10Q: 3 clusters Score -5600903 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -5601227.500000 Penalty: 3766.785400
	Iteration 11Q: 3 clusters Score -5601228 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -5601434.500000 Penalty: 3766.785400
	Iteration 12Q: 3 clusters Score -5601434 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73689 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -5601629.000000 Penalty: 3766.785400
	Iteration 13Q: 3 clusters Score -5601629 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74291 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -5601753.000000 Penalty: 3766.785400
	Iteration 14Q: 3 clusters Score -5601753 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -5601865.000000 Penalty: 3766.785400
	Iteration 15Q: 3 clusters Score -5601865 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -5601975.500000 Penalty: 3766.785400
	Iteration 16Q: 3 clusters Score -5601976 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -5602059.000000 Penalty: 3766.785400
	Iteration 17Q: 3 clusters Score -5602059 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76621 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -5602136.500000 Penalty: 3766.785400
	Iteration 18Q: 3 clusters Score -5602136 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -5602234.500000 Penalty: 3766.785400
	Iteration 19Q: 3 clusters Score -5602234 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -5602338.500000 Penalty: 3766.785400
	Iteration 20F: 3 clusters Score -5602338 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -5602438.500000 Penalty: 3766.785400
	Iteration 21Q: 3 clusters Score -5602438 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -5602485.000000 Penalty: 3766.785400
	Iteration 22Q: 3 clusters Score -5602485 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79530 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -5602536.000000 Penalty: 3766.785400
	Iteration 23Q: 3 clusters Score -5602536 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80102 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -5602629.500000 Penalty: 3766.785400
	Iteration 24Q: 3 clusters Score -5602630 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -5602693.500000 Penalty: 3766.785400
	Iteration 25Q: 3 clusters Score -5602694 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -5602792.000000 Penalty: 3766.785400
	Iteration 26Q: 3 clusters Score -5602792 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -5602891.500000 Penalty: 3766.785400
	Iteration 27Q: 3 clusters Score -5602892 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5602960.000000 Penalty: 3766.785400
	Iteration 28Q: 3 clusters Score -5602960 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83124 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -5603079.500000 Penalty: 3766.785400
	Iteration 29Q: 3 clusters Score -5603080 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -5603188.500000 Penalty: 3766.785400
	Iteration 30Q: 3 clusters Score -5603188 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -5603278.500000 Penalty: 3766.785400
	Iteration 31Q: 3 clusters Score -5603278 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -5603347.500000 Penalty: 3766.785400
	Iteration 32Q: 3 clusters Score -5603348 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85467 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5603409.500000 Penalty: 3766.785400
	Iteration 33Q: 3 clusters Score -5603410 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86000 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -5603495.000000 Penalty: 3766.785400
	Iteration 34Q: 3 clusters Score -5603495 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -5603563.500000 Penalty: 3766.785400
	Iteration 35Q: 3 clusters Score -5603564 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5603671.000000 Penalty: 3766.785400
	Iteration 36Q: 3 clusters Score -5603671 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -5603770.500000 Penalty: 3766.785400
	Iteration 37Q: 3 clusters Score -5603770 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88114 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -5603836.500000 Penalty: 3766.785400
	Iteration 38Q: 3 clusters Score -5603836 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -5603925.000000 Penalty: 3766.785400
	Iteration 39Q: 3 clusters Score -5603925 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -5604019.000000 Penalty: 3766.785400
	Iteration 40F: 3 clusters Score -5604019 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -5604088.000000 Penalty: 3766.785400
	Iteration 41Q: 3 clusters Score -5604088 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90295 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5604183.500000 Penalty: 3766.785400
	Iteration 42Q: 3 clusters Score -5604184 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -5604267.500000 Penalty: 3766.785400
	Iteration 43Q: 3 clusters Score -5604268 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -5604333.000000 Penalty: 3766.785400
	Iteration 44Q: 3 clusters Score -5604333 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91858 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -5604405.000000 Penalty: 3766.785400
	Iteration 45Q: 3 clusters Score -5604405 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -5604457.000000 Penalty: 3766.785400
	Iteration 46Q: 3 clusters Score -5604457 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92790 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5604564.000000 Penalty: 3766.785400
	Iteration 47Q: 3 clusters Score -5604564 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93228 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5604642.500000 Penalty: 3766.785400
	Iteration 48Q: 3 clusters Score -5604642 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93671 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -5604744.000000 Penalty: 3766.785400
	Iteration 49Q: 3 clusters Score -5604744 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94124 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -5604816.000000 Penalty: 3766.785400
	Iteration 50Q: 3 clusters Score -5604816 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94598 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -5604852.500000 Penalty: 3766.785400
	Iteration 51Q: 3 clusters Score -5604852 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95080 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -5604921.000000 Penalty: 3766.785400
	Iteration 52Q: 3 clusters Score -5604921 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95564 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5605006.500000 Penalty: 3766.785400
	Iteration 53Q: 3 clusters Score -5605006 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -5605125.000000 Penalty: 3766.785400
	Iteration 54Q: 3 clusters Score -5605125 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -5605208.500000 Penalty: 3766.785400
	Iteration 55Q: 3 clusters Score -5605208 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -5605330.500000 Penalty: 3766.785400
	Iteration 56Q: 3 clusters Score -5605330 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97323 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -5605391.000000 Penalty: 3766.785400
	Iteration 57Q: 3 clusters Score -5605391 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97724 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -5605468.500000 Penalty: 3766.785400
	Iteration 58Q: 3 clusters Score -5605468 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -5605548.000000 Penalty: 3766.785400
	Iteration 59Q: 3 clusters Score -5605548 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98497 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -5605628.500000 Penalty: 3766.785400
	Iteration 60F: 3 clusters Score -5605628 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98831 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -5605675.000000 Penalty: 3766.785400
	Iteration 61Q: 3 clusters Score -5605675 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99156 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -5605727.500000 Penalty: 3766.785400
	Iteration 62Q: 3 clusters Score -5605728 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -5605779.000000 Penalty: 3766.785400
	Iteration 63Q: 3 clusters Score -5605779 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99749 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -5605806.500000 Penalty: 3766.785400
	Iteration 64Q: 3 clusters Score -5605806 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5605857.500000 Penalty: 3766.785400
	Iteration 65Q: 3 clusters Score -5605858 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100371 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -5605900.000000 Penalty: 3766.785400
	Iteration 66Q: 3 clusters Score -5605900 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -5605953.000000 Penalty: 3766.785400
	Iteration 67Q: 3 clusters Score -5605953 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100928 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -5606010.000000 Penalty: 3766.785400
	Iteration 68Q: 3 clusters Score -5606010 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101140 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -5606024.000000 Penalty: 3766.785400
	Iteration 69Q: 3 clusters Score -5606024 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101343 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -5606059.000000 Penalty: 3766.785400
	Iteration 70Q: 3 clusters Score -5606059 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -5606089.500000 Penalty: 3766.785400
	Iteration 71Q: 3 clusters Score -5606090 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101717 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5606117.500000 Penalty: 3766.785400
	Iteration 72Q: 3 clusters Score -5606118 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -5606140.000000 Penalty: 3766.785400
	Iteration 73Q: 3 clusters Score -5606140 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -5606144.500000 Penalty: 3766.785400
	Iteration 74Q: 3 clusters Score -5606144 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -5606142.500000 Penalty: 3766.785400
	Iteration 75Q: 3 clusters Score -5606142 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102372 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -5606164.000000 Penalty: 3766.785400
	Iteration 76Q: 3 clusters Score -5606164 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -5606169.000000 Penalty: 3766.785400
	Iteration 77Q: 3 clusters Score -5606169 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -5606192.500000 Penalty: 3766.785400
	Iteration 78Q: 3 clusters Score -5606192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102731 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -5606216.000000 Penalty: 3766.785400
	Iteration 79Q: 3 clusters Score -5606216 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -5606224.500000 Penalty: 3766.785400
	Iteration 80F: 3 clusters Score -5606224 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102920 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -5606238.500000 Penalty: 3766.785400
	Iteration 81Q: 3 clusters Score -5606238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -5606241.000000 Penalty: 3766.785400
	Iteration 82Q: 3 clusters Score -5606241 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103083 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -5606250.500000 Penalty: 3766.785400
	Iteration 83Q: 3 clusters Score -5606250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -5606251.500000 Penalty: 3766.785400
	Iteration 84Q: 3 clusters Score -5606252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -5606275.000000 Penalty: 3766.785400
	Iteration 85Q: 3 clusters Score -5606275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103287 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -5606291.000000 Penalty: 3766.785400
	Iteration 86Q: 3 clusters Score -5606291 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103344 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5606299.500000 Penalty: 3766.785400
	Iteration 87Q: 3 clusters Score -5606300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103412 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5606308.000000 Penalty: 3766.785400
	Iteration 88Q: 3 clusters Score -5606308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103478 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -5606301.000000 Penalty: 3766.785400
	Iteration 89Q: 3 clusters Score -5606301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103540 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -5606319.000000 Penalty: 3766.785400
	Iteration 90Q: 3 clusters Score -5606319 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103610 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -5606324.500000 Penalty: 3766.785400
	Iteration 91Q: 3 clusters Score -5606324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103686 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -5606345.000000 Penalty: 3766.785400
	Iteration 92Q: 3 clusters Score -5606345 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5606351.500000 Penalty: 3766.785400
	Iteration 93Q: 3 clusters Score -5606352 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103819 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5606365.500000 Penalty: 3766.785400
	Iteration 94Q: 3 clusters Score -5606366 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -5606360.500000 Penalty: 3766.785400
	Iteration 95Q: 3 clusters Score -5606360 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -5606345.000000 Penalty: 3766.785400
	Iteration 96Q: 3 clusters Score -5606345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -5606365.500000 Penalty: 3766.785400
	Iteration 97Q: 3 clusters Score -5606366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104047 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -5606382.500000 Penalty: 3766.785400
	Iteration 98Q: 3 clusters Score -5606382 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104093 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5606390.500000 Penalty: 3766.785400
	Iteration 99Q: 3 clusters Score -5606390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104136 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5606393.000000 Penalty: 3766.785400
	Iteration 100F: 3 clusters Score -5606393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -5606402.000000 Penalty: 3766.785400
	Iteration 101Q: 3 clusters Score -5606402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104230 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5606395.500000 Penalty: 3766.785400
	Iteration 102Q: 3 clusters Score -5606396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104280 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -5606420.500000 Penalty: 3766.785400
	Iteration 103Q: 3 clusters Score -5606420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104322 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5606429.500000 Penalty: 3766.785400
	Iteration 104Q: 3 clusters Score -5606430 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104360 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -5606435.500000 Penalty: 3766.785400
	Iteration 105Q: 3 clusters Score -5606436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -5606442.500000 Penalty: 3766.785400
	Iteration 106Q: 3 clusters Score -5606442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -5606458.000000 Penalty: 3766.785400
	Iteration 107Q: 3 clusters Score -5606458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -5606453.000000 Penalty: 3766.785400
	Iteration 108Q: 3 clusters Score -5606453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104493 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5606457.500000 Penalty: 3766.785400
	Iteration 109Q: 3 clusters Score -5606458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104517 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5606463.000000 Penalty: 3766.785400
	Iteration 110Q: 3 clusters Score -5606463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -5606464.000000 Penalty: 3766.785400
	Iteration 111Q: 3 clusters Score -5606464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104569 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5606468.500000 Penalty: 3766.785400
	Iteration 112Q: 3 clusters Score -5606468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104601 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5606476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5606481.500000 Penalty: 3766.785400
	Iteration 114Q: 3 clusters Score -5606482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104664 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5606482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104702 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5606486.000000 Penalty: 3766.785400
	Iteration 116Q: 3 clusters Score -5606486 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -5606490.000000 Penalty: 3766.785400
	Iteration 117Q: 3 clusters Score -5606490 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5606484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104818 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5606502.000000 Penalty: 3766.785400
	Iteration 119Q: 3 clusters Score -5606502 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104859 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -5606498.000000 Penalty: 3766.785400
	Iteration 120F: 3 clusters Score -5606498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -5606506.500000 Penalty: 3766.785400
	Iteration 121Q: 3 clusters Score -5606506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5606508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104923 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5606498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104944 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5606496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104960 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -5606500.500000 Penalty: 3766.785400
	Iteration 125Q: 3 clusters Score -5606500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104969 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5606502 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5606497 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5606500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104994 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -5606503.500000 Penalty: 3766.785400
	Iteration 129Q: 3 clusters Score -5606504 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5606503 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5606507 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105039 members 
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Entering Unmasked Estep 
Score: -5606511.500000 Penalty: 3766.785400
	Iteration 132Q: 3 clusters Score -5606512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5606505.000000 Penalty: 3766.785400
	Iteration 133Q: 3 clusters Score -5606505 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5606508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105081 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -5606513.500000 Penalty: 3766.785400
	Iteration 135Q: 3 clusters Score -5606514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105089 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5606518.000000 Penalty: 3766.785400
	Iteration 136Q: 3 clusters Score -5606518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5606511.500000 Penalty: 3766.785400
	Iteration 137Q: 3 clusters Score -5606512 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -5606511.000000 Penalty: 3766.785400
	Iteration 138Q: 3 clusters Score -5606511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105130 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5606511.500000 Penalty: 3766.785400
	Iteration 139Q: 3 clusters Score -5606512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105134 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5606522.500000 Penalty: 3766.785400
	Iteration 140F: 3 clusters Score -5606522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105139 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5606512.000000 Penalty: 3766.785400
	Iteration 141Q: 3 clusters Score -5606512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105143 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5606514.500000 Penalty: 3766.785400
	Iteration 142Q: 3 clusters Score -5606514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5606507.500000 Penalty: 3766.785400
	Iteration 143Q: 3 clusters Score -5606508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105154 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5606508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5606511.500000 Penalty: 3766.785400
	Iteration 145Q: 3 clusters Score -5606512 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105172 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5606521.000000 Penalty: 3766.785400
	Iteration 146Q: 3 clusters Score -5606521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5606520.500000 Penalty: 3766.785400
	Iteration 147Q: 3 clusters Score -5606520 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -5606521.000000 Penalty: 3766.785400
	Iteration 148Q: 3 clusters Score -5606521 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105203 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5606522.500000 Penalty: 3766.785400
	Iteration 149Q: 3 clusters Score -5606522 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105206 members 
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Entering Unmasked Estep 
Score: -5606525.000000 Penalty: 3766.785400
	Iteration 150Q: 3 clusters Score -5606525 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5606520.000000 Penalty: 3766.785400
	Iteration 151Q: 3 clusters Score -5606520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
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Entering Unmasked Estep 
Score: -5606526.500000 Penalty: 3766.785400
	Iteration 152Q: 3 clusters Score -5606526 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5606524.000000 Penalty: 3766.785400
	Iteration 153Q: 3 clusters Score -5606524 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105242 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -5606522.000000 Penalty: 3766.785400
	Iteration 154Q: 3 clusters Score -5606522 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5606518.500000 Penalty: 3766.785400
	Iteration 155Q: 3 clusters Score -5606518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5606523.000000 Penalty: 3766.785400
	Iteration 156Q: 3 clusters Score -5606523 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105304 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5606529.500000 Penalty: 3766.785400
	Iteration 157Q: 3 clusters Score -5606530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105327 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5606542.500000 Penalty: 3766.785400
	Iteration 158Q: 3 clusters Score -5606542 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -5606546.000000 Penalty: 3766.785400
	Iteration 159Q: 3 clusters Score -5606546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5606552.500000 Penalty: 3766.785400
	Iteration 160F: 3 clusters Score -5606552 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105405 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -5606558.000000 Penalty: 3766.785400
	Iteration 161Q: 3 clusters Score -5606558 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105432 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5606560.500000 Penalty: 3766.785400
	Iteration 162Q: 3 clusters Score -5606560 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105458 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5606560 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5606559.500000 Penalty: 3766.785400
	Iteration 164Q: 3 clusters Score -5606560 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5606563.000000 Penalty: 3766.785400
	Iteration 165Q: 3 clusters Score -5606563 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5606571.000000 Penalty: 3766.785400
	Iteration 166Q: 3 clusters Score -5606571 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -5606581.500000 Penalty: 3766.785400
	Iteration 167Q: 3 clusters Score -5606582 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5606576.000000 Penalty: 3766.785400
	Iteration 168Q: 3 clusters Score -5606576 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105539 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -5606577.000000 Penalty: 3766.785400
	Iteration 169Q: 3 clusters Score -5606577 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5606575.500000 Penalty: 3766.785400
	Iteration 170Q: 3 clusters Score -5606576 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5606578.000000 Penalty: 3766.785400
	Iteration 171Q: 3 clusters Score -5606578 nChanged 5
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Mstep: Class 1 contains 105556 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -5606578 nChanged 3
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Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5606574 nChanged 3
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	Iteration 174Q: 3 clusters Score -5606574 nChanged 6
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Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -5606569.500000 Penalty: 3766.785400
	Iteration 175Q: 3 clusters Score -5606570 nChanged 6
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Mstep: Class 1 contains 105570 members 
Mstep: Class 2 contains 2454 members 
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	Iteration 176Q: 3 clusters Score -5606576 nChanged 6
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Mstep: Class 2 contains 2450 members 
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	Iteration 177Q: 3 clusters Score -5606584 nChanged 5
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -5606580 nChanged 6
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	Iteration 179Q: 3 clusters Score -5606583 nChanged 8
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Entering Unmasked Estep 
Score: -5606581.000000 Penalty: 3766.785400
	Iteration 180F: 3 clusters Score -5606581 nChanged 11
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	Iteration 181Q: 3 clusters Score -5606582 nChanged 12
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	Iteration 182Q: 3 clusters Score -5606588 nChanged 7
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	Iteration 183Q: 3 clusters Score -5606596 nChanged 5
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	Iteration 184Q: 3 clusters Score -5606597 nChanged 1
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Score: -5606589.500000 Penalty: 3766.785400
	Iteration 185Q: 3 clusters Score -5606590 nChanged 3
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Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5606587 nChanged 8
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Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -5606584 nChanged 5
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Entering Unmasked Estep 
Score: -5606581.500000 Penalty: 3766.785400
	Iteration 188Q: 3 clusters Score -5606582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5606590.500000 Penalty: 3766.785400
	Iteration 189Q: 3 clusters Score -5606590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5606592.500000 Penalty: 3766.785400
	Iteration 190Q: 3 clusters Score -5606592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5606597.000000 Penalty: 3766.785400
	Iteration 191Q: 3 clusters Score -5606597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5606600.500000 Penalty: 3766.785400
	Iteration 192Q: 3 clusters Score -5606600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5606598.000000 Penalty: 3766.785400
	Iteration 193Q: 3 clusters Score -5606598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5606598.000000 Penalty: 3766.785400
	Iteration 194F: 3 clusters Score -5606598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Entering Unmasked Estep 
Score: -304418.687500 Penalty: 1448.386353
	Iteration 0F: 2 clusters Score -304418.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -298868.250000 Penalty: 2896.772705
	Iteration 0F: 3 clusters Score -298868.2 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -300550.156250 Penalty: 2896.772705
	Iteration 1F: 3 clusters Score -300550.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -300776.281250 Penalty: 2896.772705
	Iteration 2F: 3 clusters Score -300776.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -300976.125000 Penalty: 2896.772705
	Iteration 3F: 3 clusters Score -300976.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -301177.437500 Penalty: 2896.772705
	Iteration 4Q: 3 clusters Score -301177.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -301367.406250 Penalty: 2896.772705
	Iteration 5Q: 3 clusters Score -301367.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -301539.562500 Penalty: 2896.772705
	Iteration 6Q: 3 clusters Score -301539.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -301696.093750 Penalty: 2896.772705
	Iteration 7Q: 3 clusters Score -301696.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -301856.937500 Penalty: 2896.772705
	Iteration 8Q: 3 clusters Score -301856.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -302010.406250 Penalty: 2896.772705
	Iteration 9Q: 3 clusters Score -302010.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -302153.968750 Penalty: 2896.772705
	Iteration 10Q: 3 clusters Score -302154 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -302299.687500 Penalty: 2896.772705
	Iteration 11Q: 3 clusters Score -302299.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -302422.343750 Penalty: 2896.772705
	Iteration 12Q: 3 clusters Score -302422.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -302545.562500 Penalty: 2896.772705
	Iteration 13Q: 3 clusters Score -302545.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -302665.406250 Penalty: 2896.772705
	Iteration 14Q: 3 clusters Score -302665.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -302765.125000 Penalty: 2896.772705
	Iteration 15Q: 3 clusters Score -302765.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -302846.468750 Penalty: 2896.772705
	Iteration 16Q: 3 clusters Score -302846.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -302908.656250 Penalty: 2896.772705
	Iteration 17Q: 3 clusters Score -302908.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -302962.000000 Penalty: 2896.772705
	Iteration 18Q: 3 clusters Score -302962 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -303004.656250 Penalty: 2896.772705
	Iteration 19Q: 3 clusters Score -303004.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -303048.000000 Penalty: 2896.772705
	Iteration 20F: 3 clusters Score -303048 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -303078.875000 Penalty: 2896.772705
	Iteration 21Q: 3 clusters Score -303078.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -303099.406250 Penalty: 2896.772705
	Iteration 22Q: 3 clusters Score -303099.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -303118.437500 Penalty: 2896.772705
	Iteration 23Q: 3 clusters Score -303118.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -303132.812500 Penalty: 2896.772705
	Iteration 24Q: 3 clusters Score -303132.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -303147.343750 Penalty: 2896.772705
	Iteration 25Q: 3 clusters Score -303147.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -303161.843750 Penalty: 2896.772705
	Iteration 26Q: 3 clusters Score -303161.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -303177.437500 Penalty: 2896.772705
	Iteration 27Q: 3 clusters Score -303177.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -303186.406250 Penalty: 2896.772705
	Iteration 28Q: 3 clusters Score -303186.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -303194.968750 Penalty: 2896.772705
	Iteration 29Q: 3 clusters Score -303195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -303203.875000 Penalty: 2896.772705
	Iteration 30Q: 3 clusters Score -303203.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -303210.468750 Penalty: 2896.772705
	Iteration 31Q: 3 clusters Score -303210.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -303216.781250 Penalty: 2896.772705
	Iteration 32Q: 3 clusters Score -303216.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -303222.687500 Penalty: 2896.772705
	Iteration 33Q: 3 clusters Score -303222.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -303227.906250 Penalty: 2896.772705
	Iteration 34Q: 3 clusters Score -303227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -303235.437500 Penalty: 2896.772705
	Iteration 35Q: 3 clusters Score -303235.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -303242.781250 Penalty: 2896.772705
	Iteration 36Q: 3 clusters Score -303242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -303245.812500 Penalty: 2896.772705
	Iteration 37Q: 3 clusters Score -303245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -303249.562500 Penalty: 2896.772705
	Iteration 38Q: 3 clusters Score -303249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -303251.656250 Penalty: 2896.772705
	Iteration 39Q: 3 clusters Score -303251.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -303251.656250 Penalty: 2896.772705
	Iteration 40F: 3 clusters Score -303251.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (242092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242092 members 
Entering Unmasked Estep 
Score: -12123159.000000 Penalty: 2014.524292
	Iteration 0F: 2 clusters Score -1.212316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121071 members 
Mstep: Class 2 contains 121021 members 
Entering Unmasked Estep 
Score: -11959815.000000 Penalty: 4029.048584
	Iteration 0F: 3 clusters Score -1.195982e+07 nChanged 117772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122873 members 
Mstep: Class 2 contains 119219 members 
Entering Unmasked Estep 
Score: -12029507.000000 Penalty: 4029.048584
	Iteration 1F: 3 clusters Score -1.202951e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123299 members 
Mstep: Class 2 contains 118793 members 
Entering Unmasked Estep 
Score: -12030176.000000 Penalty: 4029.048584
	Iteration 2Q: 3 clusters Score -1.203018e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123789 members 
Mstep: Class 2 contains 118303 members 
Entering Unmasked Estep 
Score: -12031065.000000 Penalty: 4029.048584
	Iteration 3Q: 3 clusters Score -1.203106e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124387 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -12031790.000000 Penalty: 4029.048584
	Iteration 4Q: 3 clusters Score -1.203179e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125136 members 
Mstep: Class 2 contains 116956 members 
Entering Unmasked Estep 
Score: -12032920.000000 Penalty: 4029.048584
	Iteration 5Q: 3 clusters Score -1.203292e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 115967 members 
Entering Unmasked Estep 
Score: -12034531.000000 Penalty: 4029.048584
	Iteration 6Q: 3 clusters Score -1.203453e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127731 members 
Mstep: Class 2 contains 114361 members 
Entering Unmasked Estep 
Score: -12036732.000000 Penalty: 4029.048584
	Iteration 7Q: 3 clusters Score -1.203673e+07 nChanged 8846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130173 members 
Mstep: Class 2 contains 111919 members 
Entering Unmasked Estep 
Score: -12039769.000000 Penalty: 4029.048584
	Iteration 8Q: 3 clusters Score -1.203977e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133567 members 
Mstep: Class 2 contains 108525 members 
Entering Unmasked Estep 
Score: -12044025.000000 Penalty: 4029.048584
	Iteration 9Q: 3 clusters Score -1.204402e+07 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138474 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -12049309.000000 Penalty: 4029.048584
	Iteration 10Q: 3 clusters Score -1.204931e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145127 members 
Mstep: Class 2 contains 96965 members 
Entering Unmasked Estep 
Score: -12055108.000000 Penalty: 4029.048584
	Iteration 11Q: 3 clusters Score -1.205511e+07 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153474 members 
Mstep: Class 2 contains 88618 members 
Entering Unmasked Estep 
Score: -12061225.000000 Penalty: 4029.048584
	Iteration 12Q: 3 clusters Score -1.206122e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163102 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -12067482.000000 Penalty: 4029.048584
	Iteration 13Q: 3 clusters Score -1.206748e+07 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173582 members 
Mstep: Class 2 contains 68510 members 
Entering Unmasked Estep 
Score: -12074096.000000 Penalty: 4029.048584
	Iteration 14Q: 3 clusters Score -1.20741e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184359 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -12080769.000000 Penalty: 4029.048584
	Iteration 15Q: 3 clusters Score -1.208077e+07 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194713 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -12087201.000000 Penalty: 4029.048584
	Iteration 16Q: 3 clusters Score -1.20872e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204572 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -12093597.000000 Penalty: 4029.048584
	Iteration 17Q: 3 clusters Score -1.20936e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213665 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -12099706.000000 Penalty: 4029.048584
	Iteration 18Q: 3 clusters Score -1.209971e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221664 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -12105621.000000 Penalty: 4029.048584
	Iteration 19Q: 3 clusters Score -1.210562e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228406 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -12110785.000000 Penalty: 4029.048584
	Iteration 20F: 3 clusters Score -1.211078e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233517 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -12114891.000000 Penalty: 4029.048584
	Iteration 21Q: 3 clusters Score -1.211489e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237148 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -12117779.000000 Penalty: 4029.048584
	Iteration 22Q: 3 clusters Score -1.211778e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239369 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -12119502.000000 Penalty: 4029.048584
	Iteration 23Q: 3 clusters Score -1.21195e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240553 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -12120443.000000 Penalty: 4029.048584
	Iteration 24Q: 3 clusters Score -1.212044e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241127 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -12120902.000000 Penalty: 4029.048584
	Iteration 25Q: 3 clusters Score -1.21209e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241373 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -12121102.000000 Penalty: 4029.048584
	Iteration 26Q: 3 clusters Score -1.21211e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241503 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12121215.000000 Penalty: 4029.048584
	Iteration 27Q: 3 clusters Score -1.212122e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241579 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -12121282.000000 Penalty: 4029.048584
	Iteration 28Q: 3 clusters Score -1.212128e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241626 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -12121332.000000 Penalty: 4029.048584
	Iteration 29Q: 3 clusters Score -1.212133e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241645 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12121358.000000 Penalty: 4029.048584
	Iteration 30Q: 3 clusters Score -1.212136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241662 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12121381.000000 Penalty: 4029.048584
	Iteration 31Q: 3 clusters Score -1.212138e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241682 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12121403.000000 Penalty: 4029.048584
	Iteration 32Q: 3 clusters Score -1.21214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241694 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -12121422.000000 Penalty: 4029.048584
	Iteration 33Q: 3 clusters Score -1.212142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241702 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12121448.000000 Penalty: 4029.048584
	Iteration 34Q: 3 clusters Score -1.212145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241708 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -12121452.000000 Penalty: 4029.048584
	Iteration 35Q: 3 clusters Score -1.212145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241714 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -12121452.000000 Penalty: 4029.048584
	Iteration 36Q: 3 clusters Score -1.212145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241720 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -12121461.000000 Penalty: 4029.048584
	Iteration 37Q: 3 clusters Score -1.212146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241721 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -12121464.000000 Penalty: 4029.048584
	Iteration 38Q: 3 clusters Score -1.212146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241723 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -12121481.000000 Penalty: 4029.048584
	Iteration 39Q: 3 clusters Score -1.212148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241726 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -12121485.000000 Penalty: 4029.048584
	Iteration 40F: 3 clusters Score -1.212148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241731 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12121494.000000 Penalty: 4029.048584
	Iteration 41Q: 3 clusters Score -1.212149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241733 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -12121495.000000 Penalty: 4029.048584
	Iteration 42Q: 3 clusters Score -1.21215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241737 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -12121506.000000 Penalty: 4029.048584
	Iteration 43Q: 3 clusters Score -1.212151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241744 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -12121504.000000 Penalty: 4029.048584
	Iteration 44Q: 3 clusters Score -1.21215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241751 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -12121508.000000 Penalty: 4029.048584
	Iteration 45Q: 3 clusters Score -1.212151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241755 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12121501.000000 Penalty: 4029.048584
	Iteration 46Q: 3 clusters Score -1.21215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241757 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -12121506.000000 Penalty: 4029.048584
	Iteration 47Q: 3 clusters Score -1.212151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241759 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -12121502.000000 Penalty: 4029.048584
	Iteration 48Q: 3 clusters Score -1.21215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241761 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -12121504.000000 Penalty: 4029.048584
	Iteration 49Q: 3 clusters Score -1.21215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241762 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -12121502.000000 Penalty: 4029.048584
	Iteration 50Q: 3 clusters Score -1.21215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241763 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -12121509.000000 Penalty: 4029.048584
	Iteration 51Q: 3 clusters Score -1.212151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241763 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -12121513.000000 Penalty: 4029.048584
	Iteration 52Q: 3 clusters Score -1.212151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241767 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12121510.000000 Penalty: 4029.048584
	Iteration 53Q: 3 clusters Score -1.212151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241768 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12121516.000000 Penalty: 4029.048584
	Iteration 54Q: 3 clusters Score -1.212152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241768 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -12121516.000000 Penalty: 4029.048584
	Iteration 55F: 3 clusters Score -1.212152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -109481.812500 Penalty: 1262.524048
	Iteration 0F: 2 clusters Score -109481.8 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 1183 members 
Entering Unmasked Estep 
Score: -107201.062500 Penalty: 2525.048096
	Iteration 0F: 3 clusters Score -107201.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -107731.375000 Penalty: 2525.048096
	Iteration 1F: 3 clusters Score -107731.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -107848.398438 Penalty: 2525.048096
	Iteration 2F: 3 clusters Score -107848.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -107893.835938 Penalty: 2525.048096
	Iteration 3Q: 3 clusters Score -107893.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -107915.882812 Penalty: 2525.048096
	Iteration 4Q: 3 clusters Score -107915.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -107924.953125 Penalty: 2525.048096
	Iteration 5Q: 3 clusters Score -107925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -107933.835938 Penalty: 2525.048096
	Iteration 6Q: 3 clusters Score -107933.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -107939.648438 Penalty: 2525.048096
	Iteration 7Q: 3 clusters Score -107939.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -107949.007812 Penalty: 2525.048096
	Iteration 8Q: 3 clusters Score -107949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -107962.210938 Penalty: 2525.048096
	Iteration 9Q: 3 clusters Score -107962.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -107969.359375 Penalty: 2525.048096
	Iteration 10Q: 3 clusters Score -107969.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -107980.273438 Penalty: 2525.048096
	Iteration 11Q: 3 clusters Score -107980.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -107988.656250 Penalty: 2525.048096
	Iteration 12Q: 3 clusters Score -107988.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -107994.218750 Penalty: 2525.048096
	Iteration 13Q: 3 clusters Score -107994.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -107999.843750 Penalty: 2525.048096
	Iteration 14Q: 3 clusters Score -107999.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -108006.000000 Penalty: 2525.048096
	Iteration 15Q: 3 clusters Score -108006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -108015.148438 Penalty: 2525.048096
	Iteration 16Q: 3 clusters Score -108015.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -108021.570312 Penalty: 2525.048096
	Iteration 17Q: 3 clusters Score -108021.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -108030.835938 Penalty: 2525.048096
	Iteration 18Q: 3 clusters Score -108030.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -108041.148438 Penalty: 2525.048096
	Iteration 19Q: 3 clusters Score -108041.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -108059.570312 Penalty: 2525.048096
	Iteration 20F: 3 clusters Score -108059.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -108079.867188 Penalty: 2525.048096
	Iteration 21Q: 3 clusters Score -108079.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -108095.203125 Penalty: 2525.048096
	Iteration 22Q: 3 clusters Score -108095.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -108104.640625 Penalty: 2525.048096
	Iteration 23Q: 3 clusters Score -108104.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -108115.265625 Penalty: 2525.048096
	Iteration 24Q: 3 clusters Score -108115.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -108129.281250 Penalty: 2525.048096
	Iteration 25Q: 3 clusters Score -108129.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -108147.671875 Penalty: 2525.048096
	Iteration 26Q: 3 clusters Score -108147.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -108165.820312 Penalty: 2525.048096
	Iteration 27Q: 3 clusters Score -108165.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -108190.453125 Penalty: 2525.048096
	Iteration 28Q: 3 clusters Score -108190.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -108202.750000 Penalty: 2525.048096
	Iteration 29Q: 3 clusters Score -108202.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -108207.718750 Penalty: 2525.048096
	Iteration 30Q: 3 clusters Score -108207.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -108216.203125 Penalty: 2525.048096
	Iteration 31Q: 3 clusters Score -108216.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -108225.851562 Penalty: 2525.048096
	Iteration 32Q: 3 clusters Score -108225.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -108233.726562 Penalty: 2525.048096
	Iteration 33Q: 3 clusters Score -108233.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -108242.750000 Penalty: 2525.048096
	Iteration 34Q: 3 clusters Score -108242.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -108251.093750 Penalty: 2525.048096
	Iteration 35Q: 3 clusters Score -108251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -108256.507812 Penalty: 2525.048096
	Iteration 36Q: 3 clusters Score -108256.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -108263.312500 Penalty: 2525.048096
	Iteration 37Q: 3 clusters Score -108263.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -108267.695312 Penalty: 2525.048096
	Iteration 38Q: 3 clusters Score -108267.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -108271.515625 Penalty: 2525.048096
	Iteration 39Q: 3 clusters Score -108271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -108274.718750 Penalty: 2525.048096
	Iteration 40F: 3 clusters Score -108274.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -108278.312500 Penalty: 2525.048096
	Iteration 41Q: 3 clusters Score -108278.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -108282.476562 Penalty: 2525.048096
	Iteration 42Q: 3 clusters Score -108282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -108284.398438 Penalty: 2525.048096
	Iteration 43Q: 3 clusters Score -108284.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -108287.000000 Penalty: 2525.048096
	Iteration 44Q: 3 clusters Score -108287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -108292.890625 Penalty: 2525.048096
	Iteration 45Q: 3 clusters Score -108292.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -108297.929688 Penalty: 2525.048096
	Iteration 46Q: 3 clusters Score -108297.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -108299.000000 Penalty: 2525.048096
	Iteration 47Q: 3 clusters Score -108299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -108299.250000 Penalty: 2525.048096
	Iteration 48Q: 3 clusters Score -108299.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -108299.250000 Penalty: 2525.048096
	Iteration 49F: 3 clusters Score -108299.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -48332.722656 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -48332.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -46879.167969 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -46879.17 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -47096.238281 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -47096.24 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -47162.183594 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -47162.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -47197.550781 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -47197.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -47222.558594 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -47222.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47237.878906 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -47237.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -47251.207031 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -47251.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47262.335938 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -47262.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47265.636719 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -47265.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -47266.589844 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -47266.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -47269.085938 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -47269.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -47277.238281 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -47277.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -47280.410156 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -47280.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -47283.753906 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -47283.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -47285.148438 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -47285.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -47286.007812 Penalty: 2240.108398
	Iteration 15Q: 3 clusters Score -47286.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -47286.007812 Penalty: 2240.108398
	Iteration 16F: 3 clusters Score -47286.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Entering Unmasked Estep 
Score: -3151905.750000 Penalty: 1797.389038
	Iteration 0F: 2 clusters Score -3151906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -3109455.750000 Penalty: 3594.778076
	Iteration 0F: 3 clusters Score -3109456 nChanged 30056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -3126474.750000 Penalty: 3594.778076
	Iteration 1F: 3 clusters Score -3126475 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3127069.500000 Penalty: 3594.778076
	Iteration 2Q: 3 clusters Score -3127070 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3127832.750000 Penalty: 3594.778076
	Iteration 3Q: 3 clusters Score -3127833 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3128948.250000 Penalty: 3594.778076
	Iteration 4Q: 3 clusters Score -3128948 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -3130796.750000 Penalty: 3594.778076
	Iteration 5F: 3 clusters Score -3130797 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3134035.500000 Penalty: 3594.778076
	Iteration 6F: 3 clusters Score -3134036 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3138958.000000 Penalty: 3594.778076
	Iteration 7F: 3 clusters Score -3138958 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3144437.750000 Penalty: 3594.778076
	Iteration 8F: 3 clusters Score -3144438 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61003 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3148179.000000 Penalty: 3594.778076
	Iteration 9F: 3 clusters Score -3148179 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62509 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3149769.750000 Penalty: 3594.778076
	Iteration 10Q: 3 clusters Score -3149770 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3150279.500000 Penalty: 3594.778076
	Iteration 11Q: 3 clusters Score -3150280 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3150501.250000 Penalty: 3594.778076
	Iteration 12Q: 3 clusters Score -3150501 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3150634.500000 Penalty: 3594.778076
	Iteration 13Q: 3 clusters Score -3150634 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3150748.250000 Penalty: 3594.778076
	Iteration 14Q: 3 clusters Score -3150748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3150820.500000 Penalty: 3594.778076
	Iteration 15Q: 3 clusters Score -3150820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3150899.500000 Penalty: 3594.778076
	Iteration 16Q: 3 clusters Score -3150900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3150960.500000 Penalty: 3594.778076
	Iteration 17Q: 3 clusters Score -3150960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3151014.250000 Penalty: 3594.778076
	Iteration 18Q: 3 clusters Score -3151014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62833 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3151075.750000 Penalty: 3594.778076
	Iteration 19Q: 3 clusters Score -3151076 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3151149.750000 Penalty: 3594.778076
	Iteration 20F: 3 clusters Score -3151150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3151196.000000 Penalty: 3594.778076
	Iteration 21Q: 3 clusters Score -3151196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62712 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3151224.500000 Penalty: 3594.778076
	Iteration 22Q: 3 clusters Score -3151224 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3151250.250000 Penalty: 3594.778076
	Iteration 23Q: 3 clusters Score -3151250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3151274.500000 Penalty: 3594.778076
	Iteration 24Q: 3 clusters Score -3151274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3151294.250000 Penalty: 3594.778076
	Iteration 25Q: 3 clusters Score -3151294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3151299.500000 Penalty: 3594.778076
	Iteration 26Q: 3 clusters Score -3151300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62544 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3151326.500000 Penalty: 3594.778076
	Iteration 27Q: 3 clusters Score -3151326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3151337.250000 Penalty: 3594.778076
	Iteration 28Q: 3 clusters Score -3151337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3151337.000000 Penalty: 3594.778076
	Iteration 29Q: 3 clusters Score -3151337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62474 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3151351.250000 Penalty: 3594.778076
	Iteration 30Q: 3 clusters Score -3151351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3151353.750000 Penalty: 3594.778076
	Iteration 31Q: 3 clusters Score -3151354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3151362.250000 Penalty: 3594.778076
	Iteration 32Q: 3 clusters Score -3151362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3151368.250000 Penalty: 3594.778076
	Iteration 33Q: 3 clusters Score -3151368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62424 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3151371.000000 Penalty: 3594.778076
	Iteration 34Q: 3 clusters Score -3151371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3151378.750000 Penalty: 3594.778076
	Iteration 35Q: 3 clusters Score -3151379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3151380.000000 Penalty: 3594.778076
	Iteration 36Q: 3 clusters Score -3151380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3151379.500000 Penalty: 3594.778076
	Iteration 37Q: 3 clusters Score -3151380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3151377.000000 Penalty: 3594.778076
	Iteration 38Q: 3 clusters Score -3151377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3151378.750000 Penalty: 3594.778076
	Iteration 39F: 3 clusters Score -3151379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62398 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3151385.250000 Penalty: 3594.778076
	Iteration 40F: 3 clusters Score -3151385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3151391.000000 Penalty: 3594.778076
	Iteration 41Q: 3 clusters Score -3151391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3151391.750000 Penalty: 3594.778076
	Iteration 42Q: 3 clusters Score -3151392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3151391.000000 Penalty: 3594.778076
	Iteration 43Q: 3 clusters Score -3151391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3151397.000000 Penalty: 3594.778076
	Iteration 44Q: 3 clusters Score -3151397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62373 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3151397.000000 Penalty: 3594.778076
	Iteration 45Q: 3 clusters Score -3151397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3151395.000000 Penalty: 3594.778076
	Iteration 46Q: 3 clusters Score -3151395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3151396.250000 Penalty: 3594.778076
	Iteration 47Q: 3 clusters Score -3151396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62360 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3151401.250000 Penalty: 3594.778076
	Iteration 48Q: 3 clusters Score -3151401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3151403.000000 Penalty: 3594.778076
	Iteration 49Q: 3 clusters Score -3151403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3151404.000000 Penalty: 3594.778076
	Iteration 50Q: 3 clusters Score -3151404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62346 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3151406.000000 Penalty: 3594.778076
	Iteration 51Q: 3 clusters Score -3151406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3151405.250000 Penalty: 3594.778076
	Iteration 52Q: 3 clusters Score -3151405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62336 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3151407.250000 Penalty: 3594.778076
	Iteration 53Q: 3 clusters Score -3151407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3151413.250000 Penalty: 3594.778076
	Iteration 54Q: 3 clusters Score -3151413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3151415.750000 Penalty: 3594.778076
	Iteration 55Q: 3 clusters Score -3151416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3151415.500000 Penalty: 3594.778076
	Iteration 56Q: 3 clusters Score -3151416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -3151418.750000 Penalty: 3594.778076
	Iteration 57Q: 3 clusters Score -3151419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3151415.500000 Penalty: 3594.778076
	Iteration 58Q: 3 clusters Score -3151416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3151419.000000 Penalty: 3594.778076
	Iteration 59Q: 3 clusters Score -3151419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3151422.500000 Penalty: 3594.778076
	Iteration 60F: 3 clusters Score -3151422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Entering Unmasked Estep 
Score: -1060421.250000 Penalty: 1627.703613
	Iteration 0F: 2 clusters Score -1060421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1045254.000000 Penalty: 3255.407227
	Iteration 0F: 3 clusters Score -1045254 nChanged 10128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1050598.875000 Penalty: 3255.407227
	Iteration 1F: 3 clusters Score -1050599 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1050875.500000 Penalty: 3255.407227
	Iteration 2Q: 3 clusters Score -1050876 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1051137.750000 Penalty: 3255.407227
	Iteration 3Q: 3 clusters Score -1051138 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1051411.375000 Penalty: 3255.407227
	Iteration 4Q: 3 clusters Score -1051411 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1051688.375000 Penalty: 3255.407227
	Iteration 5Q: 3 clusters Score -1051688 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1052032.000000 Penalty: 3255.407227
	Iteration 6Q: 3 clusters Score -1052032 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1052505.750000 Penalty: 3255.407227
	Iteration 7Q: 3 clusters Score -1052506 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1053187.750000 Penalty: 3255.407227
	Iteration 8F: 3 clusters Score -1053188 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1054112.375000 Penalty: 3255.407227
	Iteration 9F: 3 clusters Score -1054112 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1055268.625000 Penalty: 3255.407227
	Iteration 10F: 3 clusters Score -1055269 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1056412.500000 Penalty: 3255.407227
	Iteration 11F: 3 clusters Score -1056412 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1057374.875000 Penalty: 3255.407227
	Iteration 12F: 3 clusters Score -1057375 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1058095.000000 Penalty: 3255.407227
	Iteration 13Q: 3 clusters Score -1058095 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1058513.500000 Penalty: 3255.407227
	Iteration 14Q: 3 clusters Score -1058514 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1058704.125000 Penalty: 3255.407227
	Iteration 15Q: 3 clusters Score -1058704 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1058799.500000 Penalty: 3255.407227
	Iteration 16Q: 3 clusters Score -1058800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1058865.500000 Penalty: 3255.407227
	Iteration 17Q: 3 clusters Score -1058866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1058892.375000 Penalty: 3255.407227
	Iteration 18Q: 3 clusters Score -1058892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1058905.875000 Penalty: 3255.407227
	Iteration 19Q: 3 clusters Score -1058906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1058914.125000 Penalty: 3255.407227
	Iteration 20F: 3 clusters Score -1058914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1058932.375000 Penalty: 3255.407227
	Iteration 21Q: 3 clusters Score -1058932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1058947.000000 Penalty: 3255.407227
	Iteration 22Q: 3 clusters Score -1058947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1058948.000000 Penalty: 3255.407227
	Iteration 23Q: 3 clusters Score -1058948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1058953.750000 Penalty: 3255.407227
	Iteration 24Q: 3 clusters Score -1058954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1058960.000000 Penalty: 3255.407227
	Iteration 25Q: 3 clusters Score -1058960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1058963.125000 Penalty: 3255.407227
	Iteration 26Q: 3 clusters Score -1058963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1058966.500000 Penalty: 3255.407227
	Iteration 27Q: 3 clusters Score -1058966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1058967.625000 Penalty: 3255.407227
	Iteration 28Q: 3 clusters Score -1058968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1058967.625000 Penalty: 3255.407227
	Iteration 29F: 3 clusters Score -1058968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Entering Unmasked Estep 
Score: -487549.812500 Penalty: 1496.387573
	Iteration 0F: 2 clusters Score -487549.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -480381.968750 Penalty: 2992.775146
	Iteration 0F: 3 clusters Score -480382 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -482845.906250 Penalty: 2992.775146
	Iteration 1F: 3 clusters Score -482845.9 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -483301.000000 Penalty: 2992.775146
	Iteration 2F: 3 clusters Score -483301 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -483725.718750 Penalty: 2992.775146
	Iteration 3F: 3 clusters Score -483725.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -484141.125000 Penalty: 2992.775146
	Iteration 4F: 3 clusters Score -484141.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -484526.593750 Penalty: 2992.775146
	Iteration 5F: 3 clusters Score -484526.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -484890.406250 Penalty: 2992.775146
	Iteration 6F: 3 clusters Score -484890.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -485189.656250 Penalty: 2992.775146
	Iteration 7Q: 3 clusters Score -485189.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -485421.468750 Penalty: 2992.775146
	Iteration 8Q: 3 clusters Score -485421.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -485581.187500 Penalty: 2992.775146
	Iteration 9Q: 3 clusters Score -485581.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -485708.343750 Penalty: 2992.775146
	Iteration 10Q: 3 clusters Score -485708.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -485825.593750 Penalty: 2992.775146
	Iteration 11Q: 3 clusters Score -485825.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -485912.281250 Penalty: 2992.775146
	Iteration 12Q: 3 clusters Score -485912.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -485994.031250 Penalty: 2992.775146
	Iteration 13Q: 3 clusters Score -485994 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -486072.531250 Penalty: 2992.775146
	Iteration 14Q: 3 clusters Score -486072.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -486145.281250 Penalty: 2992.775146
	Iteration 15Q: 3 clusters Score -486145.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -486216.125000 Penalty: 2992.775146
	Iteration 16Q: 3 clusters Score -486216.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -486298.687500 Penalty: 2992.775146
	Iteration 17Q: 3 clusters Score -486298.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -486364.062500 Penalty: 2992.775146
	Iteration 18Q: 3 clusters Score -486364.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -486417.093750 Penalty: 2992.775146
	Iteration 19Q: 3 clusters Score -486417.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -486462.281250 Penalty: 2992.775146
	Iteration 20F: 3 clusters Score -486462.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -486492.218750 Penalty: 2992.775146
	Iteration 21Q: 3 clusters Score -486492.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -486514.125000 Penalty: 2992.775146
	Iteration 22Q: 3 clusters Score -486514.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -486527.437500 Penalty: 2992.775146
	Iteration 23Q: 3 clusters Score -486527.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -486543.125000 Penalty: 2992.775146
	Iteration 24Q: 3 clusters Score -486543.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -486553.531250 Penalty: 2992.775146
	Iteration 25Q: 3 clusters Score -486553.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -486562.562500 Penalty: 2992.775146
	Iteration 26Q: 3 clusters Score -486562.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -486574.062500 Penalty: 2992.775146
	Iteration 27Q: 3 clusters Score -486574.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -486590.031250 Penalty: 2992.775146
	Iteration 28Q: 3 clusters Score -486590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -486600.687500 Penalty: 2992.775146
	Iteration 29Q: 3 clusters Score -486600.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -486607.000000 Penalty: 2992.775146
	Iteration 30Q: 3 clusters Score -486607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -486611.406250 Penalty: 2992.775146
	Iteration 31Q: 3 clusters Score -486611.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -486617.062500 Penalty: 2992.775146
	Iteration 32Q: 3 clusters Score -486617.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -486620.218750 Penalty: 2992.775146
	Iteration 33Q: 3 clusters Score -486620.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -486622.531250 Penalty: 2992.775146
	Iteration 34Q: 3 clusters Score -486622.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -486624.125000 Penalty: 2992.775146
	Iteration 35Q: 3 clusters Score -486624.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -486627.875000 Penalty: 2992.775146
	Iteration 36Q: 3 clusters Score -486627.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -486631.281250 Penalty: 2992.775146
	Iteration 37Q: 3 clusters Score -486631.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -486633.468750 Penalty: 2992.775146
	Iteration 38Q: 3 clusters Score -486633.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -486638.437500 Penalty: 2992.775146
	Iteration 39Q: 3 clusters Score -486638.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -486643.375000 Penalty: 2992.775146
	Iteration 40F: 3 clusters Score -486643.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -486642.250000 Penalty: 2992.775146
	Iteration 41Q: 3 clusters Score -486642.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -486642.937500 Penalty: 2992.775146
	Iteration 42Q: 3 clusters Score -486642.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -486642.031250 Penalty: 2992.775146
	Iteration 43Q: 3 clusters Score -486642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -486644.593750 Penalty: 2992.775146
	Iteration 44Q: 3 clusters Score -486644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -486645.750000 Penalty: 2992.775146
	Iteration 45Q: 3 clusters Score -486645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -486645.562500 Penalty: 2992.775146
	Iteration 46Q: 3 clusters Score -486645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -486647.406250 Penalty: 2992.775146
	Iteration 47Q: 3 clusters Score -486647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -486647.312500 Penalty: 2992.775146
	Iteration 48Q: 3 clusters Score -486647.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -486647.875000 Penalty: 2992.775146
	Iteration 49Q: 3 clusters Score -486647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -486648.437500 Penalty: 2992.775146
	Iteration 50Q: 3 clusters Score -486648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -486648.937500 Penalty: 2992.775146
	Iteration 51Q: 3 clusters Score -486648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -486648.687500 Penalty: 2992.775146
	Iteration 52Q: 3 clusters Score -486648.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -486648.687500 Penalty: 2992.775146
	Iteration 53F: 3 clusters Score -486648.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42952 members 
Mstep: Class 4 contains 6007 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13819 members 
Mstep: Class 7 contains 36750 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108024 members 
Mstep: Class 10 contains 7429 members 
Mstep: Class 11 contains 242092 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63631 members 
Mstep: Class 20 contains 22396 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177888.000000 Penalty: 34528.855469
Iteration 199Q: 17 clusters Score -2.817789e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42954 members 
Mstep: Class 4 contains 6005 members 
Mstep: Class 5 contains 21045 members 
Mstep: Class 6 contains 13822 members 
Mstep: Class 7 contains 36759 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 108011 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242098 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63631 members 
Mstep: Class 20 contains 22391 members 
Mstep: Class 21 contains 9982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177872.000000 Penalty: 34528.855469
Iteration 200F: 17 clusters Score -2.817787e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42954 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21045 members 
Mstep: Class 6 contains 13822 members 
Mstep: Class 7 contains 36774 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107995 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 242105 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63630 members 
Mstep: Class 20 contains 22386 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177850.000000 Penalty: 34528.855469
Iteration 201Q: 17 clusters Score -2.817785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42954 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21045 members 
Mstep: Class 6 contains 13821 members 
Mstep: Class 7 contains 36784 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107986 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242112 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63627 members 
Mstep: Class 20 contains 22384 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177860.000000 Penalty: 34528.855469
Iteration 202Q: 17 clusters Score -2.817786e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42954 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21045 members 
Mstep: Class 6 contains 13822 members 
Mstep: Class 7 contains 36794 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107977 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242117 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63625 members 
Mstep: Class 20 contains 22379 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177832.000000 Penalty: 34528.855469
Iteration 203Q: 17 clusters Score -2.817783e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42954 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21045 members 
Mstep: Class 6 contains 13823 members 
Mstep: Class 7 contains 36803 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107972 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242118 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63624 members 
Mstep: Class 20 contains 22374 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177848.000000 Penalty: 34528.855469
Iteration 204Q: 17 clusters Score -2.817785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42954 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21045 members 
Mstep: Class 6 contains 13825 members 
Mstep: Class 7 contains 36808 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107968 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242121 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63623 members 
Mstep: Class 20 contains 22369 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177850.000000 Penalty: 34528.855469
Iteration 205Q: 17 clusters Score -2.817785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42954 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21046 members 
Mstep: Class 6 contains 13826 members 
Mstep: Class 7 contains 36809 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107965 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242124 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63623 members 
Mstep: Class 20 contains 22366 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177854.000000 Penalty: 34528.855469
Iteration 206Q: 17 clusters Score -2.817785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42955 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13825 members 
Mstep: Class 7 contains 36809 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107965 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 242126 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63623 members 
Mstep: Class 20 contains 22364 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177842.000000 Penalty: 34528.855469
Iteration 207Q: 17 clusters Score -2.817784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42955 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13825 members 
Mstep: Class 7 contains 36809 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107964 members 
Mstep: Class 10 contains 7426 members 
Mstep: Class 11 contains 242127 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63623 members 
Mstep: Class 20 contains 22365 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177848.000000 Penalty: 34528.855469
Iteration 208Q: 17 clusters Score -2.817785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42955 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13825 members 
Mstep: Class 7 contains 36810 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107963 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242128 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63623 members 
Mstep: Class 20 contains 22365 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177858.000000 Penalty: 34528.855469
Iteration 209Q: 17 clusters Score -2.817786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42956 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13825 members 
Mstep: Class 7 contains 36812 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107963 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 242129 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63623 members 
Mstep: Class 20 contains 22362 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177862.000000 Penalty: 34528.855469
Iteration 210Q: 17 clusters Score -2.817786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42957 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13825 members 
Mstep: Class 7 contains 36813 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107964 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 242128 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22361 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177880.000000 Penalty: 34528.855469
Iteration 211Q: 17 clusters Score -2.817788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13826 members 
Mstep: Class 7 contains 36814 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107964 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 242127 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22359 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177870.000000 Penalty: 34528.855469
Iteration 212Q: 17 clusters Score -2.817787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13826 members 
Mstep: Class 7 contains 36819 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107963 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 242127 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22354 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177892.000000 Penalty: 34528.855469
Iteration 213Q: 17 clusters Score -2.817789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13826 members 
Mstep: Class 7 contains 36825 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107962 members 
Mstep: Class 10 contains 7424 members 
Mstep: Class 11 contains 242127 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22350 members 
Mstep: Class 21 contains 9981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177880.000000 Penalty: 34528.855469
Iteration 214Q: 17 clusters Score -2.817788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13827 members 
Mstep: Class 7 contains 36829 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107960 members 
Mstep: Class 10 contains 7427 members 
Mstep: Class 11 contains 242128 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22345 members 
Mstep: Class 21 contains 9980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177854.000000 Penalty: 34528.855469
Iteration 215Q: 17 clusters Score -2.817785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13828 members 
Mstep: Class 7 contains 36836 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107958 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242128 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22339 members 
Mstep: Class 21 contains 9979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177838.000000 Penalty: 34528.855469
Iteration 216Q: 17 clusters Score -2.817784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13828 members 
Mstep: Class 7 contains 36841 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107955 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242129 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22336 members 
Mstep: Class 21 contains 9979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177838.000000 Penalty: 34528.855469
Iteration 217Q: 17 clusters Score -2.817784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13828 members 
Mstep: Class 7 contains 36844 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107954 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242128 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22335 members 
Mstep: Class 21 contains 9979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177840.000000 Penalty: 34528.855469
Iteration 218Q: 17 clusters Score -2.817784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13829 members 
Mstep: Class 7 contains 36852 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107951 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242127 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22330 members 
Mstep: Class 21 contains 9979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177842.000000 Penalty: 34528.855469
Iteration 219Q: 17 clusters Score -2.817784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13830 members 
Mstep: Class 7 contains 36859 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107948 members 
Mstep: Class 10 contains 7428 members 
Mstep: Class 11 contains 242128 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22324 members 
Mstep: Class 21 contains 9979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177846.000000 Penalty: 34528.855469
Iteration 220F: 17 clusters Score -2.817785e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42958 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 36865 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107948 members 
Mstep: Class 10 contains 7430 members 
Mstep: Class 11 contains 242128 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63622 members 
Mstep: Class 20 contains 22314 members 
Mstep: Class 21 contains 9979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177834.000000 Penalty: 34528.855469
Iteration 221Q: 17 clusters Score -2.817783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42960 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 36870 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107949 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 242128 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63620 members 
Mstep: Class 20 contains 22306 members 
Mstep: Class 21 contains 9978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177834.000000 Penalty: 34528.855469
Iteration 222Q: 17 clusters Score -2.817783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42961 members 
Mstep: Class 4 contains 6004 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13834 members 
Mstep: Class 7 contains 36880 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107952 members 
Mstep: Class 10 contains 7432 members 
Mstep: Class 11 contains 242125 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63621 members 
Mstep: Class 20 contains 22294 members 
Mstep: Class 21 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177846.000000 Penalty: 34528.855469
Iteration 223Q: 17 clusters Score -2.817785e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1360 members 
Mstep: Class 3 contains 42962 members 
Mstep: Class 4 contains 6003 members 
Mstep: Class 5 contains 21048 members 
Mstep: Class 6 contains 13835 members 
Mstep: Class 7 contains 36888 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107953 members 
Mstep: Class 10 contains 7433 members 
Mstep: Class 11 contains 242124 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22285 members 
Mstep: Class 21 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177828.000000 Penalty: 34528.855469
Iteration 224Q: 17 clusters Score -2.817783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 42964 members 
Mstep: Class 4 contains 6001 members 
Mstep: Class 5 contains 21047 members 
Mstep: Class 6 contains 13833 members 
Mstep: Class 7 contains 36893 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107949 members 
Mstep: Class 10 contains 7435 members 
Mstep: Class 11 contains 242124 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22284 members 
Mstep: Class 21 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177818.000000 Penalty: 34528.855469
Iteration 225Q: 17 clusters Score -2.817782e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42966 members 
Mstep: Class 4 contains 5999 members 
Mstep: Class 5 contains 21046 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 36900 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107943 members 
Mstep: Class 10 contains 7438 members 
Mstep: Class 11 contains 242126 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63618 members 
Mstep: Class 20 contains 22280 members 
Mstep: Class 21 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177810.000000 Penalty: 34528.855469
Iteration 226Q: 17 clusters Score -2.817781e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42971 members 
Mstep: Class 4 contains 5997 members 
Mstep: Class 5 contains 21045 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 36911 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107936 members 
Mstep: Class 10 contains 7440 members 
Mstep: Class 11 contains 242123 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63616 members 
Mstep: Class 20 contains 22277 members 
Mstep: Class 21 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177846.000000 Penalty: 34528.855469
Iteration 227Q: 17 clusters Score -2.817785e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42973 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21045 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 36921 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107932 members 
Mstep: Class 10 contains 7442 members 
Mstep: Class 11 contains 242120 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63618 members 
Mstep: Class 20 contains 22271 members 
Mstep: Class 21 contains 9976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177850.000000 Penalty: 34528.855469
Iteration 228Q: 17 clusters Score -2.817785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42973 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 36926 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107927 members 
Mstep: Class 10 contains 7442 members 
Mstep: Class 11 contains 242122 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22269 members 
Mstep: Class 21 contains 9976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177848.000000 Penalty: 34528.855469
Iteration 229Q: 17 clusters Score -2.817785e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42974 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 36932 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107923 members 
Mstep: Class 10 contains 7442 members 
Mstep: Class 11 contains 242121 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22267 members 
Mstep: Class 21 contains 9976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177842.000000 Penalty: 34528.855469
Iteration 230Q: 17 clusters Score -2.817784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42974 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13832 members 
Mstep: Class 7 contains 36933 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107921 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242122 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22267 members 
Mstep: Class 21 contains 9975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177870.000000 Penalty: 34528.855469
Iteration 231Q: 17 clusters Score -2.817787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42975 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36938 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107913 members 
Mstep: Class 10 contains 7442 members 
Mstep: Class 11 contains 242127 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22267 members 
Mstep: Class 21 contains 9974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177852.000000 Penalty: 34528.855469
Iteration 232Q: 17 clusters Score -2.817785e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42975 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36939 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107907 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242133 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22266 members 
Mstep: Class 21 contains 9973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177874.000000 Penalty: 34528.855469
Iteration 233Q: 17 clusters Score -2.817787e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42975 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36941 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107899 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242141 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22266 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177882.000000 Penalty: 34528.855469
Iteration 234Q: 17 clusters Score -2.817788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36942 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107895 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242143 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22266 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177884.000000 Penalty: 34528.855469
Iteration 235Q: 17 clusters Score -2.817788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36944 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107888 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242148 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22266 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177886.000000 Penalty: 34528.855469
Iteration 236Q: 17 clusters Score -2.817789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36947 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107880 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242153 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22266 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177890.000000 Penalty: 34528.855469
Iteration 237Q: 17 clusters Score -2.817789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36950 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107874 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242156 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22266 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177886.000000 Penalty: 34528.855469
Iteration 238Q: 17 clusters Score -2.817789e+07 nChanged 11
Entering ConstructFrom: 
Score: -28177886.000000 Penalty: 34528.855469
Entering ConstructFrom: 
Trying to split cluster 1 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -286376.593750 Penalty: 1417.127930
	Iteration 0F: 2 clusters Score -286376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -281751.750000 Penalty: 2834.255859
	Iteration 0F: 3 clusters Score -281751.8 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -283172.468750 Penalty: 2834.255859
	Iteration 1F: 3 clusters Score -283172.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -283569.968750 Penalty: 2834.255859
	Iteration 2F: 3 clusters Score -283570 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -283929.406250 Penalty: 2834.255859
	Iteration 3F: 3 clusters Score -283929.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -284222.343750 Penalty: 2834.255859
	Iteration 4F: 3 clusters Score -284222.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -284473.687500 Penalty: 2834.255859
	Iteration 5F: 3 clusters Score -284473.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -284729.437500 Penalty: 2834.255859
	Iteration 6F: 3 clusters Score -284729.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -284963.562500 Penalty: 2834.255859
	Iteration 7Q: 3 clusters Score -284963.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -285153.093750 Penalty: 2834.255859
	Iteration 8Q: 3 clusters Score -285153.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -285257.312500 Penalty: 2834.255859
	Iteration 9Q: 3 clusters Score -285257.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -285316.843750 Penalty: 2834.255859
	Iteration 10Q: 3 clusters Score -285316.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -285370.062500 Penalty: 2834.255859
	Iteration 11Q: 3 clusters Score -285370.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -285403.843750 Penalty: 2834.255859
	Iteration 12Q: 3 clusters Score -285403.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -285426.625000 Penalty: 2834.255859
	Iteration 13Q: 3 clusters Score -285426.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -285441.531250 Penalty: 2834.255859
	Iteration 14Q: 3 clusters Score -285441.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -285452.125000 Penalty: 2834.255859
	Iteration 15Q: 3 clusters Score -285452.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -285464.562500 Penalty: 2834.255859
	Iteration 16Q: 3 clusters Score -285464.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -285473.781250 Penalty: 2834.255859
	Iteration 17Q: 3 clusters Score -285473.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -285483.125000 Penalty: 2834.255859
	Iteration 18Q: 3 clusters Score -285483.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -285489.937500 Penalty: 2834.255859
	Iteration 19Q: 3 clusters Score -285489.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -285496.906250 Penalty: 2834.255859
	Iteration 20F: 3 clusters Score -285496.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -285503.593750 Penalty: 2834.255859
	Iteration 21Q: 3 clusters Score -285503.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -285511.343750 Penalty: 2834.255859
	Iteration 22Q: 3 clusters Score -285511.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -285517.531250 Penalty: 2834.255859
	Iteration 23Q: 3 clusters Score -285517.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -285524.875000 Penalty: 2834.255859
	Iteration 24Q: 3 clusters Score -285524.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -285529.031250 Penalty: 2834.255859
	Iteration 25Q: 3 clusters Score -285529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -285533.218750 Penalty: 2834.255859
	Iteration 26Q: 3 clusters Score -285533.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -285538.281250 Penalty: 2834.255859
	Iteration 27Q: 3 clusters Score -285538.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -285545.562500 Penalty: 2834.255859
	Iteration 28Q: 3 clusters Score -285545.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -285550.843750 Penalty: 2834.255859
	Iteration 29Q: 3 clusters Score -285550.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -285556.687500 Penalty: 2834.255859
	Iteration 30Q: 3 clusters Score -285556.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -285563.468750 Penalty: 2834.255859
	Iteration 31Q: 3 clusters Score -285563.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -285574.343750 Penalty: 2834.255859
	Iteration 32Q: 3 clusters Score -285574.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -285582.531250 Penalty: 2834.255859
	Iteration 33Q: 3 clusters Score -285582.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -285589.031250 Penalty: 2834.255859
	Iteration 34Q: 3 clusters Score -285589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -285597.000000 Penalty: 2834.255859
	Iteration 35Q: 3 clusters Score -285597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -285606.187500 Penalty: 2834.255859
	Iteration 36Q: 3 clusters Score -285606.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -285615.093750 Penalty: 2834.255859
	Iteration 37Q: 3 clusters Score -285615.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -285623.125000 Penalty: 2834.255859
	Iteration 38Q: 3 clusters Score -285623.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -285630.968750 Penalty: 2834.255859
	Iteration 39Q: 3 clusters Score -285631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -285642.656250 Penalty: 2834.255859
	Iteration 40F: 3 clusters Score -285642.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -285656.312500 Penalty: 2834.255859
	Iteration 41Q: 3 clusters Score -285656.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -285668.906250 Penalty: 2834.255859
	Iteration 42Q: 3 clusters Score -285668.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -285684.062500 Penalty: 2834.255859
	Iteration 43Q: 3 clusters Score -285684.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -285699.062500 Penalty: 2834.255859
	Iteration 44Q: 3 clusters Score -285699.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -285707.562500 Penalty: 2834.255859
	Iteration 45Q: 3 clusters Score -285707.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -285716.593750 Penalty: 2834.255859
	Iteration 46Q: 3 clusters Score -285716.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -285724.062500 Penalty: 2834.255859
	Iteration 47Q: 3 clusters Score -285724.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -285731.593750 Penalty: 2834.255859
	Iteration 48Q: 3 clusters Score -285731.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -285748.281250 Penalty: 2834.255859
	Iteration 49Q: 3 clusters Score -285748.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -285762.125000 Penalty: 2834.255859
	Iteration 50Q: 3 clusters Score -285762.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -285768.406250 Penalty: 2834.255859
	Iteration 51Q: 3 clusters Score -285768.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -285773.187500 Penalty: 2834.255859
	Iteration 52Q: 3 clusters Score -285773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -285779.656250 Penalty: 2834.255859
	Iteration 53Q: 3 clusters Score -285779.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -285781.312500 Penalty: 2834.255859
	Iteration 54Q: 3 clusters Score -285781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -285781.093750 Penalty: 2834.255859
	Iteration 55Q: 3 clusters Score -285781.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -285783.875000 Penalty: 2834.255859
	Iteration 56Q: 3 clusters Score -285783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -285784.375000 Penalty: 2834.255859
	Iteration 57Q: 3 clusters Score -285784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -285784.375000 Penalty: 2834.255859
	Iteration 58F: 3 clusters Score -285784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -54267.082031 Penalty: 1172.715332
	Iteration 0F: 2 clusters Score -54267.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -52590.191406 Penalty: 2345.430664
	Iteration 0F: 3 clusters Score -52590.19 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -52912.105469 Penalty: 2345.430664
	Iteration 1F: 3 clusters Score -52912.11 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -53028.652344 Penalty: 2345.430664
	Iteration 2F: 3 clusters Score -53028.65 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -53138.871094 Penalty: 2345.430664
	Iteration 3F: 3 clusters Score -53138.87 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -53235.269531 Penalty: 2345.430664
	Iteration 4F: 3 clusters Score -53235.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -53305.308594 Penalty: 2345.430664
	Iteration 5Q: 3 clusters Score -53305.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -53353.843750 Penalty: 2345.430664
	Iteration 6Q: 3 clusters Score -53353.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -53379.601562 Penalty: 2345.430664
	Iteration 7Q: 3 clusters Score -53379.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -53398.359375 Penalty: 2345.430664
	Iteration 8Q: 3 clusters Score -53398.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -53416.683594 Penalty: 2345.430664
	Iteration 9Q: 3 clusters Score -53416.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -53434.550781 Penalty: 2345.430664
	Iteration 10Q: 3 clusters Score -53434.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -53454.773438 Penalty: 2345.430664
	Iteration 11Q: 3 clusters Score -53454.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -53494.105469 Penalty: 2345.430664
	Iteration 12Q: 3 clusters Score -53494.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -53547.492188 Penalty: 2345.430664
	Iteration 13Q: 3 clusters Score -53547.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -53595.570312 Penalty: 2345.430664
	Iteration 14Q: 3 clusters Score -53595.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -53636.062500 Penalty: 2345.430664
	Iteration 15Q: 3 clusters Score -53636.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -53673.878906 Penalty: 2345.430664
	Iteration 16Q: 3 clusters Score -53673.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -53707.871094 Penalty: 2345.430664
	Iteration 17Q: 3 clusters Score -53707.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -53729.832031 Penalty: 2345.430664
	Iteration 18Q: 3 clusters Score -53729.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -53746.222656 Penalty: 2345.430664
	Iteration 19Q: 3 clusters Score -53746.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -53768.890625 Penalty: 2345.430664
	Iteration 20F: 3 clusters Score -53768.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -53778.300781 Penalty: 2345.430664
	Iteration 21Q: 3 clusters Score -53778.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -53788.414062 Penalty: 2345.430664
	Iteration 22Q: 3 clusters Score -53788.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -53797.390625 Penalty: 2345.430664
	Iteration 23Q: 3 clusters Score -53797.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -53802.750000 Penalty: 2345.430664
	Iteration 24Q: 3 clusters Score -53802.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -53808.300781 Penalty: 2345.430664
	Iteration 25Q: 3 clusters Score -53808.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -53820.421875 Penalty: 2345.430664
	Iteration 26Q: 3 clusters Score -53820.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -53834.578125 Penalty: 2345.430664
	Iteration 27Q: 3 clusters Score -53834.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -53845.906250 Penalty: 2345.430664
	Iteration 28Q: 3 clusters Score -53845.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -53851.261719 Penalty: 2345.430664
	Iteration 29Q: 3 clusters Score -53851.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -53856.894531 Penalty: 2345.430664
	Iteration 30Q: 3 clusters Score -53856.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -53864.167969 Penalty: 2345.430664
	Iteration 31Q: 3 clusters Score -53864.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -53868.972656 Penalty: 2345.430664
	Iteration 32Q: 3 clusters Score -53868.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -53870.843750 Penalty: 2345.430664
	Iteration 33Q: 3 clusters Score -53870.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -53876.097656 Penalty: 2345.430664
	Iteration 34Q: 3 clusters Score -53876.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -53879.695312 Penalty: 2345.430664
	Iteration 35Q: 3 clusters Score -53879.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -53881.289062 Penalty: 2345.430664
	Iteration 36Q: 3 clusters Score -53881.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -53882.394531 Penalty: 2345.430664
	Iteration 37Q: 3 clusters Score -53882.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -53882.875000 Penalty: 2345.430664
	Iteration 38Q: 3 clusters Score -53882.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -53883.164062 Penalty: 2345.430664
	Iteration 39Q: 3 clusters Score -53883.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -53883.906250 Penalty: 2345.430664
	Iteration 40F: 3 clusters Score -53883.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -53886.253906 Penalty: 2345.430664
	Iteration 41Q: 3 clusters Score -53886.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -53887.628906 Penalty: 2345.430664
	Iteration 42Q: 3 clusters Score -53887.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -53887.628906 Penalty: 2345.430664
	Iteration 43F: 3 clusters Score -53887.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Entering Unmasked Estep 
Score: -2156809.000000 Penalty: 1733.614502
	Iteration 0F: 2 clusters Score -2156809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2128050.750000 Penalty: 3467.229004
	Iteration 0F: 3 clusters Score -2128051 nChanged 19835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2139662.000000 Penalty: 3467.229004
	Iteration 1F: 3 clusters Score -2139662 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -2140594.250000 Penalty: 3467.229004
	Iteration 2Q: 3 clusters Score -2140594 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2141968.250000 Penalty: 3467.229004
	Iteration 3F: 3 clusters Score -2141968 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2143889.500000 Penalty: 3467.229004
	Iteration 4F: 3 clusters Score -2143890 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2146244.500000 Penalty: 3467.229004
	Iteration 5F: 3 clusters Score -2146244 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2148854.250000 Penalty: 3467.229004
	Iteration 6F: 3 clusters Score -2148854 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2151011.250000 Penalty: 3467.229004
	Iteration 7F: 3 clusters Score -2151011 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2152250.500000 Penalty: 3467.229004
	Iteration 8Q: 3 clusters Score -2152250 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2152842.500000 Penalty: 3467.229004
	Iteration 9Q: 3 clusters Score -2152842 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2153088.750000 Penalty: 3467.229004
	Iteration 10Q: 3 clusters Score -2153089 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2153282.750000 Penalty: 3467.229004
	Iteration 11Q: 3 clusters Score -2153283 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -2153434.250000 Penalty: 3467.229004
	Iteration 12Q: 3 clusters Score -2153434 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2153566.500000 Penalty: 3467.229004
	Iteration 13Q: 3 clusters Score -2153566 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2153673.250000 Penalty: 3467.229004
	Iteration 14Q: 3 clusters Score -2153673 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2153771.750000 Penalty: 3467.229004
	Iteration 15Q: 3 clusters Score -2153772 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2153872.000000 Penalty: 3467.229004
	Iteration 16Q: 3 clusters Score -2153872 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2153953.500000 Penalty: 3467.229004
	Iteration 17Q: 3 clusters Score -2153954 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2154058.250000 Penalty: 3467.229004
	Iteration 18Q: 3 clusters Score -2154058 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2154149.500000 Penalty: 3467.229004
	Iteration 19Q: 3 clusters Score -2154150 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2154240.250000 Penalty: 3467.229004
	Iteration 20F: 3 clusters Score -2154240 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2154324.750000 Penalty: 3467.229004
	Iteration 21Q: 3 clusters Score -2154325 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2154405.500000 Penalty: 3467.229004
	Iteration 22Q: 3 clusters Score -2154406 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2154493.750000 Penalty: 3467.229004
	Iteration 23Q: 3 clusters Score -2154494 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2154559.000000 Penalty: 3467.229004
	Iteration 24Q: 3 clusters Score -2154559 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2154597.750000 Penalty: 3467.229004
	Iteration 25Q: 3 clusters Score -2154598 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2154636.000000 Penalty: 3467.229004
	Iteration 26Q: 3 clusters Score -2154636 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2154681.750000 Penalty: 3467.229004
	Iteration 27Q: 3 clusters Score -2154682 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2154719.000000 Penalty: 3467.229004
	Iteration 28Q: 3 clusters Score -2154719 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2154755.750000 Penalty: 3467.229004
	Iteration 29Q: 3 clusters Score -2154756 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2154810.750000 Penalty: 3467.229004
	Iteration 30Q: 3 clusters Score -2154811 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2154854.500000 Penalty: 3467.229004
	Iteration 31Q: 3 clusters Score -2154854 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2154888.750000 Penalty: 3467.229004
	Iteration 32Q: 3 clusters Score -2154889 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2154945.000000 Penalty: 3467.229004
	Iteration 33Q: 3 clusters Score -2154945 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2154992.250000 Penalty: 3467.229004
	Iteration 34Q: 3 clusters Score -2154992 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2155058.750000 Penalty: 3467.229004
	Iteration 35Q: 3 clusters Score -2155059 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2155118.500000 Penalty: 3467.229004
	Iteration 36Q: 3 clusters Score -2155118 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2155189.500000 Penalty: 3467.229004
	Iteration 37Q: 3 clusters Score -2155190 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2155241.000000 Penalty: 3467.229004
	Iteration 38Q: 3 clusters Score -2155241 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2155312.500000 Penalty: 3467.229004
	Iteration 39Q: 3 clusters Score -2155312 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2155371.750000 Penalty: 3467.229004
	Iteration 40F: 3 clusters Score -2155372 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2155427.500000 Penalty: 3467.229004
	Iteration 41Q: 3 clusters Score -2155428 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2155480.750000 Penalty: 3467.229004
	Iteration 42Q: 3 clusters Score -2155481 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -2155534.500000 Penalty: 3467.229004
	Iteration 43Q: 3 clusters Score -2155534 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2155572.750000 Penalty: 3467.229004
	Iteration 44Q: 3 clusters Score -2155573 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2155610.750000 Penalty: 3467.229004
	Iteration 45Q: 3 clusters Score -2155611 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2155647.000000 Penalty: 3467.229004
	Iteration 46Q: 3 clusters Score -2155647 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2155676.250000 Penalty: 3467.229004
	Iteration 47Q: 3 clusters Score -2155676 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2155698.500000 Penalty: 3467.229004
	Iteration 48Q: 3 clusters Score -2155698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2155717.000000 Penalty: 3467.229004
	Iteration 49Q: 3 clusters Score -2155717 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2155725.750000 Penalty: 3467.229004
	Iteration 50Q: 3 clusters Score -2155726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2155754.000000 Penalty: 3467.229004
	Iteration 51Q: 3 clusters Score -2155754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2155777.250000 Penalty: 3467.229004
	Iteration 52Q: 3 clusters Score -2155777 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2155782.500000 Penalty: 3467.229004
	Iteration 53Q: 3 clusters Score -2155782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2155798.500000 Penalty: 3467.229004
	Iteration 54Q: 3 clusters Score -2155798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2155818.500000 Penalty: 3467.229004
	Iteration 55Q: 3 clusters Score -2155818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2155833.000000 Penalty: 3467.229004
	Iteration 56Q: 3 clusters Score -2155833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2155838.250000 Penalty: 3467.229004
	Iteration 57Q: 3 clusters Score -2155838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2155842.500000 Penalty: 3467.229004
	Iteration 58Q: 3 clusters Score -2155842 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2155847.750000 Penalty: 3467.229004
	Iteration 59Q: 3 clusters Score -2155848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2155859.500000 Penalty: 3467.229004
	Iteration 60F: 3 clusters Score -2155860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2155862.750000 Penalty: 3467.229004
	Iteration 61Q: 3 clusters Score -2155863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2155868.000000 Penalty: 3467.229004
	Iteration 62Q: 3 clusters Score -2155868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2155882.500000 Penalty: 3467.229004
	Iteration 63Q: 3 clusters Score -2155882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2155887.250000 Penalty: 3467.229004
	Iteration 64Q: 3 clusters Score -2155887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2155898.000000 Penalty: 3467.229004
	Iteration 65Q: 3 clusters Score -2155898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2155896.250000 Penalty: 3467.229004
	Iteration 66Q: 3 clusters Score -2155896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2155904.000000 Penalty: 3467.229004
	Iteration 67Q: 3 clusters Score -2155904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2155921.000000 Penalty: 3467.229004
	Iteration 68Q: 3 clusters Score -2155921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2155925.500000 Penalty: 3467.229004
	Iteration 69Q: 3 clusters Score -2155926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2155932.250000 Penalty: 3467.229004
	Iteration 70Q: 3 clusters Score -2155932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2155938.250000 Penalty: 3467.229004
	Iteration 71Q: 3 clusters Score -2155938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2155945.750000 Penalty: 3467.229004
	Iteration 72Q: 3 clusters Score -2155946 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2155955.000000 Penalty: 3467.229004
	Iteration 73Q: 3 clusters Score -2155955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2155958.500000 Penalty: 3467.229004
	Iteration 74Q: 3 clusters Score -2155958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2155969.250000 Penalty: 3467.229004
	Iteration 75Q: 3 clusters Score -2155969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2155978.250000 Penalty: 3467.229004
	Iteration 76Q: 3 clusters Score -2155978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2155983.500000 Penalty: 3467.229004
	Iteration 77Q: 3 clusters Score -2155984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2155986.000000 Penalty: 3467.229004
	Iteration 78Q: 3 clusters Score -2155986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2155990.750000 Penalty: 3467.229004
	Iteration 79Q: 3 clusters Score -2155991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2155991.250000 Penalty: 3467.229004
	Iteration 80F: 3 clusters Score -2155991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2155991.000000 Penalty: 3467.229004
	Iteration 81Q: 3 clusters Score -2155991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2155993.250000 Penalty: 3467.229004
	Iteration 82Q: 3 clusters Score -2155993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2155995.500000 Penalty: 3467.229004
	Iteration 83Q: 3 clusters Score -2155996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2155996.750000 Penalty: 3467.229004
	Iteration 84Q: 3 clusters Score -2155997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2155999.000000 Penalty: 3467.229004
	Iteration 85Q: 3 clusters Score -2155999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2155997.250000 Penalty: 3467.229004
	Iteration 86Q: 3 clusters Score -2155997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2155999.500000 Penalty: 3467.229004
	Iteration 87Q: 3 clusters Score -2156000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2155996.000000 Penalty: 3467.229004
	Iteration 88Q: 3 clusters Score -2155996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2155997.500000 Penalty: 3467.229004
	Iteration 89Q: 3 clusters Score -2155998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2155993.750000 Penalty: 3467.229004
	Iteration 90Q: 3 clusters Score -2155994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2155993.750000 Penalty: 3467.229004
	Iteration 91F: 3 clusters Score -2155994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -269689.750000 Penalty: 1413.535645
	Iteration 0F: 2 clusters Score -269689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -265115.750000 Penalty: 2827.071289
	Iteration 0F: 3 clusters Score -265115.8 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -266467.375000 Penalty: 2827.071289
	Iteration 1F: 3 clusters Score -266467.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -266689.687500 Penalty: 2827.071289
	Iteration 2F: 3 clusters Score -266689.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -266890.312500 Penalty: 2827.071289
	Iteration 3F: 3 clusters Score -266890.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -267062.000000 Penalty: 2827.071289
	Iteration 4F: 3 clusters Score -267062 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -267205.843750 Penalty: 2827.071289
	Iteration 5Q: 3 clusters Score -267205.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -267335.468750 Penalty: 2827.071289
	Iteration 6Q: 3 clusters Score -267335.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -267475.750000 Penalty: 2827.071289
	Iteration 7Q: 3 clusters Score -267475.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -267623.937500 Penalty: 2827.071289
	Iteration 8Q: 3 clusters Score -267623.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -267811.500000 Penalty: 2827.071289
	Iteration 9Q: 3 clusters Score -267811.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -268076.031250 Penalty: 2827.071289
	Iteration 10Q: 3 clusters Score -268076 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -268345.937500 Penalty: 2827.071289
	Iteration 11Q: 3 clusters Score -268345.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -268626.562500 Penalty: 2827.071289
	Iteration 12Q: 3 clusters Score -268626.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -268840.187500 Penalty: 2827.071289
	Iteration 13Q: 3 clusters Score -268840.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -268979.500000 Penalty: 2827.071289
	Iteration 14Q: 3 clusters Score -268979.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -269130.406250 Penalty: 2827.071289
	Iteration 15Q: 3 clusters Score -269130.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -269281.062500 Penalty: 2827.071289
	Iteration 16Q: 3 clusters Score -269281.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -269447.281250 Penalty: 2827.071289
	Iteration 17Q: 3 clusters Score -269447.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -269615.437500 Penalty: 2827.071289
	Iteration 18Q: 3 clusters Score -269615.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -269730.000000 Penalty: 2827.071289
	Iteration 19Q: 3 clusters Score -269730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -269765.343750 Penalty: 2827.071289
	Iteration 20F: 3 clusters Score -269765.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -269783.687500 Penalty: 2827.071289
	Iteration 21Q: 3 clusters Score -269783.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -269794.562500 Penalty: 2827.071289
	Iteration 22Q: 3 clusters Score -269794.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -269804.125000 Penalty: 2827.071289
	Iteration 23Q: 3 clusters Score -269804.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -269808.937500 Penalty: 2827.071289
	Iteration 24Q: 3 clusters Score -269808.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -269812.156250 Penalty: 2827.071289
	Iteration 25Q: 3 clusters Score -269812.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -269815.625000 Penalty: 2827.071289
	Iteration 26Q: 3 clusters Score -269815.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -269815.562500 Penalty: 2827.071289
	Iteration 27Q: 3 clusters Score -269815.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -269817.593750 Penalty: 2827.071289
	Iteration 28Q: 3 clusters Score -269817.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -269817.875000 Penalty: 2827.071289
	Iteration 29Q: 3 clusters Score -269817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -269819.531250 Penalty: 2827.071289
	Iteration 30Q: 3 clusters Score -269819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -269820.031250 Penalty: 2827.071289
	Iteration 31Q: 3 clusters Score -269820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -269821.312500 Penalty: 2827.071289
	Iteration 32Q: 3 clusters Score -269821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -269822.031250 Penalty: 2827.071289
	Iteration 33Q: 3 clusters Score -269822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -269822.312500 Penalty: 2827.071289
	Iteration 34Q: 3 clusters Score -269822.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -269822.250000 Penalty: 2827.071289
	Iteration 35Q: 3 clusters Score -269822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -269822.187500 Penalty: 2827.071289
	Iteration 36Q: 3 clusters Score -269822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -269823.500000 Penalty: 2827.071289
	Iteration 37Q: 3 clusters Score -269823.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -269824.437500 Penalty: 2827.071289
	Iteration 38Q: 3 clusters Score -269824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -269825.312500 Penalty: 2827.071289
	Iteration 39Q: 3 clusters Score -269825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -269825.187500 Penalty: 2827.071289
	Iteration 40F: 3 clusters Score -269825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 4674 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36956 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107869 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242158 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22263 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
Score: -28177268.000000 Penalty: 36686.906250
Splitting cluster 4 changes total score from -28177886.000000 to -28177268.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (21044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Entering Unmasked Estep 
Score: -1060807.750000 Penalty: 1617.585205
	Iteration 0F: 2 clusters Score -1060808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1046570.312500 Penalty: 3235.170410
	Iteration 0F: 3 clusters Score -1046570 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1051767.625000 Penalty: 3235.170410
	Iteration 1F: 3 clusters Score -1051768 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1052119.875000 Penalty: 3235.170410
	Iteration 2Q: 3 clusters Score -1052120 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1052466.250000 Penalty: 3235.170410
	Iteration 3Q: 3 clusters Score -1052466 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1052858.000000 Penalty: 3235.170410
	Iteration 4Q: 3 clusters Score -1052858 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1053378.375000 Penalty: 3235.170410
	Iteration 5Q: 3 clusters Score -1053378 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1054143.000000 Penalty: 3235.170410
	Iteration 6F: 3 clusters Score -1054143 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1055199.875000 Penalty: 3235.170410
	Iteration 7F: 3 clusters Score -1055200 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1056578.375000 Penalty: 3235.170410
	Iteration 8F: 3 clusters Score -1056578 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1058043.000000 Penalty: 3235.170410
	Iteration 9F: 3 clusters Score -1058043 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1059332.000000 Penalty: 3235.170410
	Iteration 10F: 3 clusters Score -1059332 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1060166.000000 Penalty: 3235.170410
	Iteration 11Q: 3 clusters Score -1060166 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1060601.875000 Penalty: 3235.170410
	Iteration 12Q: 3 clusters Score -1060602 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1060767.750000 Penalty: 3235.170410
	Iteration 13Q: 3 clusters Score -1060768 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1060844.625000 Penalty: 3235.170410
	Iteration 14Q: 3 clusters Score -1060845 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1060871.375000 Penalty: 3235.170410
	Iteration 15Q: 3 clusters Score -1060871 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1060892.875000 Penalty: 3235.170410
	Iteration 16Q: 3 clusters Score -1060893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1060905.750000 Penalty: 3235.170410
	Iteration 17Q: 3 clusters Score -1060906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1060911.875000 Penalty: 3235.170410
	Iteration 18Q: 3 clusters Score -1060912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1060919.250000 Penalty: 3235.170410
	Iteration 19Q: 3 clusters Score -1060919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1060919.250000 Penalty: 3235.170410
	Iteration 20F: 3 clusters Score -1060919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1060922.250000 Penalty: 3235.170410
	Iteration 21Q: 3 clusters Score -1060922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1060931.875000 Penalty: 3235.170410
	Iteration 22Q: 3 clusters Score -1060932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1060931.500000 Penalty: 3235.170410
	Iteration 23Q: 3 clusters Score -1060932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1060933.500000 Penalty: 3235.170410
	Iteration 24Q: 3 clusters Score -1060934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1060932.375000 Penalty: 3235.170410
	Iteration 25Q: 3 clusters Score -1060932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1060933.250000 Penalty: 3235.170410
	Iteration 26Q: 3 clusters Score -1060933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1060933.250000 Penalty: 3235.170410
	Iteration 27Q: 3 clusters Score -1060933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1060933.375000 Penalty: 3235.170410
	Iteration 28Q: 3 clusters Score -1060933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1060932.500000 Penalty: 3235.170410
	Iteration 29Q: 3 clusters Score -1060932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -1060932.625000 Penalty: 3235.170410
	Iteration 30Q: 3 clusters Score -1060933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1060931.625000 Penalty: 3235.170410
	Iteration 31Q: 3 clusters Score -1060932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1060932.125000 Penalty: 3235.170410
	Iteration 32Q: 3 clusters Score -1060932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1060932.125000 Penalty: 3235.170410
	Iteration 33F: 3 clusters Score -1060932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36956 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107869 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242158 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 14355 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22263 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
Score: -28177526.000000 Penalty: 36686.906250
Splitting cluster 5 changes total score from -28177886.000000 to -28177526.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (13831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Entering Unmasked Estep 
Score: -679511.812500 Penalty: 1549.383545
	Iteration 0F: 2 clusters Score -679511.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -669760.437500 Penalty: 3098.767090
	Iteration 0F: 3 clusters Score -669760.4 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -673072.125000 Penalty: 3098.767090
	Iteration 1F: 3 clusters Score -673072.1 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -673371.937500 Penalty: 3098.767090
	Iteration 2F: 3 clusters Score -673371.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -673687.875000 Penalty: 3098.767090
	Iteration 3Q: 3 clusters Score -673687.9 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -674114.062500 Penalty: 3098.767090
	Iteration 4F: 3 clusters Score -674114.1 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -674679.437500 Penalty: 3098.767090
	Iteration 5F: 3 clusters Score -674679.4 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -675341.250000 Penalty: 3098.767090
	Iteration 6F: 3 clusters Score -675341.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -675996.750000 Penalty: 3098.767090
	Iteration 7F: 3 clusters Score -675996.8 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -676558.750000 Penalty: 3098.767090
	Iteration 8F: 3 clusters Score -676558.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -677013.687500 Penalty: 3098.767090
	Iteration 9Q: 3 clusters Score -677013.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -677351.000000 Penalty: 3098.767090
	Iteration 10Q: 3 clusters Score -677351 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -677641.625000 Penalty: 3098.767090
	Iteration 11Q: 3 clusters Score -677641.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -677924.875000 Penalty: 3098.767090
	Iteration 12Q: 3 clusters Score -677924.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -678177.187500 Penalty: 3098.767090
	Iteration 13Q: 3 clusters Score -678177.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -678393.625000 Penalty: 3098.767090
	Iteration 14Q: 3 clusters Score -678393.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -678528.062500 Penalty: 3098.767090
	Iteration 15Q: 3 clusters Score -678528.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -678663.875000 Penalty: 3098.767090
	Iteration 16Q: 3 clusters Score -678663.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -678769.875000 Penalty: 3098.767090
	Iteration 17Q: 3 clusters Score -678769.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -678846.812500 Penalty: 3098.767090
	Iteration 18Q: 3 clusters Score -678846.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -678897.812500 Penalty: 3098.767090
	Iteration 19Q: 3 clusters Score -678897.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -678937.625000 Penalty: 3098.767090
	Iteration 20F: 3 clusters Score -678937.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -678955.687500 Penalty: 3098.767090
	Iteration 21Q: 3 clusters Score -678955.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -678969.875000 Penalty: 3098.767090
	Iteration 22Q: 3 clusters Score -678969.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -678980.437500 Penalty: 3098.767090
	Iteration 23Q: 3 clusters Score -678980.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -678987.625000 Penalty: 3098.767090
	Iteration 24Q: 3 clusters Score -678987.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -678990.937500 Penalty: 3098.767090
	Iteration 25Q: 3 clusters Score -678990.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -678994.812500 Penalty: 3098.767090
	Iteration 26Q: 3 clusters Score -678994.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -678996.687500 Penalty: 3098.767090
	Iteration 27Q: 3 clusters Score -678996.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -679000.687500 Penalty: 3098.767090
	Iteration 28Q: 3 clusters Score -679000.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -679000.625000 Penalty: 3098.767090
	Iteration 29Q: 3 clusters Score -679000.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -679000.875000 Penalty: 3098.767090
	Iteration 30Q: 3 clusters Score -679000.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -679002.000000 Penalty: 3098.767090
	Iteration 31Q: 3 clusters Score -679002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -679002.000000 Penalty: 3098.767090
	Iteration 32Q: 3 clusters Score -679002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -679002.750000 Penalty: 3098.767090
	Iteration 33Q: 3 clusters Score -679002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -679002.000000 Penalty: 3098.767090
	Iteration 34Q: 3 clusters Score -679002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -679003.750000 Penalty: 3098.767090
	Iteration 35Q: 3 clusters Score -679003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -679003.812500 Penalty: 3098.767090
	Iteration 36Q: 3 clusters Score -679003.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -679007.937500 Penalty: 3098.767090
	Iteration 37Q: 3 clusters Score -679007.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -679008.250000 Penalty: 3098.767090
	Iteration 38Q: 3 clusters Score -679008.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -679008.250000 Penalty: 3098.767090
	Iteration 39F: 3 clusters Score -679008.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Entering Unmasked Estep 
Score: -1878825.625000 Penalty: 1709.091064
	Iteration 0F: 2 clusters Score -1878826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1854103.125000 Penalty: 3418.182129
	Iteration 0F: 3 clusters Score -1854103 nChanged 17171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1863594.250000 Penalty: 3418.182129
	Iteration 1F: 3 clusters Score -1863594 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -1863974.500000 Penalty: 3418.182129
	Iteration 2Q: 3 clusters Score -1863974 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -1864376.000000 Penalty: 3418.182129
	Iteration 3Q: 3 clusters Score -1864376 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -1864840.250000 Penalty: 3418.182129
	Iteration 4Q: 3 clusters Score -1864840 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -1865457.500000 Penalty: 3418.182129
	Iteration 5Q: 3 clusters Score -1865458 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -1866327.625000 Penalty: 3418.182129
	Iteration 6Q: 3 clusters Score -1866328 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -1867641.000000 Penalty: 3418.182129
	Iteration 7F: 3 clusters Score -1867641 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -1869438.875000 Penalty: 3418.182129
	Iteration 8F: 3 clusters Score -1869439 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -1871450.500000 Penalty: 3418.182129
	Iteration 9F: 3 clusters Score -1871450 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -1873282.875000 Penalty: 3418.182129
	Iteration 10F: 3 clusters Score -1873283 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 33381 members 
Entering Unmasked Estep 
Score: -1874753.625000 Penalty: 3418.182129
	Iteration 11Q: 3 clusters Score -1874754 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -1875749.375000 Penalty: 3418.182129
	Iteration 12Q: 3 clusters Score -1875749 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -1876356.500000 Penalty: 3418.182129
	Iteration 13Q: 3 clusters Score -1876356 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -1876714.125000 Penalty: 3418.182129
	Iteration 14Q: 3 clusters Score -1876714 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -1876945.500000 Penalty: 3418.182129
	Iteration 15Q: 3 clusters Score -1876946 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -1877085.625000 Penalty: 3418.182129
	Iteration 16Q: 3 clusters Score -1877086 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -1877184.625000 Penalty: 3418.182129
	Iteration 17Q: 3 clusters Score -1877185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -1877245.500000 Penalty: 3418.182129
	Iteration 18Q: 3 clusters Score -1877246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -1877287.125000 Penalty: 3418.182129
	Iteration 19Q: 3 clusters Score -1877287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -1877306.000000 Penalty: 3418.182129
	Iteration 20F: 3 clusters Score -1877306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -1877322.375000 Penalty: 3418.182129
	Iteration 21Q: 3 clusters Score -1877322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -1877330.750000 Penalty: 3418.182129
	Iteration 22Q: 3 clusters Score -1877331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -1877335.250000 Penalty: 3418.182129
	Iteration 23Q: 3 clusters Score -1877335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -1877336.500000 Penalty: 3418.182129
	Iteration 24Q: 3 clusters Score -1877336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -1877339.750000 Penalty: 3418.182129
	Iteration 25Q: 3 clusters Score -1877340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -1877342.125000 Penalty: 3418.182129
	Iteration 26Q: 3 clusters Score -1877342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -1877341.875000 Penalty: 3418.182129
	Iteration 27Q: 3 clusters Score -1877342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -1877345.750000 Penalty: 3418.182129
	Iteration 28Q: 3 clusters Score -1877346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -1877351.250000 Penalty: 3418.182129
	Iteration 29Q: 3 clusters Score -1877351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -1877350.250000 Penalty: 3418.182129
	Iteration 30Q: 3 clusters Score -1877350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -1877349.750000 Penalty: 3418.182129
	Iteration 31Q: 3 clusters Score -1877350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -1877349.750000 Penalty: 3418.182129
	Iteration 32F: 3 clusters Score -1877350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -26778.576172 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -26778.58 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 297 members 
Entering Unmasked Estep 
Score: -25645.314453 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -25645.31 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25825.792969 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -25825.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -25866.960938 Penalty: 2075.735840
	Iteration 2Q: 3 clusters Score -25866.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -25889.601562 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -25889.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25902.652344 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -25902.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25906.371094 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -25906.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25907.386719 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -25907.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -25907.828125 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -25907.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25909.230469 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -25909.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -25909.230469 Penalty: 2075.735840
	Iteration 9F: 3 clusters Score -25909.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107869 members 
Entering Unmasked Estep 
Score: -5600228.500000 Penalty: 1883.159302
	Iteration 0F: 2 clusters Score -5600228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -5528138.500000 Penalty: 3766.318604
	Iteration 0F: 3 clusters Score -5528138 nChanged 51587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -5558201.000000 Penalty: 3766.318604
	Iteration 1F: 3 clusters Score -5558201 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -5559737.500000 Penalty: 3766.318604
	Iteration 2Q: 3 clusters Score -5559738 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -5562699.500000 Penalty: 3766.318604
	Iteration 3F: 3 clusters Score -5562700 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -5567483.000000 Penalty: 3766.318604
	Iteration 4F: 3 clusters Score -5567483 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -5574114.500000 Penalty: 3766.318604
	Iteration 5F: 3 clusters Score -5574114 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -5581207.000000 Penalty: 3766.318604
	Iteration 6F: 3 clusters Score -5581207 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90690 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -5586846.500000 Penalty: 3766.318604
	Iteration 7F: 3 clusters Score -5586846 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95626 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -5591014.500000 Penalty: 3766.318604
	Iteration 8Q: 3 clusters Score -5591014 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99161 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -5593862.500000 Penalty: 3766.318604
	Iteration 9Q: 3 clusters Score -5593862 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101552 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5595744.500000 Penalty: 3766.318604
	Iteration 10Q: 3 clusters Score -5595744 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103059 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -5596927.000000 Penalty: 3766.318604
	Iteration 11Q: 3 clusters Score -5596927 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103940 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -5597646.000000 Penalty: 3766.318604
	Iteration 12Q: 3 clusters Score -5597646 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104459 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5598043.000000 Penalty: 3766.318604
	Iteration 13Q: 3 clusters Score -5598043 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104794 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5598303.000000 Penalty: 3766.318604
	Iteration 14Q: 3 clusters Score -5598303 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105021 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5598433.500000 Penalty: 3766.318604
	Iteration 15Q: 3 clusters Score -5598434 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5598513.000000 Penalty: 3766.318604
	Iteration 16Q: 3 clusters Score -5598513 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5598581.500000 Penalty: 3766.318604
	Iteration 17Q: 3 clusters Score -5598582 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105458 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5598633.500000 Penalty: 3766.318604
	Iteration 18Q: 3 clusters Score -5598634 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105584 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5598687.000000 Penalty: 3766.318604
	Iteration 19Q: 3 clusters Score -5598687 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105686 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5598730.000000 Penalty: 3766.318604
	Iteration 20F: 3 clusters Score -5598730 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5598774.000000 Penalty: 3766.318604
	Iteration 21Q: 3 clusters Score -5598774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105849 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5598793.500000 Penalty: 3766.318604
	Iteration 22Q: 3 clusters Score -5598794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105899 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5598831.000000 Penalty: 3766.318604
	Iteration 23Q: 3 clusters Score -5598831 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105947 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5598851.000000 Penalty: 3766.318604
	Iteration 24Q: 3 clusters Score -5598851 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5598875.500000 Penalty: 3766.318604
	Iteration 25Q: 3 clusters Score -5598876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106027 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5598892.500000 Penalty: 3766.318604
	Iteration 26Q: 3 clusters Score -5598892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106062 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5598915.000000 Penalty: 3766.318604
	Iteration 27Q: 3 clusters Score -5598915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5598924.500000 Penalty: 3766.318604
	Iteration 28Q: 3 clusters Score -5598924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5598932.500000 Penalty: 3766.318604
	Iteration 29Q: 3 clusters Score -5598932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106139 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5598945.500000 Penalty: 3766.318604
	Iteration 30Q: 3 clusters Score -5598946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5598940.000000 Penalty: 3766.318604
	Iteration 31Q: 3 clusters Score -5598940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106162 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5598942.500000 Penalty: 3766.318604
	Iteration 32Q: 3 clusters Score -5598942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106175 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5598946.000000 Penalty: 3766.318604
	Iteration 33Q: 3 clusters Score -5598946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106193 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5598949.000000 Penalty: 3766.318604
	Iteration 34Q: 3 clusters Score -5598949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106209 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5598948.500000 Penalty: 3766.318604
	Iteration 35Q: 3 clusters Score -5598948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5598957.000000 Penalty: 3766.318604
	Iteration 36Q: 3 clusters Score -5598957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106233 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5598954.500000 Penalty: 3766.318604
	Iteration 37Q: 3 clusters Score -5598954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106246 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5598950.500000 Penalty: 3766.318604
	Iteration 38Q: 3 clusters Score -5598950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106254 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5598953.500000 Penalty: 3766.318604
	Iteration 39Q: 3 clusters Score -5598954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5598957.500000 Penalty: 3766.318604
	Iteration 40F: 3 clusters Score -5598958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106257 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5598960.500000 Penalty: 3766.318604
	Iteration 41Q: 3 clusters Score -5598960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5598956.500000 Penalty: 3766.318604
	Iteration 42Q: 3 clusters Score -5598956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106257 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5598962.000000 Penalty: 3766.318604
	Iteration 43Q: 3 clusters Score -5598962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106257 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5598962.000000 Penalty: 3766.318604
	Iteration 44F: 3 clusters Score -5598962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Entering Unmasked Estep 
Score: -305038.093750 Penalty: 1448.692261
	Iteration 0F: 2 clusters Score -305038.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -299415.937500 Penalty: 2897.384521
	Iteration 0F: 3 clusters Score -299415.9 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -301142.593750 Penalty: 2897.384521
	Iteration 1F: 3 clusters Score -301142.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -301379.250000 Penalty: 2897.384521
	Iteration 2F: 3 clusters Score -301379.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -301585.843750 Penalty: 2897.384521
	Iteration 3F: 3 clusters Score -301585.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -301772.156250 Penalty: 2897.384521
	Iteration 4Q: 3 clusters Score -301772.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -301953.781250 Penalty: 2897.384521
	Iteration 5Q: 3 clusters Score -301953.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -302122.156250 Penalty: 2897.384521
	Iteration 6Q: 3 clusters Score -302122.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -302282.718750 Penalty: 2897.384521
	Iteration 7Q: 3 clusters Score -302282.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -302448.250000 Penalty: 2897.384521
	Iteration 8Q: 3 clusters Score -302448.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -302587.531250 Penalty: 2897.384521
	Iteration 9Q: 3 clusters Score -302587.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -302724.375000 Penalty: 2897.384521
	Iteration 10Q: 3 clusters Score -302724.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -302894.718750 Penalty: 2897.384521
	Iteration 11Q: 3 clusters Score -302894.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -303068.718750 Penalty: 2897.384521
	Iteration 12Q: 3 clusters Score -303068.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -303275.125000 Penalty: 2897.384521
	Iteration 13Q: 3 clusters Score -303275.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -303460.406250 Penalty: 2897.384521
	Iteration 14Q: 3 clusters Score -303460.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -303605.250000 Penalty: 2897.384521
	Iteration 15Q: 3 clusters Score -303605.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -303718.562500 Penalty: 2897.384521
	Iteration 16Q: 3 clusters Score -303718.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -303801.906250 Penalty: 2897.384521
	Iteration 17Q: 3 clusters Score -303801.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -303866.750000 Penalty: 2897.384521
	Iteration 18Q: 3 clusters Score -303866.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -303904.625000 Penalty: 2897.384521
	Iteration 19Q: 3 clusters Score -303904.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -303924.812500 Penalty: 2897.384521
	Iteration 20F: 3 clusters Score -303924.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -303939.093750 Penalty: 2897.384521
	Iteration 21Q: 3 clusters Score -303939.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -303947.843750 Penalty: 2897.384521
	Iteration 22Q: 3 clusters Score -303947.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -303957.093750 Penalty: 2897.384521
	Iteration 23Q: 3 clusters Score -303957.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -303966.625000 Penalty: 2897.384521
	Iteration 24Q: 3 clusters Score -303966.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -303972.781250 Penalty: 2897.384521
	Iteration 25Q: 3 clusters Score -303972.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -303976.750000 Penalty: 2897.384521
	Iteration 26Q: 3 clusters Score -303976.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -303981.906250 Penalty: 2897.384521
	Iteration 27Q: 3 clusters Score -303981.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -303987.531250 Penalty: 2897.384521
	Iteration 28Q: 3 clusters Score -303987.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -303991.062500 Penalty: 2897.384521
	Iteration 29Q: 3 clusters Score -303991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -303995.531250 Penalty: 2897.384521
	Iteration 30Q: 3 clusters Score -303995.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -304000.625000 Penalty: 2897.384521
	Iteration 31Q: 3 clusters Score -304000.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -304006.093750 Penalty: 2897.384521
	Iteration 32Q: 3 clusters Score -304006.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -304010.468750 Penalty: 2897.384521
	Iteration 33Q: 3 clusters Score -304010.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -304017.125000 Penalty: 2897.384521
	Iteration 34Q: 3 clusters Score -304017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -304020.468750 Penalty: 2897.384521
	Iteration 35Q: 3 clusters Score -304020.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -304023.031250 Penalty: 2897.384521
	Iteration 36Q: 3 clusters Score -304023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -304027.281250 Penalty: 2897.384521
	Iteration 37Q: 3 clusters Score -304027.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -304031.312500 Penalty: 2897.384521
	Iteration 38Q: 3 clusters Score -304031.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -304032.656250 Penalty: 2897.384521
	Iteration 39Q: 3 clusters Score -304032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -304033.812500 Penalty: 2897.384521
	Iteration 40F: 3 clusters Score -304033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -304037.156250 Penalty: 2897.384521
	Iteration 41Q: 3 clusters Score -304037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -304038.093750 Penalty: 2897.384521
	Iteration 42Q: 3 clusters Score -304038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -304039.500000 Penalty: 2897.384521
	Iteration 43Q: 3 clusters Score -304039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -304039.843750 Penalty: 2897.384521
	Iteration 44Q: 3 clusters Score -304039.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -304040.843750 Penalty: 2897.384521
	Iteration 45Q: 3 clusters Score -304040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -304041.718750 Penalty: 2897.384521
	Iteration 46Q: 3 clusters Score -304041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -304043.937500 Penalty: 2897.384521
	Iteration 47Q: 3 clusters Score -304043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -304044.843750 Penalty: 2897.384521
	Iteration 48Q: 3 clusters Score -304044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -304047.156250 Penalty: 2897.384521
	Iteration 49Q: 3 clusters Score -304047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -304047.750000 Penalty: 2897.384521
	Iteration 50Q: 3 clusters Score -304047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -304047.406250 Penalty: 2897.384521
	Iteration 51Q: 3 clusters Score -304047.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -304049.218750 Penalty: 2897.384521
	Iteration 52Q: 3 clusters Score -304049.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -304049.437500 Penalty: 2897.384521
	Iteration 53Q: 3 clusters Score -304049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -304049.781250 Penalty: 2897.384521
	Iteration 54Q: 3 clusters Score -304049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -304050.343750 Penalty: 2897.384521
	Iteration 55Q: 3 clusters Score -304050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -304051.593750 Penalty: 2897.384521
	Iteration 56Q: 3 clusters Score -304051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -304052.750000 Penalty: 2897.384521
	Iteration 57Q: 3 clusters Score -304052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -304054.625000 Penalty: 2897.384521
	Iteration 58Q: 3 clusters Score -304054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -304056.031250 Penalty: 2897.384521
	Iteration 59Q: 3 clusters Score -304056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -304056.750000 Penalty: 2897.384521
	Iteration 60F: 3 clusters Score -304056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -304057.250000 Penalty: 2897.384521
	Iteration 61Q: 3 clusters Score -304057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -304057.250000 Penalty: 2897.384521
	Iteration 62F: 3 clusters Score -304057.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (242158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242158 members 
Entering Unmasked Estep 
Score: -12126382.000000 Penalty: 2014.568604
	Iteration 0F: 2 clusters Score -1.212638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120705 members 
Mstep: Class 2 contains 121453 members 
Entering Unmasked Estep 
Score: -11963702.000000 Penalty: 4029.137207
	Iteration 0F: 3 clusters Score -1.19637e+07 nChanged 117658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112841 members 
Mstep: Class 2 contains 129317 members 
Entering Unmasked Estep 
Score: -12033613.000000 Penalty: 4029.137207
	Iteration 1F: 3 clusters Score -1.203361e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107791 members 
Mstep: Class 2 contains 134367 members 
Entering Unmasked Estep 
Score: -12035500.000000 Penalty: 4029.137207
	Iteration 2Q: 3 clusters Score -1.20355e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99828 members 
Mstep: Class 2 contains 142330 members 
Entering Unmasked Estep 
Score: -12038734.000000 Penalty: 4029.137207
	Iteration 3Q: 3 clusters Score -1.203873e+07 nChanged 12506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87764 members 
Mstep: Class 2 contains 154394 members 
Entering Unmasked Estep 
Score: -12044947.000000 Penalty: 4029.137207
	Iteration 4F: 3 clusters Score -1.204495e+07 nChanged 17589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70293 members 
Mstep: Class 2 contains 171865 members 
Entering Unmasked Estep 
Score: -12056860.000000 Penalty: 4029.137207
	Iteration 5F: 3 clusters Score -1.205686e+07 nChanged 22276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 194127 members 
Entering Unmasked Estep 
Score: -12076283.000000 Penalty: 4029.137207
	Iteration 6F: 3 clusters Score -1.207628e+07 nChanged 22574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 216701 members 
Entering Unmasked Estep 
Score: -12098987.000000 Penalty: 4029.137207
	Iteration 7F: 3 clusters Score -1.209899e+07 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 232563 members 
Entering Unmasked Estep 
Score: -12115389.000000 Penalty: 4029.137207
	Iteration 8F: 3 clusters Score -1.211539e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 239407 members 
Entering Unmasked Estep 
Score: -12122149.000000 Penalty: 4029.137207
	Iteration 9Q: 3 clusters Score -1.212215e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 241366 members 
Entering Unmasked Estep 
Score: -12123940.000000 Penalty: 4029.137207
	Iteration 10Q: 3 clusters Score -1.212394e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 241819 members 
Entering Unmasked Estep 
Score: -12124392.000000 Penalty: 4029.137207
	Iteration 11Q: 3 clusters Score -1.212439e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 241927 members 
Entering Unmasked Estep 
Score: -12124506.000000 Penalty: 4029.137207
	Iteration 12Q: 3 clusters Score -1.212451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 241959 members 
Entering Unmasked Estep 
Score: -12124555.000000 Penalty: 4029.137207
	Iteration 13Q: 3 clusters Score -1.212456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 241970 members 
Entering Unmasked Estep 
Score: -12124583.000000 Penalty: 4029.137207
	Iteration 14Q: 3 clusters Score -1.212458e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 241976 members 
Entering Unmasked Estep 
Score: -12124601.000000 Penalty: 4029.137207
	Iteration 15Q: 3 clusters Score -1.21246e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 241982 members 
Entering Unmasked Estep 
Score: -12124610.000000 Penalty: 4029.137207
	Iteration 16Q: 3 clusters Score -1.212461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 241984 members 
Entering Unmasked Estep 
Score: -12124617.000000 Penalty: 4029.137207
	Iteration 17Q: 3 clusters Score -1.212462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 241986 members 
Entering Unmasked Estep 
Score: -12124620.000000 Penalty: 4029.137207
	Iteration 18Q: 3 clusters Score -1.212462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 241986 members 
Entering Unmasked Estep 
Score: -12124625.000000 Penalty: 4029.137207
	Iteration 19Q: 3 clusters Score -1.212462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 241986 members 
Entering Unmasked Estep 
Score: -12124624.000000 Penalty: 4029.137207
	Iteration 20F: 3 clusters Score -1.212462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 241985 members 
Entering Unmasked Estep 
Score: -12124622.000000 Penalty: 4029.137207
	Iteration 21Q: 3 clusters Score -1.212462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 241985 members 
Entering Unmasked Estep 
Score: -12124622.000000 Penalty: 4029.137207
	Iteration 22F: 3 clusters Score -1.212462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -109481.812500 Penalty: 1262.524048
	Iteration 0F: 2 clusters Score -109481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -107154.312500 Penalty: 2525.048096
	Iteration 0F: 3 clusters Score -107154.3 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -107640.804688 Penalty: 2525.048096
	Iteration 1F: 3 clusters Score -107640.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -107771.453125 Penalty: 2525.048096
	Iteration 2F: 3 clusters Score -107771.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -107885.484375 Penalty: 2525.048096
	Iteration 3F: 3 clusters Score -107885.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -107977.640625 Penalty: 2525.048096
	Iteration 4F: 3 clusters Score -107977.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108041.382812 Penalty: 2525.048096
	Iteration 5Q: 3 clusters Score -108041.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -108086.335938 Penalty: 2525.048096
	Iteration 6Q: 3 clusters Score -108086.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -108125.210938 Penalty: 2525.048096
	Iteration 7Q: 3 clusters Score -108125.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -108152.296875 Penalty: 2525.048096
	Iteration 8Q: 3 clusters Score -108152.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -108182.968750 Penalty: 2525.048096
	Iteration 9Q: 3 clusters Score -108183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -108210.117188 Penalty: 2525.048096
	Iteration 10Q: 3 clusters Score -108210.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -108234.312500 Penalty: 2525.048096
	Iteration 11Q: 3 clusters Score -108234.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -108252.390625 Penalty: 2525.048096
	Iteration 12Q: 3 clusters Score -108252.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -108270.117188 Penalty: 2525.048096
	Iteration 13Q: 3 clusters Score -108270.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -108283.390625 Penalty: 2525.048096
	Iteration 14Q: 3 clusters Score -108283.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -108298.390625 Penalty: 2525.048096
	Iteration 15Q: 3 clusters Score -108298.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -108312.531250 Penalty: 2525.048096
	Iteration 16Q: 3 clusters Score -108312.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -108320.640625 Penalty: 2525.048096
	Iteration 17Q: 3 clusters Score -108320.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -108326.078125 Penalty: 2525.048096
	Iteration 18Q: 3 clusters Score -108326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -108331.765625 Penalty: 2525.048096
	Iteration 19Q: 3 clusters Score -108331.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -108334.101562 Penalty: 2525.048096
	Iteration 20F: 3 clusters Score -108334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108337.351562 Penalty: 2525.048096
	Iteration 21Q: 3 clusters Score -108337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108340.914062 Penalty: 2525.048096
	Iteration 22Q: 3 clusters Score -108340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -108344.210938 Penalty: 2525.048096
	Iteration 23Q: 3 clusters Score -108344.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108349.367188 Penalty: 2525.048096
	Iteration 24Q: 3 clusters Score -108349.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -108351.843750 Penalty: 2525.048096
	Iteration 25Q: 3 clusters Score -108351.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -108354.031250 Penalty: 2525.048096
	Iteration 26Q: 3 clusters Score -108354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -108356.109375 Penalty: 2525.048096
	Iteration 27Q: 3 clusters Score -108356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -108356.406250 Penalty: 2525.048096
	Iteration 28Q: 3 clusters Score -108356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -108357.226562 Penalty: 2525.048096
	Iteration 29Q: 3 clusters Score -108357.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -108359.179688 Penalty: 2525.048096
	Iteration 30Q: 3 clusters Score -108359.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -108360.695312 Penalty: 2525.048096
	Iteration 31Q: 3 clusters Score -108360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -108360.695312 Penalty: 2525.048096
	Iteration 32F: 3 clusters Score -108360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -48332.722656 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -48332.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -46906.835938 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -46906.84 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -47158.968750 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -47158.97 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47248.542969 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -47248.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47278.644531 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -47278.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -47302.457031 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -47302.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -47330.628906 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -47330.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -47351.324219 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -47351.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -47369.187500 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -47369.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -47378.171875 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -47378.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -47383.410156 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -47383.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47389.699219 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -47389.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47399.953125 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -47399.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47404.824219 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -47404.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47408.199219 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -47408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -47410.343750 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -47410.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -47411.429688 Penalty: 2240.108398
	Iteration 15Q: 3 clusters Score -47411.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -47412.015625 Penalty: 2240.108398
	Iteration 16Q: 3 clusters Score -47412.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -47412.015625 Penalty: 2240.108398
	Iteration 17F: 3 clusters Score -47412.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Entering Unmasked Estep 
Score: -3151316.500000 Penalty: 1797.358398
	Iteration 0F: 2 clusters Score -3151316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -3108907.500000 Penalty: 3594.716797
	Iteration 0F: 3 clusters Score -3108908 nChanged 30014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3126045.750000 Penalty: 3594.716797
	Iteration 1F: 3 clusters Score -3126046 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3126839.500000 Penalty: 3594.716797
	Iteration 2Q: 3 clusters Score -3126840 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -3127799.750000 Penalty: 3594.716797
	Iteration 3Q: 3 clusters Score -3127800 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -3128948.250000 Penalty: 3594.716797
	Iteration 4Q: 3 clusters Score -3128948 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -3130242.250000 Penalty: 3594.716797
	Iteration 5Q: 3 clusters Score -3130242 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3131748.000000 Penalty: 3594.716797
	Iteration 6F: 3 clusters Score -3131748 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3133516.000000 Penalty: 3594.716797
	Iteration 7F: 3 clusters Score -3133516 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3135425.500000 Penalty: 3594.716797
	Iteration 8F: 3 clusters Score -3135426 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3137347.250000 Penalty: 3594.716797
	Iteration 9F: 3 clusters Score -3137347 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -3139123.500000 Penalty: 3594.716797
	Iteration 10Q: 3 clusters Score -3139124 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3140606.750000 Penalty: 3594.716797
	Iteration 11Q: 3 clusters Score -3140607 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3141509.750000 Penalty: 3594.716797
	Iteration 12Q: 3 clusters Score -3141510 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -3142076.250000 Penalty: 3594.716797
	Iteration 13Q: 3 clusters Score -3142076 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3142439.750000 Penalty: 3594.716797
	Iteration 14Q: 3 clusters Score -3142440 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3142757.250000 Penalty: 3594.716797
	Iteration 15Q: 3 clusters Score -3142757 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3143131.250000 Penalty: 3594.716797
	Iteration 16Q: 3 clusters Score -3143131 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3143509.500000 Penalty: 3594.716797
	Iteration 17Q: 3 clusters Score -3143510 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3143958.750000 Penalty: 3594.716797
	Iteration 18Q: 3 clusters Score -3143959 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -3144428.250000 Penalty: 3594.716797
	Iteration 19Q: 3 clusters Score -3144428 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -3144928.250000 Penalty: 3594.716797
	Iteration 20F: 3 clusters Score -3144928 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3145450.750000 Penalty: 3594.716797
	Iteration 21Q: 3 clusters Score -3145451 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3146078.000000 Penalty: 3594.716797
	Iteration 22Q: 3 clusters Score -3146078 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3146655.250000 Penalty: 3594.716797
	Iteration 23Q: 3 clusters Score -3146655 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3147257.250000 Penalty: 3594.716797
	Iteration 24Q: 3 clusters Score -3147257 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -3147858.750000 Penalty: 3594.716797
	Iteration 25Q: 3 clusters Score -3147859 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3148379.500000 Penalty: 3594.716797
	Iteration 26Q: 3 clusters Score -3148380 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3148853.000000 Penalty: 3594.716797
	Iteration 27Q: 3 clusters Score -3148853 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58874 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3149220.500000 Penalty: 3594.716797
	Iteration 28Q: 3 clusters Score -3149220 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59475 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3149504.000000 Penalty: 3594.716797
	Iteration 29Q: 3 clusters Score -3149504 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59971 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3149721.500000 Penalty: 3594.716797
	Iteration 30Q: 3 clusters Score -3149722 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60362 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3149878.000000 Penalty: 3594.716797
	Iteration 31Q: 3 clusters Score -3149878 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3150018.000000 Penalty: 3594.716797
	Iteration 32Q: 3 clusters Score -3150018 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3150145.750000 Penalty: 3594.716797
	Iteration 33Q: 3 clusters Score -3150146 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3150289.250000 Penalty: 3594.716797
	Iteration 34Q: 3 clusters Score -3150289 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3150459.250000 Penalty: 3594.716797
	Iteration 35Q: 3 clusters Score -3150459 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3150590.250000 Penalty: 3594.716797
	Iteration 36Q: 3 clusters Score -3150590 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61620 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3150721.250000 Penalty: 3594.716797
	Iteration 37Q: 3 clusters Score -3150721 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3150782.000000 Penalty: 3594.716797
	Iteration 38Q: 3 clusters Score -3150782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3150814.750000 Penalty: 3594.716797
	Iteration 39Q: 3 clusters Score -3150815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3150826.750000 Penalty: 3594.716797
	Iteration 40F: 3 clusters Score -3150827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3150837.500000 Penalty: 3594.716797
	Iteration 41Q: 3 clusters Score -3150838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3150842.500000 Penalty: 3594.716797
	Iteration 42Q: 3 clusters Score -3150842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3150843.500000 Penalty: 3594.716797
	Iteration 43Q: 3 clusters Score -3150844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3150849.250000 Penalty: 3594.716797
	Iteration 44Q: 3 clusters Score -3150849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61769 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3150848.000000 Penalty: 3594.716797
	Iteration 45Q: 3 clusters Score -3150848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3150850.000000 Penalty: 3594.716797
	Iteration 46Q: 3 clusters Score -3150850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3150847.500000 Penalty: 3594.716797
	Iteration 47Q: 3 clusters Score -3150848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61773 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3150845.000000 Penalty: 3594.716797
	Iteration 48Q: 3 clusters Score -3150845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3150851.250000 Penalty: 3594.716797
	Iteration 49Q: 3 clusters Score -3150851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3150847.250000 Penalty: 3594.716797
	Iteration 50Q: 3 clusters Score -3150847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3150847.250000 Penalty: 3594.716797
	Iteration 51F: 3 clusters Score -3150847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Entering Unmasked Estep 
Score: -1054057.500000 Penalty: 1626.735718
	Iteration 0F: 2 clusters Score -1054058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1038986.375000 Penalty: 3253.471436
	Iteration 0F: 3 clusters Score -1038986 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1044485.187500 Penalty: 3253.471436
	Iteration 1F: 3 clusters Score -1044485 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1044906.437500 Penalty: 3253.471436
	Iteration 2Q: 3 clusters Score -1044906 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1045356.562500 Penalty: 3253.471436
	Iteration 3Q: 3 clusters Score -1045357 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1045820.062500 Penalty: 3253.471436
	Iteration 4Q: 3 clusters Score -1045820 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1046383.187500 Penalty: 3253.471436
	Iteration 5Q: 3 clusters Score -1046383 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1047074.875000 Penalty: 3253.471436
	Iteration 6F: 3 clusters Score -1047075 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -1047931.125000 Penalty: 3253.471436
	Iteration 7F: 3 clusters Score -1047931 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1048822.250000 Penalty: 3253.471436
	Iteration 8F: 3 clusters Score -1048822 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1049711.750000 Penalty: 3253.471436
	Iteration 9Q: 3 clusters Score -1049712 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -1050510.500000 Penalty: 3253.471436
	Iteration 10Q: 3 clusters Score -1050510 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -1051091.500000 Penalty: 3253.471436
	Iteration 11Q: 3 clusters Score -1051092 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -1051542.750000 Penalty: 3253.471436
	Iteration 12Q: 3 clusters Score -1051543 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -1051889.125000 Penalty: 3253.471436
	Iteration 13Q: 3 clusters Score -1051889 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -1052160.125000 Penalty: 3253.471436
	Iteration 14Q: 3 clusters Score -1052160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -1052308.125000 Penalty: 3253.471436
	Iteration 15Q: 3 clusters Score -1052308 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -1052401.750000 Penalty: 3253.471436
	Iteration 16Q: 3 clusters Score -1052402 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -1052472.000000 Penalty: 3253.471436
	Iteration 17Q: 3 clusters Score -1052472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -1052531.250000 Penalty: 3253.471436
	Iteration 18Q: 3 clusters Score -1052531 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -1052576.375000 Penalty: 3253.471436
	Iteration 19Q: 3 clusters Score -1052576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -1052607.875000 Penalty: 3253.471436
	Iteration 20F: 3 clusters Score -1052608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -1052635.625000 Penalty: 3253.471436
	Iteration 21Q: 3 clusters Score -1052636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -1052654.125000 Penalty: 3253.471436
	Iteration 22Q: 3 clusters Score -1052654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -1052669.625000 Penalty: 3253.471436
	Iteration 23Q: 3 clusters Score -1052670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -1052679.500000 Penalty: 3253.471436
	Iteration 24Q: 3 clusters Score -1052680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -1052683.125000 Penalty: 3253.471436
	Iteration 25Q: 3 clusters Score -1052683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -1052688.625000 Penalty: 3253.471436
	Iteration 26Q: 3 clusters Score -1052689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -1052692.000000 Penalty: 3253.471436
	Iteration 27Q: 3 clusters Score -1052692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -1052693.875000 Penalty: 3253.471436
	Iteration 28Q: 3 clusters Score -1052694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -1052696.875000 Penalty: 3253.471436
	Iteration 29Q: 3 clusters Score -1052697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -1052699.625000 Penalty: 3253.471436
	Iteration 30Q: 3 clusters Score -1052700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -1052700.375000 Penalty: 3253.471436
	Iteration 31Q: 3 clusters Score -1052700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -1052703.625000 Penalty: 3253.471436
	Iteration 32Q: 3 clusters Score -1052704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -1052704.625000 Penalty: 3253.471436
	Iteration 33Q: 3 clusters Score -1052705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -1052705.375000 Penalty: 3253.471436
	Iteration 34Q: 3 clusters Score -1052705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -1052705.375000 Penalty: 3253.471436
	Iteration 35F: 3 clusters Score -1052705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Entering Unmasked Estep 
Score: -487021.375000 Penalty: 1496.208496
	Iteration 0F: 2 clusters Score -487021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -479898.812500 Penalty: 2992.416992
	Iteration 0F: 3 clusters Score -479898.8 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -482632.500000 Penalty: 2992.416992
	Iteration 1F: 3 clusters Score -482632.5 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -483285.468750 Penalty: 2992.416992
	Iteration 2F: 3 clusters Score -483285.5 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -483953.625000 Penalty: 2992.416992
	Iteration 3F: 3 clusters Score -483953.6 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -484656.937500 Penalty: 2992.416992
	Iteration 4F: 3 clusters Score -484656.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -485373.062500 Penalty: 2992.416992
	Iteration 5F: 3 clusters Score -485373.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -485891.937500 Penalty: 2992.416992
	Iteration 6F: 3 clusters Score -485891.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -486109.968750 Penalty: 2992.416992
	Iteration 7Q: 3 clusters Score -486110 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -486186.812500 Penalty: 2992.416992
	Iteration 8Q: 3 clusters Score -486186.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -486222.531250 Penalty: 2992.416992
	Iteration 9Q: 3 clusters Score -486222.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -486240.937500 Penalty: 2992.416992
	Iteration 10Q: 3 clusters Score -486240.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -486257.031250 Penalty: 2992.416992
	Iteration 11Q: 3 clusters Score -486257 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -486266.562500 Penalty: 2992.416992
	Iteration 12Q: 3 clusters Score -486266.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -486271.781250 Penalty: 2992.416992
	Iteration 13Q: 3 clusters Score -486271.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -486272.843750 Penalty: 2992.416992
	Iteration 14Q: 3 clusters Score -486272.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -486275.656250 Penalty: 2992.416992
	Iteration 15Q: 3 clusters Score -486275.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -486277.156250 Penalty: 2992.416992
	Iteration 16Q: 3 clusters Score -486277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -486277.937500 Penalty: 2992.416992
	Iteration 17Q: 3 clusters Score -486277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -486278.281250 Penalty: 2992.416992
	Iteration 18Q: 3 clusters Score -486278.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -486279.375000 Penalty: 2992.416992
	Iteration 19Q: 3 clusters Score -486279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -486280.625000 Penalty: 2992.416992
	Iteration 20F: 3 clusters Score -486280.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -486280.593750 Penalty: 2992.416992
	Iteration 21Q: 3 clusters Score -486280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -486281.562500 Penalty: 2992.416992
	Iteration 22Q: 3 clusters Score -486281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -486281.562500 Penalty: 2992.416992
	Iteration 23F: 3 clusters Score -486281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36956 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107869 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242158 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22263 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177878.000000 Penalty: 34528.855469
Iteration 239Q: 17 clusters Score -2.817788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107866 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242160 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22262 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177884.000000 Penalty: 34528.855469
Iteration 240F: 17 clusters Score -2.817788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36964 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107862 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242161 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63619 members 
Mstep: Class 20 contains 22260 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177884.000000 Penalty: 34528.855469
Iteration 241Q: 17 clusters Score -2.817788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36969 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107856 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242165 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63618 members 
Mstep: Class 20 contains 22258 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177892.000000 Penalty: 34528.855469
Iteration 242Q: 17 clusters Score -2.817789e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36972 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107852 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242167 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63618 members 
Mstep: Class 20 contains 22257 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177880.000000 Penalty: 34528.855469
Iteration 243Q: 17 clusters Score -2.817788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42977 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36973 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107849 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242169 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63618 members 
Mstep: Class 20 contains 22256 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177882.000000 Penalty: 34528.855469
Iteration 244Q: 17 clusters Score -2.817788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42977 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36973 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107848 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242170 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63618 members 
Mstep: Class 20 contains 22256 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177884.000000 Penalty: 34528.855469
Iteration 245Q: 17 clusters Score -2.817788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42977 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36974 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107844 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242173 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63618 members 
Mstep: Class 20 contains 22256 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177896.000000 Penalty: 34528.855469
Iteration 246Q: 17 clusters Score -2.81779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42977 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36974 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107843 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242174 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63618 members 
Mstep: Class 20 contains 22256 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177896.000000 Penalty: 34528.855469
Iteration 247Q: 17 clusters Score -2.81779e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 42977 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36974 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107843 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242174 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63618 members 
Mstep: Class 20 contains 22256 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177896.000000 Penalty: 34528.855469
Iteration 248F: 17 clusters Score -2.81779e+07 nChanged 0
Entering ConstructFrom: 
Score: -28177896.000000 Penalty: 34528.855469
Entering ConstructFrom: 
Trying to split cluster 1 (6129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Entering Unmasked Estep 
Score: -286376.593750 Penalty: 1417.127930
	Iteration 0F: 2 clusters Score -286376.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -281686.093750 Penalty: 2834.255859
	Iteration 0F: 3 clusters Score -281686.1 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -283028.812500 Penalty: 2834.255859
	Iteration 1F: 3 clusters Score -283028.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -283320.062500 Penalty: 2834.255859
	Iteration 2F: 3 clusters Score -283320.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -283689.406250 Penalty: 2834.255859
	Iteration 3F: 3 clusters Score -283689.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -284056.156250 Penalty: 2834.255859
	Iteration 4F: 3 clusters Score -284056.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -284352.656250 Penalty: 2834.255859
	Iteration 5F: 3 clusters Score -284352.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -284623.843750 Penalty: 2834.255859
	Iteration 6F: 3 clusters Score -284623.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -284850.281250 Penalty: 2834.255859
	Iteration 7F: 3 clusters Score -284850.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -285011.968750 Penalty: 2834.255859
	Iteration 8Q: 3 clusters Score -285012 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -285130.781250 Penalty: 2834.255859
	Iteration 9Q: 3 clusters Score -285130.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -285208.625000 Penalty: 2834.255859
	Iteration 10Q: 3 clusters Score -285208.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -285253.687500 Penalty: 2834.255859
	Iteration 11Q: 3 clusters Score -285253.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -285282.875000 Penalty: 2834.255859
	Iteration 12Q: 3 clusters Score -285282.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -285306.375000 Penalty: 2834.255859
	Iteration 13Q: 3 clusters Score -285306.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -285317.625000 Penalty: 2834.255859
	Iteration 14Q: 3 clusters Score -285317.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -285325.968750 Penalty: 2834.255859
	Iteration 15Q: 3 clusters Score -285326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -285333.812500 Penalty: 2834.255859
	Iteration 16Q: 3 clusters Score -285333.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -285336.812500 Penalty: 2834.255859
	Iteration 17Q: 3 clusters Score -285336.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -285339.593750 Penalty: 2834.255859
	Iteration 18Q: 3 clusters Score -285339.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -285342.250000 Penalty: 2834.255859
	Iteration 19Q: 3 clusters Score -285342.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -285346.250000 Penalty: 2834.255859
	Iteration 20F: 3 clusters Score -285346.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -285349.812500 Penalty: 2834.255859
	Iteration 21Q: 3 clusters Score -285349.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -285356.062500 Penalty: 2834.255859
	Iteration 22Q: 3 clusters Score -285356.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -285362.812500 Penalty: 2834.255859
	Iteration 23Q: 3 clusters Score -285362.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -285367.781250 Penalty: 2834.255859
	Iteration 24Q: 3 clusters Score -285367.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -285370.656250 Penalty: 2834.255859
	Iteration 25Q: 3 clusters Score -285370.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -285373.968750 Penalty: 2834.255859
	Iteration 26Q: 3 clusters Score -285374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -285376.156250 Penalty: 2834.255859
	Iteration 27Q: 3 clusters Score -285376.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -285379.031250 Penalty: 2834.255859
	Iteration 28Q: 3 clusters Score -285379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -285382.437500 Penalty: 2834.255859
	Iteration 29Q: 3 clusters Score -285382.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -285385.968750 Penalty: 2834.255859
	Iteration 30Q: 3 clusters Score -285386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -285387.750000 Penalty: 2834.255859
	Iteration 31Q: 3 clusters Score -285387.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -285389.031250 Penalty: 2834.255859
	Iteration 32Q: 3 clusters Score -285389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -285390.000000 Penalty: 2834.255859
	Iteration 33Q: 3 clusters Score -285390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -285391.156250 Penalty: 2834.255859
	Iteration 34Q: 3 clusters Score -285391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -285392.312500 Penalty: 2834.255859
	Iteration 35Q: 3 clusters Score -285392.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -285394.750000 Penalty: 2834.255859
	Iteration 36Q: 3 clusters Score -285394.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -285397.687500 Penalty: 2834.255859
	Iteration 37Q: 3 clusters Score -285397.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -285400.250000 Penalty: 2834.255859
	Iteration 38Q: 3 clusters Score -285400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -285402.062500 Penalty: 2834.255859
	Iteration 39Q: 3 clusters Score -285402.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -285404.093750 Penalty: 2834.255859
	Iteration 40F: 3 clusters Score -285404.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -285406.750000 Penalty: 2834.255859
	Iteration 41Q: 3 clusters Score -285406.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -285408.218750 Penalty: 2834.255859
	Iteration 42Q: 3 clusters Score -285408.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -285410.156250 Penalty: 2834.255859
	Iteration 43Q: 3 clusters Score -285410.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -285413.781250 Penalty: 2834.255859
	Iteration 44Q: 3 clusters Score -285413.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -285416.625000 Penalty: 2834.255859
	Iteration 45Q: 3 clusters Score -285416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -285418.875000 Penalty: 2834.255859
	Iteration 46Q: 3 clusters Score -285418.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -285421.125000 Penalty: 2834.255859
	Iteration 47Q: 3 clusters Score -285421.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -285424.156250 Penalty: 2834.255859
	Iteration 48Q: 3 clusters Score -285424.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -285424.875000 Penalty: 2834.255859
	Iteration 49Q: 3 clusters Score -285424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -285425.562500 Penalty: 2834.255859
	Iteration 50Q: 3 clusters Score -285425.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -285427.593750 Penalty: 2834.255859
	Iteration 51Q: 3 clusters Score -285427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -285428.187500 Penalty: 2834.255859
	Iteration 52Q: 3 clusters Score -285428.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -285428.531250 Penalty: 2834.255859
	Iteration 53Q: 3 clusters Score -285428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -285428.968750 Penalty: 2834.255859
	Iteration 54Q: 3 clusters Score -285429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -285429.406250 Penalty: 2834.255859
	Iteration 55Q: 3 clusters Score -285429.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -285429.406250 Penalty: 2834.255859
	Iteration 56F: 3 clusters Score -285429.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -54267.082031 Penalty: 1172.715332
	Iteration 0F: 2 clusters Score -54267.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -52628.789062 Penalty: 2345.430664
	Iteration 0F: 3 clusters Score -52628.79 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -53186.625000 Penalty: 2345.430664
	Iteration 1F: 3 clusters Score -53186.62 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -53513.496094 Penalty: 2345.430664
	Iteration 2F: 3 clusters Score -53513.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -53800.046875 Penalty: 2345.430664
	Iteration 3F: 3 clusters Score -53800.05 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -54029.523438 Penalty: 2345.430664
	Iteration 4F: 3 clusters Score -54029.52 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -54169.320312 Penalty: 2345.430664
	Iteration 5F: 3 clusters Score -54169.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -54242.371094 Penalty: 2345.430664
	Iteration 6Q: 3 clusters Score -54242.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -54285.308594 Penalty: 2345.430664
	Iteration 7Q: 3 clusters Score -54285.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -54301.781250 Penalty: 2345.430664
	Iteration 8Q: 3 clusters Score -54301.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -54310.785156 Penalty: 2345.430664
	Iteration 9Q: 3 clusters Score -54310.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -54312.316406 Penalty: 2345.430664
	Iteration 10Q: 3 clusters Score -54312.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54314.199219 Penalty: 2345.430664
	Iteration 11Q: 3 clusters Score -54314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -54317.632812 Penalty: 2345.430664
	Iteration 12Q: 3 clusters Score -54317.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -54319.707031 Penalty: 2345.430664
	Iteration 13Q: 3 clusters Score -54319.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -54320.871094 Penalty: 2345.430664
	Iteration 14Q: 3 clusters Score -54320.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -54321.496094 Penalty: 2345.430664
	Iteration 15Q: 3 clusters Score -54321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -54322.238281 Penalty: 2345.430664
	Iteration 16Q: 3 clusters Score -54322.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -54322.238281 Penalty: 2345.430664
	Iteration 17F: 3 clusters Score -54322.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 814 members 
Mstep: Class 3 contains 42977 members 
Mstep: Class 4 contains 5995 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 13831 members 
Mstep: Class 7 contains 36974 members 
Mstep: Class 8 contains 594 members 
Mstep: Class 9 contains 107843 members 
Mstep: Class 10 contains 7443 members 
Mstep: Class 11 contains 242174 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 548 members 
Mstep: Class 14 contains 985 members 
Mstep: Class 19 contains 63618 members 
Mstep: Class 20 contains 22256 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
Score: -28177030.000000 Penalty: 36686.906250
Splitting cluster 2 changes total score from -28177896.000000 to -28177030.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (42977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Entering Unmasked Estep 
Score: -2156856.250000 Penalty: 1733.618408
	Iteration 0F: 2 clusters Score -2156856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2127920.000000 Penalty: 3467.236816
	Iteration 0F: 3 clusters Score -2127920 nChanged 20262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2139508.750000 Penalty: 3467.236816
	Iteration 1F: 3 clusters Score -2139509 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2140059.500000 Penalty: 3467.236816
	Iteration 2Q: 3 clusters Score -2140060 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2140764.250000 Penalty: 3467.236816
	Iteration 3Q: 3 clusters Score -2140764 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -2141596.500000 Penalty: 3467.236816
	Iteration 4Q: 3 clusters Score -2141596 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2142737.500000 Penalty: 3467.236816
	Iteration 5F: 3 clusters Score -2142738 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2144155.000000 Penalty: 3467.236816
	Iteration 6F: 3 clusters Score -2144155 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2145779.000000 Penalty: 3467.236816
	Iteration 7F: 3 clusters Score -2145779 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2147545.250000 Penalty: 3467.236816
	Iteration 8F: 3 clusters Score -2147545 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2149332.250000 Penalty: 3467.236816
	Iteration 9F: 3 clusters Score -2149332 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -2150788.000000 Penalty: 3467.236816
	Iteration 10Q: 3 clusters Score -2150788 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2151604.500000 Penalty: 3467.236816
	Iteration 11Q: 3 clusters Score -2151604 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2151991.250000 Penalty: 3467.236816
	Iteration 12Q: 3 clusters Score -2151991 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2152247.000000 Penalty: 3467.236816
	Iteration 13Q: 3 clusters Score -2152247 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2152445.750000 Penalty: 3467.236816
	Iteration 14Q: 3 clusters Score -2152446 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2152604.500000 Penalty: 3467.236816
	Iteration 15Q: 3 clusters Score -2152604 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2152726.250000 Penalty: 3467.236816
	Iteration 16Q: 3 clusters Score -2152726 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2152848.750000 Penalty: 3467.236816
	Iteration 17Q: 3 clusters Score -2152849 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2152937.750000 Penalty: 3467.236816
	Iteration 18Q: 3 clusters Score -2152938 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2153021.000000 Penalty: 3467.236816
	Iteration 19Q: 3 clusters Score -2153021 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2153089.750000 Penalty: 3467.236816
	Iteration 20F: 3 clusters Score -2153090 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2153168.000000 Penalty: 3467.236816
	Iteration 21Q: 3 clusters Score -2153168 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2153231.750000 Penalty: 3467.236816
	Iteration 22Q: 3 clusters Score -2153232 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2153332.500000 Penalty: 3467.236816
	Iteration 23Q: 3 clusters Score -2153332 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2153411.500000 Penalty: 3467.236816
	Iteration 24Q: 3 clusters Score -2153412 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2153512.500000 Penalty: 3467.236816
	Iteration 25Q: 3 clusters Score -2153512 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2153609.000000 Penalty: 3467.236816
	Iteration 26Q: 3 clusters Score -2153609 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2153699.500000 Penalty: 3467.236816
	Iteration 27Q: 3 clusters Score -2153700 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2153792.250000 Penalty: 3467.236816
	Iteration 28Q: 3 clusters Score -2153792 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2153885.750000 Penalty: 3467.236816
	Iteration 29Q: 3 clusters Score -2153886 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2153948.250000 Penalty: 3467.236816
	Iteration 30Q: 3 clusters Score -2153948 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2154016.250000 Penalty: 3467.236816
	Iteration 31Q: 3 clusters Score -2154016 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2154081.750000 Penalty: 3467.236816
	Iteration 32Q: 3 clusters Score -2154082 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -2154153.250000 Penalty: 3467.236816
	Iteration 33Q: 3 clusters Score -2154153 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2154231.500000 Penalty: 3467.236816
	Iteration 34Q: 3 clusters Score -2154232 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2154307.750000 Penalty: 3467.236816
	Iteration 35Q: 3 clusters Score -2154308 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2154399.750000 Penalty: 3467.236816
	Iteration 36Q: 3 clusters Score -2154400 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2154487.250000 Penalty: 3467.236816
	Iteration 37Q: 3 clusters Score -2154487 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2154550.000000 Penalty: 3467.236816
	Iteration 38Q: 3 clusters Score -2154550 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -2154614.750000 Penalty: 3467.236816
	Iteration 39Q: 3 clusters Score -2154615 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2154668.500000 Penalty: 3467.236816
	Iteration 40F: 3 clusters Score -2154668 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2154730.750000 Penalty: 3467.236816
	Iteration 41Q: 3 clusters Score -2154731 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2154799.500000 Penalty: 3467.236816
	Iteration 42Q: 3 clusters Score -2154800 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2154854.750000 Penalty: 3467.236816
	Iteration 43Q: 3 clusters Score -2154855 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2154922.500000 Penalty: 3467.236816
	Iteration 44Q: 3 clusters Score -2154922 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2154997.000000 Penalty: 3467.236816
	Iteration 45Q: 3 clusters Score -2154997 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2155075.750000 Penalty: 3467.236816
	Iteration 46Q: 3 clusters Score -2155076 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2155160.500000 Penalty: 3467.236816
	Iteration 47Q: 3 clusters Score -2155160 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2155224.250000 Penalty: 3467.236816
	Iteration 48Q: 3 clusters Score -2155224 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2155271.000000 Penalty: 3467.236816
	Iteration 49Q: 3 clusters Score -2155271 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2155318.750000 Penalty: 3467.236816
	Iteration 50Q: 3 clusters Score -2155319 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2155379.250000 Penalty: 3467.236816
	Iteration 51Q: 3 clusters Score -2155379 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2155409.000000 Penalty: 3467.236816
	Iteration 52Q: 3 clusters Score -2155409 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2155436.500000 Penalty: 3467.236816
	Iteration 53Q: 3 clusters Score -2155436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2155482.500000 Penalty: 3467.236816
	Iteration 54Q: 3 clusters Score -2155482 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2155515.750000 Penalty: 3467.236816
	Iteration 55Q: 3 clusters Score -2155516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2155543.250000 Penalty: 3467.236816
	Iteration 56Q: 3 clusters Score -2155543 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2155572.750000 Penalty: 3467.236816
	Iteration 57Q: 3 clusters Score -2155573 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2155598.750000 Penalty: 3467.236816
	Iteration 58Q: 3 clusters Score -2155599 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2155625.750000 Penalty: 3467.236816
	Iteration 59Q: 3 clusters Score -2155626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2155653.750000 Penalty: 3467.236816
	Iteration 60F: 3 clusters Score -2155654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2155676.250000 Penalty: 3467.236816
	Iteration 61Q: 3 clusters Score -2155676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2155687.750000 Penalty: 3467.236816
	Iteration 62Q: 3 clusters Score -2155688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2155695.750000 Penalty: 3467.236816
	Iteration 63Q: 3 clusters Score -2155696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2155706.250000 Penalty: 3467.236816
	Iteration 64Q: 3 clusters Score -2155706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2155709.000000 Penalty: 3467.236816
	Iteration 65Q: 3 clusters Score -2155709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2155715.250000 Penalty: 3467.236816
	Iteration 66Q: 3 clusters Score -2155715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2155717.750000 Penalty: 3467.236816
	Iteration 67Q: 3 clusters Score -2155718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2155722.750000 Penalty: 3467.236816
	Iteration 68Q: 3 clusters Score -2155723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2155724.750000 Penalty: 3467.236816
	Iteration 69Q: 3 clusters Score -2155725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2155725.250000 Penalty: 3467.236816
	Iteration 70Q: 3 clusters Score -2155725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2155726.750000 Penalty: 3467.236816
	Iteration 71Q: 3 clusters Score -2155727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2155725.000000 Penalty: 3467.236816
	Iteration 72Q: 3 clusters Score -2155725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2155728.750000 Penalty: 3467.236816
	Iteration 73Q: 3 clusters Score -2155729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2155726.000000 Penalty: 3467.236816
	Iteration 74Q: 3 clusters Score -2155726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2155728.750000 Penalty: 3467.236816
	Iteration 75Q: 3 clusters Score -2155729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2155728.750000 Penalty: 3467.236816
	Iteration 76Q: 3 clusters Score -2155729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2155730.500000 Penalty: 3467.236816
	Iteration 77Q: 3 clusters Score -2155730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2155730.000000 Penalty: 3467.236816
	Iteration 78Q: 3 clusters Score -2155730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2155727.750000 Penalty: 3467.236816
	Iteration 79Q: 3 clusters Score -2155728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2155727.500000 Penalty: 3467.236816
	Iteration 80F: 3 clusters Score -2155728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Entering Unmasked Estep 
Score: -269689.750000 Penalty: 1413.535645
	Iteration 0F: 2 clusters Score -269689.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -265020.218750 Penalty: 2827.071289
	Iteration 0F: 3 clusters Score -265020.2 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -266432.156250 Penalty: 2827.071289
	Iteration 1F: 3 clusters Score -266432.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -266692.750000 Penalty: 2827.071289
	Iteration 2F: 3 clusters Score -266692.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -266861.093750 Penalty: 2827.071289
	Iteration 3F: 3 clusters Score -266861.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -267003.625000 Penalty: 2827.071289
	Iteration 4Q: 3 clusters Score -267003.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -267116.750000 Penalty: 2827.071289
	Iteration 5Q: 3 clusters Score -267116.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -267218.843750 Penalty: 2827.071289
	Iteration 6Q: 3 clusters Score -267218.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -267324.625000 Penalty: 2827.071289
	Iteration 7Q: 3 clusters Score -267324.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -267432.968750 Penalty: 2827.071289
	Iteration 8Q: 3 clusters Score -267433 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -267558.937500 Penalty: 2827.071289
	Iteration 9Q: 3 clusters Score -267558.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -267721.968750 Penalty: 2827.071289
	Iteration 10Q: 3 clusters Score -267722 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -267944.656250 Penalty: 2827.071289
	Iteration 11Q: 3 clusters Score -267944.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -268254.437500 Penalty: 2827.071289
	Iteration 12Q: 3 clusters Score -268254.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -268661.812500 Penalty: 2827.071289
	Iteration 13Q: 3 clusters Score -268661.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -268901.593750 Penalty: 2827.071289
	Iteration 14Q: 3 clusters Score -268901.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -269059.343750 Penalty: 2827.071289
	Iteration 15Q: 3 clusters Score -269059.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -269141.312500 Penalty: 2827.071289
	Iteration 16Q: 3 clusters Score -269141.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -269212.187500 Penalty: 2827.071289
	Iteration 17Q: 3 clusters Score -269212.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -269266.812500 Penalty: 2827.071289
	Iteration 18Q: 3 clusters Score -269266.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -269320.500000 Penalty: 2827.071289
	Iteration 19Q: 3 clusters Score -269320.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -269361.437500 Penalty: 2827.071289
	Iteration 20F: 3 clusters Score -269361.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -269401.250000 Penalty: 2827.071289
	Iteration 21Q: 3 clusters Score -269401.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -269441.500000 Penalty: 2827.071289
	Iteration 22Q: 3 clusters Score -269441.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -269466.781250 Penalty: 2827.071289
	Iteration 23Q: 3 clusters Score -269466.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -269480.031250 Penalty: 2827.071289
	Iteration 24Q: 3 clusters Score -269480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -269490.781250 Penalty: 2827.071289
	Iteration 25Q: 3 clusters Score -269490.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -269497.218750 Penalty: 2827.071289
	Iteration 26Q: 3 clusters Score -269497.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -269502.343750 Penalty: 2827.071289
	Iteration 27Q: 3 clusters Score -269502.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -269505.750000 Penalty: 2827.071289
	Iteration 28Q: 3 clusters Score -269505.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -269507.718750 Penalty: 2827.071289
	Iteration 29Q: 3 clusters Score -269507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -269508.187500 Penalty: 2827.071289
	Iteration 30Q: 3 clusters Score -269508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -269508.812500 Penalty: 2827.071289
	Iteration 31Q: 3 clusters Score -269508.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -269509.562500 Penalty: 2827.071289
	Iteration 32Q: 3 clusters Score -269509.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -269510.625000 Penalty: 2827.071289
	Iteration 33Q: 3 clusters Score -269510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -269510.750000 Penalty: 2827.071289
	Iteration 34Q: 3 clusters Score -269510.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -269512.375000 Penalty: 2827.071289
	Iteration 35Q: 3 clusters Score -269512.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -269513.000000 Penalty: 2827.071289
	Iteration 36Q: 3 clusters Score -269513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -269513.000000 Penalty: 2827.071289
	Iteration 37Q: 3 clusters Score -269513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -269513.000000 Penalty: 2827.071289
	Iteration 38F: 3 clusters Score -269513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Entering Unmasked Estep 
Score: -1060762.125000 Penalty: 1617.577515
	Iteration 0F: 2 clusters Score -1060762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1046402.812500 Penalty: 3235.155029
	Iteration 0F: 3 clusters Score -1046403 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1051610.375000 Penalty: 3235.155029
	Iteration 1F: 3 clusters Score -1051610 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1051916.500000 Penalty: 3235.155029
	Iteration 2Q: 3 clusters Score -1051916 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1052186.125000 Penalty: 3235.155029
	Iteration 3Q: 3 clusters Score -1052186 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1052468.875000 Penalty: 3235.155029
	Iteration 4Q: 3 clusters Score -1052469 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1052793.250000 Penalty: 3235.155029
	Iteration 5Q: 3 clusters Score -1052793 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1053191.125000 Penalty: 3235.155029
	Iteration 6Q: 3 clusters Score -1053191 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1053799.875000 Penalty: 3235.155029
	Iteration 7Q: 3 clusters Score -1053800 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1054585.375000 Penalty: 3235.155029
	Iteration 8F: 3 clusters Score -1054585 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -1055515.625000 Penalty: 3235.155029
	Iteration 9F: 3 clusters Score -1055516 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1056387.875000 Penalty: 3235.155029
	Iteration 10F: 3 clusters Score -1056388 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -1057170.625000 Penalty: 3235.155029
	Iteration 11Q: 3 clusters Score -1057171 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -1057708.000000 Penalty: 3235.155029
	Iteration 12Q: 3 clusters Score -1057708 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -1058046.375000 Penalty: 3235.155029
	Iteration 13Q: 3 clusters Score -1058046 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -1058264.125000 Penalty: 3235.155029
	Iteration 14Q: 3 clusters Score -1058264 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1058438.750000 Penalty: 3235.155029
	Iteration 15Q: 3 clusters Score -1058439 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -1058624.875000 Penalty: 3235.155029
	Iteration 16Q: 3 clusters Score -1058625 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -1058763.000000 Penalty: 3235.155029
	Iteration 17Q: 3 clusters Score -1058763 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -1058862.500000 Penalty: 3235.155029
	Iteration 18Q: 3 clusters Score -1058862 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -1058945.625000 Penalty: 3235.155029
	Iteration 19Q: 3 clusters Score -1058946 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -1059020.500000 Penalty: 3235.155029
	Iteration 20F: 3 clusters Score -1059020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -1059085.750000 Penalty: 3235.155029
	Iteration 21Q: 3 clusters Score -1059086 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -1059132.625000 Penalty: 3235.155029
	Iteration 22Q: 3 clusters Score -1059133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -1059176.625000 Penalty: 3235.155029
	Iteration 23Q: 3 clusters Score -1059177 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -1059211.125000 Penalty: 3235.155029
	Iteration 24Q: 3 clusters Score -1059211 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -1059241.500000 Penalty: 3235.155029
	Iteration 25Q: 3 clusters Score -1059242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -1059265.250000 Penalty: 3235.155029
	Iteration 26Q: 3 clusters Score -1059265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -1059287.375000 Penalty: 3235.155029
	Iteration 27Q: 3 clusters Score -1059287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1059294.625000 Penalty: 3235.155029
	Iteration 28Q: 3 clusters Score -1059295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -1059301.875000 Penalty: 3235.155029
	Iteration 29Q: 3 clusters Score -1059302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1059306.000000 Penalty: 3235.155029
	Iteration 30Q: 3 clusters Score -1059306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -1059312.875000 Penalty: 3235.155029
	Iteration 31Q: 3 clusters Score -1059313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -1059321.375000 Penalty: 3235.155029
	Iteration 32Q: 3 clusters Score -1059321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -1059327.375000 Penalty: 3235.155029
	Iteration 33Q: 3 clusters Score -1059327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -1059336.000000 Penalty: 3235.155029
	Iteration 34Q: 3 clusters Score -1059336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -1059343.500000 Penalty: 3235.155029
	Iteration 35Q: 3 clusters Score -1059344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -1059350.750000 Penalty: 3235.155029
	Iteration 36Q: 3 clusters Score -1059351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1059362.375000 Penalty: 3235.155029
	Iteration 37Q: 3 clusters Score -1059362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -1059392.375000 Penalty: 3235.155029
	Iteration 38Q: 3 clusters Score -1059392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -1059414.375000 Penalty: 3235.155029
	Iteration 39Q: 3 clusters Score -1059414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -1059426.500000 Penalty: 3235.155029
	Iteration 40F: 3 clusters Score -1059426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1059443.000000 Penalty: 3235.155029
	Iteration 41Q: 3 clusters Score -1059443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -1059452.750000 Penalty: 3235.155029
	Iteration 42Q: 3 clusters Score -1059453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -1059464.500000 Penalty: 3235.155029
	Iteration 43Q: 3 clusters Score -1059464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -1059470.375000 Penalty: 3235.155029
	Iteration 44Q: 3 clusters Score -1059470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -1059475.625000 Penalty: 3235.155029
	Iteration 45Q: 3 clusters Score -1059476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1059475.250000 Penalty: 3235.155029
	Iteration 46Q: 3 clusters Score -1059475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1059475.125000 Penalty: 3235.155029
	Iteration 47Q: 3 clusters Score -1059475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -1059477.875000 Penalty: 3235.155029
	Iteration 48Q: 3 clusters Score -1059478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1059479.250000 Penalty: 3235.155029
	Iteration 49Q: 3 clusters Score -1059479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -1059480.500000 Penalty: 3235.155029
	Iteration 50Q: 3 clusters Score -1059480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1059483.500000 Penalty: 3235.155029
	Iteration 51Q: 3 clusters Score -1059484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1059486.875000 Penalty: 3235.155029
	Iteration 52Q: 3 clusters Score -1059487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1059487.875000 Penalty: 3235.155029
	Iteration 53Q: 3 clusters Score -1059488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1059489.250000 Penalty: 3235.155029
	Iteration 54Q: 3 clusters Score -1059489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1059490.000000 Penalty: 3235.155029
	Iteration 55Q: 3 clusters Score -1059490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1059494.000000 Penalty: 3235.155029
	Iteration 56Q: 3 clusters Score -1059494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1059495.750000 Penalty: 3235.155029
	Iteration 57Q: 3 clusters Score -1059496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1059498.125000 Penalty: 3235.155029
	Iteration 58Q: 3 clusters Score -1059498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1059499.250000 Penalty: 3235.155029
	Iteration 59Q: 3 clusters Score -1059499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -1059500.625000 Penalty: 3235.155029
	Iteration 60F: 3 clusters Score -1059501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -1059501.750000 Penalty: 3235.155029
	Iteration 61Q: 3 clusters Score -1059502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -1059501.000000 Penalty: 3235.155029
	Iteration 62Q: 3 clusters Score -1059501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -1059501.000000 Penalty: 3235.155029
	Iteration 63F: 3 clusters Score -1059501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Entering Unmasked Estep 
Score: -679511.812500 Penalty: 1549.383545
	Iteration 0F: 2 clusters Score -679511.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -669883.875000 Penalty: 3098.767090
	Iteration 0F: 3 clusters Score -669883.9 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -673159.750000 Penalty: 3098.767090
	Iteration 1F: 3 clusters Score -673159.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -673569.875000 Penalty: 3098.767090
	Iteration 2F: 3 clusters Score -673569.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -673993.687500 Penalty: 3098.767090
	Iteration 3F: 3 clusters Score -673993.7 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -674488.875000 Penalty: 3098.767090
	Iteration 4F: 3 clusters Score -674488.9 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -675053.875000 Penalty: 3098.767090
	Iteration 5F: 3 clusters Score -675053.9 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -675712.937500 Penalty: 3098.767090
	Iteration 6F: 3 clusters Score -675712.9 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -676344.187500 Penalty: 3098.767090
	Iteration 7F: 3 clusters Score -676344.2 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -676896.875000 Penalty: 3098.767090
	Iteration 8F: 3 clusters Score -676896.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -677362.375000 Penalty: 3098.767090
	Iteration 9Q: 3 clusters Score -677362.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -677743.437500 Penalty: 3098.767090
	Iteration 10Q: 3 clusters Score -677743.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -678072.500000 Penalty: 3098.767090
	Iteration 11Q: 3 clusters Score -678072.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -678317.562500 Penalty: 3098.767090
	Iteration 12Q: 3 clusters Score -678317.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -678468.125000 Penalty: 3098.767090
	Iteration 13Q: 3 clusters Score -678468.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -678550.250000 Penalty: 3098.767090
	Iteration 14Q: 3 clusters Score -678550.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -678614.500000 Penalty: 3098.767090
	Iteration 15Q: 3 clusters Score -678614.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -678658.187500 Penalty: 3098.767090
	Iteration 16Q: 3 clusters Score -678658.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -678690.812500 Penalty: 3098.767090
	Iteration 17Q: 3 clusters Score -678690.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -678718.562500 Penalty: 3098.767090
	Iteration 18Q: 3 clusters Score -678718.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -678744.687500 Penalty: 3098.767090
	Iteration 19Q: 3 clusters Score -678744.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -678763.750000 Penalty: 3098.767090
	Iteration 20F: 3 clusters Score -678763.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -678780.750000 Penalty: 3098.767090
	Iteration 21Q: 3 clusters Score -678780.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -678804.875000 Penalty: 3098.767090
	Iteration 22Q: 3 clusters Score -678804.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -678828.000000 Penalty: 3098.767090
	Iteration 23Q: 3 clusters Score -678828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -678852.750000 Penalty: 3098.767090
	Iteration 24Q: 3 clusters Score -678852.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -678874.437500 Penalty: 3098.767090
	Iteration 25Q: 3 clusters Score -678874.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -678896.125000 Penalty: 3098.767090
	Iteration 26Q: 3 clusters Score -678896.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -678919.000000 Penalty: 3098.767090
	Iteration 27Q: 3 clusters Score -678919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -678938.375000 Penalty: 3098.767090
	Iteration 28Q: 3 clusters Score -678938.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -678951.312500 Penalty: 3098.767090
	Iteration 29Q: 3 clusters Score -678951.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -678961.125000 Penalty: 3098.767090
	Iteration 30Q: 3 clusters Score -678961.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -678970.937500 Penalty: 3098.767090
	Iteration 31Q: 3 clusters Score -678970.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -678978.375000 Penalty: 3098.767090
	Iteration 32Q: 3 clusters Score -678978.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -678985.687500 Penalty: 3098.767090
	Iteration 33Q: 3 clusters Score -678985.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -678990.312500 Penalty: 3098.767090
	Iteration 34Q: 3 clusters Score -678990.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -678991.375000 Penalty: 3098.767090
	Iteration 35Q: 3 clusters Score -678991.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -678994.000000 Penalty: 3098.767090
	Iteration 36Q: 3 clusters Score -678994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -678996.437500 Penalty: 3098.767090
	Iteration 37Q: 3 clusters Score -678996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -678998.500000 Penalty: 3098.767090
	Iteration 38Q: 3 clusters Score -678998.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -679000.625000 Penalty: 3098.767090
	Iteration 39Q: 3 clusters Score -679000.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -678999.500000 Penalty: 3098.767090
	Iteration 40F: 3 clusters Score -678999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -679001.062500 Penalty: 3098.767090
	Iteration 41Q: 3 clusters Score -679001.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -679001.062500 Penalty: 3098.767090
	Iteration 42F: 3 clusters Score -679001.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Entering Unmasked Estep 
Score: -1879735.750000 Penalty: 1709.170166
	Iteration 0F: 2 clusters Score -1879736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -1854927.250000 Penalty: 3418.340332
	Iteration 0F: 3 clusters Score -1854927 nChanged 17193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1864396.500000 Penalty: 3418.340332
	Iteration 1F: 3 clusters Score -1864396 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -1864862.500000 Penalty: 3418.340332
	Iteration 2Q: 3 clusters Score -1864862 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -1865388.125000 Penalty: 3418.340332
	Iteration 3Q: 3 clusters Score -1865388 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -1866058.625000 Penalty: 3418.340332
	Iteration 4Q: 3 clusters Score -1866059 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -1866955.625000 Penalty: 3418.340332
	Iteration 5Q: 3 clusters Score -1866956 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -1868064.500000 Penalty: 3418.340332
	Iteration 6F: 3 clusters Score -1868064 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -1869459.500000 Penalty: 3418.340332
	Iteration 7F: 3 clusters Score -1869460 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -1870960.125000 Penalty: 3418.340332
	Iteration 8F: 3 clusters Score -1870960 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -1872305.625000 Penalty: 3418.340332
	Iteration 9F: 3 clusters Score -1872306 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -1873288.625000 Penalty: 3418.340332
	Iteration 10Q: 3 clusters Score -1873289 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -1874013.375000 Penalty: 3418.340332
	Iteration 11Q: 3 clusters Score -1874013 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -1874588.750000 Penalty: 3418.340332
	Iteration 12Q: 3 clusters Score -1874589 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -1875071.625000 Penalty: 3418.340332
	Iteration 13Q: 3 clusters Score -1875072 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -1875483.750000 Penalty: 3418.340332
	Iteration 14Q: 3 clusters Score -1875484 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -1875867.250000 Penalty: 3418.340332
	Iteration 15Q: 3 clusters Score -1875867 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -1876208.625000 Penalty: 3418.340332
	Iteration 16Q: 3 clusters Score -1876209 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -1876498.875000 Penalty: 3418.340332
	Iteration 17Q: 3 clusters Score -1876499 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -1876764.750000 Penalty: 3418.340332
	Iteration 18Q: 3 clusters Score -1876765 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -1877014.000000 Penalty: 3418.340332
	Iteration 19Q: 3 clusters Score -1877014 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -1877225.125000 Penalty: 3418.340332
	Iteration 20F: 3 clusters Score -1877225 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -1877432.875000 Penalty: 3418.340332
	Iteration 21Q: 3 clusters Score -1877433 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -1877610.625000 Penalty: 3418.340332
	Iteration 22Q: 3 clusters Score -1877611 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -1877756.375000 Penalty: 3418.340332
	Iteration 23Q: 3 clusters Score -1877756 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -1877849.125000 Penalty: 3418.340332
	Iteration 24Q: 3 clusters Score -1877849 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -1877927.750000 Penalty: 3418.340332
	Iteration 25Q: 3 clusters Score -1877928 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -1877982.375000 Penalty: 3418.340332
	Iteration 26Q: 3 clusters Score -1877982 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -1878030.000000 Penalty: 3418.340332
	Iteration 27Q: 3 clusters Score -1878030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -1878071.875000 Penalty: 3418.340332
	Iteration 28Q: 3 clusters Score -1878072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -1878102.375000 Penalty: 3418.340332
	Iteration 29Q: 3 clusters Score -1878102 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -1878125.625000 Penalty: 3418.340332
	Iteration 30Q: 3 clusters Score -1878126 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -1878142.875000 Penalty: 3418.340332
	Iteration 31Q: 3 clusters Score -1878143 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -1878170.375000 Penalty: 3418.340332
	Iteration 32Q: 3 clusters Score -1878170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -1878191.750000 Penalty: 3418.340332
	Iteration 33Q: 3 clusters Score -1878192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -1878215.375000 Penalty: 3418.340332
	Iteration 34Q: 3 clusters Score -1878215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -1878227.250000 Penalty: 3418.340332
	Iteration 35Q: 3 clusters Score -1878227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -1878247.875000 Penalty: 3418.340332
	Iteration 36Q: 3 clusters Score -1878248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -1878262.875000 Penalty: 3418.340332
	Iteration 37Q: 3 clusters Score -1878263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -1878272.625000 Penalty: 3418.340332
	Iteration 38Q: 3 clusters Score -1878273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -1878284.625000 Penalty: 3418.340332
	Iteration 39Q: 3 clusters Score -1878285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -1878291.250000 Penalty: 3418.340332
	Iteration 40F: 3 clusters Score -1878291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -1878294.750000 Penalty: 3418.340332
	Iteration 41Q: 3 clusters Score -1878295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -1878298.375000 Penalty: 3418.340332
	Iteration 42Q: 3 clusters Score -1878298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -1878301.625000 Penalty: 3418.340332
	Iteration 43Q: 3 clusters Score -1878302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -1878301.625000 Penalty: 3418.340332
	Iteration 44Q: 3 clusters Score -1878302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -1878301.125000 Penalty: 3418.340332
	Iteration 45Q: 3 clusters Score -1878301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -1878301.125000 Penalty: 3418.340332
	Iteration 46F: 3 clusters Score -1878301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -26778.576172 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -26778.58 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 289 members 
Entering Unmasked Estep 
Score: -25670.318359 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -25670.32 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -25864.179688 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -25864.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25910.800781 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -25910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25929.011719 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -25929.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -25946.923828 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -25946.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25952.972656 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -25952.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25957.154297 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -25957.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -25958.652344 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -25958.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25960.878906 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -25960.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25960.878906 Penalty: 2075.735840
	Iteration 9F: 3 clusters Score -25960.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (107843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107843 members 
Entering Unmasked Estep 
Score: -5598905.500000 Penalty: 1883.120117
	Iteration 0F: 2 clusters Score -5598906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -5526907.000000 Penalty: 3766.240234
	Iteration 0F: 3 clusters Score -5526907 nChanged 51450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -5558292.500000 Penalty: 3766.240234
	Iteration 1F: 3 clusters Score -5558292 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65723 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -5560712.500000 Penalty: 3766.240234
	Iteration 2Q: 3 clusters Score -5560712 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -5565083.500000 Penalty: 3766.240234
	Iteration 3F: 3 clusters Score -5565084 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -5572082.500000 Penalty: 3766.240234
	Iteration 4F: 3 clusters Score -5572082 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -5580735.000000 Penalty: 3766.240234
	Iteration 5F: 3 clusters Score -5580735 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95794 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -5588102.000000 Penalty: 3766.240234
	Iteration 6F: 3 clusters Score -5588102 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -5592663.000000 Penalty: 3766.240234
	Iteration 7Q: 3 clusters Score -5592663 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103075 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5595016.000000 Penalty: 3766.240234
	Iteration 8Q: 3 clusters Score -5595016 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5596166.000000 Penalty: 3766.240234
	Iteration 9Q: 3 clusters Score -5596166 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105011 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -5596773.000000 Penalty: 3766.240234
	Iteration 10Q: 3 clusters Score -5596773 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5597023.000000 Penalty: 3766.240234
	Iteration 11Q: 3 clusters Score -5597023 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105509 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5597123.000000 Penalty: 3766.240234
	Iteration 12Q: 3 clusters Score -5597123 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5597192.000000 Penalty: 3766.240234
	Iteration 13Q: 3 clusters Score -5597192 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105794 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5597257.000000 Penalty: 3766.240234
	Iteration 14Q: 3 clusters Score -5597257 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105902 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5597293.000000 Penalty: 3766.240234
	Iteration 15Q: 3 clusters Score -5597293 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105992 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5597359.000000 Penalty: 3766.240234
	Iteration 16Q: 3 clusters Score -5597359 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5597403.500000 Penalty: 3766.240234
	Iteration 17Q: 3 clusters Score -5597404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106144 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5597442.500000 Penalty: 3766.240234
	Iteration 18Q: 3 clusters Score -5597442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106209 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5597485.500000 Penalty: 3766.240234
	Iteration 19Q: 3 clusters Score -5597486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5597512.000000 Penalty: 3766.240234
	Iteration 20F: 3 clusters Score -5597512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106290 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5597515.000000 Penalty: 3766.240234
	Iteration 21Q: 3 clusters Score -5597515 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5597540.000000 Penalty: 3766.240234
	Iteration 22Q: 3 clusters Score -5597540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106335 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5597550.000000 Penalty: 3766.240234
	Iteration 23Q: 3 clusters Score -5597550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5597554.000000 Penalty: 3766.240234
	Iteration 24Q: 3 clusters Score -5597554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5597571.500000 Penalty: 3766.240234
	Iteration 25Q: 3 clusters Score -5597572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5597574.000000 Penalty: 3766.240234
	Iteration 26Q: 3 clusters Score -5597574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106385 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5597571.500000 Penalty: 3766.240234
	Iteration 27Q: 3 clusters Score -5597572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106393 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5597580.500000 Penalty: 3766.240234
	Iteration 28Q: 3 clusters Score -5597580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106397 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5597582.000000 Penalty: 3766.240234
	Iteration 29Q: 3 clusters Score -5597582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106403 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5597590.000000 Penalty: 3766.240234
	Iteration 30Q: 3 clusters Score -5597590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106411 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5597594.000000 Penalty: 3766.240234
	Iteration 31Q: 3 clusters Score -5597594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106418 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5597597.500000 Penalty: 3766.240234
	Iteration 32Q: 3 clusters Score -5597598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5597602.000000 Penalty: 3766.240234
	Iteration 33Q: 3 clusters Score -5597602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106427 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5597607.000000 Penalty: 3766.240234
	Iteration 34Q: 3 clusters Score -5597607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106433 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5597614.500000 Penalty: 3766.240234
	Iteration 35Q: 3 clusters Score -5597614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106439 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5597611.500000 Penalty: 3766.240234
	Iteration 36Q: 3 clusters Score -5597612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5597604.500000 Penalty: 3766.240234
	Iteration 37Q: 3 clusters Score -5597604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106443 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5597609.500000 Penalty: 3766.240234
	Iteration 38Q: 3 clusters Score -5597610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5597607.500000 Penalty: 3766.240234
	Iteration 39Q: 3 clusters Score -5597608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106448 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5597610.500000 Penalty: 3766.240234
	Iteration 40F: 3 clusters Score -5597610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106450 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5597613.000000 Penalty: 3766.240234
	Iteration 41Q: 3 clusters Score -5597613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5597615.000000 Penalty: 3766.240234
	Iteration 42Q: 3 clusters Score -5597615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5597610.000000 Penalty: 3766.240234
	Iteration 43Q: 3 clusters Score -5597610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -5597616.000000 Penalty: 3766.240234
	Iteration 44Q: 3 clusters Score -5597616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106452 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5597612.000000 Penalty: 3766.240234
	Iteration 45Q: 3 clusters Score -5597612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106452 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5597612.000000 Penalty: 3766.240234
	Iteration 46F: 3 clusters Score -5597612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Entering Unmasked Estep 
Score: -305038.093750 Penalty: 1448.692261
	Iteration 0F: 2 clusters Score -305038.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -299442.062500 Penalty: 2897.384521
	Iteration 0F: 3 clusters Score -299442.1 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -301218.562500 Penalty: 2897.384521
	Iteration 1F: 3 clusters Score -301218.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -301470.906250 Penalty: 2897.384521
	Iteration 2F: 3 clusters Score -301470.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -301657.250000 Penalty: 2897.384521
	Iteration 3F: 3 clusters Score -301657.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -301835.281250 Penalty: 2897.384521
	Iteration 4Q: 3 clusters Score -301835.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -301992.031250 Penalty: 2897.384521
	Iteration 5Q: 3 clusters Score -301992 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -302174.656250 Penalty: 2897.384521
	Iteration 6Q: 3 clusters Score -302174.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -302351.625000 Penalty: 2897.384521
	Iteration 7Q: 3 clusters Score -302351.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -302509.312500 Penalty: 2897.384521
	Iteration 8Q: 3 clusters Score -302509.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -302651.031250 Penalty: 2897.384521
	Iteration 9Q: 3 clusters Score -302651 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -302773.531250 Penalty: 2897.384521
	Iteration 10Q: 3 clusters Score -302773.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -302870.937500 Penalty: 2897.384521
	Iteration 11Q: 3 clusters Score -302870.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -302944.937500 Penalty: 2897.384521
	Iteration 12Q: 3 clusters Score -302944.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -303002.625000 Penalty: 2897.384521
	Iteration 13Q: 3 clusters Score -303002.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -303051.093750 Penalty: 2897.384521
	Iteration 14Q: 3 clusters Score -303051.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -303093.656250 Penalty: 2897.384521
	Iteration 15Q: 3 clusters Score -303093.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -303131.687500 Penalty: 2897.384521
	Iteration 16Q: 3 clusters Score -303131.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -303179.125000 Penalty: 2897.384521
	Iteration 17Q: 3 clusters Score -303179.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -303216.843750 Penalty: 2897.384521
	Iteration 18Q: 3 clusters Score -303216.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -303254.937500 Penalty: 2897.384521
	Iteration 19Q: 3 clusters Score -303254.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -303293.343750 Penalty: 2897.384521
	Iteration 20F: 3 clusters Score -303293.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -303341.000000 Penalty: 2897.384521
	Iteration 21Q: 3 clusters Score -303341 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -303403.875000 Penalty: 2897.384521
	Iteration 22Q: 3 clusters Score -303403.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -303473.156250 Penalty: 2897.384521
	Iteration 23Q: 3 clusters Score -303473.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -303539.187500 Penalty: 2897.384521
	Iteration 24Q: 3 clusters Score -303539.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -303586.875000 Penalty: 2897.384521
	Iteration 25Q: 3 clusters Score -303586.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -303628.781250 Penalty: 2897.384521
	Iteration 26Q: 3 clusters Score -303628.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -303657.750000 Penalty: 2897.384521
	Iteration 27Q: 3 clusters Score -303657.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -303679.750000 Penalty: 2897.384521
	Iteration 28Q: 3 clusters Score -303679.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -303704.468750 Penalty: 2897.384521
	Iteration 29Q: 3 clusters Score -303704.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -303732.468750 Penalty: 2897.384521
	Iteration 30Q: 3 clusters Score -303732.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -303747.312500 Penalty: 2897.384521
	Iteration 31Q: 3 clusters Score -303747.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -303770.218750 Penalty: 2897.384521
	Iteration 32Q: 3 clusters Score -303770.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -303783.187500 Penalty: 2897.384521
	Iteration 33Q: 3 clusters Score -303783.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -303795.062500 Penalty: 2897.384521
	Iteration 34Q: 3 clusters Score -303795.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -303804.875000 Penalty: 2897.384521
	Iteration 35Q: 3 clusters Score -303804.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -303816.531250 Penalty: 2897.384521
	Iteration 36Q: 3 clusters Score -303816.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -303830.750000 Penalty: 2897.384521
	Iteration 37Q: 3 clusters Score -303830.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -303840.468750 Penalty: 2897.384521
	Iteration 38Q: 3 clusters Score -303840.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -303848.843750 Penalty: 2897.384521
	Iteration 39Q: 3 clusters Score -303848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -303857.500000 Penalty: 2897.384521
	Iteration 40F: 3 clusters Score -303857.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -303866.937500 Penalty: 2897.384521
	Iteration 41Q: 3 clusters Score -303866.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -303874.093750 Penalty: 2897.384521
	Iteration 42Q: 3 clusters Score -303874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -303881.875000 Penalty: 2897.384521
	Iteration 43Q: 3 clusters Score -303881.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -303891.093750 Penalty: 2897.384521
	Iteration 44Q: 3 clusters Score -303891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -303894.343750 Penalty: 2897.384521
	Iteration 45Q: 3 clusters Score -303894.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -303896.531250 Penalty: 2897.384521
	Iteration 46Q: 3 clusters Score -303896.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -303899.500000 Penalty: 2897.384521
	Iteration 47Q: 3 clusters Score -303899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -303901.937500 Penalty: 2897.384521
	Iteration 48Q: 3 clusters Score -303901.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -303904.812500 Penalty: 2897.384521
	Iteration 49Q: 3 clusters Score -303904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -303906.437500 Penalty: 2897.384521
	Iteration 50Q: 3 clusters Score -303906.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -303907.343750 Penalty: 2897.384521
	Iteration 51Q: 3 clusters Score -303907.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -303907.718750 Penalty: 2897.384521
	Iteration 52Q: 3 clusters Score -303907.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -303907.718750 Penalty: 2897.384521
	Iteration 53F: 3 clusters Score -303907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (242174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242174 members 
Entering Unmasked Estep 
Score: -12127171.000000 Penalty: 2014.579346
	Iteration 0F: 2 clusters Score -1.212717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121104 members 
Mstep: Class 2 contains 121070 members 
Entering Unmasked Estep 
Score: -11964282.000000 Penalty: 4029.158691
	Iteration 0F: 3 clusters Score -1.196428e+07 nChanged 117376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123440 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -12033499.000000 Penalty: 4029.158691
	Iteration 1F: 3 clusters Score -1.20335e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124657 members 
Mstep: Class 2 contains 117517 members 
Entering Unmasked Estep 
Score: -12034267.000000 Penalty: 4029.158691
	Iteration 2Q: 3 clusters Score -1.203427e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126571 members 
Mstep: Class 2 contains 115603 members 
Entering Unmasked Estep 
Score: -12035239.000000 Penalty: 4029.158691
	Iteration 3Q: 3 clusters Score -1.203524e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129493 members 
Mstep: Class 2 contains 112681 members 
Entering Unmasked Estep 
Score: -12036345.000000 Penalty: 4029.158691
	Iteration 4Q: 3 clusters Score -1.203634e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133957 members 
Mstep: Class 2 contains 108217 members 
Entering Unmasked Estep 
Score: -12037874.000000 Penalty: 4029.158691
	Iteration 5Q: 3 clusters Score -1.203787e+07 nChanged 8346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140729 members 
Mstep: Class 2 contains 101445 members 
Entering Unmasked Estep 
Score: -12040747.000000 Penalty: 4029.158691
	Iteration 6Q: 3 clusters Score -1.204075e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150834 members 
Mstep: Class 2 contains 91340 members 
Entering Unmasked Estep 
Score: -12045911.000000 Penalty: 4029.158691
	Iteration 7Q: 3 clusters Score -1.204591e+07 nChanged 15029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165237 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -12055355.000000 Penalty: 4029.158691
	Iteration 8F: 3 clusters Score -1.205536e+07 nChanged 18856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183763 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -12070601.000000 Penalty: 4029.158691
	Iteration 9F: 3 clusters Score -1.20706e+07 nChanged 19788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203413 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -12089173.000000 Penalty: 4029.158691
	Iteration 10F: 3 clusters Score -1.208917e+07 nChanged 15844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219221 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -12104637.000000 Penalty: 4029.158691
	Iteration 11F: 3 clusters Score -1.210464e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229074 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -12114401.000000 Penalty: 4029.158691
	Iteration 12Q: 3 clusters Score -1.21144e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234282 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -12119271.000000 Penalty: 4029.158691
	Iteration 13Q: 3 clusters Score -1.211927e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237111 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -12121842.000000 Penalty: 4029.158691
	Iteration 14Q: 3 clusters Score -1.212184e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238825 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -12123297.000000 Penalty: 4029.158691
	Iteration 15Q: 3 clusters Score -1.21233e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239813 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -12124112.000000 Penalty: 4029.158691
	Iteration 16Q: 3 clusters Score -1.212411e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240431 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -12124511.000000 Penalty: 4029.158691
	Iteration 17Q: 3 clusters Score -1.212451e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240820 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -12124841.000000 Penalty: 4029.158691
	Iteration 18Q: 3 clusters Score -1.212484e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241103 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12125054.000000 Penalty: 4029.158691
	Iteration 19Q: 3 clusters Score -1.212505e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241303 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -12125204.000000 Penalty: 4029.158691
	Iteration 20F: 3 clusters Score -1.21252e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241427 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -12125247.000000 Penalty: 4029.158691
	Iteration 21Q: 3 clusters Score -1.212525e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241511 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12125276.000000 Penalty: 4029.158691
	Iteration 22Q: 3 clusters Score -1.212528e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241571 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -12125312.000000 Penalty: 4029.158691
	Iteration 23Q: 3 clusters Score -1.212531e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241614 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12125337.000000 Penalty: 4029.158691
	Iteration 24Q: 3 clusters Score -1.212534e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241639 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12125369.000000 Penalty: 4029.158691
	Iteration 25Q: 3 clusters Score -1.212537e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241660 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -12125377.000000 Penalty: 4029.158691
	Iteration 26Q: 3 clusters Score -1.212538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241679 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12125378.000000 Penalty: 4029.158691
	Iteration 27Q: 3 clusters Score -1.212538e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241695 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12125400.000000 Penalty: 4029.158691
	Iteration 28Q: 3 clusters Score -1.21254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241715 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12125410.000000 Penalty: 4029.158691
	Iteration 29Q: 3 clusters Score -1.212541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241729 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -12125421.000000 Penalty: 4029.158691
	Iteration 30Q: 3 clusters Score -1.212542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241737 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12125416.000000 Penalty: 4029.158691
	Iteration 31Q: 3 clusters Score -1.212542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241743 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -12125427.000000 Penalty: 4029.158691
	Iteration 32Q: 3 clusters Score -1.212543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241745 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -12125432.000000 Penalty: 4029.158691
	Iteration 33Q: 3 clusters Score -1.212543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241749 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -12125434.000000 Penalty: 4029.158691
	Iteration 34Q: 3 clusters Score -1.212543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241751 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12125440.000000 Penalty: 4029.158691
	Iteration 35Q: 3 clusters Score -1.212544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241753 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12125431.000000 Penalty: 4029.158691
	Iteration 36Q: 3 clusters Score -1.212543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241752 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12125437.000000 Penalty: 4029.158691
	Iteration 37Q: 3 clusters Score -1.212544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241752 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -12125437.000000 Penalty: 4029.158691
	Iteration 38F: 3 clusters Score -1.212544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -109481.812500 Penalty: 1262.524048
	Iteration 0F: 2 clusters Score -109481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -107136.320312 Penalty: 2525.048096
	Iteration 0F: 3 clusters Score -107136.3 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -107638.445312 Penalty: 2525.048096
	Iteration 1F: 3 clusters Score -107638.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -107752.195312 Penalty: 2525.048096
	Iteration 2F: 3 clusters Score -107752.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -107822.976562 Penalty: 2525.048096
	Iteration 3Q: 3 clusters Score -107823 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -107871.796875 Penalty: 2525.048096
	Iteration 4Q: 3 clusters Score -107871.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -107907.773438 Penalty: 2525.048096
	Iteration 5Q: 3 clusters Score -107907.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -107931.437500 Penalty: 2525.048096
	Iteration 6Q: 3 clusters Score -107931.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -107949.500000 Penalty: 2525.048096
	Iteration 7Q: 3 clusters Score -107949.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -107962.578125 Penalty: 2525.048096
	Iteration 8Q: 3 clusters Score -107962.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -107971.429688 Penalty: 2525.048096
	Iteration 9Q: 3 clusters Score -107971.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -107977.351562 Penalty: 2525.048096
	Iteration 10Q: 3 clusters Score -107977.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -107985.179688 Penalty: 2525.048096
	Iteration 11Q: 3 clusters Score -107985.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -107990.429688 Penalty: 2525.048096
	Iteration 12Q: 3 clusters Score -107990.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -107995.640625 Penalty: 2525.048096
	Iteration 13Q: 3 clusters Score -107995.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -108002.460938 Penalty: 2525.048096
	Iteration 14Q: 3 clusters Score -108002.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -108009.914062 Penalty: 2525.048096
	Iteration 15Q: 3 clusters Score -108009.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -108016.109375 Penalty: 2525.048096
	Iteration 16Q: 3 clusters Score -108016.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -108020.875000 Penalty: 2525.048096
	Iteration 17Q: 3 clusters Score -108020.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -108028.031250 Penalty: 2525.048096
	Iteration 18Q: 3 clusters Score -108028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -108037.757812 Penalty: 2525.048096
	Iteration 19Q: 3 clusters Score -108037.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -108050.390625 Penalty: 2525.048096
	Iteration 20F: 3 clusters Score -108050.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -108056.328125 Penalty: 2525.048096
	Iteration 21Q: 3 clusters Score -108056.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -108060.164062 Penalty: 2525.048096
	Iteration 22Q: 3 clusters Score -108060.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -108061.968750 Penalty: 2525.048096
	Iteration 23Q: 3 clusters Score -108062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -108063.867188 Penalty: 2525.048096
	Iteration 24Q: 3 clusters Score -108063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -108065.195312 Penalty: 2525.048096
	Iteration 25Q: 3 clusters Score -108065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -108066.210938 Penalty: 2525.048096
	Iteration 26Q: 3 clusters Score -108066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -108066.679688 Penalty: 2525.048096
	Iteration 27Q: 3 clusters Score -108066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -108067.398438 Penalty: 2525.048096
	Iteration 28Q: 3 clusters Score -108067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -108068.578125 Penalty: 2525.048096
	Iteration 29Q: 3 clusters Score -108068.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -108069.140625 Penalty: 2525.048096
	Iteration 30Q: 3 clusters Score -108069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -108071.726562 Penalty: 2525.048096
	Iteration 31Q: 3 clusters Score -108071.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -108074.875000 Penalty: 2525.048096
	Iteration 32Q: 3 clusters Score -108074.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -108078.054688 Penalty: 2525.048096
	Iteration 33Q: 3 clusters Score -108078.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -108082.101562 Penalty: 2525.048096
	Iteration 34Q: 3 clusters Score -108082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -108083.437500 Penalty: 2525.048096
	Iteration 35Q: 3 clusters Score -108083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -108084.742188 Penalty: 2525.048096
	Iteration 36Q: 3 clusters Score -108084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -108085.828125 Penalty: 2525.048096
	Iteration 37Q: 3 clusters Score -108085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -108088.359375 Penalty: 2525.048096
	Iteration 38Q: 3 clusters Score -108088.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -108089.632812 Penalty: 2525.048096
	Iteration 39Q: 3 clusters Score -108089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -108090.859375 Penalty: 2525.048096
	Iteration 40F: 3 clusters Score -108090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -108091.812500 Penalty: 2525.048096
	Iteration 41Q: 3 clusters Score -108091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -108094.476562 Penalty: 2525.048096
	Iteration 42Q: 3 clusters Score -108094.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -108096.742188 Penalty: 2525.048096
	Iteration 43Q: 3 clusters Score -108096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -108098.304688 Penalty: 2525.048096
	Iteration 44Q: 3 clusters Score -108098.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -108099.351562 Penalty: 2525.048096
	Iteration 45Q: 3 clusters Score -108099.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -108099.523438 Penalty: 2525.048096
	Iteration 46Q: 3 clusters Score -108099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -108100.031250 Penalty: 2525.048096
	Iteration 47Q: 3 clusters Score -108100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -108101.328125 Penalty: 2525.048096
	Iteration 48Q: 3 clusters Score -108101.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -108105.164062 Penalty: 2525.048096
	Iteration 49Q: 3 clusters Score -108105.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -108108.234375 Penalty: 2525.048096
	Iteration 50Q: 3 clusters Score -108108.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -108112.125000 Penalty: 2525.048096
	Iteration 51Q: 3 clusters Score -108112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -108116.789062 Penalty: 2525.048096
	Iteration 52Q: 3 clusters Score -108116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -108119.804688 Penalty: 2525.048096
	Iteration 53Q: 3 clusters Score -108119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -108120.789062 Penalty: 2525.048096
	Iteration 54Q: 3 clusters Score -108120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -108121.804688 Penalty: 2525.048096
	Iteration 55Q: 3 clusters Score -108121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -108123.898438 Penalty: 2525.048096
	Iteration 56Q: 3 clusters Score -108123.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -108126.648438 Penalty: 2525.048096
	Iteration 57Q: 3 clusters Score -108126.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -108132.226562 Penalty: 2525.048096
	Iteration 58Q: 3 clusters Score -108132.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -108137.882812 Penalty: 2525.048096
	Iteration 59Q: 3 clusters Score -108137.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -108143.953125 Penalty: 2525.048096
	Iteration 60F: 3 clusters Score -108144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -108150.437500 Penalty: 2525.048096
	Iteration 61Q: 3 clusters Score -108150.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -108154.171875 Penalty: 2525.048096
	Iteration 62Q: 3 clusters Score -108154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -108160.382812 Penalty: 2525.048096
	Iteration 63Q: 3 clusters Score -108160.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -108162.429688 Penalty: 2525.048096
	Iteration 64Q: 3 clusters Score -108162.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -108165.078125 Penalty: 2525.048096
	Iteration 65Q: 3 clusters Score -108165.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -108166.609375 Penalty: 2525.048096
	Iteration 66Q: 3 clusters Score -108166.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -108168.734375 Penalty: 2525.048096
	Iteration 67Q: 3 clusters Score -108168.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -108169.492188 Penalty: 2525.048096
	Iteration 68Q: 3 clusters Score -108169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -108169.906250 Penalty: 2525.048096
	Iteration 69Q: 3 clusters Score -108169.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -108170.320312 Penalty: 2525.048096
	Iteration 70Q: 3 clusters Score -108170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -108171.382812 Penalty: 2525.048096
	Iteration 71Q: 3 clusters Score -108171.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -108172.015625 Penalty: 2525.048096
	Iteration 72Q: 3 clusters Score -108172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -108175.164062 Penalty: 2525.048096
	Iteration 73Q: 3 clusters Score -108175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -108176.945312 Penalty: 2525.048096
	Iteration 74Q: 3 clusters Score -108176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -108178.945312 Penalty: 2525.048096
	Iteration 75Q: 3 clusters Score -108178.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -108180.796875 Penalty: 2525.048096
	Iteration 76Q: 3 clusters Score -108180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -108181.960938 Penalty: 2525.048096
	Iteration 77Q: 3 clusters Score -108182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108184.484375 Penalty: 2525.048096
	Iteration 78Q: 3 clusters Score -108184.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -108186.617188 Penalty: 2525.048096
	Iteration 79Q: 3 clusters Score -108186.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -108187.593750 Penalty: 2525.048096
	Iteration 80F: 3 clusters Score -108187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108187.718750 Penalty: 2525.048096
	Iteration 81Q: 3 clusters Score -108187.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108187.718750 Penalty: 2525.048096
	Iteration 82F: 3 clusters Score -108187.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -48332.722656 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -48332.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -46892.320312 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -46892.32 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47108.082031 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -47108.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -47169.449219 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -47169.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47201.015625 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -47201.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -47235.796875 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -47235.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -47274.964844 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -47274.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47288.503906 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -47288.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -47301.839844 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -47301.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -47317.988281 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -47317.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -47327.554688 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -47327.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -47337.378906 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -47337.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -47343.015625 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -47343.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -47346.093750 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -47346.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -47347.308594 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -47347.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -47348.000000 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -47348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -47348.000000 Penalty: 2240.108398
	Iteration 15F: 3 clusters Score -47348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63618 members 
Entering Unmasked Estep 
Score: -3151275.000000 Penalty: 1797.355957
	Iteration 0F: 2 clusters Score -3151275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -3108746.000000 Penalty: 3594.711914
	Iteration 0F: 3 clusters Score -3108746 nChanged 30120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -3125849.000000 Penalty: 3594.711914
	Iteration 1F: 3 clusters Score -3125849 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3126366.500000 Penalty: 3594.711914
	Iteration 2Q: 3 clusters Score -3126366 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3126976.000000 Penalty: 3594.711914
	Iteration 3Q: 3 clusters Score -3126976 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3127773.500000 Penalty: 3594.711914
	Iteration 4Q: 3 clusters Score -3127774 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3128830.250000 Penalty: 3594.711914
	Iteration 5Q: 3 clusters Score -3128830 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3130332.000000 Penalty: 3594.711914
	Iteration 6Q: 3 clusters Score -3130332 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3132380.750000 Penalty: 3594.711914
	Iteration 7F: 3 clusters Score -3132381 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3134958.750000 Penalty: 3594.711914
	Iteration 8F: 3 clusters Score -3134959 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3137676.500000 Penalty: 3594.711914
	Iteration 9F: 3 clusters Score -3137676 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3139607.750000 Penalty: 3594.711914
	Iteration 10F: 3 clusters Score -3139608 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -3140552.250000 Penalty: 3594.711914
	Iteration 11Q: 3 clusters Score -3140552 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3141025.000000 Penalty: 3594.711914
	Iteration 12Q: 3 clusters Score -3141025 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -3141331.000000 Penalty: 3594.711914
	Iteration 13Q: 3 clusters Score -3141331 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3141557.250000 Penalty: 3594.711914
	Iteration 14Q: 3 clusters Score -3141557 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3141786.500000 Penalty: 3594.711914
	Iteration 15Q: 3 clusters Score -3141786 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -3142015.000000 Penalty: 3594.711914
	Iteration 16Q: 3 clusters Score -3142015 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -3142239.750000 Penalty: 3594.711914
	Iteration 17Q: 3 clusters Score -3142240 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -3142506.750000 Penalty: 3594.711914
	Iteration 18Q: 3 clusters Score -3142507 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3142787.750000 Penalty: 3594.711914
	Iteration 19Q: 3 clusters Score -3142788 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49069 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -3143075.500000 Penalty: 3594.711914
	Iteration 20F: 3 clusters Score -3143076 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3143353.500000 Penalty: 3594.711914
	Iteration 21Q: 3 clusters Score -3143354 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3143712.000000 Penalty: 3594.711914
	Iteration 22Q: 3 clusters Score -3143712 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -3144097.750000 Penalty: 3594.711914
	Iteration 23Q: 3 clusters Score -3144098 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3144506.500000 Penalty: 3594.711914
	Iteration 24Q: 3 clusters Score -3144506 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -3144990.500000 Penalty: 3594.711914
	Iteration 25Q: 3 clusters Score -3144990 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3145509.000000 Penalty: 3594.711914
	Iteration 26Q: 3 clusters Score -3145509 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3146014.250000 Penalty: 3594.711914
	Iteration 27Q: 3 clusters Score -3146014 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3146564.250000 Penalty: 3594.711914
	Iteration 28Q: 3 clusters Score -3146564 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -3147101.000000 Penalty: 3594.711914
	Iteration 29Q: 3 clusters Score -3147101 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3147609.500000 Penalty: 3594.711914
	Iteration 30Q: 3 clusters Score -3147610 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59360 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3148058.000000 Penalty: 3594.711914
	Iteration 31Q: 3 clusters Score -3148058 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59985 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3148422.500000 Penalty: 3594.711914
	Iteration 32Q: 3 clusters Score -3148422 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -3148763.500000 Penalty: 3594.711914
	Iteration 33Q: 3 clusters Score -3148764 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3148978.250000 Penalty: 3594.711914
	Iteration 34Q: 3 clusters Score -3148978 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3149164.000000 Penalty: 3594.711914
	Iteration 35Q: 3 clusters Score -3149164 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61581 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3149315.000000 Penalty: 3594.711914
	Iteration 36Q: 3 clusters Score -3149315 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3149420.500000 Penalty: 3594.711914
	Iteration 37Q: 3 clusters Score -3149420 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3149501.500000 Penalty: 3594.711914
	Iteration 38Q: 3 clusters Score -3149502 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3149556.250000 Penalty: 3594.711914
	Iteration 39Q: 3 clusters Score -3149556 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3149604.250000 Penalty: 3594.711914
	Iteration 40F: 3 clusters Score -3149604 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3149651.750000 Penalty: 3594.711914
	Iteration 41Q: 3 clusters Score -3149652 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3149668.750000 Penalty: 3594.711914
	Iteration 42Q: 3 clusters Score -3149669 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62441 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3149695.000000 Penalty: 3594.711914
	Iteration 43Q: 3 clusters Score -3149695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3149710.500000 Penalty: 3594.711914
	Iteration 44Q: 3 clusters Score -3149710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3149726.000000 Penalty: 3594.711914
	Iteration 45Q: 3 clusters Score -3149726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3149731.250000 Penalty: 3594.711914
	Iteration 46Q: 3 clusters Score -3149731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3149742.500000 Penalty: 3594.711914
	Iteration 47Q: 3 clusters Score -3149742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3149745.750000 Penalty: 3594.711914
	Iteration 48Q: 3 clusters Score -3149746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3149756.250000 Penalty: 3594.711914
	Iteration 49Q: 3 clusters Score -3149756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3149769.000000 Penalty: 3594.711914
	Iteration 50Q: 3 clusters Score -3149769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62658 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3149774.250000 Penalty: 3594.711914
	Iteration 51Q: 3 clusters Score -3149774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3149780.250000 Penalty: 3594.711914
	Iteration 52Q: 3 clusters Score -3149780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3149794.750000 Penalty: 3594.711914
	Iteration 53Q: 3 clusters Score -3149795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3149798.750000 Penalty: 3594.711914
	Iteration 54Q: 3 clusters Score -3149799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62705 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3149801.750000 Penalty: 3594.711914
	Iteration 55Q: 3 clusters Score -3149802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62714 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3149801.000000 Penalty: 3594.711914
	Iteration 56Q: 3 clusters Score -3149801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3149807.750000 Penalty: 3594.711914
	Iteration 57Q: 3 clusters Score -3149808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3149815.750000 Penalty: 3594.711914
	Iteration 58Q: 3 clusters Score -3149816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3149814.500000 Penalty: 3594.711914
	Iteration 59Q: 3 clusters Score -3149814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3149815.750000 Penalty: 3594.711914
	Iteration 60F: 3 clusters Score -3149816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62743 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3149816.750000 Penalty: 3594.711914
	Iteration 61Q: 3 clusters Score -3149817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62750 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3149826.750000 Penalty: 3594.711914
	Iteration 62Q: 3 clusters Score -3149827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3149829.250000 Penalty: 3594.711914
	Iteration 63Q: 3 clusters Score -3149829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3149828.500000 Penalty: 3594.711914
	Iteration 64Q: 3 clusters Score -3149828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3149831.500000 Penalty: 3594.711914
	Iteration 65Q: 3 clusters Score -3149832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3149831.500000 Penalty: 3594.711914
	Iteration 66F: 3 clusters Score -3149832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Entering Unmasked Estep 
Score: -1053708.375000 Penalty: 1626.684570
	Iteration 0F: 2 clusters Score -1053708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1038608.187500 Penalty: 3253.369141
	Iteration 0F: 3 clusters Score -1038608 nChanged 10137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1044241.062500 Penalty: 3253.369141
	Iteration 1F: 3 clusters Score -1044241 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -1044742.125000 Penalty: 3253.369141
	Iteration 2F: 3 clusters Score -1044742 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1045293.312500 Penalty: 3253.369141
	Iteration 3F: 3 clusters Score -1045293 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1045926.375000 Penalty: 3253.369141
	Iteration 4F: 3 clusters Score -1045926 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1046615.062500 Penalty: 3253.369141
	Iteration 5F: 3 clusters Score -1046615 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -1047381.500000 Penalty: 3253.369141
	Iteration 6F: 3 clusters Score -1047382 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1048173.750000 Penalty: 3253.369141
	Iteration 7F: 3 clusters Score -1048174 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1049082.625000 Penalty: 3253.369141
	Iteration 8F: 3 clusters Score -1049083 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -1049956.125000 Penalty: 3253.369141
	Iteration 9F: 3 clusters Score -1049956 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -1050705.000000 Penalty: 3253.369141
	Iteration 10Q: 3 clusters Score -1050705 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -1051251.625000 Penalty: 3253.369141
	Iteration 11Q: 3 clusters Score -1051252 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -1051600.250000 Penalty: 3253.369141
	Iteration 12Q: 3 clusters Score -1051600 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -1051859.375000 Penalty: 3253.369141
	Iteration 13Q: 3 clusters Score -1051859 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -1052006.625000 Penalty: 3253.369141
	Iteration 14Q: 3 clusters Score -1052007 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -1052099.875000 Penalty: 3253.369141
	Iteration 15Q: 3 clusters Score -1052100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -1052150.625000 Penalty: 3253.369141
	Iteration 16Q: 3 clusters Score -1052151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -1052184.875000 Penalty: 3253.369141
	Iteration 17Q: 3 clusters Score -1052185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -1052210.000000 Penalty: 3253.369141
	Iteration 18Q: 3 clusters Score -1052210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -1052225.375000 Penalty: 3253.369141
	Iteration 19Q: 3 clusters Score -1052225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -1052237.375000 Penalty: 3253.369141
	Iteration 20F: 3 clusters Score -1052237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -1052246.250000 Penalty: 3253.369141
	Iteration 21Q: 3 clusters Score -1052246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -1052251.625000 Penalty: 3253.369141
	Iteration 22Q: 3 clusters Score -1052252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -1052252.625000 Penalty: 3253.369141
	Iteration 23Q: 3 clusters Score -1052253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -1052257.625000 Penalty: 3253.369141
	Iteration 24Q: 3 clusters Score -1052258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -1052260.500000 Penalty: 3253.369141
	Iteration 25Q: 3 clusters Score -1052260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -1052261.375000 Penalty: 3253.369141
	Iteration 26Q: 3 clusters Score -1052261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -1052263.625000 Penalty: 3253.369141
	Iteration 27Q: 3 clusters Score -1052264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -1052263.875000 Penalty: 3253.369141
	Iteration 28Q: 3 clusters Score -1052264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -1052271.625000 Penalty: 3253.369141
	Iteration 29Q: 3 clusters Score -1052272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -1052272.625000 Penalty: 3253.369141
	Iteration 30Q: 3 clusters Score -1052273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -1052275.125000 Penalty: 3253.369141
	Iteration 31Q: 3 clusters Score -1052275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -1052275.375000 Penalty: 3253.369141
	Iteration 32Q: 3 clusters Score -1052275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -1052278.250000 Penalty: 3253.369141
	Iteration 33Q: 3 clusters Score -1052278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -1052278.250000 Penalty: 3253.369141
	Iteration 34F: 3 clusters Score -1052278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Entering Unmasked Estep 
Score: -487021.375000 Penalty: 1496.208496
	Iteration 0F: 2 clusters Score -487021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -479807.750000 Penalty: 2992.416992
	Iteration 0F: 3 clusters Score -479807.8 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -482207.218750 Penalty: 2992.416992
	Iteration 1F: 3 clusters Score -482207.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -482658.718750 Penalty: 2992.416992
	Iteration 2F: 3 clusters Score -482658.7 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -483156.968750 Penalty: 2992.416992
	Iteration 3F: 3 clusters Score -483157 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -483753.562500 Penalty: 2992.416992
	Iteration 4F: 3 clusters Score -483753.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -484329.843750 Penalty: 2992.416992
	Iteration 5F: 3 clusters Score -484329.8 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -484888.531250 Penalty: 2992.416992
	Iteration 6F: 3 clusters Score -484888.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -485332.718750 Penalty: 2992.416992
	Iteration 7F: 3 clusters Score -485332.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -485673.843750 Penalty: 2992.416992
	Iteration 8Q: 3 clusters Score -485673.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -485883.468750 Penalty: 2992.416992
	Iteration 9Q: 3 clusters Score -485883.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -486042.468750 Penalty: 2992.416992
	Iteration 10Q: 3 clusters Score -486042.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -486126.281250 Penalty: 2992.416992
	Iteration 11Q: 3 clusters Score -486126.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -486161.000000 Penalty: 2992.416992
	Iteration 12Q: 3 clusters Score -486161 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -486182.562500 Penalty: 2992.416992
	Iteration 13Q: 3 clusters Score -486182.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -486196.812500 Penalty: 2992.416992
	Iteration 14Q: 3 clusters Score -486196.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -486208.687500 Penalty: 2992.416992
	Iteration 15Q: 3 clusters Score -486208.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -486212.937500 Penalty: 2992.416992
	Iteration 16Q: 3 clusters Score -486212.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -486217.000000 Penalty: 2992.416992
	Iteration 17Q: 3 clusters Score -486217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -486217.781250 Penalty: 2992.416992
	Iteration 18Q: 3 clusters Score -486217.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -486220.375000 Penalty: 2992.416992
	Iteration 19Q: 3 clusters Score -486220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -486221.250000 Penalty: 2992.416992
	Iteration 20F: 3 clusters Score -486221.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -486223.281250 Penalty: 2992.416992
	Iteration 21Q: 3 clusters Score -486223.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -486225.406250 Penalty: 2992.416992
	Iteration 22Q: 3 clusters Score -486225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -486226.375000 Penalty: 2992.416992
	Iteration 23Q: 3 clusters Score -486226.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -486227.375000 Penalty: 2992.416992
	Iteration 24Q: 3 clusters Score -486227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -486228.562500 Penalty: 2992.416992
	Iteration 25Q: 3 clusters Score -486228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -486230.093750 Penalty: 2992.416992
	Iteration 26Q: 3 clusters Score -486230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -486231.031250 Penalty: 2992.416992
	Iteration 27Q: 3 clusters Score -486231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -486231.250000 Penalty: 2992.416992
	Iteration 28Q: 3 clusters Score -486231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -486231.437500 Penalty: 2992.416992
	Iteration 29Q: 3 clusters Score -486231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -486231.406250 Penalty: 2992.416992
	Iteration 30Q: 3 clusters Score -486231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -486231.406250 Penalty: 2992.416992
	Iteration 31F: 3 clusters Score -486231.4 nChanged 0
--- Evaluating fit on full set of 1756689 points ---
Entering Unmasked Estep 
Score: -83633104.000000 Penalty: 37385.246094
23->17 Clusters: Score -83633104.000000, best is -84643344.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 585563 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 25553 members 
Mstep: Class 4 contains 25417 members 
Mstep: Class 5 contains 25731 members 
Mstep: Class 6 contains 25453 members 
Mstep: Class 7 contains 25294 members 
Mstep: Class 8 contains 25346 members 
Mstep: Class 9 contains 25540 members 
Mstep: Class 10 contains 25369 members 
Mstep: Class 11 contains 25529 members 
Mstep: Class 12 contains 25119 members 
Mstep: Class 13 contains 25705 members 
Mstep: Class 14 contains 25680 members 
Mstep: Class 15 contains 25625 members 
Mstep: Class 16 contains 25492 members 
Mstep: Class 17 contains 25567 members 
Mstep: Class 18 contains 25423 members 
Mstep: Class 19 contains 25630 members 
Mstep: Class 20 contains 25243 members 
Mstep: Class 21 contains 25413 members 
Mstep: Class 22 contains 25262 members 
Mstep: Class 23 contains 25353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 682.795288 but Gain 2158.054688
Score: -25994090.000000 Penalty: 47477.175781
Iteration 0F: 23 clusters Score -2.599409e+07 nChanged 554871
Entering Unmasked Mstep 
Mstep: Class 0 contains 699 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 24613 members 
Mstep: Class 3 contains 23180 members 
Mstep: Class 4 contains 15737 members 
Mstep: Class 5 contains 31187 members 
Mstep: Class 6 contains 27274 members 
Mstep: Class 7 contains 21207 members 
Mstep: Class 8 contains 23926 members 
Mstep: Class 9 contains 23002 members 
Mstep: Class 10 contains 20822 members 
Mstep: Class 11 contains 29259 members 
Mstep: Class 13 contains 22393 members 
Mstep: Class 14 contains 24987 members 
Mstep: Class 15 contains 30874 members 
Mstep: Class 16 contains 19562 members 
Mstep: Class 17 contains 52830 members 
Mstep: Class 18 contains 40129 members 
Mstep: Class 19 contains 28910 members 
Mstep: Class 20 contains 21010 members 
Mstep: Class 21 contains 27267 members 
Mstep: Class 22 contains 24413 members 
Mstep: Class 23 contains 32735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27350736.000000 Penalty: 47477.175781
Iteration 1F: 23 clusters Score -2.735074e+07 nChanged 162059
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 26577 members 
Mstep: Class 3 contains 18550 members 
Mstep: Class 4 contains 13146 members 
Mstep: Class 5 contains 33238 members 
Mstep: Class 6 contains 26628 members 
Mstep: Class 7 contains 15045 members 
Mstep: Class 8 contains 18752 members 
Mstep: Class 9 contains 21927 members 
Mstep: Class 10 contains 20426 members 
Mstep: Class 11 contains 31618 members 
Mstep: Class 13 contains 19812 members 
Mstep: Class 14 contains 20965 members 
Mstep: Class 15 contains 30106 members 
Mstep: Class 16 contains 15737 members 
Mstep: Class 17 contains 78633 members 
Mstep: Class 18 contains 45986 members 
Mstep: Class 19 contains 23703 members 
Mstep: Class 20 contains 18340 members 
Mstep: Class 21 contains 27656 members 
Mstep: Class 22 contains 24613 members 
Mstep: Class 23 contains 38321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27539950.000000 Penalty: 47477.175781
Iteration 2F: 23 clusters Score -2.753995e+07 nChanged 130424
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 25320 members 
Mstep: Class 3 contains 13792 members 
Mstep: Class 4 contains 13010 members 
Mstep: Class 5 contains 35099 members 
Mstep: Class 6 contains 24969 members 
Mstep: Class 7 contains 9865 members 
Mstep: Class 8 contains 13929 members 
Mstep: Class 9 contains 19037 members 
Mstep: Class 10 contains 18633 members 
Mstep: Class 11 contains 32161 members 
Mstep: Class 13 contains 18114 members 
Mstep: Class 14 contains 17048 members 
Mstep: Class 15 contains 29022 members 
Mstep: Class 16 contains 12632 members 
Mstep: Class 17 contains 107822 members 
Mstep: Class 18 contains 54757 members 
Mstep: Class 19 contains 19502 members 
Mstep: Class 20 contains 15275 members 
Mstep: Class 21 contains 26535 members 
Mstep: Class 22 contains 25201 members 
Mstep: Class 23 contains 40898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27662220.000000 Penalty: 47477.175781
Iteration 3F: 23 clusters Score -2.766222e+07 nChanged 109939
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 21055 members 
Mstep: Class 3 contains 9251 members 
Mstep: Class 4 contains 13228 members 
Mstep: Class 5 contains 36534 members 
Mstep: Class 6 contains 21598 members 
Mstep: Class 7 contains 6134 members 
Mstep: Class 8 contains 10422 members 
Mstep: Class 9 contains 15078 members 
Mstep: Class 10 contains 14986 members 
Mstep: Class 11 contains 29126 members 
Mstep: Class 13 contains 17359 members 
Mstep: Class 14 contains 13171 members 
Mstep: Class 15 contains 27991 members 
Mstep: Class 16 contains 10582 members 
Mstep: Class 17 contains 143146 members 
Mstep: Class 18 contains 66396 members 
Mstep: Class 19 contains 16876 members 
Mstep: Class 20 contains 11331 members 
Mstep: Class 21 contains 23201 members 
Mstep: Class 22 contains 26261 members 
Mstep: Class 23 contains 41232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27766086.000000 Penalty: 47477.175781
Iteration 4F: 23 clusters Score -2.776609e+07 nChanged 99896
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 15230 members 
Mstep: Class 3 contains 5555 members 
Mstep: Class 4 contains 13297 members 
Mstep: Class 5 contains 37458 members 
Mstep: Class 6 contains 17044 members 
Mstep: Class 7 contains 3723 members 
Mstep: Class 8 contains 7820 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 10497 members 
Mstep: Class 11 contains 22848 members 
Mstep: Class 13 contains 16958 members 
Mstep: Class 14 contains 9892 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 9168 members 
Mstep: Class 17 contains 185056 members 
Mstep: Class 18 contains 76874 members 
Mstep: Class 19 contains 15311 members 
Mstep: Class 20 contains 7250 members 
Mstep: Class 21 contains 18184 members 
Mstep: Class 22 contains 27720 members 
Mstep: Class 23 contains 39623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27862796.000000 Penalty: 47477.175781
Iteration 5F: 23 clusters Score -2.78628e+07 nChanged 87681
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 9655 members 
Mstep: Class 3 contains 3434 members 
Mstep: Class 4 contains 13193 members 
Mstep: Class 5 contains 37878 members 
Mstep: Class 6 contains 12266 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 5989 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 6465 members 
Mstep: Class 11 contains 15234 members 
Mstep: Class 13 contains 16313 members 
Mstep: Class 14 contains 7614 members 
Mstep: Class 15 contains 25778 members 
Mstep: Class 16 contains 8111 members 
Mstep: Class 17 contains 228263 members 
Mstep: Class 18 contains 82594 members 
Mstep: Class 19 contains 14285 members 
Mstep: Class 20 contains 3989 members 
Mstep: Class 21 contains 12597 members 
Mstep: Class 22 contains 29535 members 
Mstep: Class 23 contains 36814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2138.346436 but Gain 2158.054688
Score: -27945602.000000 Penalty: 45319.121094
Iteration 6F: 22 clusters Score -2.79456e+07 nChanged 72530
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5961 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 12944 members 
Mstep: Class 5 contains 38001 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 1857 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 4028 members 
Mstep: Class 10 contains 3839 members 
Mstep: Class 11 contains 8934 members 
Mstep: Class 13 contains 15494 members 
Mstep: Class 14 contains 6220 members 
Mstep: Class 15 contains 24519 members 
Mstep: Class 16 contains 7125 members 
Mstep: Class 17 contains 266015 members 
Mstep: Class 18 contains 83596 members 
Mstep: Class 19 contains 13823 members 
Mstep: Class 21 contains 8005 members 
Mstep: Class 22 contains 31616 members 
Mstep: Class 23 contains 33629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2127.729004 but Gain 2158.050781
Score: -28013370.000000 Penalty: 43161.070312
Iteration 7F: 21 clusters Score -2.801337e+07 nChanged 54958
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4233 members 
Mstep: Class 3 contains 1932 members 
Mstep: Class 4 contains 12753 members 
Mstep: Class 5 contains 38209 members 
Mstep: Class 6 contains 5002 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 2407 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 13 contains 14322 members 
Mstep: Class 14 contains 5206 members 
Mstep: Class 15 contains 23005 members 
Mstep: Class 16 contains 6038 members 
Mstep: Class 17 contains 294328 members 
Mstep: Class 18 contains 81541 members 
Mstep: Class 19 contains 13630 members 
Mstep: Class 21 contains 5019 members 
Mstep: Class 22 contains 33285 members 
Mstep: Class 23 contains 30936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1705.633179 but Gain 2158.054688
Score: -28064666.000000 Penalty: 41003.015625
Iteration 8F: 20 clusters Score -2.806467e+07 nChanged 40938
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3805 members 
Mstep: Class 3 contains 1768 members 
Mstep: Class 4 contains 12639 members 
Mstep: Class 5 contains 38883 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 1502 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 11 contains 2601 members 
Mstep: Class 13 contains 12908 members 
Mstep: Class 14 contains 4473 members 
Mstep: Class 15 contains 21448 members 
Mstep: Class 16 contains 4645 members 
Mstep: Class 17 contains 314575 members 
Mstep: Class 18 contains 77964 members 
Mstep: Class 19 contains 13734 members 
Mstep: Class 21 contains 3395 members 
Mstep: Class 22 contains 33782 members 
Mstep: Class 23 contains 28816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1497.054810 but Gain 2158.054688
Score: -28099676.000000 Penalty: 38844.960938
Iteration 9F: 19 clusters Score -2.809968e+07 nChanged 31533
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3820 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 12613 members 
Mstep: Class 5 contains 39812 members 
Mstep: Class 6 contains 1673 members 
Mstep: Class 7 contains 1458 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 13 contains 11708 members 
Mstep: Class 14 contains 3912 members 
Mstep: Class 15 contains 20076 members 
Mstep: Class 16 contains 3402 members 
Mstep: Class 17 contains 329625 members 
Mstep: Class 18 contains 73904 members 
Mstep: Class 19 contains 13912 members 
Mstep: Class 21 contains 2544 members 
Mstep: Class 22 contains 33504 members 
Mstep: Class 23 contains 27120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1250.956421 but Gain 2158.054688
Score: -28122406.000000 Penalty: 36686.906250
Iteration 10F: 18 clusters Score -2.812241e+07 nChanged 23820
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4113 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 12684 members 
Mstep: Class 5 contains 40382 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 13 contains 10913 members 
Mstep: Class 14 contains 3516 members 
Mstep: Class 15 contains 19221 members 
Mstep: Class 16 contains 2354 members 
Mstep: Class 17 contains 340848 members 
Mstep: Class 18 contains 70011 members 
Mstep: Class 19 contains 13429 members 
Mstep: Class 21 contains 2133 members 
Mstep: Class 22 contains 33094 members 
Mstep: Class 23 contains 25474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2057.956543 but Gain 2158.050781
Score: -28136308.000000 Penalty: 34528.855469
Iteration 11Q: 17 clusters Score -2.813631e+07 nChanged 19136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 2230 members 
Mstep: Class 4 contains 13006 members 
Mstep: Class 5 contains 40738 members 
Mstep: Class 7 contains 1427 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 13 contains 10392 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 18658 members 
Mstep: Class 17 contains 349848 members 
Mstep: Class 18 contains 66527 members 
Mstep: Class 19 contains 13391 members 
Mstep: Class 21 contains 1900 members 
Mstep: Class 22 contains 32365 members 
Mstep: Class 23 contains 23824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28146448.000000 Penalty: 34528.855469
Iteration 12Q: 17 clusters Score -2.814645e+07 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 2381 members 
Mstep: Class 4 contains 13319 members 
Mstep: Class 5 contains 40733 members 
Mstep: Class 7 contains 1435 members 
Mstep: Class 8 contains 1939 members 
Mstep: Class 13 contains 10099 members 
Mstep: Class 14 contains 3090 members 
Mstep: Class 15 contains 18356 members 
Mstep: Class 17 contains 356334 members 
Mstep: Class 18 contains 63449 members 
Mstep: Class 19 contains 12751 members 
Mstep: Class 21 contains 1723 members 
Mstep: Class 22 contains 31597 members 
Mstep: Class 23 contains 22173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28152124.000000 Penalty: 34528.855469
Iteration 13Q: 17 clusters Score -2.815212e+07 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5456 members 
Mstep: Class 3 contains 2528 members 
Mstep: Class 4 contains 13673 members 
Mstep: Class 5 contains 40627 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 8 contains 1904 members 
Mstep: Class 13 contains 9936 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 18178 members 
Mstep: Class 17 contains 361532 members 
Mstep: Class 18 contains 60846 members 
Mstep: Class 19 contains 12164 members 
Mstep: Class 21 contains 1641 members 
Mstep: Class 22 contains 30858 members 
Mstep: Class 23 contains 20729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28156588.000000 Penalty: 34528.855469
Iteration 14Q: 17 clusters Score -2.815659e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5939 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 4 contains 14100 members 
Mstep: Class 5 contains 40435 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 1892 members 
Mstep: Class 13 contains 9891 members 
Mstep: Class 14 contains 2823 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 17 contains 365662 members 
Mstep: Class 18 contains 58505 members 
Mstep: Class 19 contains 11660 members 
Mstep: Class 21 contains 1609 members 
Mstep: Class 22 contains 30318 members 
Mstep: Class 23 contains 19477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28159940.000000 Penalty: 34528.855469
Iteration 15Q: 17 clusters Score -2.815994e+07 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6386 members 
Mstep: Class 3 contains 2901 members 
Mstep: Class 4 contains 14525 members 
Mstep: Class 5 contains 40186 members 
Mstep: Class 7 contains 1441 members 
Mstep: Class 8 contains 1891 members 
Mstep: Class 13 contains 9898 members 
Mstep: Class 14 contains 2722 members 
Mstep: Class 15 contains 17979 members 
Mstep: Class 17 contains 369038 members 
Mstep: Class 18 contains 56435 members 
Mstep: Class 19 contains 11205 members 
Mstep: Class 21 contains 1602 members 
Mstep: Class 22 contains 29947 members 
Mstep: Class 23 contains 18423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28163056.000000 Penalty: 34528.855469
Iteration 16Q: 17 clusters Score -2.816306e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6779 members 
Mstep: Class 3 contains 3128 members 
Mstep: Class 4 contains 14983 members 
Mstep: Class 5 contains 39856 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 1894 members 
Mstep: Class 13 contains 9950 members 
Mstep: Class 14 contains 2620 members 
Mstep: Class 15 contains 17903 members 
Mstep: Class 17 contains 371797 members 
Mstep: Class 18 contains 54581 members 
Mstep: Class 19 contains 10800 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 22 contains 29741 members 
Mstep: Class 23 contains 17533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28165434.000000 Penalty: 34528.855469
Iteration 17Q: 17 clusters Score -2.816543e+07 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 4 contains 15469 members 
Mstep: Class 5 contains 39596 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 13 contains 9966 members 
Mstep: Class 14 contains 2514 members 
Mstep: Class 15 contains 17754 members 
Mstep: Class 17 contains 374067 members 
Mstep: Class 18 contains 52918 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 29652 members 
Mstep: Class 23 contains 16741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28167428.000000 Penalty: 34528.855469
Iteration 18Q: 17 clusters Score -2.816743e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7473 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 15975 members 
Mstep: Class 5 contains 39396 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 8 contains 1916 members 
Mstep: Class 13 contains 9963 members 
Mstep: Class 14 contains 2423 members 
Mstep: Class 15 contains 17598 members 
Mstep: Class 17 contains 375997 members 
Mstep: Class 18 contains 51430 members 
Mstep: Class 19 contains 10195 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 29589 members 
Mstep: Class 23 contains 16002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28169504.000000 Penalty: 34528.855469
Iteration 19Q: 17 clusters Score -2.81695e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7793 members 
Mstep: Class 3 contains 3830 members 
Mstep: Class 4 contains 16447 members 
Mstep: Class 5 contains 39307 members 
Mstep: Class 7 contains 1440 members 
Mstep: Class 8 contains 1928 members 
Mstep: Class 13 contains 9923 members 
Mstep: Class 14 contains 2338 members 
Mstep: Class 15 contains 17407 members 
Mstep: Class 17 contains 377624 members 
Mstep: Class 18 contains 50143 members 
Mstep: Class 19 contains 9958 members 
Mstep: Class 21 contains 1673 members 
Mstep: Class 22 contains 29528 members 
Mstep: Class 23 contains 15353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28171064.000000 Penalty: 34528.855469
Iteration 20F: 17 clusters Score -2.817106e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8177 members 
Mstep: Class 3 contains 4161 members 
Mstep: Class 4 contains 16909 members 
Mstep: Class 5 contains 39230 members 
Mstep: Class 7 contains 1422 members 
Mstep: Class 8 contains 1937 members 
Mstep: Class 13 contains 9825 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 17211 members 
Mstep: Class 17 contains 378969 members 
Mstep: Class 18 contains 48992 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 29452 members 
Mstep: Class 23 contains 14735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28172622.000000 Penalty: 34528.855469
Iteration 21Q: 17 clusters Score -2.817262e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8524 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 17349 members 
Mstep: Class 5 contains 39205 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 1942 members 
Mstep: Class 13 contains 9768 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 16995 members 
Mstep: Class 17 contains 380087 members 
Mstep: Class 18 contains 47995 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 21 contains 1721 members 
Mstep: Class 22 contains 29366 members 
Mstep: Class 23 contains 14197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28173822.000000 Penalty: 34528.855469
Iteration 22Q: 17 clusters Score -2.817382e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8800 members 
Mstep: Class 3 contains 4693 members 
Mstep: Class 4 contains 17782 members 
Mstep: Class 5 contains 39174 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 1954 members 
Mstep: Class 13 contains 9680 members 
Mstep: Class 14 contains 1981 members 
Mstep: Class 15 contains 16797 members 
Mstep: Class 17 contains 381071 members 
Mstep: Class 18 contains 47116 members 
Mstep: Class 19 contains 9409 members 
Mstep: Class 21 contains 1747 members 
Mstep: Class 22 contains 29316 members 
Mstep: Class 23 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28174934.000000 Penalty: 34528.855469
Iteration 23Q: 17 clusters Score -2.817493e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9053 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 18152 members 
Mstep: Class 5 contains 39105 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 13 contains 9639 members 
Mstep: Class 14 contains 1893 members 
Mstep: Class 15 contains 16620 members 
Mstep: Class 17 contains 381899 members 
Mstep: Class 18 contains 46355 members 
Mstep: Class 19 contains 9271 members 
Mstep: Class 21 contains 1783 members 
Mstep: Class 22 contains 29260 members 
Mstep: Class 23 contains 13380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28175732.000000 Penalty: 34528.855469
Iteration 24Q: 17 clusters Score -2.817573e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9295 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 18481 members 
Mstep: Class 5 contains 39035 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 13 contains 9638 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 16473 members 
Mstep: Class 17 contains 382579 members 
Mstep: Class 18 contains 45608 members 
Mstep: Class 19 contains 9137 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 29185 members 
Mstep: Class 23 contains 13085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176776.000000 Penalty: 34528.855469
Iteration 25Q: 17 clusters Score -2.817678e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 9486 members 
Mstep: Class 3 contains 5324 members 
Mstep: Class 4 contains 18786 members 
Mstep: Class 5 contains 38988 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 2000 members 
Mstep: Class 13 contains 9639 members 
Mstep: Class 14 contains 1901 members 
Mstep: Class 15 contains 16307 members 
Mstep: Class 17 contains 383145 members 
Mstep: Class 18 contains 44890 members 
Mstep: Class 19 contains 8978 members 
Mstep: Class 21 contains 1901 members 
Mstep: Class 22 contains 29197 members 
Mstep: Class 23 contains 12802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177576.000000 Penalty: 34528.855469
Iteration 26Q: 17 clusters Score -2.817758e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9665 members 
Mstep: Class 3 contains 5543 members 
Mstep: Class 4 contains 19035 members 
Mstep: Class 5 contains 38948 members 
Mstep: Class 7 contains 1246 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 13 contains 9657 members 
Mstep: Class 14 contains 1975 members 
Mstep: Class 15 contains 16153 members 
Mstep: Class 17 contains 383584 members 
Mstep: Class 18 contains 44308 members 
Mstep: Class 19 contains 8820 members 
Mstep: Class 21 contains 1971 members 
Mstep: Class 22 contains 29189 members 
Mstep: Class 23 contains 12535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28178866.000000 Penalty: 34528.855469
Iteration 27Q: 17 clusters Score -2.817887e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9830 members 
Mstep: Class 3 contains 5766 members 
Mstep: Class 4 contains 19209 members 
Mstep: Class 5 contains 38936 members 
Mstep: Class 7 contains 1146 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 13 contains 9658 members 
Mstep: Class 14 contains 2183 members 
Mstep: Class 15 contains 16005 members 
Mstep: Class 17 contains 383940 members 
Mstep: Class 18 contains 43788 members 
Mstep: Class 19 contains 8660 members 
Mstep: Class 21 contains 2025 members 
Mstep: Class 22 contains 29154 members 
Mstep: Class 23 contains 12311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28179984.000000 Penalty: 34528.855469
Iteration 28Q: 17 clusters Score -2.817998e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9953 members 
Mstep: Class 3 contains 5987 members 
Mstep: Class 4 contains 19338 members 
Mstep: Class 5 contains 38923 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 13 contains 9689 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 17 contains 384269 members 
Mstep: Class 18 contains 43296 members 
Mstep: Class 19 contains 8505 members 
Mstep: Class 21 contains 2068 members 
Mstep: Class 22 contains 29139 members 
Mstep: Class 23 contains 12102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28180976.000000 Penalty: 34528.855469
Iteration 29Q: 17 clusters Score -2.818098e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10049 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 19429 members 
Mstep: Class 5 contains 38904 members 
Mstep: Class 7 contains 1071 members 
Mstep: Class 8 contains 2020 members 
Mstep: Class 13 contains 9741 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 15 contains 15704 members 
Mstep: Class 17 contains 384500 members 
Mstep: Class 18 contains 42819 members 
Mstep: Class 19 contains 8376 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 29139 members 
Mstep: Class 23 contains 11918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28181630.000000 Penalty: 34528.855469
Iteration 30Q: 17 clusters Score -2.818163e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10142 members 
Mstep: Class 3 contains 6414 members 
Mstep: Class 4 contains 19471 members 
Mstep: Class 5 contains 38878 members 
Mstep: Class 7 contains 1069 members 
Mstep: Class 8 contains 2019 members 
Mstep: Class 13 contains 9786 members 
Mstep: Class 14 contains 2730 members 
Mstep: Class 15 contains 15569 members 
Mstep: Class 17 contains 384686 members 
Mstep: Class 18 contains 42403 members 
Mstep: Class 19 contains 8293 members 
Mstep: Class 21 contains 2217 members 
Mstep: Class 22 contains 29134 members 
Mstep: Class 23 contains 11760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28181902.000000 Penalty: 34528.855469
Iteration 31Q: 17 clusters Score -2.81819e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10215 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 19510 members 
Mstep: Class 5 contains 38857 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 2025 members 
Mstep: Class 13 contains 9844 members 
Mstep: Class 14 contains 2839 members 
Mstep: Class 15 contains 15448 members 
Mstep: Class 17 contains 384791 members 
Mstep: Class 18 contains 42027 members 
Mstep: Class 19 contains 8258 members 
Mstep: Class 21 contains 2264 members 
Mstep: Class 22 contains 29167 members 
Mstep: Class 23 contains 11616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28182164.000000 Penalty: 34528.855469
Iteration 32Q: 17 clusters Score -2.818216e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10282 members 
Mstep: Class 3 contains 6823 members 
Mstep: Class 4 contains 19557 members 
Mstep: Class 5 contains 38825 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 13 contains 9881 members 
Mstep: Class 14 contains 2952 members 
Mstep: Class 15 contains 15304 members 
Mstep: Class 17 contains 384854 members 
Mstep: Class 18 contains 41676 members 
Mstep: Class 19 contains 8230 members 
Mstep: Class 21 contains 2321 members 
Mstep: Class 22 contains 29246 members 
Mstep: Class 23 contains 11484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28182534.000000 Penalty: 34528.855469
Iteration 33Q: 17 clusters Score -2.818253e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10336 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 19581 members 
Mstep: Class 5 contains 38794 members 
Mstep: Class 7 contains 1075 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 13 contains 9908 members 
Mstep: Class 14 contains 3062 members 
Mstep: Class 15 contains 15157 members 
Mstep: Class 17 contains 384933 members 
Mstep: Class 18 contains 41338 members 
Mstep: Class 19 contains 8215 members 
Mstep: Class 21 contains 2379 members 
Mstep: Class 22 contains 29331 members 
Mstep: Class 23 contains 11362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28182832.000000 Penalty: 34528.855469
Iteration 34Q: 17 clusters Score -2.818283e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10389 members 
Mstep: Class 3 contains 7202 members 
Mstep: Class 4 contains 19596 members 
Mstep: Class 5 contains 38770 members 
Mstep: Class 7 contains 1074 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 13 contains 9935 members 
Mstep: Class 14 contains 3144 members 
Mstep: Class 15 contains 15055 members 
Mstep: Class 17 contains 385035 members 
Mstep: Class 18 contains 41021 members 
Mstep: Class 19 contains 8198 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 29383 members 
Mstep: Class 23 contains 11252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28182978.000000 Penalty: 34528.855469
Iteration 35Q: 17 clusters Score -2.818298e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10430 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 19626 members 
Mstep: Class 5 contains 38751 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 13 contains 9938 members 
Mstep: Class 14 contains 3210 members 
Mstep: Class 15 contains 14982 members 
Mstep: Class 17 contains 385123 members 
Mstep: Class 18 contains 40714 members 
Mstep: Class 19 contains 8185 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 29436 members 
Mstep: Class 23 contains 11150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28183270.000000 Penalty: 34528.855469
Iteration 36Q: 17 clusters Score -2.818327e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10471 members 
Mstep: Class 3 contains 7554 members 
Mstep: Class 4 contains 19656 members 
Mstep: Class 5 contains 38749 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 13 contains 9947 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 14902 members 
Mstep: Class 17 contains 385167 members 
Mstep: Class 18 contains 40413 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 29478 members 
Mstep: Class 23 contains 11069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28183374.000000 Penalty: 34528.855469
Iteration 37Q: 17 clusters Score -2.818337e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10500 members 
Mstep: Class 3 contains 7687 members 
Mstep: Class 4 contains 19672 members 
Mstep: Class 5 contains 38726 members 
Mstep: Class 7 contains 1081 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 13 contains 9979 members 
Mstep: Class 14 contains 3342 members 
Mstep: Class 15 contains 14838 members 
Mstep: Class 17 contains 385180 members 
Mstep: Class 18 contains 40122 members 
Mstep: Class 19 contains 8210 members 
Mstep: Class 21 contains 2545 members 
Mstep: Class 22 contains 29535 members 
Mstep: Class 23 contains 11006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28183568.000000 Penalty: 34528.855469
Iteration 38Q: 17 clusters Score -2.818357e+07 nChanged 1062
Entering ConstructFrom: 
Score: -28183568.000000 Penalty: 34528.855469
Entering ConstructFrom: 
Trying to split cluster 1 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -48607.730469 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -48607.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -47078.738281 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -47078.74 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -47381.843750 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -47381.84 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -47532.367188 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -47532.37 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -47653.257812 Penalty: 2279.230225
	Iteration 3F: 3 clusters Score -47653.26 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -47763.023438 Penalty: 2279.230225
	Iteration 4F: 3 clusters Score -47763.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -47849.910156 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -47849.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -47924.375000 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -47924.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -48016.042969 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -48016.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -48136.656250 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -48136.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -48238.937500 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -48238.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -48312.496094 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -48312.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -48352.847656 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -48352.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -48381.457031 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -48381.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48390.250000 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -48390.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48395.113281 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -48395.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48396.242188 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -48396.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48398.273438 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -48398.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48398.273438 Penalty: 2279.230225
	Iteration 17F: 3 clusters Score -48398.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Entering Unmasked Estep 
Score: -545801.125000 Penalty: 1505.041504
	Iteration 0F: 2 clusters Score -545801.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -538305.250000 Penalty: 3010.083008
	Iteration 0F: 3 clusters Score -538305.2 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -540833.937500 Penalty: 3010.083008
	Iteration 1F: 3 clusters Score -540833.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -541236.875000 Penalty: 3010.083008
	Iteration 2F: 3 clusters Score -541236.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -541629.562500 Penalty: 3010.083008
	Iteration 3F: 3 clusters Score -541629.6 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -541995.750000 Penalty: 3010.083008
	Iteration 4F: 3 clusters Score -541995.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -542363.875000 Penalty: 3010.083008
	Iteration 5F: 3 clusters Score -542363.9 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -542695.625000 Penalty: 3010.083008
	Iteration 6F: 3 clusters Score -542695.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -542993.187500 Penalty: 3010.083008
	Iteration 7Q: 3 clusters Score -542993.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -543327.875000 Penalty: 3010.083008
	Iteration 8Q: 3 clusters Score -543327.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -543618.875000 Penalty: 3010.083008
	Iteration 9Q: 3 clusters Score -543618.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -543820.437500 Penalty: 3010.083008
	Iteration 10Q: 3 clusters Score -543820.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -543939.250000 Penalty: 3010.083008
	Iteration 11Q: 3 clusters Score -543939.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -544009.625000 Penalty: 3010.083008
	Iteration 12Q: 3 clusters Score -544009.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -544049.687500 Penalty: 3010.083008
	Iteration 13Q: 3 clusters Score -544049.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -544083.937500 Penalty: 3010.083008
	Iteration 14Q: 3 clusters Score -544083.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -544117.937500 Penalty: 3010.083008
	Iteration 15Q: 3 clusters Score -544117.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -544149.500000 Penalty: 3010.083008
	Iteration 16Q: 3 clusters Score -544149.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -544183.250000 Penalty: 3010.083008
	Iteration 17Q: 3 clusters Score -544183.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -544217.187500 Penalty: 3010.083008
	Iteration 18Q: 3 clusters Score -544217.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -544249.312500 Penalty: 3010.083008
	Iteration 19Q: 3 clusters Score -544249.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -544282.375000 Penalty: 3010.083008
	Iteration 20F: 3 clusters Score -544282.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -544306.437500 Penalty: 3010.083008
	Iteration 21Q: 3 clusters Score -544306.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -544329.687500 Penalty: 3010.083008
	Iteration 22Q: 3 clusters Score -544329.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -544351.062500 Penalty: 3010.083008
	Iteration 23Q: 3 clusters Score -544351.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -544377.312500 Penalty: 3010.083008
	Iteration 24Q: 3 clusters Score -544377.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -544392.687500 Penalty: 3010.083008
	Iteration 25Q: 3 clusters Score -544392.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -544409.375000 Penalty: 3010.083008
	Iteration 26Q: 3 clusters Score -544409.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -544421.375000 Penalty: 3010.083008
	Iteration 27Q: 3 clusters Score -544421.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -544433.000000 Penalty: 3010.083008
	Iteration 28Q: 3 clusters Score -544433 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -544442.875000 Penalty: 3010.083008
	Iteration 29Q: 3 clusters Score -544442.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -544451.375000 Penalty: 3010.083008
	Iteration 30Q: 3 clusters Score -544451.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -544458.500000 Penalty: 3010.083008
	Iteration 31Q: 3 clusters Score -544458.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -544468.687500 Penalty: 3010.083008
	Iteration 32Q: 3 clusters Score -544468.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -544476.625000 Penalty: 3010.083008
	Iteration 33Q: 3 clusters Score -544476.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -544484.437500 Penalty: 3010.083008
	Iteration 34Q: 3 clusters Score -544484.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -544489.500000 Penalty: 3010.083008
	Iteration 35Q: 3 clusters Score -544489.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -544492.375000 Penalty: 3010.083008
	Iteration 36Q: 3 clusters Score -544492.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -544493.000000 Penalty: 3010.083008
	Iteration 37Q: 3 clusters Score -544493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -544495.062500 Penalty: 3010.083008
	Iteration 38Q: 3 clusters Score -544495.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -544496.437500 Penalty: 3010.083008
	Iteration 39Q: 3 clusters Score -544496.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -544496.000000 Penalty: 3010.083008
	Iteration 40F: 3 clusters Score -544496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -544498.500000 Penalty: 3010.083008
	Iteration 41Q: 3 clusters Score -544498.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -544502.437500 Penalty: 3010.083008
	Iteration 42Q: 3 clusters Score -544502.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -544504.062500 Penalty: 3010.083008
	Iteration 43Q: 3 clusters Score -544504.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -544509.500000 Penalty: 3010.083008
	Iteration 44Q: 3 clusters Score -544509.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -544508.500000 Penalty: 3010.083008
	Iteration 45Q: 3 clusters Score -544508.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -544508.625000 Penalty: 3010.083008
	Iteration 46Q: 3 clusters Score -544508.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -544512.125000 Penalty: 3010.083008
	Iteration 47Q: 3 clusters Score -544512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -544511.875000 Penalty: 3010.083008
	Iteration 48Q: 3 clusters Score -544511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -544511.312500 Penalty: 3010.083008
	Iteration 49Q: 3 clusters Score -544511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -544512.062500 Penalty: 3010.083008
	Iteration 50Q: 3 clusters Score -544512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -544511.687500 Penalty: 3010.083008
	Iteration 51Q: 3 clusters Score -544511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -544511.812500 Penalty: 3010.083008
	Iteration 52Q: 3 clusters Score -544511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -544511.812500 Penalty: 3010.083008
	Iteration 53F: 3 clusters Score -544511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Entering Unmasked Estep 
Score: -400300.500000 Penalty: 1456.242798
	Iteration 0F: 2 clusters Score -400300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -394521.187500 Penalty: 2912.485596
	Iteration 0F: 3 clusters Score -394521.2 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -396373.093750 Penalty: 2912.485596
	Iteration 1F: 3 clusters Score -396373.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -396592.406250 Penalty: 2912.485596
	Iteration 2F: 3 clusters Score -396592.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -396770.656250 Penalty: 2912.485596
	Iteration 3Q: 3 clusters Score -396770.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -396918.500000 Penalty: 2912.485596
	Iteration 4Q: 3 clusters Score -396918.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -397024.031250 Penalty: 2912.485596
	Iteration 5Q: 3 clusters Score -397024 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -397105.531250 Penalty: 2912.485596
	Iteration 6Q: 3 clusters Score -397105.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -397182.562500 Penalty: 2912.485596
	Iteration 7Q: 3 clusters Score -397182.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -397273.375000 Penalty: 2912.485596
	Iteration 8Q: 3 clusters Score -397273.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -397360.156250 Penalty: 2912.485596
	Iteration 9Q: 3 clusters Score -397360.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -397449.781250 Penalty: 2912.485596
	Iteration 10Q: 3 clusters Score -397449.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -397521.281250 Penalty: 2912.485596
	Iteration 11Q: 3 clusters Score -397521.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -397581.687500 Penalty: 2912.485596
	Iteration 12Q: 3 clusters Score -397581.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -397649.875000 Penalty: 2912.485596
	Iteration 13Q: 3 clusters Score -397649.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -397719.093750 Penalty: 2912.485596
	Iteration 14Q: 3 clusters Score -397719.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -397788.875000 Penalty: 2912.485596
	Iteration 15Q: 3 clusters Score -397788.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -397874.718750 Penalty: 2912.485596
	Iteration 16Q: 3 clusters Score -397874.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -397954.781250 Penalty: 2912.485596
	Iteration 17Q: 3 clusters Score -397954.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -398016.843750 Penalty: 2912.485596
	Iteration 18Q: 3 clusters Score -398016.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -398083.625000 Penalty: 2912.485596
	Iteration 19Q: 3 clusters Score -398083.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -398145.250000 Penalty: 2912.485596
	Iteration 20F: 3 clusters Score -398145.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -398197.906250 Penalty: 2912.485596
	Iteration 21Q: 3 clusters Score -398197.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -398236.812500 Penalty: 2912.485596
	Iteration 22Q: 3 clusters Score -398236.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -398274.937500 Penalty: 2912.485596
	Iteration 23Q: 3 clusters Score -398274.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -398313.843750 Penalty: 2912.485596
	Iteration 24Q: 3 clusters Score -398313.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -398343.750000 Penalty: 2912.485596
	Iteration 25Q: 3 clusters Score -398343.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -398374.218750 Penalty: 2912.485596
	Iteration 26Q: 3 clusters Score -398374.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -398407.250000 Penalty: 2912.485596
	Iteration 27Q: 3 clusters Score -398407.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -398433.343750 Penalty: 2912.485596
	Iteration 28Q: 3 clusters Score -398433.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -398458.093750 Penalty: 2912.485596
	Iteration 29Q: 3 clusters Score -398458.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -398487.625000 Penalty: 2912.485596
	Iteration 30Q: 3 clusters Score -398487.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -398507.000000 Penalty: 2912.485596
	Iteration 31Q: 3 clusters Score -398507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -398525.437500 Penalty: 2912.485596
	Iteration 32Q: 3 clusters Score -398525.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -398545.937500 Penalty: 2912.485596
	Iteration 33Q: 3 clusters Score -398545.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -398568.781250 Penalty: 2912.485596
	Iteration 34Q: 3 clusters Score -398568.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -398587.093750 Penalty: 2912.485596
	Iteration 35Q: 3 clusters Score -398587.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -398612.687500 Penalty: 2912.485596
	Iteration 36Q: 3 clusters Score -398612.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -398638.093750 Penalty: 2912.485596
	Iteration 37Q: 3 clusters Score -398638.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -398662.468750 Penalty: 2912.485596
	Iteration 38Q: 3 clusters Score -398662.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -398680.562500 Penalty: 2912.485596
	Iteration 39Q: 3 clusters Score -398680.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -398698.000000 Penalty: 2912.485596
	Iteration 40F: 3 clusters Score -398698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -398714.312500 Penalty: 2912.485596
	Iteration 41Q: 3 clusters Score -398714.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -398726.812500 Penalty: 2912.485596
	Iteration 42Q: 3 clusters Score -398726.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -398737.625000 Penalty: 2912.485596
	Iteration 43Q: 3 clusters Score -398737.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -398755.312500 Penalty: 2912.485596
	Iteration 44Q: 3 clusters Score -398755.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -398773.000000 Penalty: 2912.485596
	Iteration 45Q: 3 clusters Score -398773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -398791.125000 Penalty: 2912.485596
	Iteration 46Q: 3 clusters Score -398791.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -398809.437500 Penalty: 2912.485596
	Iteration 47Q: 3 clusters Score -398809.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -398832.843750 Penalty: 2912.485596
	Iteration 48Q: 3 clusters Score -398832.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -398853.625000 Penalty: 2912.485596
	Iteration 49Q: 3 clusters Score -398853.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -398862.343750 Penalty: 2912.485596
	Iteration 50Q: 3 clusters Score -398862.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -398874.250000 Penalty: 2912.485596
	Iteration 51Q: 3 clusters Score -398874.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -398887.343750 Penalty: 2912.485596
	Iteration 52Q: 3 clusters Score -398887.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -398893.562500 Penalty: 2912.485596
	Iteration 53Q: 3 clusters Score -398893.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -398897.312500 Penalty: 2912.485596
	Iteration 54Q: 3 clusters Score -398897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -398902.937500 Penalty: 2912.485596
	Iteration 55Q: 3 clusters Score -398902.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -398913.500000 Penalty: 2912.485596
	Iteration 56Q: 3 clusters Score -398913.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -398923.625000 Penalty: 2912.485596
	Iteration 57Q: 3 clusters Score -398923.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -398933.093750 Penalty: 2912.485596
	Iteration 58Q: 3 clusters Score -398933.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -398941.375000 Penalty: 2912.485596
	Iteration 59Q: 3 clusters Score -398941.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -398950.000000 Penalty: 2912.485596
	Iteration 60F: 3 clusters Score -398950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -398962.312500 Penalty: 2912.485596
	Iteration 61Q: 3 clusters Score -398962.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -398973.156250 Penalty: 2912.485596
	Iteration 62Q: 3 clusters Score -398973.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -398981.312500 Penalty: 2912.485596
	Iteration 63Q: 3 clusters Score -398981.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -398990.375000 Penalty: 2912.485596
	Iteration 64Q: 3 clusters Score -398990.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -399000.625000 Penalty: 2912.485596
	Iteration 65Q: 3 clusters Score -399000.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -399004.562500 Penalty: 2912.485596
	Iteration 66Q: 3 clusters Score -399004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -399008.062500 Penalty: 2912.485596
	Iteration 67Q: 3 clusters Score -399008.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -399010.281250 Penalty: 2912.485596
	Iteration 68Q: 3 clusters Score -399010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -399012.875000 Penalty: 2912.485596
	Iteration 69Q: 3 clusters Score -399012.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -399015.437500 Penalty: 2912.485596
	Iteration 70Q: 3 clusters Score -399015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -399016.000000 Penalty: 2912.485596
	Iteration 71Q: 3 clusters Score -399016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -399016.000000 Penalty: 2912.485596
	Iteration 72F: 3 clusters Score -399016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Entering Unmasked Estep 
Score: -853207.312500 Penalty: 1606.654419
	Iteration 0F: 2 clusters Score -853207.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -839895.562500 Penalty: 3213.308838
	Iteration 0F: 3 clusters Score -839895.6 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -845434.500000 Penalty: 3213.308838
	Iteration 1F: 3 clusters Score -845434.5 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -847332.750000 Penalty: 3213.308838
	Iteration 2F: 3 clusters Score -847332.8 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -849625.875000 Penalty: 3213.308838
	Iteration 3F: 3 clusters Score -849625.9 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -851376.125000 Penalty: 3213.308838
	Iteration 4F: 3 clusters Score -851376.1 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -852446.875000 Penalty: 3213.308838
	Iteration 5F: 3 clusters Score -852446.9 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -853068.687500 Penalty: 3213.308838
	Iteration 6Q: 3 clusters Score -853068.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -853471.250000 Penalty: 3213.308838
	Iteration 7Q: 3 clusters Score -853471.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -853765.312500 Penalty: 3213.308838
	Iteration 8Q: 3 clusters Score -853765.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -853995.812500 Penalty: 3213.308838
	Iteration 9Q: 3 clusters Score -853995.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -854207.500000 Penalty: 3213.308838
	Iteration 10Q: 3 clusters Score -854207.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -854351.250000 Penalty: 3213.308838
	Iteration 11Q: 3 clusters Score -854351.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -854473.812500 Penalty: 3213.308838
	Iteration 12Q: 3 clusters Score -854473.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -854563.187500 Penalty: 3213.308838
	Iteration 13Q: 3 clusters Score -854563.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -854620.687500 Penalty: 3213.308838
	Iteration 14Q: 3 clusters Score -854620.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -854665.562500 Penalty: 3213.308838
	Iteration 15Q: 3 clusters Score -854665.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -854696.812500 Penalty: 3213.308838
	Iteration 16Q: 3 clusters Score -854696.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -854721.437500 Penalty: 3213.308838
	Iteration 17Q: 3 clusters Score -854721.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -854735.062500 Penalty: 3213.308838
	Iteration 18Q: 3 clusters Score -854735.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -854750.937500 Penalty: 3213.308838
	Iteration 19Q: 3 clusters Score -854750.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -854760.562500 Penalty: 3213.308838
	Iteration 20F: 3 clusters Score -854760.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -854769.312500 Penalty: 3213.308838
	Iteration 21Q: 3 clusters Score -854769.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -854776.250000 Penalty: 3213.308838
	Iteration 22Q: 3 clusters Score -854776.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -854780.375000 Penalty: 3213.308838
	Iteration 23Q: 3 clusters Score -854780.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -854788.812500 Penalty: 3213.308838
	Iteration 24Q: 3 clusters Score -854788.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -854799.187500 Penalty: 3213.308838
	Iteration 25Q: 3 clusters Score -854799.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -854809.375000 Penalty: 3213.308838
	Iteration 26Q: 3 clusters Score -854809.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -854816.937500 Penalty: 3213.308838
	Iteration 27Q: 3 clusters Score -854816.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -854821.750000 Penalty: 3213.308838
	Iteration 28Q: 3 clusters Score -854821.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -854826.437500 Penalty: 3213.308838
	Iteration 29Q: 3 clusters Score -854826.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -854836.062500 Penalty: 3213.308838
	Iteration 30Q: 3 clusters Score -854836.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -854841.875000 Penalty: 3213.308838
	Iteration 31Q: 3 clusters Score -854841.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -854841.937500 Penalty: 3213.308838
	Iteration 32Q: 3 clusters Score -854841.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -854845.625000 Penalty: 3213.308838
	Iteration 33Q: 3 clusters Score -854845.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -854846.625000 Penalty: 3213.308838
	Iteration 34Q: 3 clusters Score -854846.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -854847.187500 Penalty: 3213.308838
	Iteration 35Q: 3 clusters Score -854847.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -854848.750000 Penalty: 3213.308838
	Iteration 36Q: 3 clusters Score -854848.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -854847.250000 Penalty: 3213.308838
	Iteration 37Q: 3 clusters Score -854847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -854845.125000 Penalty: 3213.308838
	Iteration 38Q: 3 clusters Score -854845.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -854846.437500 Penalty: 3213.308838
	Iteration 39Q: 3 clusters Score -854846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -854846.437500 Penalty: 3213.308838
	Iteration 40F: 3 clusters Score -854846.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10528 members 
Mstep: Class 3 contains 7797 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 38694 members 
Mstep: Class 6 contains 17437 members 
Mstep: Class 7 contains 1087 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 13 contains 10009 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 17 contains 385205 members 
Mstep: Class 18 contains 39878 members 
Mstep: Class 19 contains 8210 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 29587 members 
Mstep: Class 23 contains 10957 members 
Entering Unmasked Estep 
Score: -28184788.000000 Penalty: 36686.906250
Splitting cluster 4 changes total score from -28183568.000000 to -28184788.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (38694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Entering Unmasked Estep 
Score: -1934863.875000 Penalty: 1716.558838
	Iteration 0F: 2 clusters Score -1934864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -1908878.125000 Penalty: 3433.117676
	Iteration 0F: 3 clusters Score -1908878 nChanged 18065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1919157.875000 Penalty: 3433.117676
	Iteration 1F: 3 clusters Score -1919158 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -1919680.750000 Penalty: 3433.117676
	Iteration 2Q: 3 clusters Score -1919681 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1920252.875000 Penalty: 3433.117676
	Iteration 3Q: 3 clusters Score -1920253 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1920842.125000 Penalty: 3433.117676
	Iteration 4Q: 3 clusters Score -1920842 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -1921587.125000 Penalty: 3433.117676
	Iteration 5Q: 3 clusters Score -1921587 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -1922495.750000 Penalty: 3433.117676
	Iteration 6Q: 3 clusters Score -1922496 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -1923500.250000 Penalty: 3433.117676
	Iteration 7Q: 3 clusters Score -1923500 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -1924624.000000 Penalty: 3433.117676
	Iteration 8F: 3 clusters Score -1924624 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -1925861.500000 Penalty: 3433.117676
	Iteration 9F: 3 clusters Score -1925862 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -1927040.250000 Penalty: 3433.117676
	Iteration 10F: 3 clusters Score -1927040 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -1927955.250000 Penalty: 3433.117676
	Iteration 11Q: 3 clusters Score -1927955 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -1928611.125000 Penalty: 3433.117676
	Iteration 12Q: 3 clusters Score -1928611 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -1929095.375000 Penalty: 3433.117676
	Iteration 13Q: 3 clusters Score -1929095 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -1929446.125000 Penalty: 3433.117676
	Iteration 14Q: 3 clusters Score -1929446 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -1929726.625000 Penalty: 3433.117676
	Iteration 15Q: 3 clusters Score -1929727 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -1929998.125000 Penalty: 3433.117676
	Iteration 16Q: 3 clusters Score -1929998 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -1930261.750000 Penalty: 3433.117676
	Iteration 17Q: 3 clusters Score -1930262 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -1930532.125000 Penalty: 3433.117676
	Iteration 18Q: 3 clusters Score -1930532 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -1930815.250000 Penalty: 3433.117676
	Iteration 19Q: 3 clusters Score -1930815 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -1931101.875000 Penalty: 3433.117676
	Iteration 20F: 3 clusters Score -1931102 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -1931406.000000 Penalty: 3433.117676
	Iteration 21Q: 3 clusters Score -1931406 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -1931639.625000 Penalty: 3433.117676
	Iteration 22Q: 3 clusters Score -1931640 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -1931885.000000 Penalty: 3433.117676
	Iteration 23Q: 3 clusters Score -1931885 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -1932092.625000 Penalty: 3433.117676
	Iteration 24Q: 3 clusters Score -1932093 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -1932257.625000 Penalty: 3433.117676
	Iteration 25Q: 3 clusters Score -1932258 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -1932399.500000 Penalty: 3433.117676
	Iteration 26Q: 3 clusters Score -1932400 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -1932537.500000 Penalty: 3433.117676
	Iteration 27Q: 3 clusters Score -1932538 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -1932656.750000 Penalty: 3433.117676
	Iteration 28Q: 3 clusters Score -1932657 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -1932769.250000 Penalty: 3433.117676
	Iteration 29Q: 3 clusters Score -1932769 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -1932898.375000 Penalty: 3433.117676
	Iteration 30Q: 3 clusters Score -1932898 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -1933000.875000 Penalty: 3433.117676
	Iteration 31Q: 3 clusters Score -1933001 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -1933082.000000 Penalty: 3433.117676
	Iteration 32Q: 3 clusters Score -1933082 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -1933140.375000 Penalty: 3433.117676
	Iteration 33Q: 3 clusters Score -1933140 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -1933194.625000 Penalty: 3433.117676
	Iteration 34Q: 3 clusters Score -1933195 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -1933253.500000 Penalty: 3433.117676
	Iteration 35Q: 3 clusters Score -1933254 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -1933316.375000 Penalty: 3433.117676
	Iteration 36Q: 3 clusters Score -1933316 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -1933381.625000 Penalty: 3433.117676
	Iteration 37Q: 3 clusters Score -1933382 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -1933423.125000 Penalty: 3433.117676
	Iteration 38Q: 3 clusters Score -1933423 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -1933466.500000 Penalty: 3433.117676
	Iteration 39Q: 3 clusters Score -1933466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -1933502.875000 Penalty: 3433.117676
	Iteration 40F: 3 clusters Score -1933503 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -1933530.750000 Penalty: 3433.117676
	Iteration 41Q: 3 clusters Score -1933531 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -1933557.000000 Penalty: 3433.117676
	Iteration 42Q: 3 clusters Score -1933557 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -1933577.125000 Penalty: 3433.117676
	Iteration 43Q: 3 clusters Score -1933577 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -1933602.500000 Penalty: 3433.117676
	Iteration 44Q: 3 clusters Score -1933602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -1933627.250000 Penalty: 3433.117676
	Iteration 45Q: 3 clusters Score -1933627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -1933648.875000 Penalty: 3433.117676
	Iteration 46Q: 3 clusters Score -1933649 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -1933670.250000 Penalty: 3433.117676
	Iteration 47Q: 3 clusters Score -1933670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -1933690.750000 Penalty: 3433.117676
	Iteration 48Q: 3 clusters Score -1933691 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -1933706.250000 Penalty: 3433.117676
	Iteration 49Q: 3 clusters Score -1933706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -1933724.000000 Penalty: 3433.117676
	Iteration 50Q: 3 clusters Score -1933724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -1933742.500000 Penalty: 3433.117676
	Iteration 51Q: 3 clusters Score -1933742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -1933763.875000 Penalty: 3433.117676
	Iteration 52Q: 3 clusters Score -1933764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -1933776.000000 Penalty: 3433.117676
	Iteration 53Q: 3 clusters Score -1933776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -1933784.750000 Penalty: 3433.117676
	Iteration 54Q: 3 clusters Score -1933785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -1933794.750000 Penalty: 3433.117676
	Iteration 55Q: 3 clusters Score -1933795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -1933803.125000 Penalty: 3433.117676
	Iteration 56Q: 3 clusters Score -1933803 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -1933807.625000 Penalty: 3433.117676
	Iteration 57Q: 3 clusters Score -1933808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -1933817.750000 Penalty: 3433.117676
	Iteration 58Q: 3 clusters Score -1933818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -1933822.125000 Penalty: 3433.117676
	Iteration 59Q: 3 clusters Score -1933822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -1933829.375000 Penalty: 3433.117676
	Iteration 60F: 3 clusters Score -1933829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -1933833.500000 Penalty: 3433.117676
	Iteration 61Q: 3 clusters Score -1933834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -1933835.875000 Penalty: 3433.117676
	Iteration 62Q: 3 clusters Score -1933836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -1933836.875000 Penalty: 3433.117676
	Iteration 63Q: 3 clusters Score -1933837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -1933836.000000 Penalty: 3433.117676
	Iteration 64Q: 3 clusters Score -1933836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -1933844.750000 Penalty: 3433.117676
	Iteration 65Q: 3 clusters Score -1933845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -1933843.500000 Penalty: 3433.117676
	Iteration 66Q: 3 clusters Score -1933844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -1933841.500000 Penalty: 3433.117676
	Iteration 67Q: 3 clusters Score -1933842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -1933841.250000 Penalty: 3433.117676
	Iteration 68Q: 3 clusters Score -1933841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -1933842.125000 Penalty: 3433.117676
	Iteration 69Q: 3 clusters Score -1933842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -1933840.875000 Penalty: 3433.117676
	Iteration 70Q: 3 clusters Score -1933841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -1933840.375000 Penalty: 3433.117676
	Iteration 71Q: 3 clusters Score -1933840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -1933841.125000 Penalty: 3433.117676
	Iteration 72Q: 3 clusters Score -1933841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -1933841.875000 Penalty: 3433.117676
	Iteration 73Q: 3 clusters Score -1933842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -1933843.125000 Penalty: 3433.117676
	Iteration 74Q: 3 clusters Score -1933843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -1933842.875000 Penalty: 3433.117676
	Iteration 75Q: 3 clusters Score -1933843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -1933840.750000 Penalty: 3433.117676
	Iteration 76Q: 3 clusters Score -1933841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -1933841.875000 Penalty: 3433.117676
	Iteration 77Q: 3 clusters Score -1933842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -1933844.000000 Penalty: 3433.117676
	Iteration 78Q: 3 clusters Score -1933844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -1933843.750000 Penalty: 3433.117676
	Iteration 79Q: 3 clusters Score -1933844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -1933844.875000 Penalty: 3433.117676
	Iteration 80F: 3 clusters Score -1933845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -1933847.750000 Penalty: 3433.117676
	Iteration 81Q: 3 clusters Score -1933848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -1933845.250000 Penalty: 3433.117676
	Iteration 82Q: 3 clusters Score -1933845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -1933847.000000 Penalty: 3433.117676
	Iteration 83Q: 3 clusters Score -1933847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -1933851.125000 Penalty: 3433.117676
	Iteration 84Q: 3 clusters Score -1933851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -1933855.500000 Penalty: 3433.117676
	Iteration 85Q: 3 clusters Score -1933856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -1933853.625000 Penalty: 3433.117676
	Iteration 86Q: 3 clusters Score -1933854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -1933853.875000 Penalty: 3433.117676
	Iteration 87Q: 3 clusters Score -1933854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -1933857.000000 Penalty: 3433.117676
	Iteration 88Q: 3 clusters Score -1933857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -1933856.250000 Penalty: 3433.117676
	Iteration 89Q: 3 clusters Score -1933856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -1933861.125000 Penalty: 3433.117676
	Iteration 90Q: 3 clusters Score -1933861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -1933858.500000 Penalty: 3433.117676
	Iteration 91Q: 3 clusters Score -1933858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -1933859.500000 Penalty: 3433.117676
	Iteration 92Q: 3 clusters Score -1933860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -1933859.500000 Penalty: 3433.117676
	Iteration 93F: 3 clusters Score -1933860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -43870.031250 Penalty: 1136.066284
	Iteration 0F: 2 clusters Score -43870.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -42403.578125 Penalty: 2272.132568
	Iteration 0F: 3 clusters Score -42403.58 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -42788.804688 Penalty: 2272.132568
	Iteration 1F: 3 clusters Score -42788.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -42947.597656 Penalty: 2272.132568
	Iteration 2F: 3 clusters Score -42947.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -43059.519531 Penalty: 2272.132568
	Iteration 3F: 3 clusters Score -43059.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -43150.292969 Penalty: 2272.132568
	Iteration 4Q: 3 clusters Score -43150.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -43204.312500 Penalty: 2272.132568
	Iteration 5Q: 3 clusters Score -43204.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -43234.957031 Penalty: 2272.132568
	Iteration 6Q: 3 clusters Score -43234.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -43259.203125 Penalty: 2272.132568
	Iteration 7Q: 3 clusters Score -43259.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -43279.097656 Penalty: 2272.132568
	Iteration 8Q: 3 clusters Score -43279.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -43294.960938 Penalty: 2272.132568
	Iteration 9Q: 3 clusters Score -43294.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -43303.488281 Penalty: 2272.132568
	Iteration 10Q: 3 clusters Score -43303.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -43311.945312 Penalty: 2272.132568
	Iteration 11Q: 3 clusters Score -43311.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -43320.523438 Penalty: 2272.132568
	Iteration 12Q: 3 clusters Score -43320.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -43324.105469 Penalty: 2272.132568
	Iteration 13Q: 3 clusters Score -43324.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -43326.203125 Penalty: 2272.132568
	Iteration 14Q: 3 clusters Score -43326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -43328.738281 Penalty: 2272.132568
	Iteration 15Q: 3 clusters Score -43328.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -43328.933594 Penalty: 2272.132568
	Iteration 16Q: 3 clusters Score -43328.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -43328.933594 Penalty: 2272.132568
	Iteration 17F: 3 clusters Score -43328.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -94033.312500 Penalty: 1238.444214
	Iteration 0F: 2 clusters Score -94033.31 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 1037 members 
Entering Unmasked Estep 
Score: -91949.703125 Penalty: 2476.888428
	Iteration 0F: 3 clusters Score -91949.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -92477.515625 Penalty: 2476.888428
	Iteration 1F: 3 clusters Score -92477.52 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -92693.070312 Penalty: 2476.888428
	Iteration 2F: 3 clusters Score -92693.07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -92836.421875 Penalty: 2476.888428
	Iteration 3F: 3 clusters Score -92836.42 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -93002.789062 Penalty: 2476.888428
	Iteration 4F: 3 clusters Score -93002.79 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -93209.718750 Penalty: 2476.888428
	Iteration 5F: 3 clusters Score -93209.72 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -93570.664062 Penalty: 2476.888428
	Iteration 6F: 3 clusters Score -93570.66 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -94158.289062 Penalty: 2476.888428
	Iteration 7F: 3 clusters Score -94158.29 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -95143.007812 Penalty: 2476.888428
	Iteration 8F: 3 clusters Score -95143.01 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -95739.914062 Penalty: 2476.888428
	Iteration 9Q: 3 clusters Score -95739.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -95757.132812 Penalty: 2476.888428
	Iteration 10Q: 3 clusters Score -95757.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -95757.132812 Penalty: 2476.888428
	Iteration 11F: 3 clusters Score -95757.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10528 members 
Mstep: Class 3 contains 7797 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 38694 members 
Mstep: Class 6 contains 17437 members 
Mstep: Class 7 contains 1087 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 13 contains 10009 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 17 contains 385205 members 
Mstep: Class 18 contains 39878 members 
Mstep: Class 19 contains 8210 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 29587 members 
Mstep: Class 23 contains 10957 members 
Entering Unmasked Estep 
Score: -28185554.000000 Penalty: 38844.960938
Splitting cluster 8 changes total score from -28183568.000000 to -28185554.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 13 (10009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Entering Unmasked Estep 
Score: -465640.875000 Penalty: 1496.826416
	Iteration 0F: 2 clusters Score -465640.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -458521.093750 Penalty: 2993.652832
	Iteration 0F: 3 clusters Score -458521.1 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -460985.062500 Penalty: 2993.652832
	Iteration 1F: 3 clusters Score -460985.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -461325.531250 Penalty: 2993.652832
	Iteration 2F: 3 clusters Score -461325.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -461653.031250 Penalty: 2993.652832
	Iteration 3F: 3 clusters Score -461653 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -461943.125000 Penalty: 2993.652832
	Iteration 4F: 3 clusters Score -461943.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -462214.187500 Penalty: 2993.652832
	Iteration 5F: 3 clusters Score -462214.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -462497.687500 Penalty: 2993.652832
	Iteration 6Q: 3 clusters Score -462497.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -462803.843750 Penalty: 2993.652832
	Iteration 7Q: 3 clusters Score -462803.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -463096.031250 Penalty: 2993.652832
	Iteration 8Q: 3 clusters Score -463096 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -463322.281250 Penalty: 2993.652832
	Iteration 9Q: 3 clusters Score -463322.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -463529.375000 Penalty: 2993.652832
	Iteration 10Q: 3 clusters Score -463529.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -463741.093750 Penalty: 2993.652832
	Iteration 11Q: 3 clusters Score -463741.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -463929.218750 Penalty: 2993.652832
	Iteration 12Q: 3 clusters Score -463929.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -464043.062500 Penalty: 2993.652832
	Iteration 13Q: 3 clusters Score -464043.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -464141.718750 Penalty: 2993.652832
	Iteration 14Q: 3 clusters Score -464141.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -464240.875000 Penalty: 2993.652832
	Iteration 15Q: 3 clusters Score -464240.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -464347.406250 Penalty: 2993.652832
	Iteration 16Q: 3 clusters Score -464347.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -464423.781250 Penalty: 2993.652832
	Iteration 17Q: 3 clusters Score -464423.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -464478.937500 Penalty: 2993.652832
	Iteration 18Q: 3 clusters Score -464478.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -464506.375000 Penalty: 2993.652832
	Iteration 19Q: 3 clusters Score -464506.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -464526.718750 Penalty: 2993.652832
	Iteration 20F: 3 clusters Score -464526.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -464535.375000 Penalty: 2993.652832
	Iteration 21Q: 3 clusters Score -464535.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -464542.156250 Penalty: 2993.652832
	Iteration 22Q: 3 clusters Score -464542.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -464545.187500 Penalty: 2993.652832
	Iteration 23Q: 3 clusters Score -464545.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -464547.781250 Penalty: 2993.652832
	Iteration 24Q: 3 clusters Score -464547.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -464550.968750 Penalty: 2993.652832
	Iteration 25Q: 3 clusters Score -464551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -464553.812500 Penalty: 2993.652832
	Iteration 26Q: 3 clusters Score -464553.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -464558.031250 Penalty: 2993.652832
	Iteration 27Q: 3 clusters Score -464558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -464560.156250 Penalty: 2993.652832
	Iteration 28Q: 3 clusters Score -464560.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -464564.406250 Penalty: 2993.652832
	Iteration 29Q: 3 clusters Score -464564.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -464565.593750 Penalty: 2993.652832
	Iteration 30Q: 3 clusters Score -464565.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -464569.375000 Penalty: 2993.652832
	Iteration 31Q: 3 clusters Score -464569.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -464574.000000 Penalty: 2993.652832
	Iteration 32Q: 3 clusters Score -464574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -464580.250000 Penalty: 2993.652832
	Iteration 33Q: 3 clusters Score -464580.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -464586.937500 Penalty: 2993.652832
	Iteration 34Q: 3 clusters Score -464586.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -464594.937500 Penalty: 2993.652832
	Iteration 35Q: 3 clusters Score -464594.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -464604.281250 Penalty: 2993.652832
	Iteration 36Q: 3 clusters Score -464604.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -464609.937500 Penalty: 2993.652832
	Iteration 37Q: 3 clusters Score -464609.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -464612.250000 Penalty: 2993.652832
	Iteration 38Q: 3 clusters Score -464612.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -464616.375000 Penalty: 2993.652832
	Iteration 39Q: 3 clusters Score -464616.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -464618.718750 Penalty: 2993.652832
	Iteration 40F: 3 clusters Score -464618.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -464619.375000 Penalty: 2993.652832
	Iteration 41Q: 3 clusters Score -464619.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -464622.625000 Penalty: 2993.652832
	Iteration 42Q: 3 clusters Score -464622.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -464624.843750 Penalty: 2993.652832
	Iteration 43Q: 3 clusters Score -464624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -464627.437500 Penalty: 2993.652832
	Iteration 44Q: 3 clusters Score -464627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -464627.812500 Penalty: 2993.652832
	Iteration 45Q: 3 clusters Score -464627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -464627.750000 Penalty: 2993.652832
	Iteration 46Q: 3 clusters Score -464627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -464629.656250 Penalty: 2993.652832
	Iteration 47Q: 3 clusters Score -464629.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -464628.437500 Penalty: 2993.652832
	Iteration 48Q: 3 clusters Score -464628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -464629.468750 Penalty: 2993.652832
	Iteration 49Q: 3 clusters Score -464629.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -464629.500000 Penalty: 2993.652832
	Iteration 50Q: 3 clusters Score -464629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -464629.500000 Penalty: 2993.652832
	Iteration 51F: 3 clusters Score -464629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Entering Unmasked Estep 
Score: -159886.968750 Penalty: 1321.898682
	Iteration 0F: 2 clusters Score -159887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -156881.406250 Penalty: 2643.797363
	Iteration 0F: 3 clusters Score -156881.4 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -157655.687500 Penalty: 2643.797363
	Iteration 1F: 3 clusters Score -157655.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -157835.078125 Penalty: 2643.797363
	Iteration 2F: 3 clusters Score -157835.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -157994.890625 Penalty: 2643.797363
	Iteration 3F: 3 clusters Score -157994.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -158168.953125 Penalty: 2643.797363
	Iteration 4F: 3 clusters Score -158169 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -158348.468750 Penalty: 2643.797363
	Iteration 5F: 3 clusters Score -158348.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -158493.281250 Penalty: 2643.797363
	Iteration 6F: 3 clusters Score -158493.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -158612.062500 Penalty: 2643.797363
	Iteration 7Q: 3 clusters Score -158612.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -158734.015625 Penalty: 2643.797363
	Iteration 8Q: 3 clusters Score -158734 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -158836.640625 Penalty: 2643.797363
	Iteration 9Q: 3 clusters Score -158836.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -158911.078125 Penalty: 2643.797363
	Iteration 10Q: 3 clusters Score -158911.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -158959.703125 Penalty: 2643.797363
	Iteration 11Q: 3 clusters Score -158959.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -158995.453125 Penalty: 2643.797363
	Iteration 12Q: 3 clusters Score -158995.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -159021.078125 Penalty: 2643.797363
	Iteration 13Q: 3 clusters Score -159021.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -159045.546875 Penalty: 2643.797363
	Iteration 14Q: 3 clusters Score -159045.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -159062.890625 Penalty: 2643.797363
	Iteration 15Q: 3 clusters Score -159062.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -159077.296875 Penalty: 2643.797363
	Iteration 16Q: 3 clusters Score -159077.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -159091.406250 Penalty: 2643.797363
	Iteration 17Q: 3 clusters Score -159091.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -159100.203125 Penalty: 2643.797363
	Iteration 18Q: 3 clusters Score -159100.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -159110.812500 Penalty: 2643.797363
	Iteration 19Q: 3 clusters Score -159110.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -159122.546875 Penalty: 2643.797363
	Iteration 20F: 3 clusters Score -159122.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -159132.515625 Penalty: 2643.797363
	Iteration 21Q: 3 clusters Score -159132.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -159139.234375 Penalty: 2643.797363
	Iteration 22Q: 3 clusters Score -159139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -159139.984375 Penalty: 2643.797363
	Iteration 23Q: 3 clusters Score -159140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -159140.812500 Penalty: 2643.797363
	Iteration 24Q: 3 clusters Score -159140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -159140.812500 Penalty: 2643.797363
	Iteration 25F: 3 clusters Score -159140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Entering Unmasked Estep 
Score: -745394.812500 Penalty: 1560.156372
	Iteration 0F: 2 clusters Score -745394.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -735155.312500 Penalty: 3120.312744
	Iteration 0F: 3 clusters Score -735155.3 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -738601.187500 Penalty: 3120.312744
	Iteration 1F: 3 clusters Score -738601.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -738871.000000 Penalty: 3120.312744
	Iteration 2Q: 3 clusters Score -738871 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -739152.750000 Penalty: 3120.312744
	Iteration 3Q: 3 clusters Score -739152.8 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -739453.937500 Penalty: 3120.312744
	Iteration 4Q: 3 clusters Score -739453.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -739791.125000 Penalty: 3120.312744
	Iteration 5Q: 3 clusters Score -739791.1 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -740209.187500 Penalty: 3120.312744
	Iteration 6Q: 3 clusters Score -740209.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -740665.687500 Penalty: 3120.312744
	Iteration 7Q: 3 clusters Score -740665.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -741120.125000 Penalty: 3120.312744
	Iteration 8Q: 3 clusters Score -741120.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -741543.437500 Penalty: 3120.312744
	Iteration 9Q: 3 clusters Score -741543.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -741916.625000 Penalty: 3120.312744
	Iteration 10Q: 3 clusters Score -741916.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -742230.625000 Penalty: 3120.312744
	Iteration 11Q: 3 clusters Score -742230.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -742496.437500 Penalty: 3120.312744
	Iteration 12Q: 3 clusters Score -742496.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -742691.250000 Penalty: 3120.312744
	Iteration 13Q: 3 clusters Score -742691.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -742861.500000 Penalty: 3120.312744
	Iteration 14Q: 3 clusters Score -742861.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -743007.750000 Penalty: 3120.312744
	Iteration 15Q: 3 clusters Score -743007.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -743122.812500 Penalty: 3120.312744
	Iteration 16Q: 3 clusters Score -743122.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -743226.375000 Penalty: 3120.312744
	Iteration 17Q: 3 clusters Score -743226.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -743319.625000 Penalty: 3120.312744
	Iteration 18Q: 3 clusters Score -743319.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -743395.312500 Penalty: 3120.312744
	Iteration 19Q: 3 clusters Score -743395.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -743469.437500 Penalty: 3120.312744
	Iteration 20F: 3 clusters Score -743469.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -743537.250000 Penalty: 3120.312744
	Iteration 21Q: 3 clusters Score -743537.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -743601.125000 Penalty: 3120.312744
	Iteration 22Q: 3 clusters Score -743601.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -743658.187500 Penalty: 3120.312744
	Iteration 23Q: 3 clusters Score -743658.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -743714.750000 Penalty: 3120.312744
	Iteration 24Q: 3 clusters Score -743714.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -743769.500000 Penalty: 3120.312744
	Iteration 25Q: 3 clusters Score -743769.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -743805.750000 Penalty: 3120.312744
	Iteration 26Q: 3 clusters Score -743805.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -743837.437500 Penalty: 3120.312744
	Iteration 27Q: 3 clusters Score -743837.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -743870.625000 Penalty: 3120.312744
	Iteration 28Q: 3 clusters Score -743870.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -743908.750000 Penalty: 3120.312744
	Iteration 29Q: 3 clusters Score -743908.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -743943.500000 Penalty: 3120.312744
	Iteration 30Q: 3 clusters Score -743943.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -743969.875000 Penalty: 3120.312744
	Iteration 31Q: 3 clusters Score -743969.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -743996.062500 Penalty: 3120.312744
	Iteration 32Q: 3 clusters Score -743996.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -744015.750000 Penalty: 3120.312744
	Iteration 33Q: 3 clusters Score -744015.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -744026.437500 Penalty: 3120.312744
	Iteration 34Q: 3 clusters Score -744026.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -744035.937500 Penalty: 3120.312744
	Iteration 35Q: 3 clusters Score -744035.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -744046.625000 Penalty: 3120.312744
	Iteration 36Q: 3 clusters Score -744046.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -744061.187500 Penalty: 3120.312744
	Iteration 37Q: 3 clusters Score -744061.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -744069.125000 Penalty: 3120.312744
	Iteration 38Q: 3 clusters Score -744069.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -744083.250000 Penalty: 3120.312744
	Iteration 39Q: 3 clusters Score -744083.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -744091.500000 Penalty: 3120.312744
	Iteration 40F: 3 clusters Score -744091.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -744099.187500 Penalty: 3120.312744
	Iteration 41Q: 3 clusters Score -744099.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -744103.750000 Penalty: 3120.312744
	Iteration 42Q: 3 clusters Score -744103.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -744109.687500 Penalty: 3120.312744
	Iteration 43Q: 3 clusters Score -744109.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -744116.812500 Penalty: 3120.312744
	Iteration 44Q: 3 clusters Score -744116.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -744126.062500 Penalty: 3120.312744
	Iteration 45Q: 3 clusters Score -744126.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -744136.750000 Penalty: 3120.312744
	Iteration 46Q: 3 clusters Score -744136.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -744144.875000 Penalty: 3120.312744
	Iteration 47Q: 3 clusters Score -744144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -744146.437500 Penalty: 3120.312744
	Iteration 48Q: 3 clusters Score -744146.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -744147.562500 Penalty: 3120.312744
	Iteration 49Q: 3 clusters Score -744147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -744148.875000 Penalty: 3120.312744
	Iteration 50Q: 3 clusters Score -744148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -744149.437500 Penalty: 3120.312744
	Iteration 51Q: 3 clusters Score -744149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -744149.437500 Penalty: 3120.312744
	Iteration 52F: 3 clusters Score -744149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (385205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385205 members 
Entering Unmasked Estep 
Score: -19179238.000000 Penalty: 2089.998779
	Iteration 0F: 2 clusters Score -1.917924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192819 members 
Mstep: Class 2 contains 192386 members 
Entering Unmasked Estep 
Score: -18918864.000000 Penalty: 4179.997559
	Iteration 0F: 3 clusters Score -1.891886e+07 nChanged 188342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203425 members 
Mstep: Class 2 contains 181780 members 
Entering Unmasked Estep 
Score: -19031914.000000 Penalty: 4179.997559
	Iteration 1F: 3 clusters Score -1.903191e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210096 members 
Mstep: Class 2 contains 175109 members 
Entering Unmasked Estep 
Score: -19034262.000000 Penalty: 4179.997559
	Iteration 2Q: 3 clusters Score -1.903426e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220766 members 
Mstep: Class 2 contains 164439 members 
Entering Unmasked Estep 
Score: -19038384.000000 Penalty: 4179.997559
	Iteration 3Q: 3 clusters Score -1.903838e+07 nChanged 18409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237073 members 
Mstep: Class 2 contains 148132 members 
Entering Unmasked Estep 
Score: -19046258.000000 Penalty: 4179.997559
	Iteration 4Q: 3 clusters Score -1.904626e+07 nChanged 25199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260910 members 
Mstep: Class 2 contains 124295 members 
Entering Unmasked Estep 
Score: -19061700.000000 Penalty: 4179.997559
	Iteration 5F: 3 clusters Score -1.90617e+07 nChanged 32327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292479 members 
Mstep: Class 2 contains 92726 members 
Entering Unmasked Estep 
Score: -19087774.000000 Penalty: 4179.997559
	Iteration 6F: 3 clusters Score -1.908777e+07 nChanged 35451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327574 members 
Mstep: Class 2 contains 57631 members 
Entering Unmasked Estep 
Score: -19122132.000000 Penalty: 4179.997559
	Iteration 7F: 3 clusters Score -1.912213e+07 nChanged 29166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356638 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -19151652.000000 Penalty: 4179.997559
	Iteration 8F: 3 clusters Score -1.915165e+07 nChanged 16861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373461 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -19168100.000000 Penalty: 4179.997559
	Iteration 9Q: 3 clusters Score -1.91681e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380582 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -19174358.000000 Penalty: 4179.997559
	Iteration 10Q: 3 clusters Score -1.917436e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383131 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -19176338.000000 Penalty: 4179.997559
	Iteration 11Q: 3 clusters Score -1.917634e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384054 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -19177012.000000 Penalty: 4179.997559
	Iteration 12Q: 3 clusters Score -1.917701e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384368 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -19177260.000000 Penalty: 4179.997559
	Iteration 13Q: 3 clusters Score -1.917726e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384510 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -19177430.000000 Penalty: 4179.997559
	Iteration 14Q: 3 clusters Score -1.917743e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384576 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -19177468.000000 Penalty: 4179.997559
	Iteration 15Q: 3 clusters Score -1.917747e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384597 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -19177492.000000 Penalty: 4179.997559
	Iteration 16Q: 3 clusters Score -1.917749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384611 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -19177516.000000 Penalty: 4179.997559
	Iteration 17Q: 3 clusters Score -1.917752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384624 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -19177518.000000 Penalty: 4179.997559
	Iteration 18Q: 3 clusters Score -1.917752e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384625 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -19177532.000000 Penalty: 4179.997559
	Iteration 19Q: 3 clusters Score -1.917753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384632 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -19177566.000000 Penalty: 4179.997559
	Iteration 20F: 3 clusters Score -1.917757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384635 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -19177564.000000 Penalty: 4179.997559
	Iteration 21Q: 3 clusters Score -1.917756e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384640 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -19177586.000000 Penalty: 4179.997559
	Iteration 22Q: 3 clusters Score -1.917759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384647 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -19177590.000000 Penalty: 4179.997559
	Iteration 23Q: 3 clusters Score -1.917759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384647 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -19177602.000000 Penalty: 4179.997559
	Iteration 24Q: 3 clusters Score -1.91776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384650 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -19177592.000000 Penalty: 4179.997559
	Iteration 25Q: 3 clusters Score -1.917759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384650 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -19177574.000000 Penalty: 4179.997559
	Iteration 26Q: 3 clusters Score -1.917757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384655 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -19177608.000000 Penalty: 4179.997559
	Iteration 27Q: 3 clusters Score -1.917761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384654 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -19177594.000000 Penalty: 4179.997559
	Iteration 28Q: 3 clusters Score -1.917759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384657 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -19177598.000000 Penalty: 4179.997559
	Iteration 29Q: 3 clusters Score -1.91776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384659 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -19177600.000000 Penalty: 4179.997559
	Iteration 30Q: 3 clusters Score -1.91776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384663 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -19177616.000000 Penalty: 4179.997559
	Iteration 31Q: 3 clusters Score -1.917762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384665 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -19177602.000000 Penalty: 4179.997559
	Iteration 32Q: 3 clusters Score -1.91776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384669 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -19177598.000000 Penalty: 4179.997559
	Iteration 33Q: 3 clusters Score -1.91776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384670 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19177600.000000 Penalty: 4179.997559
	Iteration 34Q: 3 clusters Score -1.91776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384670 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -19177600.000000 Penalty: 4179.997559
	Iteration 35F: 3 clusters Score -1.91776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Entering Unmasked Estep 
Score: -2002192.375000 Penalty: 1721.456787
	Iteration 0F: 2 clusters Score -2002192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -1975545.125000 Penalty: 3442.913574
	Iteration 0F: 3 clusters Score -1975545 nChanged 18505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -1985926.875000 Penalty: 3442.913574
	Iteration 1F: 3 clusters Score -1985927 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -1986578.125000 Penalty: 3442.913574
	Iteration 2Q: 3 clusters Score -1986578 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -1987514.125000 Penalty: 3442.913574
	Iteration 3Q: 3 clusters Score -1987514 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -1988831.375000 Penalty: 3442.913574
	Iteration 4F: 3 clusters Score -1988831 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -1990505.375000 Penalty: 3442.913574
	Iteration 5F: 3 clusters Score -1990505 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -1992506.250000 Penalty: 3442.913574
	Iteration 6F: 3 clusters Score -1992506 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -1994515.750000 Penalty: 3442.913574
	Iteration 7F: 3 clusters Score -1994516 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -1996301.875000 Penalty: 3442.913574
	Iteration 8F: 3 clusters Score -1996302 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -1997830.625000 Penalty: 3442.913574
	Iteration 9Q: 3 clusters Score -1997831 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -1998990.875000 Penalty: 3442.913574
	Iteration 10Q: 3 clusters Score -1998991 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -1999749.375000 Penalty: 3442.913574
	Iteration 11Q: 3 clusters Score -1999749 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -2000221.000000 Penalty: 3442.913574
	Iteration 12Q: 3 clusters Score -2000221 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -2000495.000000 Penalty: 3442.913574
	Iteration 13Q: 3 clusters Score -2000495 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -2000662.000000 Penalty: 3442.913574
	Iteration 14Q: 3 clusters Score -2000662 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -2000758.875000 Penalty: 3442.913574
	Iteration 15Q: 3 clusters Score -2000759 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -2000827.250000 Penalty: 3442.913574
	Iteration 16Q: 3 clusters Score -2000827 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -2000885.125000 Penalty: 3442.913574
	Iteration 17Q: 3 clusters Score -2000885 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -2000921.000000 Penalty: 3442.913574
	Iteration 18Q: 3 clusters Score -2000921 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -2000962.625000 Penalty: 3442.913574
	Iteration 19Q: 3 clusters Score -2000963 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -2000993.250000 Penalty: 3442.913574
	Iteration 20F: 3 clusters Score -2000993 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -2001024.750000 Penalty: 3442.913574
	Iteration 21Q: 3 clusters Score -2001025 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -2001063.250000 Penalty: 3442.913574
	Iteration 22Q: 3 clusters Score -2001063 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -2001084.500000 Penalty: 3442.913574
	Iteration 23Q: 3 clusters Score -2001084 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -2001093.750000 Penalty: 3442.913574
	Iteration 24Q: 3 clusters Score -2001094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -2001100.750000 Penalty: 3442.913574
	Iteration 25Q: 3 clusters Score -2001101 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -2001113.625000 Penalty: 3442.913574
	Iteration 26Q: 3 clusters Score -2001114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -2001120.375000 Penalty: 3442.913574
	Iteration 27Q: 3 clusters Score -2001120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -2001126.500000 Penalty: 3442.913574
	Iteration 28Q: 3 clusters Score -2001126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -2001136.000000 Penalty: 3442.913574
	Iteration 29Q: 3 clusters Score -2001136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -2001141.625000 Penalty: 3442.913574
	Iteration 30Q: 3 clusters Score -2001142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -2001135.375000 Penalty: 3442.913574
	Iteration 31Q: 3 clusters Score -2001135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -2001140.875000 Penalty: 3442.913574
	Iteration 32Q: 3 clusters Score -2001141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -2001141.250000 Penalty: 3442.913574
	Iteration 33Q: 3 clusters Score -2001141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -2001144.125000 Penalty: 3442.913574
	Iteration 34Q: 3 clusters Score -2001144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -2001144.625000 Penalty: 3442.913574
	Iteration 35Q: 3 clusters Score -2001145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -2001148.750000 Penalty: 3442.913574
	Iteration 36Q: 3 clusters Score -2001149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -2001154.625000 Penalty: 3442.913574
	Iteration 37Q: 3 clusters Score -2001155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -2001151.250000 Penalty: 3442.913574
	Iteration 38Q: 3 clusters Score -2001151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -2001152.875000 Penalty: 3442.913574
	Iteration 39Q: 3 clusters Score -2001153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -2001151.750000 Penalty: 3442.913574
	Iteration 40F: 3 clusters Score -2001152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -2001154.250000 Penalty: 3442.913574
	Iteration 41Q: 3 clusters Score -2001154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -2001155.250000 Penalty: 3442.913574
	Iteration 42Q: 3 clusters Score -2001155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -2001155.250000 Penalty: 3442.913574
	Iteration 43Q: 3 clusters Score -2001155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -2001153.625000 Penalty: 3442.913574
	Iteration 44Q: 3 clusters Score -2001154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -2001153.625000 Penalty: 3442.913574
	Iteration 45F: 3 clusters Score -2001154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Entering Unmasked Estep 
Score: -384168.968750 Penalty: 1464.630127
	Iteration 0F: 2 clusters Score -384169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -378082.656250 Penalty: 2929.260254
	Iteration 0F: 3 clusters Score -378082.7 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -380013.125000 Penalty: 2929.260254
	Iteration 1F: 3 clusters Score -380013.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -380265.187500 Penalty: 2929.260254
	Iteration 2F: 3 clusters Score -380265.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -380532.750000 Penalty: 2929.260254
	Iteration 3F: 3 clusters Score -380532.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -380867.468750 Penalty: 2929.260254
	Iteration 4F: 3 clusters Score -380867.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -381277.687500 Penalty: 2929.260254
	Iteration 5F: 3 clusters Score -381277.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -381709.218750 Penalty: 2929.260254
	Iteration 6F: 3 clusters Score -381709.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -382040.218750 Penalty: 2929.260254
	Iteration 7F: 3 clusters Score -382040.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -382336.281250 Penalty: 2929.260254
	Iteration 8Q: 3 clusters Score -382336.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -382648.625000 Penalty: 2929.260254
	Iteration 9F: 3 clusters Score -382648.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -382990.718750 Penalty: 2929.260254
	Iteration 10F: 3 clusters Score -382990.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -383314.250000 Penalty: 2929.260254
	Iteration 11F: 3 clusters Score -383314.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -383584.375000 Penalty: 2929.260254
	Iteration 12Q: 3 clusters Score -383584.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -383784.718750 Penalty: 2929.260254
	Iteration 13Q: 3 clusters Score -383784.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -383958.937500 Penalty: 2929.260254
	Iteration 14Q: 3 clusters Score -383958.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -384060.625000 Penalty: 2929.260254
	Iteration 15Q: 3 clusters Score -384060.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -384115.031250 Penalty: 2929.260254
	Iteration 16Q: 3 clusters Score -384115 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -384149.562500 Penalty: 2929.260254
	Iteration 17Q: 3 clusters Score -384149.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -384176.875000 Penalty: 2929.260254
	Iteration 18Q: 3 clusters Score -384176.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -384191.437500 Penalty: 2929.260254
	Iteration 19Q: 3 clusters Score -384191.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -384204.343750 Penalty: 2929.260254
	Iteration 20F: 3 clusters Score -384204.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -384210.000000 Penalty: 2929.260254
	Iteration 21Q: 3 clusters Score -384210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -384214.875000 Penalty: 2929.260254
	Iteration 22Q: 3 clusters Score -384214.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -384220.156250 Penalty: 2929.260254
	Iteration 23Q: 3 clusters Score -384220.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -384224.687500 Penalty: 2929.260254
	Iteration 24Q: 3 clusters Score -384224.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -384228.156250 Penalty: 2929.260254
	Iteration 25Q: 3 clusters Score -384228.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -384233.406250 Penalty: 2929.260254
	Iteration 26Q: 3 clusters Score -384233.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -384237.656250 Penalty: 2929.260254
	Iteration 27Q: 3 clusters Score -384237.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -384238.781250 Penalty: 2929.260254
	Iteration 28Q: 3 clusters Score -384238.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -384239.875000 Penalty: 2929.260254
	Iteration 29Q: 3 clusters Score -384239.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -384243.343750 Penalty: 2929.260254
	Iteration 30Q: 3 clusters Score -384243.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -384244.000000 Penalty: 2929.260254
	Iteration 31Q: 3 clusters Score -384244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -384245.062500 Penalty: 2929.260254
	Iteration 32Q: 3 clusters Score -384245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -384245.218750 Penalty: 2929.260254
	Iteration 33Q: 3 clusters Score -384245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -384248.156250 Penalty: 2929.260254
	Iteration 34Q: 3 clusters Score -384248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -384249.843750 Penalty: 2929.260254
	Iteration 35Q: 3 clusters Score -384249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -384250.218750 Penalty: 2929.260254
	Iteration 36Q: 3 clusters Score -384250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -384251.687500 Penalty: 2929.260254
	Iteration 37Q: 3 clusters Score -384251.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -384252.718750 Penalty: 2929.260254
	Iteration 38Q: 3 clusters Score -384252.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -384253.125000 Penalty: 2929.260254
	Iteration 39Q: 3 clusters Score -384253.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -384255.843750 Penalty: 2929.260254
	Iteration 40F: 3 clusters Score -384255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -384256.781250 Penalty: 2929.260254
	Iteration 41Q: 3 clusters Score -384256.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -384257.500000 Penalty: 2929.260254
	Iteration 42Q: 3 clusters Score -384257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -384258.843750 Penalty: 2929.260254
	Iteration 43Q: 3 clusters Score -384258.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -384260.031250 Penalty: 2929.260254
	Iteration 44Q: 3 clusters Score -384260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -384260.500000 Penalty: 2929.260254
	Iteration 45Q: 3 clusters Score -384260.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -384261.343750 Penalty: 2929.260254
	Iteration 46Q: 3 clusters Score -384261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -384262.406250 Penalty: 2929.260254
	Iteration 47Q: 3 clusters Score -384262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -384262.593750 Penalty: 2929.260254
	Iteration 48Q: 3 clusters Score -384262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -384262.875000 Penalty: 2929.260254
	Iteration 49Q: 3 clusters Score -384262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -384264.875000 Penalty: 2929.260254
	Iteration 50Q: 3 clusters Score -384264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -384264.625000 Penalty: 2929.260254
	Iteration 51Q: 3 clusters Score -384264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -384264.906250 Penalty: 2929.260254
	Iteration 52Q: 3 clusters Score -384264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -384265.468750 Penalty: 2929.260254
	Iteration 53Q: 3 clusters Score -384265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -384265.468750 Penalty: 2929.260254
	Iteration 54F: 3 clusters Score -384265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10528 members 
Mstep: Class 3 contains 7797 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 38694 members 
Mstep: Class 6 contains 17437 members 
Mstep: Class 7 contains 1087 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 9 contains 924 members 
Mstep: Class 10 contains 5468 members 
Mstep: Class 13 contains 10009 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 17 contains 385205 members 
Mstep: Class 18 contains 39878 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 29587 members 
Mstep: Class 23 contains 10957 members 
Entering Unmasked Estep 
Score: -28185022.000000 Penalty: 41003.015625
Splitting cluster 19 changes total score from -28183568.000000 to -28185022.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 21 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -133130.937500 Penalty: 1277.342773
	Iteration 0F: 2 clusters Score -133130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -130657.835938 Penalty: 2554.685547
	Iteration 0F: 3 clusters Score -130657.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -131216.781250 Penalty: 2554.685547
	Iteration 1F: 3 clusters Score -131216.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -131320.906250 Penalty: 2554.685547
	Iteration 2F: 3 clusters Score -131320.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -131370.640625 Penalty: 2554.685547
	Iteration 3Q: 3 clusters Score -131370.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -131414.031250 Penalty: 2554.685547
	Iteration 4Q: 3 clusters Score -131414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -131448.984375 Penalty: 2554.685547
	Iteration 5Q: 3 clusters Score -131449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -131470.765625 Penalty: 2554.685547
	Iteration 6Q: 3 clusters Score -131470.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -131486.031250 Penalty: 2554.685547
	Iteration 7Q: 3 clusters Score -131486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -131497.296875 Penalty: 2554.685547
	Iteration 8Q: 3 clusters Score -131497.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -131506.843750 Penalty: 2554.685547
	Iteration 9Q: 3 clusters Score -131506.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -131519.625000 Penalty: 2554.685547
	Iteration 10Q: 3 clusters Score -131519.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -131527.515625 Penalty: 2554.685547
	Iteration 11Q: 3 clusters Score -131527.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -131534.234375 Penalty: 2554.685547
	Iteration 12Q: 3 clusters Score -131534.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -131539.703125 Penalty: 2554.685547
	Iteration 13Q: 3 clusters Score -131539.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -131542.984375 Penalty: 2554.685547
	Iteration 14Q: 3 clusters Score -131543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -131546.781250 Penalty: 2554.685547
	Iteration 15Q: 3 clusters Score -131546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -131548.281250 Penalty: 2554.685547
	Iteration 16Q: 3 clusters Score -131548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -131549.250000 Penalty: 2554.685547
	Iteration 17Q: 3 clusters Score -131549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -131549.765625 Penalty: 2554.685547
	Iteration 18Q: 3 clusters Score -131549.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -131549.765625 Penalty: 2554.685547
	Iteration 19F: 3 clusters Score -131549.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Entering Unmasked Estep 
Score: -1477195.625000 Penalty: 1672.952271
	Iteration 0F: 2 clusters Score -1477196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1457164.250000 Penalty: 3345.904541
	Iteration 0F: 3 clusters Score -1457164 nChanged 13616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1464804.750000 Penalty: 3345.904541
	Iteration 1F: 3 clusters Score -1464805 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1465214.875000 Penalty: 3345.904541
	Iteration 2Q: 3 clusters Score -1465215 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1465634.625000 Penalty: 3345.904541
	Iteration 3Q: 3 clusters Score -1465635 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1466160.875000 Penalty: 3345.904541
	Iteration 4Q: 3 clusters Score -1466161 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1466779.000000 Penalty: 3345.904541
	Iteration 5Q: 3 clusters Score -1466779 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1467414.625000 Penalty: 3345.904541
	Iteration 6Q: 3 clusters Score -1467415 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -1468176.250000 Penalty: 3345.904541
	Iteration 7Q: 3 clusters Score -1468176 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1469067.875000 Penalty: 3345.904541
	Iteration 8F: 3 clusters Score -1469068 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -1470049.750000 Penalty: 3345.904541
	Iteration 9F: 3 clusters Score -1470050 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -1471177.875000 Penalty: 3345.904541
	Iteration 10F: 3 clusters Score -1471178 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -1472186.375000 Penalty: 3345.904541
	Iteration 11F: 3 clusters Score -1472186 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -1472830.000000 Penalty: 3345.904541
	Iteration 12Q: 3 clusters Score -1472830 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -1473177.000000 Penalty: 3345.904541
	Iteration 13Q: 3 clusters Score -1473177 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1473382.625000 Penalty: 3345.904541
	Iteration 14Q: 3 clusters Score -1473383 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -1473530.500000 Penalty: 3345.904541
	Iteration 15Q: 3 clusters Score -1473530 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -1473681.750000 Penalty: 3345.904541
	Iteration 16Q: 3 clusters Score -1473682 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -1473823.625000 Penalty: 3345.904541
	Iteration 17Q: 3 clusters Score -1473824 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -1473959.750000 Penalty: 3345.904541
	Iteration 18Q: 3 clusters Score -1473960 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -1474096.000000 Penalty: 3345.904541
	Iteration 19Q: 3 clusters Score -1474096 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -1474242.625000 Penalty: 3345.904541
	Iteration 20F: 3 clusters Score -1474243 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -1474385.625000 Penalty: 3345.904541
	Iteration 21Q: 3 clusters Score -1474386 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -1474538.125000 Penalty: 3345.904541
	Iteration 22Q: 3 clusters Score -1474538 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -1474675.625000 Penalty: 3345.904541
	Iteration 23Q: 3 clusters Score -1474676 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -1474802.125000 Penalty: 3345.904541
	Iteration 24Q: 3 clusters Score -1474802 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -1474907.500000 Penalty: 3345.904541
	Iteration 25Q: 3 clusters Score -1474908 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -1474984.375000 Penalty: 3345.904541
	Iteration 26Q: 3 clusters Score -1474984 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -1475040.750000 Penalty: 3345.904541
	Iteration 27Q: 3 clusters Score -1475041 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -1475104.625000 Penalty: 3345.904541
	Iteration 28Q: 3 clusters Score -1475105 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -1475174.000000 Penalty: 3345.904541
	Iteration 29Q: 3 clusters Score -1475174 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -1475230.125000 Penalty: 3345.904541
	Iteration 30Q: 3 clusters Score -1475230 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -1475291.875000 Penalty: 3345.904541
	Iteration 31Q: 3 clusters Score -1475292 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -1475371.125000 Penalty: 3345.904541
	Iteration 32Q: 3 clusters Score -1475371 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -1475421.500000 Penalty: 3345.904541
	Iteration 33Q: 3 clusters Score -1475422 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -1475487.125000 Penalty: 3345.904541
	Iteration 34Q: 3 clusters Score -1475487 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -1475528.625000 Penalty: 3345.904541
	Iteration 35Q: 3 clusters Score -1475529 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -1475579.000000 Penalty: 3345.904541
	Iteration 36Q: 3 clusters Score -1475579 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -1475609.500000 Penalty: 3345.904541
	Iteration 37Q: 3 clusters Score -1475610 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -1475637.625000 Penalty: 3345.904541
	Iteration 38Q: 3 clusters Score -1475638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -1475655.875000 Penalty: 3345.904541
	Iteration 39Q: 3 clusters Score -1475656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -1475678.875000 Penalty: 3345.904541
	Iteration 40F: 3 clusters Score -1475679 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -1475696.500000 Penalty: 3345.904541
	Iteration 41Q: 3 clusters Score -1475696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -1475716.500000 Penalty: 3345.904541
	Iteration 42Q: 3 clusters Score -1475716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -1475736.375000 Penalty: 3345.904541
	Iteration 43Q: 3 clusters Score -1475736 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -1475763.375000 Penalty: 3345.904541
	Iteration 44Q: 3 clusters Score -1475763 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -1475789.875000 Penalty: 3345.904541
	Iteration 45Q: 3 clusters Score -1475790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -1475819.500000 Penalty: 3345.904541
	Iteration 46Q: 3 clusters Score -1475820 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -1475855.375000 Penalty: 3345.904541
	Iteration 47Q: 3 clusters Score -1475855 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -1475883.500000 Penalty: 3345.904541
	Iteration 48Q: 3 clusters Score -1475884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -1475913.125000 Penalty: 3345.904541
	Iteration 49Q: 3 clusters Score -1475913 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -1475939.000000 Penalty: 3345.904541
	Iteration 50Q: 3 clusters Score -1475939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -1475959.125000 Penalty: 3345.904541
	Iteration 51Q: 3 clusters Score -1475959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -1475974.250000 Penalty: 3345.904541
	Iteration 52Q: 3 clusters Score -1475974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -1475981.875000 Penalty: 3345.904541
	Iteration 53Q: 3 clusters Score -1475982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -1475994.125000 Penalty: 3345.904541
	Iteration 54Q: 3 clusters Score -1475994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -1476003.375000 Penalty: 3345.904541
	Iteration 55Q: 3 clusters Score -1476003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -1476009.375000 Penalty: 3345.904541
	Iteration 56Q: 3 clusters Score -1476009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -1476017.500000 Penalty: 3345.904541
	Iteration 57Q: 3 clusters Score -1476018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -1476015.250000 Penalty: 3345.904541
	Iteration 58Q: 3 clusters Score -1476015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -1476016.625000 Penalty: 3345.904541
	Iteration 59Q: 3 clusters Score -1476017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -1476017.250000 Penalty: 3345.904541
	Iteration 60F: 3 clusters Score -1476017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -1476015.250000 Penalty: 3345.904541
	Iteration 61Q: 3 clusters Score -1476015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -1476015.250000 Penalty: 3345.904541
	Iteration 62F: 3 clusters Score -1476015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Entering Unmasked Estep 
Score: -562172.812500 Penalty: 1511.531738
	Iteration 0F: 2 clusters Score -562172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -554450.562500 Penalty: 3023.063477
	Iteration 0F: 3 clusters Score -554450.6 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -556993.812500 Penalty: 3023.063477
	Iteration 1F: 3 clusters Score -556993.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -557199.937500 Penalty: 3023.063477
	Iteration 2F: 3 clusters Score -557199.9 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -557339.562500 Penalty: 3023.063477
	Iteration 3Q: 3 clusters Score -557339.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -557460.250000 Penalty: 3023.063477
	Iteration 4Q: 3 clusters Score -557460.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -557571.187500 Penalty: 3023.063477
	Iteration 5Q: 3 clusters Score -557571.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -557679.875000 Penalty: 3023.063477
	Iteration 6Q: 3 clusters Score -557679.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -557810.812500 Penalty: 3023.063477
	Iteration 7Q: 3 clusters Score -557810.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -557955.250000 Penalty: 3023.063477
	Iteration 8Q: 3 clusters Score -557955.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -558117.437500 Penalty: 3023.063477
	Iteration 9Q: 3 clusters Score -558117.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -558322.187500 Penalty: 3023.063477
	Iteration 10Q: 3 clusters Score -558322.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -558586.750000 Penalty: 3023.063477
	Iteration 11Q: 3 clusters Score -558586.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -558905.437500 Penalty: 3023.063477
	Iteration 12Q: 3 clusters Score -558905.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -559268.375000 Penalty: 3023.063477
	Iteration 13Q: 3 clusters Score -559268.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -559614.687500 Penalty: 3023.063477
	Iteration 14Q: 3 clusters Score -559614.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -559885.625000 Penalty: 3023.063477
	Iteration 15Q: 3 clusters Score -559885.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -560055.312500 Penalty: 3023.063477
	Iteration 16Q: 3 clusters Score -560055.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -560146.375000 Penalty: 3023.063477
	Iteration 17Q: 3 clusters Score -560146.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -560202.562500 Penalty: 3023.063477
	Iteration 18Q: 3 clusters Score -560202.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -560238.687500 Penalty: 3023.063477
	Iteration 19Q: 3 clusters Score -560238.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -560269.375000 Penalty: 3023.063477
	Iteration 20F: 3 clusters Score -560269.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -560299.875000 Penalty: 3023.063477
	Iteration 21Q: 3 clusters Score -560299.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -560320.250000 Penalty: 3023.063477
	Iteration 22Q: 3 clusters Score -560320.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -560341.812500 Penalty: 3023.063477
	Iteration 23Q: 3 clusters Score -560341.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -560362.750000 Penalty: 3023.063477
	Iteration 24Q: 3 clusters Score -560362.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -560385.250000 Penalty: 3023.063477
	Iteration 25Q: 3 clusters Score -560385.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -560405.562500 Penalty: 3023.063477
	Iteration 26Q: 3 clusters Score -560405.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -560431.875000 Penalty: 3023.063477
	Iteration 27Q: 3 clusters Score -560431.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -560458.500000 Penalty: 3023.063477
	Iteration 28Q: 3 clusters Score -560458.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -560479.312500 Penalty: 3023.063477
	Iteration 29Q: 3 clusters Score -560479.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -560500.875000 Penalty: 3023.063477
	Iteration 30Q: 3 clusters Score -560500.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -560519.875000 Penalty: 3023.063477
	Iteration 31Q: 3 clusters Score -560519.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -560538.312500 Penalty: 3023.063477
	Iteration 32Q: 3 clusters Score -560538.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -560552.750000 Penalty: 3023.063477
	Iteration 33Q: 3 clusters Score -560552.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -560560.125000 Penalty: 3023.063477
	Iteration 34Q: 3 clusters Score -560560.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -560568.875000 Penalty: 3023.063477
	Iteration 35Q: 3 clusters Score -560568.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -560577.187500 Penalty: 3023.063477
	Iteration 36Q: 3 clusters Score -560577.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -560583.562500 Penalty: 3023.063477
	Iteration 37Q: 3 clusters Score -560583.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -560590.812500 Penalty: 3023.063477
	Iteration 38Q: 3 clusters Score -560590.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -560594.687500 Penalty: 3023.063477
	Iteration 39Q: 3 clusters Score -560594.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -560604.875000 Penalty: 3023.063477
	Iteration 40F: 3 clusters Score -560604.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -560610.875000 Penalty: 3023.063477
	Iteration 41Q: 3 clusters Score -560610.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -560618.687500 Penalty: 3023.063477
	Iteration 42Q: 3 clusters Score -560618.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -560626.437500 Penalty: 3023.063477
	Iteration 43Q: 3 clusters Score -560626.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -560633.750000 Penalty: 3023.063477
	Iteration 44Q: 3 clusters Score -560633.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -560642.812500 Penalty: 3023.063477
	Iteration 45Q: 3 clusters Score -560642.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -560648.937500 Penalty: 3023.063477
	Iteration 46Q: 3 clusters Score -560648.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -560656.000000 Penalty: 3023.063477
	Iteration 47Q: 3 clusters Score -560656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -560665.375000 Penalty: 3023.063477
	Iteration 48Q: 3 clusters Score -560665.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -560676.062500 Penalty: 3023.063477
	Iteration 49Q: 3 clusters Score -560676.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -560688.937500 Penalty: 3023.063477
	Iteration 50Q: 3 clusters Score -560688.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -560699.562500 Penalty: 3023.063477
	Iteration 51Q: 3 clusters Score -560699.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -560713.750000 Penalty: 3023.063477
	Iteration 52Q: 3 clusters Score -560713.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -560728.687500 Penalty: 3023.063477
	Iteration 53Q: 3 clusters Score -560728.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -560739.500000 Penalty: 3023.063477
	Iteration 54Q: 3 clusters Score -560739.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -560753.812500 Penalty: 3023.063477
	Iteration 55Q: 3 clusters Score -560753.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -560763.125000 Penalty: 3023.063477
	Iteration 56Q: 3 clusters Score -560763.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -560771.687500 Penalty: 3023.063477
	Iteration 57Q: 3 clusters Score -560771.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -560779.812500 Penalty: 3023.063477
	Iteration 58Q: 3 clusters Score -560779.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -560788.562500 Penalty: 3023.063477
	Iteration 59Q: 3 clusters Score -560788.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -560793.000000 Penalty: 3023.063477
	Iteration 60F: 3 clusters Score -560793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -560796.500000 Penalty: 3023.063477
	Iteration 61Q: 3 clusters Score -560796.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -560802.062500 Penalty: 3023.063477
	Iteration 62Q: 3 clusters Score -560802.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -560808.250000 Penalty: 3023.063477
	Iteration 63Q: 3 clusters Score -560808.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -560813.625000 Penalty: 3023.063477
	Iteration 64Q: 3 clusters Score -560813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -560816.062500 Penalty: 3023.063477
	Iteration 65Q: 3 clusters Score -560816.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -560818.187500 Penalty: 3023.063477
	Iteration 66Q: 3 clusters Score -560818.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -560819.250000 Penalty: 3023.063477
	Iteration 67Q: 3 clusters Score -560819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -560819.937500 Penalty: 3023.063477
	Iteration 68Q: 3 clusters Score -560819.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -560822.062500 Penalty: 3023.063477
	Iteration 69Q: 3 clusters Score -560822.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -560824.437500 Penalty: 3023.063477
	Iteration 70Q: 3 clusters Score -560824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -560826.062500 Penalty: 3023.063477
	Iteration 71Q: 3 clusters Score -560826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -560828.500000 Penalty: 3023.063477
	Iteration 72Q: 3 clusters Score -560828.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -560830.687500 Penalty: 3023.063477
	Iteration 73Q: 3 clusters Score -560830.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -560831.812500 Penalty: 3023.063477
	Iteration 74Q: 3 clusters Score -560831.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -560834.750000 Penalty: 3023.063477
	Iteration 75Q: 3 clusters Score -560834.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -560839.250000 Penalty: 3023.063477
	Iteration 76Q: 3 clusters Score -560839.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -560840.812500 Penalty: 3023.063477
	Iteration 77Q: 3 clusters Score -560840.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -560842.750000 Penalty: 3023.063477
	Iteration 78Q: 3 clusters Score -560842.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -560845.312500 Penalty: 3023.063477
	Iteration 79Q: 3 clusters Score -560845.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -560846.750000 Penalty: 3023.063477
	Iteration 80F: 3 clusters Score -560846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -560846.500000 Penalty: 3023.063477
	Iteration 81Q: 3 clusters Score -560846.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -560846.562500 Penalty: 3023.063477
	Iteration 82Q: 3 clusters Score -560846.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -560849.125000 Penalty: 3023.063477
	Iteration 83Q: 3 clusters Score -560849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -560849.312500 Penalty: 3023.063477
	Iteration 84Q: 3 clusters Score -560849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -560850.125000 Penalty: 3023.063477
	Iteration 85Q: 3 clusters Score -560850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -560849.187500 Penalty: 3023.063477
	Iteration 86Q: 3 clusters Score -560849.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -560851.875000 Penalty: 3023.063477
	Iteration 87Q: 3 clusters Score -560851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -560852.187500 Penalty: 3023.063477
	Iteration 88Q: 3 clusters Score -560852.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -560853.375000 Penalty: 3023.063477
	Iteration 89Q: 3 clusters Score -560853.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -560855.875000 Penalty: 3023.063477
	Iteration 90Q: 3 clusters Score -560855.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -560856.312500 Penalty: 3023.063477
	Iteration 91Q: 3 clusters Score -560856.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -560856.562500 Penalty: 3023.063477
	Iteration 92Q: 3 clusters Score -560856.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -560857.250000 Penalty: 3023.063477
	Iteration 93Q: 3 clusters Score -560857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -560857.687500 Penalty: 3023.063477
	Iteration 94Q: 3 clusters Score -560857.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -560859.875000 Penalty: 3023.063477
	Iteration 95Q: 3 clusters Score -560859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -560859.875000 Penalty: 3023.063477
	Iteration 96F: 3 clusters Score -560859.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10528 members 
Mstep: Class 3 contains 7797 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 38694 members 
Mstep: Class 7 contains 1087 members 
Mstep: Class 8 contains 1117 members 
Mstep: Class 13 contains 10009 members 
Mstep: Class 14 contains 3411 members 
Mstep: Class 15 contains 14779 members 
Mstep: Class 17 contains 385205 members 
Mstep: Class 18 contains 39878 members 
Mstep: Class 19 contains 2742 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 29587 members 
Mstep: Class 23 contains 10957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28186462.000000 Penalty: 41003.015625
Iteration 39Q: 20 clusters Score -2.818646e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 7934 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 38673 members 
Mstep: Class 6 contains 16929 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 1315 members 
Mstep: Class 9 contains 944 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 13 contains 10125 members 
Mstep: Class 14 contains 3376 members 
Mstep: Class 15 contains 14710 members 
Mstep: Class 17 contains 385475 members 
Mstep: Class 18 contains 39827 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 21 contains 2653 members 
Mstep: Class 22 contains 29526 members 
Mstep: Class 23 contains 10908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28188394.000000 Penalty: 41003.015625
Iteration 40F: 20 clusters Score -2.818839e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10568 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 2076 members 
Mstep: Class 5 contains 38628 members 
Mstep: Class 6 contains 17299 members 
Mstep: Class 7 contains 865 members 
Mstep: Class 8 contains 1419 members 
Mstep: Class 9 contains 969 members 
Mstep: Class 10 contains 5956 members 
Mstep: Class 13 contains 10234 members 
Mstep: Class 14 contains 3487 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 17 contains 384940 members 
Mstep: Class 18 contains 39154 members 
Mstep: Class 19 contains 2972 members 
Mstep: Class 21 contains 2742 members 
Mstep: Class 22 contains 29497 members 
Mstep: Class 23 contains 10863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28189916.000000 Penalty: 41003.015625
Iteration 41Q: 20 clusters Score -2.818992e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10583 members 
Mstep: Class 3 contains 8220 members 
Mstep: Class 4 contains 2055 members 
Mstep: Class 5 contains 38594 members 
Mstep: Class 6 contains 17509 members 
Mstep: Class 7 contains 823 members 
Mstep: Class 8 contains 1499 members 
Mstep: Class 9 contains 977 members 
Mstep: Class 10 contains 6351 members 
Mstep: Class 13 contains 10358 members 
Mstep: Class 14 contains 3546 members 
Mstep: Class 15 contains 14648 members 
Mstep: Class 17 contains 384471 members 
Mstep: Class 18 contains 38566 members 
Mstep: Class 19 contains 3057 members 
Mstep: Class 21 contains 2824 members 
Mstep: Class 22 contains 29466 members 
Mstep: Class 23 contains 10814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190990.000000 Penalty: 41003.015625
Iteration 42Q: 20 clusters Score -2.819099e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10588 members 
Mstep: Class 3 contains 8367 members 
Mstep: Class 4 contains 2059 members 
Mstep: Class 5 contains 38554 members 
Mstep: Class 6 contains 17637 members 
Mstep: Class 7 contains 850 members 
Mstep: Class 8 contains 1552 members 
Mstep: Class 9 contains 984 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 13 contains 10468 members 
Mstep: Class 14 contains 3584 members 
Mstep: Class 15 contains 14612 members 
Mstep: Class 17 contains 384110 members 
Mstep: Class 18 contains 38028 members 
Mstep: Class 19 contains 3094 members 
Mstep: Class 21 contains 2886 members 
Mstep: Class 22 contains 29484 members 
Mstep: Class 23 contains 10759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191616.000000 Penalty: 41003.015625
Iteration 43Q: 20 clusters Score -2.819162e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10600 members 
Mstep: Class 3 contains 8479 members 
Mstep: Class 4 contains 2061 members 
Mstep: Class 5 contains 38506 members 
Mstep: Class 6 contains 17761 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 1598 members 
Mstep: Class 9 contains 986 members 
Mstep: Class 10 contains 7002 members 
Mstep: Class 13 contains 10568 members 
Mstep: Class 14 contains 3596 members 
Mstep: Class 15 contains 14581 members 
Mstep: Class 17 contains 383808 members 
Mstep: Class 18 contains 37517 members 
Mstep: Class 19 contains 3103 members 
Mstep: Class 21 contains 2951 members 
Mstep: Class 22 contains 29526 members 
Mstep: Class 23 contains 10709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191920.000000 Penalty: 41003.015625
Iteration 44Q: 20 clusters Score -2.819192e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10612 members 
Mstep: Class 3 contains 8571 members 
Mstep: Class 4 contains 2069 members 
Mstep: Class 5 contains 38467 members 
Mstep: Class 6 contains 17836 members 
Mstep: Class 7 contains 961 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 990 members 
Mstep: Class 10 contains 7238 members 
Mstep: Class 13 contains 10648 members 
Mstep: Class 14 contains 3610 members 
Mstep: Class 15 contains 14544 members 
Mstep: Class 17 contains 383620 members 
Mstep: Class 18 contains 37057 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 21 contains 3001 members 
Mstep: Class 22 contains 29594 members 
Mstep: Class 23 contains 10651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192294.000000 Penalty: 41003.015625
Iteration 45Q: 20 clusters Score -2.819229e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10622 members 
Mstep: Class 3 contains 8659 members 
Mstep: Class 4 contains 2074 members 
Mstep: Class 5 contains 38416 members 
Mstep: Class 6 contains 17914 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 8 contains 1644 members 
Mstep: Class 9 contains 995 members 
Mstep: Class 10 contains 7448 members 
Mstep: Class 13 contains 10739 members 
Mstep: Class 14 contains 3627 members 
Mstep: Class 15 contains 14497 members 
Mstep: Class 17 contains 383459 members 
Mstep: Class 18 contains 36598 members 
Mstep: Class 19 contains 3121 members 
Mstep: Class 21 contains 3048 members 
Mstep: Class 22 contains 29678 members 
Mstep: Class 23 contains 10604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192830.000000 Penalty: 41003.015625
Iteration 46Q: 20 clusters Score -2.819283e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10625 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 2085 members 
Mstep: Class 5 contains 38367 members 
Mstep: Class 6 contains 17953 members 
Mstep: Class 7 contains 1083 members 
Mstep: Class 8 contains 1660 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 7623 members 
Mstep: Class 13 contains 10842 members 
Mstep: Class 14 contains 3644 members 
Mstep: Class 15 contains 14448 members 
Mstep: Class 17 contains 383303 members 
Mstep: Class 18 contains 36191 members 
Mstep: Class 19 contains 3121 members 
Mstep: Class 21 contains 3087 members 
Mstep: Class 22 contains 29749 members 
Mstep: Class 23 contains 10577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193342.000000 Penalty: 41003.015625
Iteration 47Q: 20 clusters Score -2.819334e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10632 members 
Mstep: Class 3 contains 8828 members 
Mstep: Class 4 contains 2091 members 
Mstep: Class 5 contains 38320 members 
Mstep: Class 6 contains 17988 members 
Mstep: Class 7 contains 1159 members 
Mstep: Class 8 contains 1674 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 7797 members 
Mstep: Class 13 contains 10963 members 
Mstep: Class 14 contains 3654 members 
Mstep: Class 15 contains 14399 members 
Mstep: Class 17 contains 383146 members 
Mstep: Class 18 contains 35812 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 29817 members 
Mstep: Class 23 contains 10547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193588.000000 Penalty: 41003.015625
Iteration 48Q: 20 clusters Score -2.819359e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10638 members 
Mstep: Class 3 contains 8910 members 
Mstep: Class 4 contains 2099 members 
Mstep: Class 5 contains 38274 members 
Mstep: Class 6 contains 17997 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 7961 members 
Mstep: Class 13 contains 11071 members 
Mstep: Class 14 contains 3667 members 
Mstep: Class 15 contains 14344 members 
Mstep: Class 17 contains 383012 members 
Mstep: Class 18 contains 35485 members 
Mstep: Class 19 contains 3135 members 
Mstep: Class 21 contains 3126 members 
Mstep: Class 22 contains 29907 members 
Mstep: Class 23 contains 10515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193948.000000 Penalty: 41003.015625
Iteration 49Q: 20 clusters Score -2.819395e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10648 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 2110 members 
Mstep: Class 5 contains 38232 members 
Mstep: Class 6 contains 18011 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 1691 members 
Mstep: Class 9 contains 1017 members 
Mstep: Class 10 contains 8126 members 
Mstep: Class 13 contains 11182 members 
Mstep: Class 14 contains 3677 members 
Mstep: Class 15 contains 14280 members 
Mstep: Class 17 contains 382896 members 
Mstep: Class 18 contains 35179 members 
Mstep: Class 19 contains 3149 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 29985 members 
Mstep: Class 23 contains 10475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194120.000000 Penalty: 41003.015625
Iteration 50Q: 20 clusters Score -2.819412e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 9060 members 
Mstep: Class 4 contains 2123 members 
Mstep: Class 5 contains 38200 members 
Mstep: Class 6 contains 17986 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 1699 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 13 contains 11296 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 14216 members 
Mstep: Class 17 contains 382782 members 
Mstep: Class 18 contains 34912 members 
Mstep: Class 19 contains 3165 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 30082 members 
Mstep: Class 23 contains 10440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194230.000000 Penalty: 41003.015625
Iteration 51Q: 20 clusters Score -2.819423e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 9113 members 
Mstep: Class 4 contains 2141 members 
Mstep: Class 5 contains 38182 members 
Mstep: Class 6 contains 17952 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 1707 members 
Mstep: Class 9 contains 1020 members 
Mstep: Class 10 contains 8365 members 
Mstep: Class 13 contains 11386 members 
Mstep: Class 14 contains 3696 members 
Mstep: Class 15 contains 14157 members 
Mstep: Class 17 contains 382660 members 
Mstep: Class 18 contains 34722 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 21 contains 3158 members 
Mstep: Class 22 contains 30192 members 
Mstep: Class 23 contains 10408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194318.000000 Penalty: 41003.015625
Iteration 52Q: 20 clusters Score -2.819432e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 9169 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 38156 members 
Mstep: Class 6 contains 17895 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 1718 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 8476 members 
Mstep: Class 13 contains 11496 members 
Mstep: Class 14 contains 3720 members 
Mstep: Class 15 contains 14073 members 
Mstep: Class 17 contains 382534 members 
Mstep: Class 18 contains 34556 members 
Mstep: Class 19 contains 3134 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 30312 members 
Mstep: Class 23 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194472.000000 Penalty: 41003.015625
Iteration 53Q: 20 clusters Score -2.819447e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 9219 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 38138 members 
Mstep: Class 6 contains 17838 members 
Mstep: Class 7 contains 1442 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 8549 members 
Mstep: Class 13 contains 11592 members 
Mstep: Class 14 contains 3734 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 17 contains 382437 members 
Mstep: Class 18 contains 34410 members 
Mstep: Class 19 contains 3127 members 
Mstep: Class 21 contains 3178 members 
Mstep: Class 22 contains 30397 members 
Mstep: Class 23 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194558.000000 Penalty: 41003.015625
Iteration 54Q: 20 clusters Score -2.819456e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 9270 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 38116 members 
Mstep: Class 6 contains 17785 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 8617 members 
Mstep: Class 13 contains 11675 members 
Mstep: Class 14 contains 3751 members 
Mstep: Class 15 contains 13930 members 
Mstep: Class 17 contains 382366 members 
Mstep: Class 18 contains 34277 members 
Mstep: Class 19 contains 3124 members 
Mstep: Class 21 contains 3193 members 
Mstep: Class 22 contains 30472 members 
Mstep: Class 23 contains 10382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194650.000000 Penalty: 41003.015625
Iteration 55Q: 20 clusters Score -2.819465e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 9315 members 
Mstep: Class 4 contains 2173 members 
Mstep: Class 5 contains 38095 members 
Mstep: Class 6 contains 17742 members 
Mstep: Class 7 contains 1485 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 8672 members 
Mstep: Class 13 contains 11755 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 15 contains 13863 members 
Mstep: Class 17 contains 382307 members 
Mstep: Class 18 contains 34178 members 
Mstep: Class 19 contains 3127 members 
Mstep: Class 21 contains 3198 members 
Mstep: Class 22 contains 30534 members 
Mstep: Class 23 contains 10371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194732.000000 Penalty: 41003.015625
Iteration 56Q: 20 clusters Score -2.819473e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 9353 members 
Mstep: Class 4 contains 2180 members 
Mstep: Class 5 contains 38079 members 
Mstep: Class 6 contains 17703 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 8720 members 
Mstep: Class 13 contains 11820 members 
Mstep: Class 14 contains 3787 members 
Mstep: Class 15 contains 13800 members 
Mstep: Class 17 contains 382242 members 
Mstep: Class 18 contains 34095 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 30598 members 
Mstep: Class 23 contains 10353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194786.000000 Penalty: 41003.015625
Iteration 57Q: 20 clusters Score -2.819479e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 9371 members 
Mstep: Class 4 contains 2184 members 
Mstep: Class 5 contains 38061 members 
Mstep: Class 6 contains 17654 members 
Mstep: Class 7 contains 1526 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 8777 members 
Mstep: Class 13 contains 11894 members 
Mstep: Class 14 contains 3803 members 
Mstep: Class 15 contains 13752 members 
Mstep: Class 17 contains 382183 members 
Mstep: Class 18 contains 34019 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 21 contains 3218 members 
Mstep: Class 22 contains 30642 members 
Mstep: Class 23 contains 10346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194874.000000 Penalty: 41003.015625
Iteration 58Q: 20 clusters Score -2.819487e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10690 members 
Mstep: Class 3 contains 9390 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 38034 members 
Mstep: Class 6 contains 17621 members 
Mstep: Class 7 contains 1542 members 
Mstep: Class 8 contains 1749 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 8820 members 
Mstep: Class 13 contains 11946 members 
Mstep: Class 14 contains 3828 members 
Mstep: Class 15 contains 13704 members 
Mstep: Class 17 contains 382147 members 
Mstep: Class 18 contains 33938 members 
Mstep: Class 19 contains 3138 members 
Mstep: Class 21 contains 3227 members 
Mstep: Class 22 contains 30697 members 
Mstep: Class 23 contains 10334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194878.000000 Penalty: 41003.015625
Iteration 59Q: 20 clusters Score -2.819488e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 9400 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 38021 members 
Mstep: Class 6 contains 17603 members 
Mstep: Class 7 contains 1557 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 8859 members 
Mstep: Class 13 contains 11989 members 
Mstep: Class 14 contains 3858 members 
Mstep: Class 15 contains 13637 members 
Mstep: Class 17 contains 382123 members 
Mstep: Class 18 contains 33857 members 
Mstep: Class 19 contains 3139 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 30752 members 
Mstep: Class 23 contains 10320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195110.000000 Penalty: 41003.015625
Iteration 60F: 20 clusters Score -2.819511e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 9419 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 38004 members 
Mstep: Class 6 contains 17546 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 8892 members 
Mstep: Class 13 contains 12012 members 
Mstep: Class 14 contains 3874 members 
Mstep: Class 15 contains 13576 members 
Mstep: Class 17 contains 382084 members 
Mstep: Class 18 contains 33788 members 
Mstep: Class 19 contains 3142 members 
Mstep: Class 21 contains 3238 members 
Mstep: Class 22 contains 30819 members 
Mstep: Class 23 contains 10307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195294.000000 Penalty: 41003.015625
Iteration 61Q: 20 clusters Score -2.819529e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 9440 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 37995 members 
Mstep: Class 6 contains 17516 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 8923 members 
Mstep: Class 13 contains 12035 members 
Mstep: Class 14 contains 3891 members 
Mstep: Class 15 contains 13486 members 
Mstep: Class 17 contains 382058 members 
Mstep: Class 18 contains 33697 members 
Mstep: Class 19 contains 3153 members 
Mstep: Class 21 contains 3241 members 
Mstep: Class 22 contains 30894 members 
Mstep: Class 23 contains 10294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195406.000000 Penalty: 41003.015625
Iteration 62Q: 20 clusters Score -2.819541e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 9458 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 37987 members 
Mstep: Class 6 contains 17489 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 8955 members 
Mstep: Class 13 contains 12053 members 
Mstep: Class 14 contains 3921 members 
Mstep: Class 15 contains 13400 members 
Mstep: Class 17 contains 382008 members 
Mstep: Class 18 contains 33620 members 
Mstep: Class 19 contains 3157 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 30967 members 
Mstep: Class 23 contains 10288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195534.000000 Penalty: 41003.015625
Iteration 63Q: 20 clusters Score -2.819553e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 9482 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 37975 members 
Mstep: Class 6 contains 17460 members 
Mstep: Class 7 contains 1859 members 
Mstep: Class 8 contains 1767 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 8993 members 
Mstep: Class 13 contains 12078 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 15 contains 13321 members 
Mstep: Class 17 contains 381961 members 
Mstep: Class 18 contains 33533 members 
Mstep: Class 19 contains 3161 members 
Mstep: Class 21 contains 3260 members 
Mstep: Class 22 contains 31028 members 
Mstep: Class 23 contains 10290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195564.000000 Penalty: 41003.015625
Iteration 64Q: 20 clusters Score -2.819556e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 9500 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 37967 members 
Mstep: Class 6 contains 17432 members 
Mstep: Class 7 contains 1928 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 9030 members 
Mstep: Class 13 contains 12096 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 15 contains 13233 members 
Mstep: Class 17 contains 381918 members 
Mstep: Class 18 contains 33460 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 21 contains 3264 members 
Mstep: Class 22 contains 31097 members 
Mstep: Class 23 contains 10291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195724.000000 Penalty: 41003.015625
Iteration 65Q: 20 clusters Score -2.819572e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 9519 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 37961 members 
Mstep: Class 6 contains 17397 members 
Mstep: Class 7 contains 1998 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 9049 members 
Mstep: Class 13 contains 12106 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 13147 members 
Mstep: Class 17 contains 381869 members 
Mstep: Class 18 contains 33405 members 
Mstep: Class 19 contains 3159 members 
Mstep: Class 21 contains 3270 members 
Mstep: Class 22 contains 31171 members 
Mstep: Class 23 contains 10282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195808.000000 Penalty: 41003.015625
Iteration 66Q: 20 clusters Score -2.819581e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 9541 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 37961 members 
Mstep: Class 6 contains 17384 members 
Mstep: Class 7 contains 2060 members 
Mstep: Class 8 contains 1774 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 13 contains 12119 members 
Mstep: Class 14 contains 4033 members 
Mstep: Class 15 contains 13065 members 
Mstep: Class 17 contains 381820 members 
Mstep: Class 18 contains 33345 members 
Mstep: Class 19 contains 3151 members 
Mstep: Class 21 contains 3272 members 
Mstep: Class 22 contains 31240 members 
Mstep: Class 23 contains 10272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195858.000000 Penalty: 41003.015625
Iteration 67Q: 20 clusters Score -2.819586e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 9554 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 37953 members 
Mstep: Class 6 contains 17357 members 
Mstep: Class 7 contains 2116 members 
Mstep: Class 8 contains 1774 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 9092 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 12995 members 
Mstep: Class 17 contains 381773 members 
Mstep: Class 18 contains 33294 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 31312 members 
Mstep: Class 23 contains 10266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195930.000000 Penalty: 41003.015625
Iteration 68Q: 20 clusters Score -2.819593e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 9568 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 37943 members 
Mstep: Class 6 contains 17316 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 9112 members 
Mstep: Class 13 contains 12161 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 12908 members 
Mstep: Class 17 contains 381737 members 
Mstep: Class 18 contains 33242 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 21 contains 3281 members 
Mstep: Class 22 contains 31392 members 
Mstep: Class 23 contains 10268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196026.000000 Penalty: 41003.015625
Iteration 69Q: 20 clusters Score -2.819603e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10705 members 
Mstep: Class 3 contains 9580 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 37943 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 13 contains 12181 members 
Mstep: Class 14 contains 4141 members 
Mstep: Class 15 contains 12820 members 
Mstep: Class 17 contains 381720 members 
Mstep: Class 18 contains 33181 members 
Mstep: Class 19 contains 3088 members 
Mstep: Class 21 contains 3282 members 
Mstep: Class 22 contains 31471 members 
Mstep: Class 23 contains 10266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195960.000000 Penalty: 41003.015625
Iteration 70Q: 20 clusters Score -2.819596e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 9582 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 37932 members 
Mstep: Class 6 contains 17294 members 
Mstep: Class 7 contains 2219 members 
Mstep: Class 8 contains 1775 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 9153 members 
Mstep: Class 13 contains 12207 members 
Mstep: Class 14 contains 4179 members 
Mstep: Class 15 contains 12728 members 
Mstep: Class 17 contains 381715 members 
Mstep: Class 18 contains 33130 members 
Mstep: Class 19 contains 3053 members 
Mstep: Class 21 contains 3282 members 
Mstep: Class 22 contains 31561 members 
Mstep: Class 23 contains 10259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196036.000000 Penalty: 41003.015625
Iteration 71Q: 20 clusters Score -2.819604e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 9588 members 
Mstep: Class 4 contains 2207 members 
Mstep: Class 5 contains 37927 members 
Mstep: Class 6 contains 17282 members 
Mstep: Class 7 contains 2240 members 
Mstep: Class 8 contains 1779 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 9170 members 
Mstep: Class 13 contains 12228 members 
Mstep: Class 14 contains 4209 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 17 contains 381696 members 
Mstep: Class 18 contains 33073 members 
Mstep: Class 19 contains 3035 members 
Mstep: Class 21 contains 3285 members 
Mstep: Class 22 contains 31651 members 
Mstep: Class 23 contains 10254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196076.000000 Penalty: 41003.015625
Iteration 72Q: 20 clusters Score -2.819608e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 37921 members 
Mstep: Class 6 contains 17267 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 1782 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 9189 members 
Mstep: Class 13 contains 12251 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 12562 members 
Mstep: Class 17 contains 381682 members 
Mstep: Class 18 contains 33027 members 
Mstep: Class 19 contains 3028 members 
Mstep: Class 21 contains 3285 members 
Mstep: Class 22 contains 31743 members 
Mstep: Class 23 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196070.000000 Penalty: 41003.015625
Iteration 73Q: 20 clusters Score -2.819607e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 37907 members 
Mstep: Class 6 contains 17249 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 1036 members 
Mstep: Class 10 contains 9202 members 
Mstep: Class 13 contains 12266 members 
Mstep: Class 14 contains 4246 members 
Mstep: Class 15 contains 12488 members 
Mstep: Class 17 contains 381680 members 
Mstep: Class 18 contains 32992 members 
Mstep: Class 19 contains 3020 members 
Mstep: Class 21 contains 3288 members 
Mstep: Class 22 contains 31832 members 
Mstep: Class 23 contains 10242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196092.000000 Penalty: 41003.015625
Iteration 74Q: 20 clusters Score -2.819609e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 9591 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 37892 members 
Mstep: Class 6 contains 17234 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 1783 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 9216 members 
Mstep: Class 13 contains 12287 members 
Mstep: Class 14 contains 4269 members 
Mstep: Class 15 contains 12417 members 
Mstep: Class 17 contains 381653 members 
Mstep: Class 18 contains 32956 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 31945 members 
Mstep: Class 23 contains 10233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196116.000000 Penalty: 41003.015625
Iteration 75Q: 20 clusters Score -2.819612e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10714 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 37885 members 
Mstep: Class 6 contains 17213 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 9230 members 
Mstep: Class 13 contains 12302 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 15 contains 12328 members 
Mstep: Class 17 contains 381638 members 
Mstep: Class 18 contains 32920 members 
Mstep: Class 19 contains 2998 members 
Mstep: Class 21 contains 3293 members 
Mstep: Class 22 contains 32053 members 
Mstep: Class 23 contains 10226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196140.000000 Penalty: 41003.015625
Iteration 76Q: 20 clusters Score -2.819614e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 9598 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 37882 members 
Mstep: Class 6 contains 17202 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 9238 members 
Mstep: Class 13 contains 12315 members 
Mstep: Class 14 contains 4317 members 
Mstep: Class 15 contains 12240 members 
Mstep: Class 17 contains 381627 members 
Mstep: Class 18 contains 32896 members 
Mstep: Class 19 contains 2986 members 
Mstep: Class 21 contains 3292 members 
Mstep: Class 22 contains 32164 members 
Mstep: Class 23 contains 10217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196182.000000 Penalty: 41003.015625
Iteration 77Q: 20 clusters Score -2.819618e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 9599 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 37868 members 
Mstep: Class 6 contains 17180 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 9247 members 
Mstep: Class 13 contains 12339 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 12146 members 
Mstep: Class 17 contains 381611 members 
Mstep: Class 18 contains 32873 members 
Mstep: Class 19 contains 2985 members 
Mstep: Class 21 contains 3293 members 
Mstep: Class 22 contains 32287 members 
Mstep: Class 23 contains 10198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196212.000000 Penalty: 41003.015625
Iteration 78Q: 20 clusters Score -2.819621e+07 nChanged 384
Entering ConstructFrom: 
Score: -28196212.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -66697.632812 Penalty: 1193.411865
	Iteration 0F: 2 clusters Score -66697.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -64894.605469 Penalty: 2386.823730
	Iteration 0F: 3 clusters Score -64894.61 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -65387.546875 Penalty: 2386.823730
	Iteration 1F: 3 clusters Score -65387.55 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -65680.859375 Penalty: 2386.823730
	Iteration 2F: 3 clusters Score -65680.86 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -65898.000000 Penalty: 2386.823730
	Iteration 3F: 3 clusters Score -65898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -66075.460938 Penalty: 2386.823730
	Iteration 4F: 3 clusters Score -66075.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -66207.898438 Penalty: 2386.823730
	Iteration 5Q: 3 clusters Score -66207.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -66319.820312 Penalty: 2386.823730
	Iteration 6Q: 3 clusters Score -66319.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -66414.984375 Penalty: 2386.823730
	Iteration 7Q: 3 clusters Score -66414.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -66479.109375 Penalty: 2386.823730
	Iteration 8Q: 3 clusters Score -66479.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -66516.281250 Penalty: 2386.823730
	Iteration 9Q: 3 clusters Score -66516.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -66541.453125 Penalty: 2386.823730
	Iteration 10Q: 3 clusters Score -66541.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -66557.453125 Penalty: 2386.823730
	Iteration 11Q: 3 clusters Score -66557.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -66576.742188 Penalty: 2386.823730
	Iteration 12Q: 3 clusters Score -66576.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -66607.242188 Penalty: 2386.823730
	Iteration 13Q: 3 clusters Score -66607.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -66628.140625 Penalty: 2386.823730
	Iteration 14Q: 3 clusters Score -66628.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -66642.117188 Penalty: 2386.823730
	Iteration 15Q: 3 clusters Score -66642.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -66653.757812 Penalty: 2386.823730
	Iteration 16Q: 3 clusters Score -66653.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -66673.257812 Penalty: 2386.823730
	Iteration 17Q: 3 clusters Score -66673.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -66682.632812 Penalty: 2386.823730
	Iteration 18Q: 3 clusters Score -66682.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -66686.859375 Penalty: 2386.823730
	Iteration 19Q: 3 clusters Score -66686.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -66694.804688 Penalty: 2386.823730
	Iteration 20F: 3 clusters Score -66694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -66697.226562 Penalty: 2386.823730
	Iteration 21Q: 3 clusters Score -66697.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -66699.695312 Penalty: 2386.823730
	Iteration 22Q: 3 clusters Score -66699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -66704.500000 Penalty: 2386.823730
	Iteration 23Q: 3 clusters Score -66704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -66706.093750 Penalty: 2386.823730
	Iteration 24Q: 3 clusters Score -66706.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -66706.867188 Penalty: 2386.823730
	Iteration 25Q: 3 clusters Score -66706.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -66706.867188 Penalty: 2386.823730
	Iteration 26F: 3 clusters Score -66706.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 37850 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1041 members 
Mstep: Class 10 contains 9255 members 
Mstep: Class 11 contains 1127 members 
Mstep: Class 13 contains 12354 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 17 contains 381611 members 
Mstep: Class 18 contains 32839 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 21 contains 3289 members 
Mstep: Class 22 contains 32434 members 
Mstep: Class 23 contains 10188 members 
Entering Unmasked Estep 
Score: -28195216.000000 Penalty: 43161.070312
Splitting cluster 1 changes total score from -28196212.000000 to -28195216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Entering Unmasked Estep 
Score: -553969.875000 Penalty: 1507.781128
	Iteration 0F: 2 clusters Score -553969.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -546356.250000 Penalty: 3015.562256
	Iteration 0F: 3 clusters Score -546356.2 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -548698.187500 Penalty: 3015.562256
	Iteration 1F: 3 clusters Score -548698.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -548942.750000 Penalty: 3015.562256
	Iteration 2F: 3 clusters Score -548942.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -549141.562500 Penalty: 3015.562256
	Iteration 3Q: 3 clusters Score -549141.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -549310.687500 Penalty: 3015.562256
	Iteration 4Q: 3 clusters Score -549310.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -549478.937500 Penalty: 3015.562256
	Iteration 5Q: 3 clusters Score -549478.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -549654.125000 Penalty: 3015.562256
	Iteration 6Q: 3 clusters Score -549654.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -549815.250000 Penalty: 3015.562256
	Iteration 7Q: 3 clusters Score -549815.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -549982.750000 Penalty: 3015.562256
	Iteration 8Q: 3 clusters Score -549982.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -550170.875000 Penalty: 3015.562256
	Iteration 9Q: 3 clusters Score -550170.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -550386.687500 Penalty: 3015.562256
	Iteration 10Q: 3 clusters Score -550386.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -550626.000000 Penalty: 3015.562256
	Iteration 11Q: 3 clusters Score -550626 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -550888.187500 Penalty: 3015.562256
	Iteration 12Q: 3 clusters Score -550888.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -551119.062500 Penalty: 3015.562256
	Iteration 13Q: 3 clusters Score -551119.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -551312.250000 Penalty: 3015.562256
	Iteration 14Q: 3 clusters Score -551312.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -551461.250000 Penalty: 3015.562256
	Iteration 15Q: 3 clusters Score -551461.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -551602.875000 Penalty: 3015.562256
	Iteration 16Q: 3 clusters Score -551602.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -551715.562500 Penalty: 3015.562256
	Iteration 17Q: 3 clusters Score -551715.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -551798.812500 Penalty: 3015.562256
	Iteration 18Q: 3 clusters Score -551798.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -551861.937500 Penalty: 3015.562256
	Iteration 19Q: 3 clusters Score -551861.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -551909.812500 Penalty: 3015.562256
	Iteration 20F: 3 clusters Score -551909.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -551943.437500 Penalty: 3015.562256
	Iteration 21Q: 3 clusters Score -551943.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -551968.625000 Penalty: 3015.562256
	Iteration 22Q: 3 clusters Score -551968.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -551992.312500 Penalty: 3015.562256
	Iteration 23Q: 3 clusters Score -551992.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -552013.937500 Penalty: 3015.562256
	Iteration 24Q: 3 clusters Score -552013.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -552036.750000 Penalty: 3015.562256
	Iteration 25Q: 3 clusters Score -552036.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -552056.875000 Penalty: 3015.562256
	Iteration 26Q: 3 clusters Score -552056.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -552078.187500 Penalty: 3015.562256
	Iteration 27Q: 3 clusters Score -552078.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -552101.125000 Penalty: 3015.562256
	Iteration 28Q: 3 clusters Score -552101.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -552116.750000 Penalty: 3015.562256
	Iteration 29Q: 3 clusters Score -552116.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -552127.875000 Penalty: 3015.562256
	Iteration 30Q: 3 clusters Score -552127.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -552143.500000 Penalty: 3015.562256
	Iteration 31Q: 3 clusters Score -552143.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -552164.125000 Penalty: 3015.562256
	Iteration 32Q: 3 clusters Score -552164.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -552185.500000 Penalty: 3015.562256
	Iteration 33Q: 3 clusters Score -552185.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -552207.000000 Penalty: 3015.562256
	Iteration 34Q: 3 clusters Score -552207 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -552224.875000 Penalty: 3015.562256
	Iteration 35Q: 3 clusters Score -552224.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -552239.625000 Penalty: 3015.562256
	Iteration 36Q: 3 clusters Score -552239.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -552252.687500 Penalty: 3015.562256
	Iteration 37Q: 3 clusters Score -552252.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -552270.750000 Penalty: 3015.562256
	Iteration 38Q: 3 clusters Score -552270.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -552283.750000 Penalty: 3015.562256
	Iteration 39Q: 3 clusters Score -552283.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -552298.875000 Penalty: 3015.562256
	Iteration 40F: 3 clusters Score -552298.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -552315.375000 Penalty: 3015.562256
	Iteration 41Q: 3 clusters Score -552315.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -552330.875000 Penalty: 3015.562256
	Iteration 42Q: 3 clusters Score -552330.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -552351.000000 Penalty: 3015.562256
	Iteration 43Q: 3 clusters Score -552351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -552368.250000 Penalty: 3015.562256
	Iteration 44Q: 3 clusters Score -552368.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -552389.375000 Penalty: 3015.562256
	Iteration 45Q: 3 clusters Score -552389.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -552408.437500 Penalty: 3015.562256
	Iteration 46Q: 3 clusters Score -552408.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -552425.500000 Penalty: 3015.562256
	Iteration 47Q: 3 clusters Score -552425.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -552434.562500 Penalty: 3015.562256
	Iteration 48Q: 3 clusters Score -552434.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -552444.812500 Penalty: 3015.562256
	Iteration 49Q: 3 clusters Score -552444.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -552460.750000 Penalty: 3015.562256
	Iteration 50Q: 3 clusters Score -552460.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -552469.125000 Penalty: 3015.562256
	Iteration 51Q: 3 clusters Score -552469.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -552477.250000 Penalty: 3015.562256
	Iteration 52Q: 3 clusters Score -552477.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -552484.500000 Penalty: 3015.562256
	Iteration 53Q: 3 clusters Score -552484.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -552489.125000 Penalty: 3015.562256
	Iteration 54Q: 3 clusters Score -552489.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -552496.000000 Penalty: 3015.562256
	Iteration 55Q: 3 clusters Score -552496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -552501.000000 Penalty: 3015.562256
	Iteration 56Q: 3 clusters Score -552501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -552505.312500 Penalty: 3015.562256
	Iteration 57Q: 3 clusters Score -552505.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -552507.562500 Penalty: 3015.562256
	Iteration 58Q: 3 clusters Score -552507.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -552509.250000 Penalty: 3015.562256
	Iteration 59Q: 3 clusters Score -552509.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -552512.312500 Penalty: 3015.562256
	Iteration 60F: 3 clusters Score -552512.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -552515.500000 Penalty: 3015.562256
	Iteration 61Q: 3 clusters Score -552515.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -552520.125000 Penalty: 3015.562256
	Iteration 62Q: 3 clusters Score -552520.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -552527.562500 Penalty: 3015.562256
	Iteration 63Q: 3 clusters Score -552527.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -552533.687500 Penalty: 3015.562256
	Iteration 64Q: 3 clusters Score -552533.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -552539.937500 Penalty: 3015.562256
	Iteration 65Q: 3 clusters Score -552539.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -552546.375000 Penalty: 3015.562256
	Iteration 66Q: 3 clusters Score -552546.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -552550.687500 Penalty: 3015.562256
	Iteration 67Q: 3 clusters Score -552550.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -552556.000000 Penalty: 3015.562256
	Iteration 68Q: 3 clusters Score -552556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -552563.687500 Penalty: 3015.562256
	Iteration 69Q: 3 clusters Score -552563.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -552574.437500 Penalty: 3015.562256
	Iteration 70Q: 3 clusters Score -552574.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -552579.437500 Penalty: 3015.562256
	Iteration 71Q: 3 clusters Score -552579.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -552589.187500 Penalty: 3015.562256
	Iteration 72Q: 3 clusters Score -552589.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -552596.750000 Penalty: 3015.562256
	Iteration 73Q: 3 clusters Score -552596.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -552604.187500 Penalty: 3015.562256
	Iteration 74Q: 3 clusters Score -552604.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -552609.125000 Penalty: 3015.562256
	Iteration 75Q: 3 clusters Score -552609.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -552612.687500 Penalty: 3015.562256
	Iteration 76Q: 3 clusters Score -552612.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -552616.812500 Penalty: 3015.562256
	Iteration 77Q: 3 clusters Score -552616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -552618.812500 Penalty: 3015.562256
	Iteration 78Q: 3 clusters Score -552618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -552623.812500 Penalty: 3015.562256
	Iteration 79Q: 3 clusters Score -552623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -552624.687500 Penalty: 3015.562256
	Iteration 80F: 3 clusters Score -552624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -552627.687500 Penalty: 3015.562256
	Iteration 81Q: 3 clusters Score -552627.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -552632.187500 Penalty: 3015.562256
	Iteration 82Q: 3 clusters Score -552632.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -552634.812500 Penalty: 3015.562256
	Iteration 83Q: 3 clusters Score -552634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -552637.125000 Penalty: 3015.562256
	Iteration 84Q: 3 clusters Score -552637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -552639.000000 Penalty: 3015.562256
	Iteration 85Q: 3 clusters Score -552639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -552640.187500 Penalty: 3015.562256
	Iteration 86Q: 3 clusters Score -552640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -552640.562500 Penalty: 3015.562256
	Iteration 87Q: 3 clusters Score -552640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -552641.687500 Penalty: 3015.562256
	Iteration 88Q: 3 clusters Score -552641.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -552644.937500 Penalty: 3015.562256
	Iteration 89Q: 3 clusters Score -552644.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -552645.312500 Penalty: 3015.562256
	Iteration 90Q: 3 clusters Score -552645.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -552646.062500 Penalty: 3015.562256
	Iteration 91Q: 3 clusters Score -552646.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -552647.062500 Penalty: 3015.562256
	Iteration 92Q: 3 clusters Score -552647.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -552648.250000 Penalty: 3015.562256
	Iteration 93Q: 3 clusters Score -552648.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -552650.937500 Penalty: 3015.562256
	Iteration 94Q: 3 clusters Score -552650.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -552653.312500 Penalty: 3015.562256
	Iteration 95Q: 3 clusters Score -552653.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -552655.062500 Penalty: 3015.562256
	Iteration 96Q: 3 clusters Score -552655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -552655.812500 Penalty: 3015.562256
	Iteration 97Q: 3 clusters Score -552655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -552658.750000 Penalty: 3015.562256
	Iteration 98Q: 3 clusters Score -552658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -552657.437500 Penalty: 3015.562256
	Iteration 99Q: 3 clusters Score -552657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -552658.812500 Penalty: 3015.562256
	Iteration 100F: 3 clusters Score -552658.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -552658.437500 Penalty: 3015.562256
	Iteration 101Q: 3 clusters Score -552658.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -552659.312500 Penalty: 3015.562256
	Iteration 102Q: 3 clusters Score -552659.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -552661.750000 Penalty: 3015.562256
	Iteration 103Q: 3 clusters Score -552661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -552662.687500 Penalty: 3015.562256
	Iteration 104Q: 3 clusters Score -552662.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -552664.250000 Penalty: 3015.562256
	Iteration 105Q: 3 clusters Score -552664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -552669.125000 Penalty: 3015.562256
	Iteration 106Q: 3 clusters Score -552669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -552671.562500 Penalty: 3015.562256
	Iteration 107Q: 3 clusters Score -552671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -552672.625000 Penalty: 3015.562256
	Iteration 108Q: 3 clusters Score -552672.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -552673.125000 Penalty: 3015.562256
	Iteration 109Q: 3 clusters Score -552673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -552673.062500 Penalty: 3015.562256
	Iteration 110Q: 3 clusters Score -552673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -552673.062500 Penalty: 3015.562256
	Iteration 111F: 3 clusters Score -552673.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Entering Unmasked Estep 
Score: -488365.125000 Penalty: 1490.114502
	Iteration 0F: 2 clusters Score -488365.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -481417.937500 Penalty: 2980.229004
	Iteration 0F: 3 clusters Score -481417.9 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -483573.031250 Penalty: 2980.229004
	Iteration 1F: 3 clusters Score -483573 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -483813.781250 Penalty: 2980.229004
	Iteration 2F: 3 clusters Score -483813.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -483981.781250 Penalty: 2980.229004
	Iteration 3Q: 3 clusters Score -483981.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -484132.093750 Penalty: 2980.229004
	Iteration 4Q: 3 clusters Score -484132.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -484269.187500 Penalty: 2980.229004
	Iteration 5Q: 3 clusters Score -484269.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -484404.562500 Penalty: 2980.229004
	Iteration 6Q: 3 clusters Score -484404.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -484564.687500 Penalty: 2980.229004
	Iteration 7Q: 3 clusters Score -484564.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -484761.593750 Penalty: 2980.229004
	Iteration 8Q: 3 clusters Score -484761.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -484988.968750 Penalty: 2980.229004
	Iteration 9Q: 3 clusters Score -484989 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -485238.468750 Penalty: 2980.229004
	Iteration 10Q: 3 clusters Score -485238.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -485505.937500 Penalty: 2980.229004
	Iteration 11Q: 3 clusters Score -485505.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -485769.343750 Penalty: 2980.229004
	Iteration 12Q: 3 clusters Score -485769.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -485991.843750 Penalty: 2980.229004
	Iteration 13Q: 3 clusters Score -485991.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -486167.656250 Penalty: 2980.229004
	Iteration 14Q: 3 clusters Score -486167.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -486333.562500 Penalty: 2980.229004
	Iteration 15Q: 3 clusters Score -486333.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -486470.125000 Penalty: 2980.229004
	Iteration 16Q: 3 clusters Score -486470.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -486587.687500 Penalty: 2980.229004
	Iteration 17Q: 3 clusters Score -486587.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -486678.031250 Penalty: 2980.229004
	Iteration 18Q: 3 clusters Score -486678 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -486768.218750 Penalty: 2980.229004
	Iteration 19Q: 3 clusters Score -486768.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -486828.500000 Penalty: 2980.229004
	Iteration 20F: 3 clusters Score -486828.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -486869.718750 Penalty: 2980.229004
	Iteration 21Q: 3 clusters Score -486869.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -486901.312500 Penalty: 2980.229004
	Iteration 22Q: 3 clusters Score -486901.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -486934.375000 Penalty: 2980.229004
	Iteration 23Q: 3 clusters Score -486934.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -486961.687500 Penalty: 2980.229004
	Iteration 24Q: 3 clusters Score -486961.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -486984.718750 Penalty: 2980.229004
	Iteration 25Q: 3 clusters Score -486984.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -486998.718750 Penalty: 2980.229004
	Iteration 26Q: 3 clusters Score -486998.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -487012.187500 Penalty: 2980.229004
	Iteration 27Q: 3 clusters Score -487012.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -487021.156250 Penalty: 2980.229004
	Iteration 28Q: 3 clusters Score -487021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -487026.125000 Penalty: 2980.229004
	Iteration 29Q: 3 clusters Score -487026.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -487034.656250 Penalty: 2980.229004
	Iteration 30Q: 3 clusters Score -487034.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -487036.093750 Penalty: 2980.229004
	Iteration 31Q: 3 clusters Score -487036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -487039.906250 Penalty: 2980.229004
	Iteration 32Q: 3 clusters Score -487039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -487043.656250 Penalty: 2980.229004
	Iteration 33Q: 3 clusters Score -487043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -487044.781250 Penalty: 2980.229004
	Iteration 34Q: 3 clusters Score -487044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -487048.531250 Penalty: 2980.229004
	Iteration 35Q: 3 clusters Score -487048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -487054.281250 Penalty: 2980.229004
	Iteration 36Q: 3 clusters Score -487054.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -487060.531250 Penalty: 2980.229004
	Iteration 37Q: 3 clusters Score -487060.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -487063.343750 Penalty: 2980.229004
	Iteration 38Q: 3 clusters Score -487063.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -487064.687500 Penalty: 2980.229004
	Iteration 39Q: 3 clusters Score -487064.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -487064.687500 Penalty: 2980.229004
	Iteration 40F: 3 clusters Score -487064.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -97517.023438 Penalty: 1251.738770
	Iteration 0F: 2 clusters Score -97517.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -95335.070312 Penalty: 2503.477539
	Iteration 0F: 3 clusters Score -95335.07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -96155.976562 Penalty: 2503.477539
	Iteration 1F: 3 clusters Score -96155.98 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -96664.320312 Penalty: 2503.477539
	Iteration 2F: 3 clusters Score -96664.32 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -97040.656250 Penalty: 2503.477539
	Iteration 3F: 3 clusters Score -97040.66 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -97255.125000 Penalty: 2503.477539
	Iteration 4F: 3 clusters Score -97255.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -97391.671875 Penalty: 2503.477539
	Iteration 5Q: 3 clusters Score -97391.67 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -97461.000000 Penalty: 2503.477539
	Iteration 6Q: 3 clusters Score -97461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -97481.437500 Penalty: 2503.477539
	Iteration 7Q: 3 clusters Score -97481.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -97494.570312 Penalty: 2503.477539
	Iteration 8Q: 3 clusters Score -97494.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -97498.992188 Penalty: 2503.477539
	Iteration 9Q: 3 clusters Score -97498.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -97504.000000 Penalty: 2503.477539
	Iteration 10Q: 3 clusters Score -97504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -97510.328125 Penalty: 2503.477539
	Iteration 11Q: 3 clusters Score -97510.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97517.718750 Penalty: 2503.477539
	Iteration 12Q: 3 clusters Score -97517.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97520.648438 Penalty: 2503.477539
	Iteration 13Q: 3 clusters Score -97520.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -97522.117188 Penalty: 2503.477539
	Iteration 14Q: 3 clusters Score -97522.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -97523.062500 Penalty: 2503.477539
	Iteration 15Q: 3 clusters Score -97523.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97523.640625 Penalty: 2503.477539
	Iteration 16Q: 3 clusters Score -97523.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -97523.640625 Penalty: 2503.477539
	Iteration 17F: 3 clusters Score -97523.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 1685 members 
Mstep: Class 5 contains 37850 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1041 members 
Mstep: Class 10 contains 9255 members 
Mstep: Class 11 contains 530 members 
Mstep: Class 13 contains 12354 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 17 contains 381611 members 
Mstep: Class 18 contains 32839 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 21 contains 3289 members 
Mstep: Class 22 contains 32434 members 
Mstep: Class 23 contains 10188 members 
Entering Unmasked Estep 
Score: -28195282.000000 Penalty: 43161.070312
Splitting cluster 4 changes total score from -28196212.000000 to -28195282.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (37850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Entering Unmasked Estep 
Score: -1896292.000000 Penalty: 1712.975342
	Iteration 0F: 2 clusters Score -1896292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -1871005.000000 Penalty: 3425.950684
	Iteration 0F: 3 clusters Score -1871005 nChanged 17570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -1880839.000000 Penalty: 3425.950684
	Iteration 1F: 3 clusters Score -1880839 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -1881362.250000 Penalty: 3425.950684
	Iteration 2Q: 3 clusters Score -1881362 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -1881957.625000 Penalty: 3425.950684
	Iteration 3Q: 3 clusters Score -1881958 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -1882762.250000 Penalty: 3425.950684
	Iteration 4Q: 3 clusters Score -1882762 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -1883843.125000 Penalty: 3425.950684
	Iteration 5F: 3 clusters Score -1883843 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -1885255.875000 Penalty: 3425.950684
	Iteration 6F: 3 clusters Score -1885256 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -1886889.625000 Penalty: 3425.950684
	Iteration 7F: 3 clusters Score -1886890 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -1888839.875000 Penalty: 3425.950684
	Iteration 8F: 3 clusters Score -1888840 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -1890727.000000 Penalty: 3425.950684
	Iteration 9F: 3 clusters Score -1890727 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -1892092.625000 Penalty: 3425.950684
	Iteration 10Q: 3 clusters Score -1892093 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -1892892.000000 Penalty: 3425.950684
	Iteration 11Q: 3 clusters Score -1892892 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -1893327.250000 Penalty: 3425.950684
	Iteration 12Q: 3 clusters Score -1893327 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -1893611.750000 Penalty: 3425.950684
	Iteration 13Q: 3 clusters Score -1893612 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -1893831.375000 Penalty: 3425.950684
	Iteration 14Q: 3 clusters Score -1893831 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -1894037.125000 Penalty: 3425.950684
	Iteration 15Q: 3 clusters Score -1894037 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -1894191.875000 Penalty: 3425.950684
	Iteration 16Q: 3 clusters Score -1894192 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -1894318.000000 Penalty: 3425.950684
	Iteration 17Q: 3 clusters Score -1894318 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -1894416.125000 Penalty: 3425.950684
	Iteration 18Q: 3 clusters Score -1894416 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -1894479.750000 Penalty: 3425.950684
	Iteration 19Q: 3 clusters Score -1894480 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -1894568.250000 Penalty: 3425.950684
	Iteration 20F: 3 clusters Score -1894568 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -1894627.750000 Penalty: 3425.950684
	Iteration 21Q: 3 clusters Score -1894628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -1894662.500000 Penalty: 3425.950684
	Iteration 22Q: 3 clusters Score -1894662 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -1894700.125000 Penalty: 3425.950684
	Iteration 23Q: 3 clusters Score -1894700 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -1894721.250000 Penalty: 3425.950684
	Iteration 24Q: 3 clusters Score -1894721 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -1894746.500000 Penalty: 3425.950684
	Iteration 25Q: 3 clusters Score -1894746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -1894758.750000 Penalty: 3425.950684
	Iteration 26Q: 3 clusters Score -1894759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -1894785.375000 Penalty: 3425.950684
	Iteration 27Q: 3 clusters Score -1894785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -1894812.875000 Penalty: 3425.950684
	Iteration 28Q: 3 clusters Score -1894813 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -1894839.250000 Penalty: 3425.950684
	Iteration 29Q: 3 clusters Score -1894839 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -1894859.125000 Penalty: 3425.950684
	Iteration 30Q: 3 clusters Score -1894859 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -1894882.125000 Penalty: 3425.950684
	Iteration 31Q: 3 clusters Score -1894882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -1894912.000000 Penalty: 3425.950684
	Iteration 32Q: 3 clusters Score -1894912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -1894938.125000 Penalty: 3425.950684
	Iteration 33Q: 3 clusters Score -1894938 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -1894953.750000 Penalty: 3425.950684
	Iteration 34Q: 3 clusters Score -1894954 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -1894981.250000 Penalty: 3425.950684
	Iteration 35Q: 3 clusters Score -1894981 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -1894990.125000 Penalty: 3425.950684
	Iteration 36Q: 3 clusters Score -1894990 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -1895010.375000 Penalty: 3425.950684
	Iteration 37Q: 3 clusters Score -1895010 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -1895026.375000 Penalty: 3425.950684
	Iteration 38Q: 3 clusters Score -1895026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -1895046.750000 Penalty: 3425.950684
	Iteration 39Q: 3 clusters Score -1895047 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -1895061.750000 Penalty: 3425.950684
	Iteration 40F: 3 clusters Score -1895062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -1895061.500000 Penalty: 3425.950684
	Iteration 41Q: 3 clusters Score -1895062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -1895070.250000 Penalty: 3425.950684
	Iteration 42Q: 3 clusters Score -1895070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -1895083.625000 Penalty: 3425.950684
	Iteration 43Q: 3 clusters Score -1895084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -1895094.625000 Penalty: 3425.950684
	Iteration 44Q: 3 clusters Score -1895095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -1895104.375000 Penalty: 3425.950684
	Iteration 45Q: 3 clusters Score -1895104 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -1895121.625000 Penalty: 3425.950684
	Iteration 46Q: 3 clusters Score -1895122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -1895135.500000 Penalty: 3425.950684
	Iteration 47Q: 3 clusters Score -1895136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -1895144.250000 Penalty: 3425.950684
	Iteration 48Q: 3 clusters Score -1895144 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -1895152.500000 Penalty: 3425.950684
	Iteration 49Q: 3 clusters Score -1895152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -1895159.375000 Penalty: 3425.950684
	Iteration 50Q: 3 clusters Score -1895159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -1895167.625000 Penalty: 3425.950684
	Iteration 51Q: 3 clusters Score -1895168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -1895177.625000 Penalty: 3425.950684
	Iteration 52Q: 3 clusters Score -1895178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -1895175.875000 Penalty: 3425.950684
	Iteration 53Q: 3 clusters Score -1895176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -1895178.125000 Penalty: 3425.950684
	Iteration 54Q: 3 clusters Score -1895178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -1895183.375000 Penalty: 3425.950684
	Iteration 55Q: 3 clusters Score -1895183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -1895183.000000 Penalty: 3425.950684
	Iteration 56Q: 3 clusters Score -1895183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -1895188.250000 Penalty: 3425.950684
	Iteration 57Q: 3 clusters Score -1895188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -1895194.875000 Penalty: 3425.950684
	Iteration 58Q: 3 clusters Score -1895195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -1895197.375000 Penalty: 3425.950684
	Iteration 59Q: 3 clusters Score -1895197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -1895202.500000 Penalty: 3425.950684
	Iteration 60F: 3 clusters Score -1895202 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -1895206.750000 Penalty: 3425.950684
	Iteration 61Q: 3 clusters Score -1895207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -1895208.375000 Penalty: 3425.950684
	Iteration 62Q: 3 clusters Score -1895208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -1895212.500000 Penalty: 3425.950684
	Iteration 63Q: 3 clusters Score -1895212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -1895212.000000 Penalty: 3425.950684
	Iteration 64Q: 3 clusters Score -1895212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -1895211.000000 Penalty: 3425.950684
	Iteration 65Q: 3 clusters Score -1895211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -1895211.500000 Penalty: 3425.950684
	Iteration 66Q: 3 clusters Score -1895212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -1895212.000000 Penalty: 3425.950684
	Iteration 67Q: 3 clusters Score -1895212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -1895209.250000 Penalty: 3425.950684
	Iteration 68Q: 3 clusters Score -1895209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -1895210.000000 Penalty: 3425.950684
	Iteration 69Q: 3 clusters Score -1895210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -1895212.000000 Penalty: 3425.950684
	Iteration 70Q: 3 clusters Score -1895212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -1895213.125000 Penalty: 3425.950684
	Iteration 71Q: 3 clusters Score -1895213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -1895213.375000 Penalty: 3425.950684
	Iteration 72Q: 3 clusters Score -1895213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -1895211.875000 Penalty: 3425.950684
	Iteration 73Q: 3 clusters Score -1895212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -1895211.875000 Penalty: 3425.950684
	Iteration 74F: 3 clusters Score -1895212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Entering Unmasked Estep 
Score: -787463.500000 Penalty: 1584.429688
	Iteration 0F: 2 clusters Score -787463.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -775675.312500 Penalty: 3168.859375
	Iteration 0F: 3 clusters Score -775675.3 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -779926.375000 Penalty: 3168.859375
	Iteration 1F: 3 clusters Score -779926.4 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -780420.750000 Penalty: 3168.859375
	Iteration 2F: 3 clusters Score -780420.8 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -780935.812500 Penalty: 3168.859375
	Iteration 3F: 3 clusters Score -780935.8 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -781466.375000 Penalty: 3168.859375
	Iteration 4F: 3 clusters Score -781466.4 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -782038.937500 Penalty: 3168.859375
	Iteration 5F: 3 clusters Score -782038.9 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -782669.875000 Penalty: 3168.859375
	Iteration 6F: 3 clusters Score -782669.9 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -783287.875000 Penalty: 3168.859375
	Iteration 7F: 3 clusters Score -783287.9 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -783876.937500 Penalty: 3168.859375
	Iteration 8F: 3 clusters Score -783876.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -784439.562500 Penalty: 3168.859375
	Iteration 9Q: 3 clusters Score -784439.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -784948.062500 Penalty: 3168.859375
	Iteration 10Q: 3 clusters Score -784948.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -785474.875000 Penalty: 3168.859375
	Iteration 11Q: 3 clusters Score -785474.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -785968.125000 Penalty: 3168.859375
	Iteration 12Q: 3 clusters Score -785968.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -786226.500000 Penalty: 3168.859375
	Iteration 13Q: 3 clusters Score -786226.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -786362.562500 Penalty: 3168.859375
	Iteration 14Q: 3 clusters Score -786362.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -786448.562500 Penalty: 3168.859375
	Iteration 15Q: 3 clusters Score -786448.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -786510.125000 Penalty: 3168.859375
	Iteration 16Q: 3 clusters Score -786510.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -786554.000000 Penalty: 3168.859375
	Iteration 17Q: 3 clusters Score -786554 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -786589.062500 Penalty: 3168.859375
	Iteration 18Q: 3 clusters Score -786589.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -786617.062500 Penalty: 3168.859375
	Iteration 19Q: 3 clusters Score -786617.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -786637.250000 Penalty: 3168.859375
	Iteration 20F: 3 clusters Score -786637.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -786653.937500 Penalty: 3168.859375
	Iteration 21Q: 3 clusters Score -786653.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -786670.187500 Penalty: 3168.859375
	Iteration 22Q: 3 clusters Score -786670.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -786691.125000 Penalty: 3168.859375
	Iteration 23Q: 3 clusters Score -786691.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -786714.875000 Penalty: 3168.859375
	Iteration 24Q: 3 clusters Score -786714.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -786733.687500 Penalty: 3168.859375
	Iteration 25Q: 3 clusters Score -786733.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -786747.812500 Penalty: 3168.859375
	Iteration 26Q: 3 clusters Score -786747.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -786760.375000 Penalty: 3168.859375
	Iteration 27Q: 3 clusters Score -786760.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -786770.625000 Penalty: 3168.859375
	Iteration 28Q: 3 clusters Score -786770.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -786778.250000 Penalty: 3168.859375
	Iteration 29Q: 3 clusters Score -786778.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -786784.500000 Penalty: 3168.859375
	Iteration 30Q: 3 clusters Score -786784.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -786790.312500 Penalty: 3168.859375
	Iteration 31Q: 3 clusters Score -786790.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -786796.312500 Penalty: 3168.859375
	Iteration 32Q: 3 clusters Score -786796.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -786804.312500 Penalty: 3168.859375
	Iteration 33Q: 3 clusters Score -786804.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -786814.125000 Penalty: 3168.859375
	Iteration 34Q: 3 clusters Score -786814.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -786827.125000 Penalty: 3168.859375
	Iteration 35Q: 3 clusters Score -786827.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -786840.437500 Penalty: 3168.859375
	Iteration 36Q: 3 clusters Score -786840.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -786850.562500 Penalty: 3168.859375
	Iteration 37Q: 3 clusters Score -786850.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -786857.437500 Penalty: 3168.859375
	Iteration 38Q: 3 clusters Score -786857.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -786864.000000 Penalty: 3168.859375
	Iteration 39Q: 3 clusters Score -786864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -786869.875000 Penalty: 3168.859375
	Iteration 40F: 3 clusters Score -786869.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -786874.125000 Penalty: 3168.859375
	Iteration 41Q: 3 clusters Score -786874.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -786878.500000 Penalty: 3168.859375
	Iteration 42Q: 3 clusters Score -786878.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -786883.000000 Penalty: 3168.859375
	Iteration 43Q: 3 clusters Score -786883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -786883.875000 Penalty: 3168.859375
	Iteration 44Q: 3 clusters Score -786883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -786884.562500 Penalty: 3168.859375
	Iteration 45Q: 3 clusters Score -786884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -786886.062500 Penalty: 3168.859375
	Iteration 46Q: 3 clusters Score -786886.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -786888.937500 Penalty: 3168.859375
	Iteration 47Q: 3 clusters Score -786888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -786892.750000 Penalty: 3168.859375
	Iteration 48Q: 3 clusters Score -786892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -786893.812500 Penalty: 3168.859375
	Iteration 49Q: 3 clusters Score -786893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -786894.437500 Penalty: 3168.859375
	Iteration 50Q: 3 clusters Score -786894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -786894.125000 Penalty: 3168.859375
	Iteration 51Q: 3 clusters Score -786894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -786895.187500 Penalty: 3168.859375
	Iteration 52Q: 3 clusters Score -786895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -786895.187500 Penalty: 3168.859375
	Iteration 53Q: 3 clusters Score -786895.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -786895.187500 Penalty: 3168.859375
	Iteration 54F: 3 clusters Score -786895.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Entering Unmasked Estep 
Score: -89313.351562 Penalty: 1258.351807
	Iteration 0F: 2 clusters Score -89313.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -87073.914062 Penalty: 2516.703613
	Iteration 0F: 3 clusters Score -87073.91 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -87693.421875 Penalty: 2516.703613
	Iteration 1F: 3 clusters Score -87693.42 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -87953.132812 Penalty: 2516.703613
	Iteration 2F: 3 clusters Score -87953.13 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -88233.718750 Penalty: 2516.703613
	Iteration 3F: 3 clusters Score -88233.72 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -88490.429688 Penalty: 2516.703613
	Iteration 4F: 3 clusters Score -88490.43 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -88686.218750 Penalty: 2516.703613
	Iteration 5F: 3 clusters Score -88686.22 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -88816.101562 Penalty: 2516.703613
	Iteration 6Q: 3 clusters Score -88816.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -88922.703125 Penalty: 2516.703613
	Iteration 7Q: 3 clusters Score -88922.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -89006.750000 Penalty: 2516.703613
	Iteration 8Q: 3 clusters Score -89006.75 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -89054.937500 Penalty: 2516.703613
	Iteration 9Q: 3 clusters Score -89054.94 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -89093.359375 Penalty: 2516.703613
	Iteration 10Q: 3 clusters Score -89093.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -89129.414062 Penalty: 2516.703613
	Iteration 11Q: 3 clusters Score -89129.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -89169.820312 Penalty: 2516.703613
	Iteration 12Q: 3 clusters Score -89169.82 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -89214.843750 Penalty: 2516.703613
	Iteration 13Q: 3 clusters Score -89214.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -89246.093750 Penalty: 2516.703613
	Iteration 14Q: 3 clusters Score -89246.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -89287.015625 Penalty: 2516.703613
	Iteration 15Q: 3 clusters Score -89287.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -89332.117188 Penalty: 2516.703613
	Iteration 16Q: 3 clusters Score -89332.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -89377.945312 Penalty: 2516.703613
	Iteration 17Q: 3 clusters Score -89377.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -89437.757812 Penalty: 2516.703613
	Iteration 18Q: 3 clusters Score -89437.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -89511.031250 Penalty: 2516.703613
	Iteration 19Q: 3 clusters Score -89511.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -89563.789062 Penalty: 2516.703613
	Iteration 20F: 3 clusters Score -89563.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -89610.859375 Penalty: 2516.703613
	Iteration 21Q: 3 clusters Score -89610.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -89640.789062 Penalty: 2516.703613
	Iteration 22Q: 3 clusters Score -89640.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -89653.625000 Penalty: 2516.703613
	Iteration 23Q: 3 clusters Score -89653.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -89665.195312 Penalty: 2516.703613
	Iteration 24Q: 3 clusters Score -89665.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -89679.328125 Penalty: 2516.703613
	Iteration 25Q: 3 clusters Score -89679.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -89689.234375 Penalty: 2516.703613
	Iteration 26Q: 3 clusters Score -89689.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -89694.726562 Penalty: 2516.703613
	Iteration 27Q: 3 clusters Score -89694.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -89701.000000 Penalty: 2516.703613
	Iteration 28Q: 3 clusters Score -89701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -89704.781250 Penalty: 2516.703613
	Iteration 29Q: 3 clusters Score -89704.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -89707.453125 Penalty: 2516.703613
	Iteration 30Q: 3 clusters Score -89707.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -89709.320312 Penalty: 2516.703613
	Iteration 31Q: 3 clusters Score -89709.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -89709.320312 Penalty: 2516.703613
	Iteration 32F: 3 clusters Score -89709.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 37850 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 753 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1041 members 
Mstep: Class 10 contains 9255 members 
Mstep: Class 11 contains 1554 members 
Mstep: Class 13 contains 12354 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 17 contains 381611 members 
Mstep: Class 18 contains 32839 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 21 contains 3289 members 
Mstep: Class 22 contains 32434 members 
Mstep: Class 23 contains 10188 members 
Entering Unmasked Estep 
Score: -28195638.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28196212.000000 to -28195638.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -83068.851562 Penalty: 1216.665649
	Iteration 0F: 2 clusters Score -83068.85 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 938 members 
Entering Unmasked Estep 
Score: -81104.437500 Penalty: 2433.331299
	Iteration 0F: 3 clusters Score -81104.44 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -81500.523438 Penalty: 2433.331299
	Iteration 1F: 3 clusters Score -81500.52 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -81596.312500 Penalty: 2433.331299
	Iteration 2F: 3 clusters Score -81596.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -81637.773438 Penalty: 2433.331299
	Iteration 3Q: 3 clusters Score -81637.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -81667.804688 Penalty: 2433.331299
	Iteration 4Q: 3 clusters Score -81667.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -81691.554688 Penalty: 2433.331299
	Iteration 5Q: 3 clusters Score -81691.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -81707.984375 Penalty: 2433.331299
	Iteration 6Q: 3 clusters Score -81707.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -81717.484375 Penalty: 2433.331299
	Iteration 7Q: 3 clusters Score -81717.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -81725.031250 Penalty: 2433.331299
	Iteration 8Q: 3 clusters Score -81725.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -81730.609375 Penalty: 2433.331299
	Iteration 9Q: 3 clusters Score -81730.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -81737.859375 Penalty: 2433.331299
	Iteration 10Q: 3 clusters Score -81737.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -81745.976562 Penalty: 2433.331299
	Iteration 11Q: 3 clusters Score -81745.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -81752.320312 Penalty: 2433.331299
	Iteration 12Q: 3 clusters Score -81752.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -81756.289062 Penalty: 2433.331299
	Iteration 13Q: 3 clusters Score -81756.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -81762.164062 Penalty: 2433.331299
	Iteration 14Q: 3 clusters Score -81762.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -81768.476562 Penalty: 2433.331299
	Iteration 15Q: 3 clusters Score -81768.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -81774.703125 Penalty: 2433.331299
	Iteration 16Q: 3 clusters Score -81774.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -81783.953125 Penalty: 2433.331299
	Iteration 17Q: 3 clusters Score -81783.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -81789.796875 Penalty: 2433.331299
	Iteration 18Q: 3 clusters Score -81789.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -81794.328125 Penalty: 2433.331299
	Iteration 19Q: 3 clusters Score -81794.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -81799.351562 Penalty: 2433.331299
	Iteration 20F: 3 clusters Score -81799.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -81804.625000 Penalty: 2433.331299
	Iteration 21Q: 3 clusters Score -81804.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -81812.304688 Penalty: 2433.331299
	Iteration 22Q: 3 clusters Score -81812.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -81820.757812 Penalty: 2433.331299
	Iteration 23Q: 3 clusters Score -81820.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -81832.093750 Penalty: 2433.331299
	Iteration 24Q: 3 clusters Score -81832.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -81845.953125 Penalty: 2433.331299
	Iteration 25Q: 3 clusters Score -81845.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -81853.695312 Penalty: 2433.331299
	Iteration 26Q: 3 clusters Score -81853.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -81862.460938 Penalty: 2433.331299
	Iteration 27Q: 3 clusters Score -81862.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -81872.523438 Penalty: 2433.331299
	Iteration 28Q: 3 clusters Score -81872.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -81882.335938 Penalty: 2433.331299
	Iteration 29Q: 3 clusters Score -81882.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -81891.968750 Penalty: 2433.331299
	Iteration 30Q: 3 clusters Score -81891.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -81899.640625 Penalty: 2433.331299
	Iteration 31Q: 3 clusters Score -81899.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -81908.414062 Penalty: 2433.331299
	Iteration 32Q: 3 clusters Score -81908.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -81914.632812 Penalty: 2433.331299
	Iteration 33Q: 3 clusters Score -81914.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -81919.937500 Penalty: 2433.331299
	Iteration 34Q: 3 clusters Score -81919.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -81924.054688 Penalty: 2433.331299
	Iteration 35Q: 3 clusters Score -81924.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -81930.156250 Penalty: 2433.331299
	Iteration 36Q: 3 clusters Score -81930.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -81936.125000 Penalty: 2433.331299
	Iteration 37Q: 3 clusters Score -81936.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -81941.062500 Penalty: 2433.331299
	Iteration 38Q: 3 clusters Score -81941.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -81952.265625 Penalty: 2433.331299
	Iteration 39Q: 3 clusters Score -81952.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -81958.148438 Penalty: 2433.331299
	Iteration 40F: 3 clusters Score -81958.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -81959.507812 Penalty: 2433.331299
	Iteration 41Q: 3 clusters Score -81959.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -81960.375000 Penalty: 2433.331299
	Iteration 42Q: 3 clusters Score -81960.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -81962.304688 Penalty: 2433.331299
	Iteration 43Q: 3 clusters Score -81962.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -81966.578125 Penalty: 2433.331299
	Iteration 44Q: 3 clusters Score -81966.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -81971.554688 Penalty: 2433.331299
	Iteration 45Q: 3 clusters Score -81971.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -81976.328125 Penalty: 2433.331299
	Iteration 46Q: 3 clusters Score -81976.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -81978.367188 Penalty: 2433.331299
	Iteration 47Q: 3 clusters Score -81978.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -81983.125000 Penalty: 2433.331299
	Iteration 48Q: 3 clusters Score -81983.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -81985.523438 Penalty: 2433.331299
	Iteration 49Q: 3 clusters Score -81985.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -81986.578125 Penalty: 2433.331299
	Iteration 50Q: 3 clusters Score -81986.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -81987.546875 Penalty: 2433.331299
	Iteration 51Q: 3 clusters Score -81987.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -81987.546875 Penalty: 2433.331299
	Iteration 52F: 3 clusters Score -81987.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -50390.046875 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -50390.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48928.285156 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -48928.29 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -49218.117188 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -49218.12 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -49310.144531 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -49310.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -49371.968750 Penalty: 2258.079590
	Iteration 3Q: 3 clusters Score -49371.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -49408.480469 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -49408.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -49444.800781 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -49444.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -49475.656250 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -49475.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -49503.804688 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -49503.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -49552.875000 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -49552.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -49629.156250 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -49629.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -49720.503906 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -49720.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -49796.085938 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -49796.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -49851.414062 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -49851.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -49875.441406 Penalty: 2258.079590
	Iteration 13Q: 3 clusters Score -49875.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -49886.109375 Penalty: 2258.079590
	Iteration 14Q: 3 clusters Score -49886.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -49893.066406 Penalty: 2258.079590
	Iteration 15Q: 3 clusters Score -49893.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -49897.667969 Penalty: 2258.079590
	Iteration 16Q: 3 clusters Score -49897.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -49901.140625 Penalty: 2258.079590
	Iteration 17Q: 3 clusters Score -49901.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -49903.445312 Penalty: 2258.079590
	Iteration 18Q: 3 clusters Score -49903.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -49905.101562 Penalty: 2258.079590
	Iteration 19Q: 3 clusters Score -49905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -49907.335938 Penalty: 2258.079590
	Iteration 20F: 3 clusters Score -49907.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -49910.000000 Penalty: 2258.079590
	Iteration 21Q: 3 clusters Score -49910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -49913.824219 Penalty: 2258.079590
	Iteration 22Q: 3 clusters Score -49913.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -49915.734375 Penalty: 2258.079590
	Iteration 23Q: 3 clusters Score -49915.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -49915.734375 Penalty: 2258.079590
	Iteration 24F: 3 clusters Score -49915.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Entering Unmasked Estep 
Score: -441547.312500 Penalty: 1484.099365
	Iteration 0F: 2 clusters Score -441547.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -434819.000000 Penalty: 2968.198730
	Iteration 0F: 3 clusters Score -434819 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -437115.218750 Penalty: 2968.198730
	Iteration 1F: 3 clusters Score -437115.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -437532.750000 Penalty: 2968.198730
	Iteration 2F: 3 clusters Score -437532.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -437955.093750 Penalty: 2968.198730
	Iteration 3F: 3 clusters Score -437955.1 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -438367.218750 Penalty: 2968.198730
	Iteration 4F: 3 clusters Score -438367.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -438713.406250 Penalty: 2968.198730
	Iteration 5F: 3 clusters Score -438713.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -439038.437500 Penalty: 2968.198730
	Iteration 6F: 3 clusters Score -439038.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -439316.187500 Penalty: 2968.198730
	Iteration 7Q: 3 clusters Score -439316.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -439538.656250 Penalty: 2968.198730
	Iteration 8Q: 3 clusters Score -439538.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -439719.062500 Penalty: 2968.198730
	Iteration 9Q: 3 clusters Score -439719.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -439906.500000 Penalty: 2968.198730
	Iteration 10Q: 3 clusters Score -439906.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -440033.906250 Penalty: 2968.198730
	Iteration 11Q: 3 clusters Score -440033.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -440118.656250 Penalty: 2968.198730
	Iteration 12Q: 3 clusters Score -440118.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -440187.250000 Penalty: 2968.198730
	Iteration 13Q: 3 clusters Score -440187.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -440241.281250 Penalty: 2968.198730
	Iteration 14Q: 3 clusters Score -440241.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -440297.250000 Penalty: 2968.198730
	Iteration 15Q: 3 clusters Score -440297.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -440360.343750 Penalty: 2968.198730
	Iteration 16Q: 3 clusters Score -440360.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -440423.718750 Penalty: 2968.198730
	Iteration 17Q: 3 clusters Score -440423.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -440502.218750 Penalty: 2968.198730
	Iteration 18Q: 3 clusters Score -440502.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -440570.812500 Penalty: 2968.198730
	Iteration 19Q: 3 clusters Score -440570.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -440607.812500 Penalty: 2968.198730
	Iteration 20F: 3 clusters Score -440607.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -440628.625000 Penalty: 2968.198730
	Iteration 21Q: 3 clusters Score -440628.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -440647.750000 Penalty: 2968.198730
	Iteration 22Q: 3 clusters Score -440647.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -440655.250000 Penalty: 2968.198730
	Iteration 23Q: 3 clusters Score -440655.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -440655.593750 Penalty: 2968.198730
	Iteration 24Q: 3 clusters Score -440655.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -440659.437500 Penalty: 2968.198730
	Iteration 25Q: 3 clusters Score -440659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -440661.031250 Penalty: 2968.198730
	Iteration 26Q: 3 clusters Score -440661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -440662.187500 Penalty: 2968.198730
	Iteration 27Q: 3 clusters Score -440662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -440662.281250 Penalty: 2968.198730
	Iteration 28Q: 3 clusters Score -440662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -440662.906250 Penalty: 2968.198730
	Iteration 29Q: 3 clusters Score -440662.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -440663.312500 Penalty: 2968.198730
	Iteration 30Q: 3 clusters Score -440663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -440663.562500 Penalty: 2968.198730
	Iteration 31Q: 3 clusters Score -440663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -440663.250000 Penalty: 2968.198730
	Iteration 32Q: 3 clusters Score -440663.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -440663.250000 Penalty: 2968.198730
	Iteration 33F: 3 clusters Score -440663.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Entering Unmasked Estep 
Score: -572133.812500 Penalty: 1531.031860
	Iteration 0F: 2 clusters Score -572133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -563480.250000 Penalty: 3062.063721
	Iteration 0F: 3 clusters Score -563480.2 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -566366.750000 Penalty: 3062.063721
	Iteration 1F: 3 clusters Score -566366.8 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -566710.312500 Penalty: 3062.063721
	Iteration 2F: 3 clusters Score -566710.3 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -567084.187500 Penalty: 3062.063721
	Iteration 3F: 3 clusters Score -567084.2 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -567519.750000 Penalty: 3062.063721
	Iteration 4F: 3 clusters Score -567519.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -568022.687500 Penalty: 3062.063721
	Iteration 5F: 3 clusters Score -568022.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -568582.812500 Penalty: 3062.063721
	Iteration 6F: 3 clusters Score -568582.8 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -569188.875000 Penalty: 3062.063721
	Iteration 7F: 3 clusters Score -569188.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -569684.062500 Penalty: 3062.063721
	Iteration 8Q: 3 clusters Score -569684.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -570080.187500 Penalty: 3062.063721
	Iteration 9Q: 3 clusters Score -570080.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -570398.937500 Penalty: 3062.063721
	Iteration 10Q: 3 clusters Score -570398.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -570625.812500 Penalty: 3062.063721
	Iteration 11Q: 3 clusters Score -570625.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -570791.875000 Penalty: 3062.063721
	Iteration 12Q: 3 clusters Score -570791.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -570915.312500 Penalty: 3062.063721
	Iteration 13Q: 3 clusters Score -570915.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -570997.187500 Penalty: 3062.063721
	Iteration 14Q: 3 clusters Score -570997.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -571048.375000 Penalty: 3062.063721
	Iteration 15Q: 3 clusters Score -571048.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -571079.937500 Penalty: 3062.063721
	Iteration 16Q: 3 clusters Score -571079.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -571094.125000 Penalty: 3062.063721
	Iteration 17Q: 3 clusters Score -571094.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -571104.562500 Penalty: 3062.063721
	Iteration 18Q: 3 clusters Score -571104.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -571112.250000 Penalty: 3062.063721
	Iteration 19Q: 3 clusters Score -571112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -571120.437500 Penalty: 3062.063721
	Iteration 20F: 3 clusters Score -571120.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -571127.500000 Penalty: 3062.063721
	Iteration 21Q: 3 clusters Score -571127.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -571129.437500 Penalty: 3062.063721
	Iteration 22Q: 3 clusters Score -571129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -571132.062500 Penalty: 3062.063721
	Iteration 23Q: 3 clusters Score -571132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -571132.187500 Penalty: 3062.063721
	Iteration 24Q: 3 clusters Score -571132.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -571132.187500 Penalty: 3062.063721
	Iteration 25F: 3 clusters Score -571132.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -203857.125000 Penalty: 1361.898804
	Iteration 0F: 2 clusters Score -203857.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -200310.593750 Penalty: 2723.797607
	Iteration 0F: 3 clusters Score -200310.6 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -201376.562500 Penalty: 2723.797607
	Iteration 1F: 3 clusters Score -201376.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -201724.031250 Penalty: 2723.797607
	Iteration 2F: 3 clusters Score -201724 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -202038.984375 Penalty: 2723.797607
	Iteration 3F: 3 clusters Score -202039 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -202260.562500 Penalty: 2723.797607
	Iteration 4F: 3 clusters Score -202260.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -202431.531250 Penalty: 2723.797607
	Iteration 5F: 3 clusters Score -202431.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -202578.531250 Penalty: 2723.797607
	Iteration 6Q: 3 clusters Score -202578.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -202687.000000 Penalty: 2723.797607
	Iteration 7Q: 3 clusters Score -202687 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -202777.984375 Penalty: 2723.797607
	Iteration 8Q: 3 clusters Score -202778 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -202860.265625 Penalty: 2723.797607
	Iteration 9Q: 3 clusters Score -202860.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -202913.390625 Penalty: 2723.797607
	Iteration 10Q: 3 clusters Score -202913.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -202954.656250 Penalty: 2723.797607
	Iteration 11Q: 3 clusters Score -202954.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -202984.250000 Penalty: 2723.797607
	Iteration 12Q: 3 clusters Score -202984.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -203001.062500 Penalty: 2723.797607
	Iteration 13Q: 3 clusters Score -203001.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -203016.890625 Penalty: 2723.797607
	Iteration 14Q: 3 clusters Score -203016.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -203031.593750 Penalty: 2723.797607
	Iteration 15Q: 3 clusters Score -203031.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -203042.500000 Penalty: 2723.797607
	Iteration 16Q: 3 clusters Score -203042.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -203049.890625 Penalty: 2723.797607
	Iteration 17Q: 3 clusters Score -203049.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -203055.703125 Penalty: 2723.797607
	Iteration 18Q: 3 clusters Score -203055.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -203057.828125 Penalty: 2723.797607
	Iteration 19Q: 3 clusters Score -203057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -203058.062500 Penalty: 2723.797607
	Iteration 20F: 3 clusters Score -203058.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Entering Unmasked Estep 
Score: -606229.250000 Penalty: 1526.794312
	Iteration 0F: 2 clusters Score -606229.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -597735.937500 Penalty: 3053.588623
	Iteration 0F: 3 clusters Score -597735.9 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -600638.625000 Penalty: 3053.588623
	Iteration 1F: 3 clusters Score -600638.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -600910.562500 Penalty: 3053.588623
	Iteration 2F: 3 clusters Score -600910.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -601127.812500 Penalty: 3053.588623
	Iteration 3Q: 3 clusters Score -601127.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -601300.750000 Penalty: 3053.588623
	Iteration 4Q: 3 clusters Score -601300.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -601416.125000 Penalty: 3053.588623
	Iteration 5Q: 3 clusters Score -601416.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -601542.187500 Penalty: 3053.588623
	Iteration 6Q: 3 clusters Score -601542.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -601672.062500 Penalty: 3053.588623
	Iteration 7Q: 3 clusters Score -601672.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -601806.562500 Penalty: 3053.588623
	Iteration 8Q: 3 clusters Score -601806.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -601958.562500 Penalty: 3053.588623
	Iteration 9Q: 3 clusters Score -601958.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -602153.875000 Penalty: 3053.588623
	Iteration 10Q: 3 clusters Score -602153.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -602396.062500 Penalty: 3053.588623
	Iteration 11Q: 3 clusters Score -602396.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -602688.937500 Penalty: 3053.588623
	Iteration 12Q: 3 clusters Score -602688.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -603002.937500 Penalty: 3053.588623
	Iteration 13Q: 3 clusters Score -603002.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -603341.375000 Penalty: 3053.588623
	Iteration 14Q: 3 clusters Score -603341.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -603620.437500 Penalty: 3053.588623
	Iteration 15Q: 3 clusters Score -603620.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -603826.875000 Penalty: 3053.588623
	Iteration 16Q: 3 clusters Score -603826.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -603993.937500 Penalty: 3053.588623
	Iteration 17Q: 3 clusters Score -603993.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -604147.687500 Penalty: 3053.588623
	Iteration 18Q: 3 clusters Score -604147.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -604257.062500 Penalty: 3053.588623
	Iteration 19Q: 3 clusters Score -604257.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -604333.687500 Penalty: 3053.588623
	Iteration 20F: 3 clusters Score -604333.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -604393.750000 Penalty: 3053.588623
	Iteration 21Q: 3 clusters Score -604393.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -604459.375000 Penalty: 3053.588623
	Iteration 22Q: 3 clusters Score -604459.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -604521.062500 Penalty: 3053.588623
	Iteration 23Q: 3 clusters Score -604521.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -604581.937500 Penalty: 3053.588623
	Iteration 24Q: 3 clusters Score -604581.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -604635.937500 Penalty: 3053.588623
	Iteration 25Q: 3 clusters Score -604635.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -604677.812500 Penalty: 3053.588623
	Iteration 26Q: 3 clusters Score -604677.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -604719.812500 Penalty: 3053.588623
	Iteration 27Q: 3 clusters Score -604719.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -604757.125000 Penalty: 3053.588623
	Iteration 28Q: 3 clusters Score -604757.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -604791.062500 Penalty: 3053.588623
	Iteration 29Q: 3 clusters Score -604791.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -604822.312500 Penalty: 3053.588623
	Iteration 30Q: 3 clusters Score -604822.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -604844.312500 Penalty: 3053.588623
	Iteration 31Q: 3 clusters Score -604844.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -604867.437500 Penalty: 3053.588623
	Iteration 32Q: 3 clusters Score -604867.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -604876.250000 Penalty: 3053.588623
	Iteration 33Q: 3 clusters Score -604876.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -604882.562500 Penalty: 3053.588623
	Iteration 34Q: 3 clusters Score -604882.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -604889.375000 Penalty: 3053.588623
	Iteration 35Q: 3 clusters Score -604889.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -604893.187500 Penalty: 3053.588623
	Iteration 36Q: 3 clusters Score -604893.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -604900.625000 Penalty: 3053.588623
	Iteration 37Q: 3 clusters Score -604900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -604899.812500 Penalty: 3053.588623
	Iteration 38Q: 3 clusters Score -604899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -604901.062500 Penalty: 3053.588623
	Iteration 39Q: 3 clusters Score -604901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -604904.625000 Penalty: 3053.588623
	Iteration 40F: 3 clusters Score -604904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -604908.750000 Penalty: 3053.588623
	Iteration 41Q: 3 clusters Score -604908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -604909.875000 Penalty: 3053.588623
	Iteration 42Q: 3 clusters Score -604909.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -604909.875000 Penalty: 3053.588623
	Iteration 43F: 3 clusters Score -604909.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (381611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381611 members 
Entering Unmasked Estep 
Score: -19017468.000000 Penalty: 2088.475342
	Iteration 0F: 2 clusters Score -1.901747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190451 members 
Mstep: Class 2 contains 191160 members 
Entering Unmasked Estep 
Score: -18759204.000000 Penalty: 4176.950684
	Iteration 0F: 3 clusters Score -1.87592e+07 nChanged 186552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 208124 members 
Entering Unmasked Estep 
Score: -18875548.000000 Penalty: 4176.950684
	Iteration 1F: 3 clusters Score -1.887555e+07 nChanged 16875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161226 members 
Mstep: Class 2 contains 220385 members 
Entering Unmasked Estep 
Score: -18882054.000000 Penalty: 4176.950684
	Iteration 2Q: 3 clusters Score -1.888205e+07 nChanged 22253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143249 members 
Mstep: Class 2 contains 238362 members 
Entering Unmasked Estep 
Score: -18893570.000000 Penalty: 4176.950684
	Iteration 3F: 3 clusters Score -1.889357e+07 nChanged 27570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119077 members 
Mstep: Class 2 contains 262534 members 
Entering Unmasked Estep 
Score: -18911420.000000 Penalty: 4176.950684
	Iteration 4F: 3 clusters Score -1.891142e+07 nChanged 30725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 290967 members 
Entering Unmasked Estep 
Score: -18935232.000000 Penalty: 4176.950684
	Iteration 5F: 3 clusters Score -1.893523e+07 nChanged 30079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 320016 members 
Entering Unmasked Estep 
Score: -18960890.000000 Penalty: 4176.950684
	Iteration 6F: 3 clusters Score -1.896089e+07 nChanged 25597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 345363 members 
Entering Unmasked Estep 
Score: -18984596.000000 Penalty: 4176.950684
	Iteration 7F: 3 clusters Score -1.89846e+07 nChanged 18026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 363333 members 
Entering Unmasked Estep 
Score: -19001288.000000 Penalty: 4176.950684
	Iteration 8Q: 3 clusters Score -1.900129e+07 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 373365 members 
Entering Unmasked Estep 
Score: -19010094.000000 Penalty: 4176.950684
	Iteration 9Q: 3 clusters Score -1.901009e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 377897 members 
Entering Unmasked Estep 
Score: -19013666.000000 Penalty: 4176.950684
	Iteration 10Q: 3 clusters Score -1.901367e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 379746 members 
Entering Unmasked Estep 
Score: -19014882.000000 Penalty: 4176.950684
	Iteration 11Q: 3 clusters Score -1.901488e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 380472 members 
Entering Unmasked Estep 
Score: -19015228.000000 Penalty: 4176.950684
	Iteration 12Q: 3 clusters Score -1.901523e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 380768 members 
Entering Unmasked Estep 
Score: -19015420.000000 Penalty: 4176.950684
	Iteration 13Q: 3 clusters Score -1.901542e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 380925 members 
Entering Unmasked Estep 
Score: -19015564.000000 Penalty: 4176.950684
	Iteration 14Q: 3 clusters Score -1.901556e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 380997 members 
Entering Unmasked Estep 
Score: -19015588.000000 Penalty: 4176.950684
	Iteration 15Q: 3 clusters Score -1.901559e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 381035 members 
Entering Unmasked Estep 
Score: -19015630.000000 Penalty: 4176.950684
	Iteration 16Q: 3 clusters Score -1.901563e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 381064 members 
Entering Unmasked Estep 
Score: -19015666.000000 Penalty: 4176.950684
	Iteration 17Q: 3 clusters Score -1.901567e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 381082 members 
Entering Unmasked Estep 
Score: -19015676.000000 Penalty: 4176.950684
	Iteration 18Q: 3 clusters Score -1.901568e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 381088 members 
Entering Unmasked Estep 
Score: -19015652.000000 Penalty: 4176.950684
	Iteration 19Q: 3 clusters Score -1.901565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 381098 members 
Entering Unmasked Estep 
Score: -19015682.000000 Penalty: 4176.950684
	Iteration 20F: 3 clusters Score -1.901568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 381112 members 
Entering Unmasked Estep 
Score: -19015698.000000 Penalty: 4176.950684
	Iteration 21Q: 3 clusters Score -1.90157e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 381118 members 
Entering Unmasked Estep 
Score: -19015698.000000 Penalty: 4176.950684
	Iteration 22Q: 3 clusters Score -1.90157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 381123 members 
Entering Unmasked Estep 
Score: -19015722.000000 Penalty: 4176.950684
	Iteration 23Q: 3 clusters Score -1.901572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 381126 members 
Entering Unmasked Estep 
Score: -19015726.000000 Penalty: 4176.950684
	Iteration 24Q: 3 clusters Score -1.901573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 381125 members 
Entering Unmasked Estep 
Score: -19015738.000000 Penalty: 4176.950684
	Iteration 25Q: 3 clusters Score -1.901574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 381128 members 
Entering Unmasked Estep 
Score: -19015740.000000 Penalty: 4176.950684
	Iteration 26Q: 3 clusters Score -1.901574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 381126 members 
Entering Unmasked Estep 
Score: -19015744.000000 Penalty: 4176.950684
	Iteration 27Q: 3 clusters Score -1.901574e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 381129 members 
Entering Unmasked Estep 
Score: -19015740.000000 Penalty: 4176.950684
	Iteration 28Q: 3 clusters Score -1.901574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 381129 members 
Entering Unmasked Estep 
Score: -19015730.000000 Penalty: 4176.950684
	Iteration 29Q: 3 clusters Score -1.901573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 381131 members 
Entering Unmasked Estep 
Score: -19015738.000000 Penalty: 4176.950684
	Iteration 30Q: 3 clusters Score -1.901574e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 381131 members 
Entering Unmasked Estep 
Score: -19015738.000000 Penalty: 4176.950684
	Iteration 31F: 3 clusters Score -1.901574e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Entering Unmasked Estep 
Score: -1674743.000000 Penalty: 1689.897949
	Iteration 0F: 2 clusters Score -1674743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1652757.250000 Penalty: 3379.795898
	Iteration 0F: 3 clusters Score -1652757 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -1661153.375000 Penalty: 3379.795898
	Iteration 1F: 3 clusters Score -1661153 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -1661637.125000 Penalty: 3379.795898
	Iteration 2Q: 3 clusters Score -1661637 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1662205.250000 Penalty: 3379.795898
	Iteration 3Q: 3 clusters Score -1662205 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1663031.125000 Penalty: 3379.795898
	Iteration 4F: 3 clusters Score -1663031 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1664258.375000 Penalty: 3379.795898
	Iteration 5F: 3 clusters Score -1664258 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1666020.875000 Penalty: 3379.795898
	Iteration 6F: 3 clusters Score -1666021 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1668188.750000 Penalty: 3379.795898
	Iteration 7F: 3 clusters Score -1668189 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1670373.000000 Penalty: 3379.795898
	Iteration 8F: 3 clusters Score -1670373 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1671799.375000 Penalty: 3379.795898
	Iteration 9Q: 3 clusters Score -1671799 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1672559.125000 Penalty: 3379.795898
	Iteration 10Q: 3 clusters Score -1672559 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1672905.250000 Penalty: 3379.795898
	Iteration 11Q: 3 clusters Score -1672905 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1673070.875000 Penalty: 3379.795898
	Iteration 12Q: 3 clusters Score -1673071 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1673153.875000 Penalty: 3379.795898
	Iteration 13Q: 3 clusters Score -1673154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1673199.125000 Penalty: 3379.795898
	Iteration 14Q: 3 clusters Score -1673199 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1673229.125000 Penalty: 3379.795898
	Iteration 15Q: 3 clusters Score -1673229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1673245.625000 Penalty: 3379.795898
	Iteration 16Q: 3 clusters Score -1673246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1673264.875000 Penalty: 3379.795898
	Iteration 17Q: 3 clusters Score -1673265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1673278.125000 Penalty: 3379.795898
	Iteration 18Q: 3 clusters Score -1673278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1673279.625000 Penalty: 3379.795898
	Iteration 19Q: 3 clusters Score -1673280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1673283.375000 Penalty: 3379.795898
	Iteration 20F: 3 clusters Score -1673283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1673282.125000 Penalty: 3379.795898
	Iteration 21Q: 3 clusters Score -1673282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1673285.125000 Penalty: 3379.795898
	Iteration 22Q: 3 clusters Score -1673285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1673286.250000 Penalty: 3379.795898
	Iteration 23Q: 3 clusters Score -1673286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1673285.375000 Penalty: 3379.795898
	Iteration 24Q: 3 clusters Score -1673285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1673289.500000 Penalty: 3379.795898
	Iteration 25Q: 3 clusters Score -1673290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1673292.750000 Penalty: 3379.795898
	Iteration 26Q: 3 clusters Score -1673293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1673292.250000 Penalty: 3379.795898
	Iteration 27Q: 3 clusters Score -1673292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1673297.750000 Penalty: 3379.795898
	Iteration 28Q: 3 clusters Score -1673298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1673297.750000 Penalty: 3379.795898
	Iteration 29F: 3 clusters Score -1673298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -142724.375000 Penalty: 1299.729492
	Iteration 0F: 2 clusters Score -142724.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -140012.437500 Penalty: 2599.458984
	Iteration 0F: 3 clusters Score -140012.4 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -140636.562500 Penalty: 2599.458984
	Iteration 1F: 3 clusters Score -140636.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -140772.593750 Penalty: 2599.458984
	Iteration 2F: 3 clusters Score -140772.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -140861.515625 Penalty: 2599.458984
	Iteration 3F: 3 clusters Score -140861.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -140920.281250 Penalty: 2599.458984
	Iteration 4Q: 3 clusters Score -140920.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -140956.156250 Penalty: 2599.458984
	Iteration 5Q: 3 clusters Score -140956.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -140989.437500 Penalty: 2599.458984
	Iteration 6Q: 3 clusters Score -140989.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -141016.593750 Penalty: 2599.458984
	Iteration 7Q: 3 clusters Score -141016.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -141037.703125 Penalty: 2599.458984
	Iteration 8Q: 3 clusters Score -141037.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -141063.593750 Penalty: 2599.458984
	Iteration 9Q: 3 clusters Score -141063.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -141085.171875 Penalty: 2599.458984
	Iteration 10Q: 3 clusters Score -141085.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -141107.140625 Penalty: 2599.458984
	Iteration 11Q: 3 clusters Score -141107.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -141125.546875 Penalty: 2599.458984
	Iteration 12Q: 3 clusters Score -141125.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -141150.312500 Penalty: 2599.458984
	Iteration 13Q: 3 clusters Score -141150.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -141176.078125 Penalty: 2599.458984
	Iteration 14Q: 3 clusters Score -141176.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -141206.578125 Penalty: 2599.458984
	Iteration 15Q: 3 clusters Score -141206.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -141230.015625 Penalty: 2599.458984
	Iteration 16Q: 3 clusters Score -141230 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -141254.828125 Penalty: 2599.458984
	Iteration 17Q: 3 clusters Score -141254.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -141283.296875 Penalty: 2599.458984
	Iteration 18Q: 3 clusters Score -141283.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -141304.687500 Penalty: 2599.458984
	Iteration 19Q: 3 clusters Score -141304.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -141325.562500 Penalty: 2599.458984
	Iteration 20F: 3 clusters Score -141325.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -141350.703125 Penalty: 2599.458984
	Iteration 21Q: 3 clusters Score -141350.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -141368.546875 Penalty: 2599.458984
	Iteration 22Q: 3 clusters Score -141368.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -141390.734375 Penalty: 2599.458984
	Iteration 23Q: 3 clusters Score -141390.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -141414.640625 Penalty: 2599.458984
	Iteration 24Q: 3 clusters Score -141414.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -141432.531250 Penalty: 2599.458984
	Iteration 25Q: 3 clusters Score -141432.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -141450.953125 Penalty: 2599.458984
	Iteration 26Q: 3 clusters Score -141451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -141468.609375 Penalty: 2599.458984
	Iteration 27Q: 3 clusters Score -141468.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -141482.453125 Penalty: 2599.458984
	Iteration 28Q: 3 clusters Score -141482.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -141499.265625 Penalty: 2599.458984
	Iteration 29Q: 3 clusters Score -141499.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -141510.218750 Penalty: 2599.458984
	Iteration 30Q: 3 clusters Score -141510.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -141523.140625 Penalty: 2599.458984
	Iteration 31Q: 3 clusters Score -141523.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -141537.421875 Penalty: 2599.458984
	Iteration 32Q: 3 clusters Score -141537.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -141547.234375 Penalty: 2599.458984
	Iteration 33Q: 3 clusters Score -141547.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -141552.312500 Penalty: 2599.458984
	Iteration 34Q: 3 clusters Score -141552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -141554.078125 Penalty: 2599.458984
	Iteration 35Q: 3 clusters Score -141554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -141555.453125 Penalty: 2599.458984
	Iteration 36Q: 3 clusters Score -141555.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -141558.312500 Penalty: 2599.458984
	Iteration 37Q: 3 clusters Score -141558.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -141560.609375 Penalty: 2599.458984
	Iteration 38Q: 3 clusters Score -141560.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -141564.046875 Penalty: 2599.458984
	Iteration 39Q: 3 clusters Score -141564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -141565.687500 Penalty: 2599.458984
	Iteration 40F: 3 clusters Score -141565.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -141569.828125 Penalty: 2599.458984
	Iteration 41Q: 3 clusters Score -141569.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -141574.359375 Penalty: 2599.458984
	Iteration 42Q: 3 clusters Score -141574.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -141578.546875 Penalty: 2599.458984
	Iteration 43Q: 3 clusters Score -141578.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -141581.437500 Penalty: 2599.458984
	Iteration 44Q: 3 clusters Score -141581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141585.406250 Penalty: 2599.458984
	Iteration 45Q: 3 clusters Score -141585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -141588.718750 Penalty: 2599.458984
	Iteration 46Q: 3 clusters Score -141588.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -141590.125000 Penalty: 2599.458984
	Iteration 47Q: 3 clusters Score -141590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -141590.765625 Penalty: 2599.458984
	Iteration 48Q: 3 clusters Score -141590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -141591.203125 Penalty: 2599.458984
	Iteration 49Q: 3 clusters Score -141591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141591.484375 Penalty: 2599.458984
	Iteration 50Q: 3 clusters Score -141591.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -141591.484375 Penalty: 2599.458984
	Iteration 51F: 3 clusters Score -141591.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -168659.296875 Penalty: 1315.980103
	Iteration 0F: 2 clusters Score -168659.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -165757.718750 Penalty: 2631.960205
	Iteration 0F: 3 clusters Score -165757.7 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -166461.921875 Penalty: 2631.960205
	Iteration 1F: 3 clusters Score -166461.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -166619.656250 Penalty: 2631.960205
	Iteration 2F: 3 clusters Score -166619.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -166699.171875 Penalty: 2631.960205
	Iteration 3Q: 3 clusters Score -166699.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -166741.968750 Penalty: 2631.960205
	Iteration 4Q: 3 clusters Score -166742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -166774.875000 Penalty: 2631.960205
	Iteration 5Q: 3 clusters Score -166774.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -166798.906250 Penalty: 2631.960205
	Iteration 6Q: 3 clusters Score -166798.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -166816.953125 Penalty: 2631.960205
	Iteration 7Q: 3 clusters Score -166817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -166831.546875 Penalty: 2631.960205
	Iteration 8Q: 3 clusters Score -166831.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -166845.609375 Penalty: 2631.960205
	Iteration 9Q: 3 clusters Score -166845.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -166857.312500 Penalty: 2631.960205
	Iteration 10Q: 3 clusters Score -166857.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -166868.140625 Penalty: 2631.960205
	Iteration 11Q: 3 clusters Score -166868.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -166879.062500 Penalty: 2631.960205
	Iteration 12Q: 3 clusters Score -166879.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -166886.015625 Penalty: 2631.960205
	Iteration 13Q: 3 clusters Score -166886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -166891.828125 Penalty: 2631.960205
	Iteration 14Q: 3 clusters Score -166891.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -166894.937500 Penalty: 2631.960205
	Iteration 15Q: 3 clusters Score -166894.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -166899.234375 Penalty: 2631.960205
	Iteration 16Q: 3 clusters Score -166899.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -166902.984375 Penalty: 2631.960205
	Iteration 17Q: 3 clusters Score -166903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -166906.359375 Penalty: 2631.960205
	Iteration 18Q: 3 clusters Score -166906.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -166908.250000 Penalty: 2631.960205
	Iteration 19Q: 3 clusters Score -166908.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -166910.031250 Penalty: 2631.960205
	Iteration 20F: 3 clusters Score -166910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -166912.109375 Penalty: 2631.960205
	Iteration 21Q: 3 clusters Score -166912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -166914.859375 Penalty: 2631.960205
	Iteration 22Q: 3 clusters Score -166914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -166916.453125 Penalty: 2631.960205
	Iteration 23Q: 3 clusters Score -166916.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -166919.281250 Penalty: 2631.960205
	Iteration 24Q: 3 clusters Score -166919.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -166923.812500 Penalty: 2631.960205
	Iteration 25Q: 3 clusters Score -166923.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -166927.062500 Penalty: 2631.960205
	Iteration 26Q: 3 clusters Score -166927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -166928.750000 Penalty: 2631.960205
	Iteration 27Q: 3 clusters Score -166928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -166930.031250 Penalty: 2631.960205
	Iteration 28Q: 3 clusters Score -166930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -166930.703125 Penalty: 2631.960205
	Iteration 29Q: 3 clusters Score -166930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -166931.500000 Penalty: 2631.960205
	Iteration 30Q: 3 clusters Score -166931.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -166932.656250 Penalty: 2631.960205
	Iteration 31Q: 3 clusters Score -166932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -166933.421875 Penalty: 2631.960205
	Iteration 32Q: 3 clusters Score -166933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -166934.265625 Penalty: 2631.960205
	Iteration 33Q: 3 clusters Score -166934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -166935.156250 Penalty: 2631.960205
	Iteration 34Q: 3 clusters Score -166935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -166937.296875 Penalty: 2631.960205
	Iteration 35Q: 3 clusters Score -166937.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -166939.406250 Penalty: 2631.960205
	Iteration 36Q: 3 clusters Score -166939.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -166940.703125 Penalty: 2631.960205
	Iteration 37Q: 3 clusters Score -166940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -166941.765625 Penalty: 2631.960205
	Iteration 38Q: 3 clusters Score -166941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -166943.453125 Penalty: 2631.960205
	Iteration 39Q: 3 clusters Score -166943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -166945.500000 Penalty: 2631.960205
	Iteration 40F: 3 clusters Score -166945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -166946.875000 Penalty: 2631.960205
	Iteration 41Q: 3 clusters Score -166946.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -166948.187500 Penalty: 2631.960205
	Iteration 42Q: 3 clusters Score -166948.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -166948.187500 Penalty: 2631.960205
	Iteration 43F: 3 clusters Score -166948.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (32434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Entering Unmasked Estep 
Score: -1623710.750000 Penalty: 1687.881470
	Iteration 0F: 2 clusters Score -1623711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1601999.250000 Penalty: 3375.762939
	Iteration 0F: 3 clusters Score -1601999 nChanged 14824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -1610287.500000 Penalty: 3375.762939
	Iteration 1F: 3 clusters Score -1610288 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1610808.250000 Penalty: 3375.762939
	Iteration 2Q: 3 clusters Score -1610808 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1611407.375000 Penalty: 3375.762939
	Iteration 3Q: 3 clusters Score -1611407 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -1612097.250000 Penalty: 3375.762939
	Iteration 4Q: 3 clusters Score -1612097 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1612876.250000 Penalty: 3375.762939
	Iteration 5Q: 3 clusters Score -1612876 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -1613777.750000 Penalty: 3375.762939
	Iteration 6F: 3 clusters Score -1613778 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -1614797.000000 Penalty: 3375.762939
	Iteration 7F: 3 clusters Score -1614797 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -1615972.750000 Penalty: 3375.762939
	Iteration 8F: 3 clusters Score -1615973 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -1617291.625000 Penalty: 3375.762939
	Iteration 9F: 3 clusters Score -1617292 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -1618689.250000 Penalty: 3375.762939
	Iteration 10Q: 3 clusters Score -1618689 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -1619944.375000 Penalty: 3375.762939
	Iteration 11Q: 3 clusters Score -1619944 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -1620755.500000 Penalty: 3375.762939
	Iteration 12Q: 3 clusters Score -1620756 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -1621227.250000 Penalty: 3375.762939
	Iteration 13Q: 3 clusters Score -1621227 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -1621494.875000 Penalty: 3375.762939
	Iteration 14Q: 3 clusters Score -1621495 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -1621671.125000 Penalty: 3375.762939
	Iteration 15Q: 3 clusters Score -1621671 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -1621782.500000 Penalty: 3375.762939
	Iteration 16Q: 3 clusters Score -1621782 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -1621871.750000 Penalty: 3375.762939
	Iteration 17Q: 3 clusters Score -1621872 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -1621935.375000 Penalty: 3375.762939
	Iteration 18Q: 3 clusters Score -1621935 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -1621990.250000 Penalty: 3375.762939
	Iteration 19Q: 3 clusters Score -1621990 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -1622027.625000 Penalty: 3375.762939
	Iteration 20F: 3 clusters Score -1622028 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -1622051.500000 Penalty: 3375.762939
	Iteration 21Q: 3 clusters Score -1622052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -1622072.125000 Penalty: 3375.762939
	Iteration 22Q: 3 clusters Score -1622072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -1622083.625000 Penalty: 3375.762939
	Iteration 23Q: 3 clusters Score -1622084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -1622099.625000 Penalty: 3375.762939
	Iteration 24Q: 3 clusters Score -1622100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -1622109.625000 Penalty: 3375.762939
	Iteration 25Q: 3 clusters Score -1622110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -1622124.500000 Penalty: 3375.762939
	Iteration 26Q: 3 clusters Score -1622124 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -1622125.250000 Penalty: 3375.762939
	Iteration 27Q: 3 clusters Score -1622125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -1622139.500000 Penalty: 3375.762939
	Iteration 28Q: 3 clusters Score -1622140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -1622150.750000 Penalty: 3375.762939
	Iteration 29Q: 3 clusters Score -1622151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -1622156.375000 Penalty: 3375.762939
	Iteration 30Q: 3 clusters Score -1622156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -1622162.000000 Penalty: 3375.762939
	Iteration 31Q: 3 clusters Score -1622162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -1622165.500000 Penalty: 3375.762939
	Iteration 32Q: 3 clusters Score -1622166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -1622168.000000 Penalty: 3375.762939
	Iteration 33Q: 3 clusters Score -1622168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -1622171.875000 Penalty: 3375.762939
	Iteration 34Q: 3 clusters Score -1622172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -1622175.125000 Penalty: 3375.762939
	Iteration 35Q: 3 clusters Score -1622175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -1622177.250000 Penalty: 3375.762939
	Iteration 36Q: 3 clusters Score -1622177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -1622179.500000 Penalty: 3375.762939
	Iteration 37Q: 3 clusters Score -1622180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -1622183.500000 Penalty: 3375.762939
	Iteration 38Q: 3 clusters Score -1622184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -1622186.375000 Penalty: 3375.762939
	Iteration 39Q: 3 clusters Score -1622186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -1622187.000000 Penalty: 3375.762939
	Iteration 40F: 3 clusters Score -1622187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -1622193.625000 Penalty: 3375.762939
	Iteration 41Q: 3 clusters Score -1622194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -1622201.500000 Penalty: 3375.762939
	Iteration 42Q: 3 clusters Score -1622202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -1622204.875000 Penalty: 3375.762939
	Iteration 43Q: 3 clusters Score -1622205 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -1622210.625000 Penalty: 3375.762939
	Iteration 44Q: 3 clusters Score -1622211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -1622215.625000 Penalty: 3375.762939
	Iteration 45Q: 3 clusters Score -1622216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -1622213.875000 Penalty: 3375.762939
	Iteration 46Q: 3 clusters Score -1622214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -1622215.125000 Penalty: 3375.762939
	Iteration 47Q: 3 clusters Score -1622215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -1622220.125000 Penalty: 3375.762939
	Iteration 48Q: 3 clusters Score -1622220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -1622218.000000 Penalty: 3375.762939
	Iteration 49Q: 3 clusters Score -1622218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -1622217.625000 Penalty: 3375.762939
	Iteration 50Q: 3 clusters Score -1622218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -1622216.750000 Penalty: 3375.762939
	Iteration 51Q: 3 clusters Score -1622217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -1622214.500000 Penalty: 3375.762939
	Iteration 52Q: 3 clusters Score -1622214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -1622213.750000 Penalty: 3375.762939
	Iteration 53Q: 3 clusters Score -1622214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -1622215.250000 Penalty: 3375.762939
	Iteration 54Q: 3 clusters Score -1622215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -1622215.375000 Penalty: 3375.762939
	Iteration 55Q: 3 clusters Score -1622215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -1622219.750000 Penalty: 3375.762939
	Iteration 56Q: 3 clusters Score -1622220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -1622221.000000 Penalty: 3375.762939
	Iteration 57Q: 3 clusters Score -1622221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -1622222.500000 Penalty: 3375.762939
	Iteration 58Q: 3 clusters Score -1622222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -1622222.375000 Penalty: 3375.762939
	Iteration 59Q: 3 clusters Score -1622222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -1622225.625000 Penalty: 3375.762939
	Iteration 60F: 3 clusters Score -1622226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Entering Unmasked Estep 
Score: -523030.562500 Penalty: 1499.706909
	Iteration 0F: 2 clusters Score -523030.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -515698.750000 Penalty: 2999.413818
	Iteration 0F: 3 clusters Score -515698.8 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -518146.875000 Penalty: 2999.413818
	Iteration 1F: 3 clusters Score -518146.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -518440.437500 Penalty: 2999.413818
	Iteration 2F: 3 clusters Score -518440.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -518706.375000 Penalty: 2999.413818
	Iteration 3F: 3 clusters Score -518706.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -518974.531250 Penalty: 2999.413818
	Iteration 4Q: 3 clusters Score -518974.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -519270.562500 Penalty: 2999.413818
	Iteration 5F: 3 clusters Score -519270.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -519648.000000 Penalty: 2999.413818
	Iteration 6F: 3 clusters Score -519648 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -520070.250000 Penalty: 2999.413818
	Iteration 7F: 3 clusters Score -520070.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -520518.781250 Penalty: 2999.413818
	Iteration 8F: 3 clusters Score -520518.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -520908.468750 Penalty: 2999.413818
	Iteration 9Q: 3 clusters Score -520908.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -521187.531250 Penalty: 2999.413818
	Iteration 10Q: 3 clusters Score -521187.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -521363.218750 Penalty: 2999.413818
	Iteration 11Q: 3 clusters Score -521363.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -521470.468750 Penalty: 2999.413818
	Iteration 12Q: 3 clusters Score -521470.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -521544.906250 Penalty: 2999.413818
	Iteration 13Q: 3 clusters Score -521544.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -521594.375000 Penalty: 2999.413818
	Iteration 14Q: 3 clusters Score -521594.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -521633.656250 Penalty: 2999.413818
	Iteration 15Q: 3 clusters Score -521633.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -521663.656250 Penalty: 2999.413818
	Iteration 16Q: 3 clusters Score -521663.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -521683.343750 Penalty: 2999.413818
	Iteration 17Q: 3 clusters Score -521683.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -521694.750000 Penalty: 2999.413818
	Iteration 18Q: 3 clusters Score -521694.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -521705.062500 Penalty: 2999.413818
	Iteration 19Q: 3 clusters Score -521705.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -521715.343750 Penalty: 2999.413818
	Iteration 20F: 3 clusters Score -521715.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -521725.562500 Penalty: 2999.413818
	Iteration 21Q: 3 clusters Score -521725.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -521733.531250 Penalty: 2999.413818
	Iteration 22Q: 3 clusters Score -521733.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -521742.750000 Penalty: 2999.413818
	Iteration 23Q: 3 clusters Score -521742.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -521758.781250 Penalty: 2999.413818
	Iteration 24Q: 3 clusters Score -521758.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -521772.406250 Penalty: 2999.413818
	Iteration 25Q: 3 clusters Score -521772.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -521784.500000 Penalty: 2999.413818
	Iteration 26Q: 3 clusters Score -521784.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -521795.812500 Penalty: 2999.413818
	Iteration 27Q: 3 clusters Score -521795.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -521803.125000 Penalty: 2999.413818
	Iteration 28Q: 3 clusters Score -521803.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -521807.375000 Penalty: 2999.413818
	Iteration 29Q: 3 clusters Score -521807.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -521811.593750 Penalty: 2999.413818
	Iteration 30Q: 3 clusters Score -521811.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -521817.250000 Penalty: 2999.413818
	Iteration 31Q: 3 clusters Score -521817.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -521820.906250 Penalty: 2999.413818
	Iteration 32Q: 3 clusters Score -521820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -521823.875000 Penalty: 2999.413818
	Iteration 33Q: 3 clusters Score -521823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -521824.187500 Penalty: 2999.413818
	Iteration 34Q: 3 clusters Score -521824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -521824.187500 Penalty: 2999.413818
	Iteration 35F: 3 clusters Score -521824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 37850 members 
Mstep: Class 6 contains 17160 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1041 members 
Mstep: Class 10 contains 9255 members 
Mstep: Class 13 contains 12354 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 17 contains 381611 members 
Mstep: Class 18 contains 32839 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 21 contains 3289 members 
Mstep: Class 22 contains 32434 members 
Mstep: Class 23 contains 10188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196188.000000 Penalty: 41003.015625
Iteration 79Q: 20 clusters Score -2.819619e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 9610 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 37840 members 
Mstep: Class 6 contains 17137 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1043 members 
Mstep: Class 10 contains 9258 members 
Mstep: Class 13 contains 12378 members 
Mstep: Class 14 contains 4396 members 
Mstep: Class 15 contains 11919 members 
Mstep: Class 17 contains 381605 members 
Mstep: Class 18 contains 32812 members 
Mstep: Class 19 contains 2960 members 
Mstep: Class 21 contains 3286 members 
Mstep: Class 22 contains 32578 members 
Mstep: Class 23 contains 10172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196340.000000 Penalty: 41003.015625
Iteration 80F: 20 clusters Score -2.819634e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 9616 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 37836 members 
Mstep: Class 6 contains 17112 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 9269 members 
Mstep: Class 13 contains 12389 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 11791 members 
Mstep: Class 17 contains 381607 members 
Mstep: Class 18 contains 32792 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 21 contains 3283 members 
Mstep: Class 22 contains 32716 members 
Mstep: Class 23 contains 10161 members 
Entering Unmasked Estep 
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Iteration 81Q: 20 clusters Score -2.819634e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 9622 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 37834 members 
Mstep: Class 6 contains 17083 members 
Mstep: Class 7 contains 2342 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 1046 members 
Mstep: Class 10 contains 9273 members 
Mstep: Class 13 contains 12398 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 15 contains 11656 members 
Mstep: Class 17 contains 381607 members 
Mstep: Class 18 contains 32773 members 
Mstep: Class 19 contains 2938 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 32864 members 
Mstep: Class 23 contains 10148 members 
Entering Unmasked Estep 
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Iteration 82Q: 20 clusters Score -2.819637e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 9628 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 37823 members 
Mstep: Class 6 contains 17068 members 
Mstep: Class 7 contains 2359 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9279 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 4484 members 
Mstep: Class 15 contains 11543 members 
Mstep: Class 17 contains 381572 members 
Mstep: Class 18 contains 32758 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 21 contains 3277 members 
Mstep: Class 22 contains 33007 members 
Mstep: Class 23 contains 10132 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -2.819639e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 9638 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 37803 members 
Mstep: Class 6 contains 17048 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 1053 members 
Mstep: Class 10 contains 9285 members 
Mstep: Class 13 contains 12414 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 15 contains 11426 members 
Mstep: Class 17 contains 381533 members 
Mstep: Class 18 contains 32752 members 
Mstep: Class 19 contains 2922 members 
Mstep: Class 21 contains 3274 members 
Mstep: Class 22 contains 33161 members 
Mstep: Class 23 contains 10125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196388.000000 Penalty: 41003.015625
Iteration 84Q: 20 clusters Score -2.819639e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 9646 members 
Mstep: Class 4 contains 2206 members 
Mstep: Class 5 contains 37780 members 
Mstep: Class 6 contains 17031 members 
Mstep: Class 7 contains 2385 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 10 contains 9287 members 
Mstep: Class 13 contains 12420 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 11303 members 
Mstep: Class 17 contains 381503 members 
Mstep: Class 18 contains 32747 members 
Mstep: Class 19 contains 2902 members 
Mstep: Class 21 contains 3273 members 
Mstep: Class 22 contains 33344 members 
Mstep: Class 23 contains 10119 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 20 clusters Score -2.819641e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 9652 members 
Mstep: Class 4 contains 2206 members 
Mstep: Class 5 contains 37757 members 
Mstep: Class 6 contains 17017 members 
Mstep: Class 7 contains 2394 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 10 contains 9293 members 
Mstep: Class 13 contains 12424 members 
Mstep: Class 14 contains 4547 members 
Mstep: Class 15 contains 11207 members 
Mstep: Class 17 contains 381467 members 
Mstep: Class 18 contains 32738 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 21 contains 3272 members 
Mstep: Class 22 contains 33506 members 
Mstep: Class 23 contains 10110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196414.000000 Penalty: 41003.015625
Iteration 86Q: 20 clusters Score -2.819641e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 9659 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 37733 members 
Mstep: Class 6 contains 17007 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 1053 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 13 contains 12429 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 11102 members 
Mstep: Class 17 contains 381435 members 
Mstep: Class 18 contains 32725 members 
Mstep: Class 19 contains 2889 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 33674 members 
Mstep: Class 23 contains 10099 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -2.819638e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 9670 members 
Mstep: Class 4 contains 2206 members 
Mstep: Class 5 contains 37709 members 
Mstep: Class 6 contains 16992 members 
Mstep: Class 7 contains 2408 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 9300 members 
Mstep: Class 13 contains 12434 members 
Mstep: Class 14 contains 4577 members 
Mstep: Class 15 contains 10996 members 
Mstep: Class 17 contains 381403 members 
Mstep: Class 18 contains 32719 members 
Mstep: Class 19 contains 2887 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 33830 members 
Mstep: Class 23 contains 10087 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 20 clusters Score -2.81964e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 9679 members 
Mstep: Class 4 contains 2202 members 
Mstep: Class 5 contains 37682 members 
Mstep: Class 6 contains 16985 members 
Mstep: Class 7 contains 2415 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 9303 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 10902 members 
Mstep: Class 17 contains 381390 members 
Mstep: Class 18 contains 32709 members 
Mstep: Class 19 contains 2885 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 33972 members 
Mstep: Class 23 contains 10069 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 20 clusters Score -2.81964e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 9687 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 37648 members 
Mstep: Class 6 contains 16976 members 
Mstep: Class 7 contains 2422 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 9306 members 
Mstep: Class 13 contains 12436 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 10817 members 
Mstep: Class 17 contains 381364 members 
Mstep: Class 18 contains 32700 members 
Mstep: Class 19 contains 2885 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 34119 members 
Mstep: Class 23 contains 10055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196474.000000 Penalty: 41003.015625
Iteration 90Q: 20 clusters Score -2.819647e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 9690 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 37635 members 
Mstep: Class 6 contains 16973 members 
Mstep: Class 7 contains 2424 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 13 contains 12442 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 10738 members 
Mstep: Class 17 contains 381328 members 
Mstep: Class 18 contains 32693 members 
Mstep: Class 19 contains 2891 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 34258 members 
Mstep: Class 23 contains 10040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196586.000000 Penalty: 41003.015625
Iteration 91Q: 20 clusters Score -2.819659e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 9693 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 37616 members 
Mstep: Class 6 contains 16971 members 
Mstep: Class 7 contains 2424 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9304 members 
Mstep: Class 13 contains 12445 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 10664 members 
Mstep: Class 17 contains 381299 members 
Mstep: Class 18 contains 32687 members 
Mstep: Class 19 contains 2899 members 
Mstep: Class 21 contains 3272 members 
Mstep: Class 22 contains 34380 members 
Mstep: Class 23 contains 10029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196554.000000 Penalty: 41003.015625
Iteration 92Q: 20 clusters Score -2.819655e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 9698 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 37595 members 
Mstep: Class 6 contains 16968 members 
Mstep: Class 7 contains 2426 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1049 members 
Mstep: Class 10 contains 9305 members 
Mstep: Class 13 contains 12449 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 10603 members 
Mstep: Class 17 contains 381265 members 
Mstep: Class 18 contains 32677 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 21 contains 3276 members 
Mstep: Class 22 contains 34492 members 
Mstep: Class 23 contains 10020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196564.000000 Penalty: 41003.015625
Iteration 93Q: 20 clusters Score -2.819656e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 9699 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 37585 members 
Mstep: Class 6 contains 16960 members 
Mstep: Class 7 contains 2429 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9306 members 
Mstep: Class 13 contains 12451 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 10526 members 
Mstep: Class 17 contains 381247 members 
Mstep: Class 18 contains 32674 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 34592 members 
Mstep: Class 23 contains 10011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196590.000000 Penalty: 41003.015625
Iteration 94Q: 20 clusters Score -2.819659e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10709 members 
Mstep: Class 3 contains 9701 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 37571 members 
Mstep: Class 6 contains 16952 members 
Mstep: Class 7 contains 2434 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9313 members 
Mstep: Class 13 contains 12452 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 10454 members 
Mstep: Class 17 contains 381239 members 
Mstep: Class 18 contains 32669 members 
Mstep: Class 19 contains 2880 members 
Mstep: Class 21 contains 3278 members 
Mstep: Class 22 contains 34691 members 
Mstep: Class 23 contains 10001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196614.000000 Penalty: 41003.015625
Iteration 95Q: 20 clusters Score -2.819661e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10713 members 
Mstep: Class 3 contains 9702 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 37555 members 
Mstep: Class 6 contains 16949 members 
Mstep: Class 7 contains 2440 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1049 members 
Mstep: Class 10 contains 9318 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 10400 members 
Mstep: Class 17 contains 381219 members 
Mstep: Class 18 contains 32663 members 
Mstep: Class 19 contains 2856 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 34795 members 
Mstep: Class 23 contains 9991 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 20 clusters Score -2.819663e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 9706 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37550 members 
Mstep: Class 6 contains 16940 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1049 members 
Mstep: Class 10 contains 9321 members 
Mstep: Class 13 contains 12454 members 
Mstep: Class 14 contains 4710 members 
Mstep: Class 15 contains 10336 members 
Mstep: Class 17 contains 381192 members 
Mstep: Class 18 contains 32659 members 
Mstep: Class 19 contains 2849 members 
Mstep: Class 21 contains 3265 members 
Mstep: Class 22 contains 34885 members 
Mstep: Class 23 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 20 clusters Score -2.819661e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 9710 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37532 members 
Mstep: Class 6 contains 16927 members 
Mstep: Class 7 contains 2460 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 1049 members 
Mstep: Class 10 contains 9325 members 
Mstep: Class 13 contains 12454 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 10275 members 
Mstep: Class 17 contains 381175 members 
Mstep: Class 18 contains 32654 members 
Mstep: Class 19 contains 2840 members 
Mstep: Class 21 contains 3262 members 
Mstep: Class 22 contains 34983 members 
Mstep: Class 23 contains 9974 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -2.819667e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10712 members 
Mstep: Class 3 contains 9710 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37519 members 
Mstep: Class 6 contains 16919 members 
Mstep: Class 7 contains 2468 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9326 members 
Mstep: Class 13 contains 12449 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 10221 members 
Mstep: Class 17 contains 381168 members 
Mstep: Class 18 contains 32651 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 21 contains 3259 members 
Mstep: Class 22 contains 35073 members 
Mstep: Class 23 contains 9967 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -2.819667e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10711 members 
Mstep: Class 3 contains 9715 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37503 members 
Mstep: Class 6 contains 16909 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9329 members 
Mstep: Class 13 contains 12447 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 10177 members 
Mstep: Class 17 contains 381156 members 
Mstep: Class 18 contains 32650 members 
Mstep: Class 19 contains 2814 members 
Mstep: Class 21 contains 3256 members 
Mstep: Class 22 contains 35137 members 
Mstep: Class 23 contains 9965 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 20 clusters Score -2.819673e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10707 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37489 members 
Mstep: Class 6 contains 16902 members 
Mstep: Class 7 contains 2478 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 13 contains 12448 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 10136 members 
Mstep: Class 17 contains 381139 members 
Mstep: Class 18 contains 32651 members 
Mstep: Class 19 contains 2795 members 
Mstep: Class 21 contains 3255 members 
Mstep: Class 22 contains 35217 members 
Mstep: Class 23 contains 9952 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -2.819675e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 10705 members 
Mstep: Class 3 contains 9718 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37476 members 
Mstep: Class 6 contains 16893 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9339 members 
Mstep: Class 13 contains 12446 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 10088 members 
Mstep: Class 17 contains 381121 members 
Mstep: Class 18 contains 32651 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 21 contains 3255 members 
Mstep: Class 22 contains 35283 members 
Mstep: Class 23 contains 9948 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -2.819677e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10703 members 
Mstep: Class 3 contains 9720 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37462 members 
Mstep: Class 6 contains 16886 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 13 contains 12443 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 10045 members 
Mstep: Class 17 contains 381090 members 
Mstep: Class 18 contains 32649 members 
Mstep: Class 19 contains 2787 members 
Mstep: Class 21 contains 3255 members 
Mstep: Class 22 contains 35355 members 
Mstep: Class 23 contains 9947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196732.000000 Penalty: 41003.015625
Iteration 103Q: 20 clusters Score -2.819673e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10700 members 
Mstep: Class 3 contains 9724 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37450 members 
Mstep: Class 6 contains 16882 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9350 members 
Mstep: Class 13 contains 12439 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 9990 members 
Mstep: Class 17 contains 381054 members 
Mstep: Class 18 contains 32649 members 
Mstep: Class 19 contains 2776 members 
Mstep: Class 21 contains 3255 members 
Mstep: Class 22 contains 35440 members 
Mstep: Class 23 contains 9945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196716.000000 Penalty: 41003.015625
Iteration 104Q: 20 clusters Score -2.819672e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 9726 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37441 members 
Mstep: Class 6 contains 16878 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9358 members 
Mstep: Class 13 contains 12440 members 
Mstep: Class 14 contains 4906 members 
Mstep: Class 15 contains 9936 members 
Mstep: Class 17 contains 381021 members 
Mstep: Class 18 contains 32648 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 21 contains 3254 members 
Mstep: Class 22 contains 35521 members 
Mstep: Class 23 contains 9943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196716.000000 Penalty: 41003.015625
Iteration 105Q: 20 clusters Score -2.819672e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 9727 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37426 members 
Mstep: Class 6 contains 16878 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9362 members 
Mstep: Class 13 contains 12442 members 
Mstep: Class 14 contains 4936 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 17 contains 380999 members 
Mstep: Class 18 contains 32647 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 35599 members 
Mstep: Class 23 contains 9935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196800.000000 Penalty: 41003.015625
Iteration 106Q: 20 clusters Score -2.81968e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 9728 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37411 members 
Mstep: Class 6 contains 16879 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9364 members 
Mstep: Class 13 contains 12441 members 
Mstep: Class 14 contains 4972 members 
Mstep: Class 15 contains 9849 members 
Mstep: Class 17 contains 380966 members 
Mstep: Class 18 contains 32645 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 35676 members 
Mstep: Class 23 contains 9935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196770.000000 Penalty: 41003.015625
Iteration 107Q: 20 clusters Score -2.819677e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 9731 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37391 members 
Mstep: Class 6 contains 16876 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1053 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 13 contains 12438 members 
Mstep: Class 14 contains 5007 members 
Mstep: Class 15 contains 9803 members 
Mstep: Class 17 contains 380940 members 
Mstep: Class 18 contains 32645 members 
Mstep: Class 19 contains 2703 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 35743 members 
Mstep: Class 23 contains 9932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196816.000000 Penalty: 41003.015625
Iteration 108Q: 20 clusters Score -2.819682e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 9733 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37384 members 
Mstep: Class 6 contains 16873 members 
Mstep: Class 7 contains 2496 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 13 contains 12437 members 
Mstep: Class 14 contains 5045 members 
Mstep: Class 15 contains 9753 members 
Mstep: Class 17 contains 380922 members 
Mstep: Class 18 contains 32646 members 
Mstep: Class 19 contains 2674 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 35810 members 
Mstep: Class 23 contains 9926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196898.000000 Penalty: 41003.015625
Iteration 109Q: 20 clusters Score -2.81969e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 9738 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37375 members 
Mstep: Class 6 contains 16872 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 13 contains 12435 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 9704 members 
Mstep: Class 17 contains 380905 members 
Mstep: Class 18 contains 32645 members 
Mstep: Class 19 contains 2648 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 35877 members 
Mstep: Class 23 contains 9920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196874.000000 Penalty: 41003.015625
Iteration 110Q: 20 clusters Score -2.819687e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 9740 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37363 members 
Mstep: Class 6 contains 16868 members 
Mstep: Class 7 contains 2496 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 13 contains 12434 members 
Mstep: Class 14 contains 5119 members 
Mstep: Class 15 contains 9654 members 
Mstep: Class 17 contains 380889 members 
Mstep: Class 18 contains 32644 members 
Mstep: Class 19 contains 2626 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 35954 members 
Mstep: Class 23 contains 9912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196958.000000 Penalty: 41003.015625
Iteration 111Q: 20 clusters Score -2.819696e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 9741 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37352 members 
Mstep: Class 6 contains 16866 members 
Mstep: Class 7 contains 2495 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 10 contains 9375 members 
Mstep: Class 13 contains 12430 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 9605 members 
Mstep: Class 17 contains 380887 members 
Mstep: Class 18 contains 32640 members 
Mstep: Class 19 contains 2591 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 36017 members 
Mstep: Class 23 contains 9908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196986.000000 Penalty: 41003.015625
Iteration 112Q: 20 clusters Score -2.819699e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37338 members 
Mstep: Class 6 contains 16862 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1055 members 
Mstep: Class 10 contains 9380 members 
Mstep: Class 13 contains 12428 members 
Mstep: Class 14 contains 5208 members 
Mstep: Class 15 contains 9556 members 
Mstep: Class 17 contains 380867 members 
Mstep: Class 18 contains 32639 members 
Mstep: Class 19 contains 2560 members 
Mstep: Class 21 contains 3251 members 
Mstep: Class 22 contains 36095 members 
Mstep: Class 23 contains 9904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196998.000000 Penalty: 41003.015625
Iteration 113Q: 20 clusters Score -2.8197e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 9746 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 37334 members 
Mstep: Class 6 contains 16859 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1055 members 
Mstep: Class 10 contains 9381 members 
Mstep: Class 13 contains 12427 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 9511 members 
Mstep: Class 17 contains 380845 members 
Mstep: Class 18 contains 32638 members 
Mstep: Class 19 contains 2520 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 36168 members 
Mstep: Class 23 contains 9899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28196986.000000 Penalty: 41003.015625
Iteration 114Q: 20 clusters Score -2.819699e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10699 members 
Mstep: Class 3 contains 9746 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 37321 members 
Mstep: Class 6 contains 16857 members 
Mstep: Class 7 contains 2489 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1055 members 
Mstep: Class 10 contains 9384 members 
Mstep: Class 13 contains 12425 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 15 contains 9473 members 
Mstep: Class 17 contains 380828 members 
Mstep: Class 18 contains 32638 members 
Mstep: Class 19 contains 2488 members 
Mstep: Class 21 contains 3255 members 
Mstep: Class 22 contains 36233 members 
Mstep: Class 23 contains 9897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197022.000000 Penalty: 41003.015625
Iteration 115Q: 20 clusters Score -2.819702e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37309 members 
Mstep: Class 6 contains 16854 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 10 contains 9390 members 
Mstep: Class 13 contains 12427 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 15 contains 9435 members 
Mstep: Class 17 contains 380813 members 
Mstep: Class 18 contains 32638 members 
Mstep: Class 19 contains 2463 members 
Mstep: Class 21 contains 3253 members 
Mstep: Class 22 contains 36281 members 
Mstep: Class 23 contains 9894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197108.000000 Penalty: 41003.015625
Iteration 116Q: 20 clusters Score -2.819711e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 37300 members 
Mstep: Class 6 contains 16851 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 9390 members 
Mstep: Class 13 contains 12428 members 
Mstep: Class 14 contains 5357 members 
Mstep: Class 15 contains 9390 members 
Mstep: Class 17 contains 380792 members 
Mstep: Class 18 contains 32637 members 
Mstep: Class 19 contains 2442 members 
Mstep: Class 21 contains 3251 members 
Mstep: Class 22 contains 36364 members 
Mstep: Class 23 contains 9890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197096.000000 Penalty: 41003.015625
Iteration 117Q: 20 clusters Score -2.81971e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 9750 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37289 members 
Mstep: Class 6 contains 16845 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 9393 members 
Mstep: Class 13 contains 12429 members 
Mstep: Class 14 contains 5389 members 
Mstep: Class 15 contains 9344 members 
Mstep: Class 17 contains 380780 members 
Mstep: Class 18 contains 32638 members 
Mstep: Class 19 contains 2411 members 
Mstep: Class 21 contains 3249 members 
Mstep: Class 22 contains 36441 members 
Mstep: Class 23 contains 9878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197114.000000 Penalty: 41003.015625
Iteration 118Q: 20 clusters Score -2.819711e+07 nChanged 205
Entering ConstructFrom: 
Score: -28197114.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -65108.714844 Penalty: 1189.262695
	Iteration 0F: 2 clusters Score -65108.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -63316.937500 Penalty: 2378.525391
	Iteration 0F: 3 clusters Score -63316.94 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -63652.347656 Penalty: 2378.525391
	Iteration 1F: 3 clusters Score -63652.35 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -63776.179688 Penalty: 2378.525391
	Iteration 2F: 3 clusters Score -63776.18 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -63902.105469 Penalty: 2378.525391
	Iteration 3F: 3 clusters Score -63902.11 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -64042.554688 Penalty: 2378.525391
	Iteration 4F: 3 clusters Score -64042.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -64230.234375 Penalty: 2378.525391
	Iteration 5F: 3 clusters Score -64230.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -64377.609375 Penalty: 2378.525391
	Iteration 6F: 3 clusters Score -64377.61 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64578.722656 Penalty: 2378.525391
	Iteration 7F: 3 clusters Score -64578.72 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -64770.980469 Penalty: 2378.525391
	Iteration 8F: 3 clusters Score -64770.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -64900.652344 Penalty: 2378.525391
	Iteration 9Q: 3 clusters Score -64900.65 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -65026.050781 Penalty: 2378.525391
	Iteration 10Q: 3 clusters Score -65026.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -65112.273438 Penalty: 2378.525391
	Iteration 11Q: 3 clusters Score -65112.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -65146.070312 Penalty: 2378.525391
	Iteration 12Q: 3 clusters Score -65146.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -65164.511719 Penalty: 2378.525391
	Iteration 13Q: 3 clusters Score -65164.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65178.683594 Penalty: 2378.525391
	Iteration 14Q: 3 clusters Score -65178.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -65182.515625 Penalty: 2378.525391
	Iteration 15Q: 3 clusters Score -65182.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -65186.964844 Penalty: 2378.525391
	Iteration 16Q: 3 clusters Score -65186.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -65187.710938 Penalty: 2378.525391
	Iteration 17Q: 3 clusters Score -65187.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -65188.781250 Penalty: 2378.525391
	Iteration 18Q: 3 clusters Score -65188.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -65188.781250 Penalty: 2378.525391
	Iteration 19F: 3 clusters Score -65188.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37274 members 
Mstep: Class 6 contains 16841 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 449 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 17 contains 380769 members 
Mstep: Class 18 contains 32636 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 36523 members 
Mstep: Class 23 contains 9874 members 
Entering Unmasked Estep 
Score: -28196180.000000 Penalty: 43161.070312
Splitting cluster 1 changes total score from -28197114.000000 to -28196180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Entering Unmasked Estep 
Score: -553329.062500 Penalty: 1507.598877
	Iteration 0F: 2 clusters Score -553329.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -545696.937500 Penalty: 3015.197754
	Iteration 0F: 3 clusters Score -545696.9 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -548310.625000 Penalty: 3015.197754
	Iteration 1F: 3 clusters Score -548310.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -548645.562500 Penalty: 3015.197754
	Iteration 2F: 3 clusters Score -548645.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -548927.625000 Penalty: 3015.197754
	Iteration 3F: 3 clusters Score -548927.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -549226.312500 Penalty: 3015.197754
	Iteration 4F: 3 clusters Score -549226.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -549545.937500 Penalty: 3015.197754
	Iteration 5F: 3 clusters Score -549545.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -549937.437500 Penalty: 3015.197754
	Iteration 6F: 3 clusters Score -549937.4 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -550397.750000 Penalty: 3015.197754
	Iteration 7F: 3 clusters Score -550397.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -550869.250000 Penalty: 3015.197754
	Iteration 8F: 3 clusters Score -550869.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -551303.250000 Penalty: 3015.197754
	Iteration 9Q: 3 clusters Score -551303.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -551518.000000 Penalty: 3015.197754
	Iteration 10Q: 3 clusters Score -551518 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -551596.812500 Penalty: 3015.197754
	Iteration 11Q: 3 clusters Score -551596.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -551646.312500 Penalty: 3015.197754
	Iteration 12Q: 3 clusters Score -551646.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -551685.500000 Penalty: 3015.197754
	Iteration 13Q: 3 clusters Score -551685.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -551713.250000 Penalty: 3015.197754
	Iteration 14Q: 3 clusters Score -551713.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -551731.500000 Penalty: 3015.197754
	Iteration 15Q: 3 clusters Score -551731.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -551753.375000 Penalty: 3015.197754
	Iteration 16Q: 3 clusters Score -551753.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -551768.437500 Penalty: 3015.197754
	Iteration 17Q: 3 clusters Score -551768.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -551782.312500 Penalty: 3015.197754
	Iteration 18Q: 3 clusters Score -551782.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -551793.875000 Penalty: 3015.197754
	Iteration 19Q: 3 clusters Score -551793.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -551800.187500 Penalty: 3015.197754
	Iteration 20F: 3 clusters Score -551800.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -551808.375000 Penalty: 3015.197754
	Iteration 21Q: 3 clusters Score -551808.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -551813.250000 Penalty: 3015.197754
	Iteration 22Q: 3 clusters Score -551813.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -551817.562500 Penalty: 3015.197754
	Iteration 23Q: 3 clusters Score -551817.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -551822.562500 Penalty: 3015.197754
	Iteration 24Q: 3 clusters Score -551822.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -551823.875000 Penalty: 3015.197754
	Iteration 25Q: 3 clusters Score -551823.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -551828.375000 Penalty: 3015.197754
	Iteration 26Q: 3 clusters Score -551828.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -551829.250000 Penalty: 3015.197754
	Iteration 27Q: 3 clusters Score -551829.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -551832.000000 Penalty: 3015.197754
	Iteration 28Q: 3 clusters Score -551832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -551833.875000 Penalty: 3015.197754
	Iteration 29Q: 3 clusters Score -551833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -551834.750000 Penalty: 3015.197754
	Iteration 30Q: 3 clusters Score -551834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -551835.937500 Penalty: 3015.197754
	Iteration 31Q: 3 clusters Score -551835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -551836.500000 Penalty: 3015.197754
	Iteration 32Q: 3 clusters Score -551836.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -551839.375000 Penalty: 3015.197754
	Iteration 33Q: 3 clusters Score -551839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -551839.375000 Penalty: 3015.197754
	Iteration 34Q: 3 clusters Score -551839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -551841.312500 Penalty: 3015.197754
	Iteration 35Q: 3 clusters Score -551841.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -551844.562500 Penalty: 3015.197754
	Iteration 36Q: 3 clusters Score -551844.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -551846.437500 Penalty: 3015.197754
	Iteration 37Q: 3 clusters Score -551846.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -551850.812500 Penalty: 3015.197754
	Iteration 38Q: 3 clusters Score -551850.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -551852.687500 Penalty: 3015.197754
	Iteration 39Q: 3 clusters Score -551852.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -551854.250000 Penalty: 3015.197754
	Iteration 40F: 3 clusters Score -551854.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -551857.437500 Penalty: 3015.197754
	Iteration 41Q: 3 clusters Score -551857.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -551858.625000 Penalty: 3015.197754
	Iteration 42Q: 3 clusters Score -551858.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -551864.250000 Penalty: 3015.197754
	Iteration 43Q: 3 clusters Score -551864.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -551871.812500 Penalty: 3015.197754
	Iteration 44Q: 3 clusters Score -551871.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -551882.000000 Penalty: 3015.197754
	Iteration 45Q: 3 clusters Score -551882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -551890.062500 Penalty: 3015.197754
	Iteration 46Q: 3 clusters Score -551890.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -551901.875000 Penalty: 3015.197754
	Iteration 47Q: 3 clusters Score -551901.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -551913.125000 Penalty: 3015.197754
	Iteration 48Q: 3 clusters Score -551913.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -551922.937500 Penalty: 3015.197754
	Iteration 49Q: 3 clusters Score -551922.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -551935.062500 Penalty: 3015.197754
	Iteration 50Q: 3 clusters Score -551935.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -551954.500000 Penalty: 3015.197754
	Iteration 51Q: 3 clusters Score -551954.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -551973.000000 Penalty: 3015.197754
	Iteration 52Q: 3 clusters Score -551973 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -551988.437500 Penalty: 3015.197754
	Iteration 53Q: 3 clusters Score -551988.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -552000.187500 Penalty: 3015.197754
	Iteration 54Q: 3 clusters Score -552000.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -552009.250000 Penalty: 3015.197754
	Iteration 55Q: 3 clusters Score -552009.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -552016.687500 Penalty: 3015.197754
	Iteration 56Q: 3 clusters Score -552016.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -552022.937500 Penalty: 3015.197754
	Iteration 57Q: 3 clusters Score -552022.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -552026.062500 Penalty: 3015.197754
	Iteration 58Q: 3 clusters Score -552026.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -552031.625000 Penalty: 3015.197754
	Iteration 59Q: 3 clusters Score -552031.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -552034.125000 Penalty: 3015.197754
	Iteration 60F: 3 clusters Score -552034.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -552039.937500 Penalty: 3015.197754
	Iteration 61Q: 3 clusters Score -552039.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -552043.187500 Penalty: 3015.197754
	Iteration 62Q: 3 clusters Score -552043.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -552046.750000 Penalty: 3015.197754
	Iteration 63Q: 3 clusters Score -552046.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -552050.562500 Penalty: 3015.197754
	Iteration 64Q: 3 clusters Score -552050.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -552056.062500 Penalty: 3015.197754
	Iteration 65Q: 3 clusters Score -552056.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -552061.312500 Penalty: 3015.197754
	Iteration 66Q: 3 clusters Score -552061.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -552066.375000 Penalty: 3015.197754
	Iteration 67Q: 3 clusters Score -552066.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -552069.875000 Penalty: 3015.197754
	Iteration 68Q: 3 clusters Score -552069.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -552076.062500 Penalty: 3015.197754
	Iteration 69Q: 3 clusters Score -552076.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -552079.187500 Penalty: 3015.197754
	Iteration 70Q: 3 clusters Score -552079.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -552085.187500 Penalty: 3015.197754
	Iteration 71Q: 3 clusters Score -552085.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -552093.750000 Penalty: 3015.197754
	Iteration 72Q: 3 clusters Score -552093.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -552095.000000 Penalty: 3015.197754
	Iteration 73Q: 3 clusters Score -552095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -552096.312500 Penalty: 3015.197754
	Iteration 74Q: 3 clusters Score -552096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -552099.250000 Penalty: 3015.197754
	Iteration 75Q: 3 clusters Score -552099.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -552100.000000 Penalty: 3015.197754
	Iteration 76Q: 3 clusters Score -552100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -552100.687500 Penalty: 3015.197754
	Iteration 77Q: 3 clusters Score -552100.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -552103.000000 Penalty: 3015.197754
	Iteration 78Q: 3 clusters Score -552103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -552106.125000 Penalty: 3015.197754
	Iteration 79Q: 3 clusters Score -552106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -552108.312500 Penalty: 3015.197754
	Iteration 80F: 3 clusters Score -552108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -552107.062500 Penalty: 3015.197754
	Iteration 81Q: 3 clusters Score -552107.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -552108.687500 Penalty: 3015.197754
	Iteration 82Q: 3 clusters Score -552108.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -552108.562500 Penalty: 3015.197754
	Iteration 83Q: 3 clusters Score -552108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -552109.375000 Penalty: 3015.197754
	Iteration 84Q: 3 clusters Score -552109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -552110.187500 Penalty: 3015.197754
	Iteration 85Q: 3 clusters Score -552110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -552110.625000 Penalty: 3015.197754
	Iteration 86Q: 3 clusters Score -552110.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -552111.937500 Penalty: 3015.197754
	Iteration 87Q: 3 clusters Score -552111.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -552112.312500 Penalty: 3015.197754
	Iteration 88Q: 3 clusters Score -552112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -552112.625000 Penalty: 3015.197754
	Iteration 89Q: 3 clusters Score -552112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -552112.625000 Penalty: 3015.197754
	Iteration 90Q: 3 clusters Score -552112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -552112.750000 Penalty: 3015.197754
	Iteration 91Q: 3 clusters Score -552112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -552113.750000 Penalty: 3015.197754
	Iteration 92Q: 3 clusters Score -552113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -552113.750000 Penalty: 3015.197754
	Iteration 93F: 3 clusters Score -552113.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Entering Unmasked Estep 
Score: -495105.843750 Penalty: 1492.549561
	Iteration 0F: 2 clusters Score -495105.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -488133.218750 Penalty: 2985.099121
	Iteration 0F: 3 clusters Score -488133.2 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -490374.343750 Penalty: 2985.099121
	Iteration 1F: 3 clusters Score -490374.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -490604.312500 Penalty: 2985.099121
	Iteration 2F: 3 clusters Score -490604.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -490770.812500 Penalty: 2985.099121
	Iteration 3Q: 3 clusters Score -490770.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -490914.468750 Penalty: 2985.099121
	Iteration 4Q: 3 clusters Score -490914.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -491046.156250 Penalty: 2985.099121
	Iteration 5Q: 3 clusters Score -491046.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -491173.656250 Penalty: 2985.099121
	Iteration 6Q: 3 clusters Score -491173.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -491305.375000 Penalty: 2985.099121
	Iteration 7Q: 3 clusters Score -491305.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -491452.500000 Penalty: 2985.099121
	Iteration 8Q: 3 clusters Score -491452.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -491612.218750 Penalty: 2985.099121
	Iteration 9Q: 3 clusters Score -491612.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -491785.531250 Penalty: 2985.099121
	Iteration 10Q: 3 clusters Score -491785.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -491962.093750 Penalty: 2985.099121
	Iteration 11Q: 3 clusters Score -491962.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -492142.750000 Penalty: 2985.099121
	Iteration 12Q: 3 clusters Score -492142.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -492325.218750 Penalty: 2985.099121
	Iteration 13Q: 3 clusters Score -492325.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -492501.812500 Penalty: 2985.099121
	Iteration 14Q: 3 clusters Score -492501.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -492658.750000 Penalty: 2985.099121
	Iteration 15Q: 3 clusters Score -492658.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -492820.656250 Penalty: 2985.099121
	Iteration 16Q: 3 clusters Score -492820.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -492955.593750 Penalty: 2985.099121
	Iteration 17Q: 3 clusters Score -492955.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -493058.125000 Penalty: 2985.099121
	Iteration 18Q: 3 clusters Score -493058.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -493165.781250 Penalty: 2985.099121
	Iteration 19Q: 3 clusters Score -493165.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -493257.843750 Penalty: 2985.099121
	Iteration 20F: 3 clusters Score -493257.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -493345.406250 Penalty: 2985.099121
	Iteration 21Q: 3 clusters Score -493345.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -493413.312500 Penalty: 2985.099121
	Iteration 22Q: 3 clusters Score -493413.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -493465.312500 Penalty: 2985.099121
	Iteration 23Q: 3 clusters Score -493465.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -493507.250000 Penalty: 2985.099121
	Iteration 24Q: 3 clusters Score -493507.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -493543.625000 Penalty: 2985.099121
	Iteration 25Q: 3 clusters Score -493543.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -493578.281250 Penalty: 2985.099121
	Iteration 26Q: 3 clusters Score -493578.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -493604.062500 Penalty: 2985.099121
	Iteration 27Q: 3 clusters Score -493604.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -493630.281250 Penalty: 2985.099121
	Iteration 28Q: 3 clusters Score -493630.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -493657.468750 Penalty: 2985.099121
	Iteration 29Q: 3 clusters Score -493657.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -493679.281250 Penalty: 2985.099121
	Iteration 30Q: 3 clusters Score -493679.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -493693.468750 Penalty: 2985.099121
	Iteration 31Q: 3 clusters Score -493693.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -493705.375000 Penalty: 2985.099121
	Iteration 32Q: 3 clusters Score -493705.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -493719.937500 Penalty: 2985.099121
	Iteration 33Q: 3 clusters Score -493719.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -493728.593750 Penalty: 2985.099121
	Iteration 34Q: 3 clusters Score -493728.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -493740.593750 Penalty: 2985.099121
	Iteration 35Q: 3 clusters Score -493740.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -493755.031250 Penalty: 2985.099121
	Iteration 36Q: 3 clusters Score -493755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -493771.562500 Penalty: 2985.099121
	Iteration 37Q: 3 clusters Score -493771.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -493785.750000 Penalty: 2985.099121
	Iteration 38Q: 3 clusters Score -493785.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -493795.593750 Penalty: 2985.099121
	Iteration 39Q: 3 clusters Score -493795.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -493809.968750 Penalty: 2985.099121
	Iteration 40F: 3 clusters Score -493810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -493817.125000 Penalty: 2985.099121
	Iteration 41Q: 3 clusters Score -493817.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -493823.218750 Penalty: 2985.099121
	Iteration 42Q: 3 clusters Score -493823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -493826.843750 Penalty: 2985.099121
	Iteration 43Q: 3 clusters Score -493826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -493827.906250 Penalty: 2985.099121
	Iteration 44Q: 3 clusters Score -493827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -493828.312500 Penalty: 2985.099121
	Iteration 45Q: 3 clusters Score -493828.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -493829.625000 Penalty: 2985.099121
	Iteration 46Q: 3 clusters Score -493829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -493831.437500 Penalty: 2985.099121
	Iteration 47Q: 3 clusters Score -493831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -493831.687500 Penalty: 2985.099121
	Iteration 48Q: 3 clusters Score -493831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -493831.687500 Penalty: 2985.099121
	Iteration 49F: 3 clusters Score -493831.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -96913.320312 Penalty: 1249.968384
	Iteration 0F: 2 clusters Score -96913.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -94770.890625 Penalty: 2499.936768
	Iteration 0F: 3 clusters Score -94770.89 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -95260.601562 Penalty: 2499.936768
	Iteration 1F: 3 clusters Score -95260.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -95420.062500 Penalty: 2499.936768
	Iteration 2F: 3 clusters Score -95420.06 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -95605.921875 Penalty: 2499.936768
	Iteration 3F: 3 clusters Score -95605.92 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -95824.867188 Penalty: 2499.936768
	Iteration 4F: 3 clusters Score -95824.87 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -96067.687500 Penalty: 2499.936768
	Iteration 5F: 3 clusters Score -96067.69 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -96278.359375 Penalty: 2499.936768
	Iteration 6F: 3 clusters Score -96278.36 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -96433.312500 Penalty: 2499.936768
	Iteration 7F: 3 clusters Score -96433.31 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -96558.937500 Penalty: 2499.936768
	Iteration 8F: 3 clusters Score -96558.94 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -96631.445312 Penalty: 2499.936768
	Iteration 9Q: 3 clusters Score -96631.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -96685.468750 Penalty: 2499.936768
	Iteration 10Q: 3 clusters Score -96685.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -96719.867188 Penalty: 2499.936768
	Iteration 11Q: 3 clusters Score -96719.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -96740.359375 Penalty: 2499.936768
	Iteration 12Q: 3 clusters Score -96740.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -96754.195312 Penalty: 2499.936768
	Iteration 13Q: 3 clusters Score -96754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -96761.429688 Penalty: 2499.936768
	Iteration 14Q: 3 clusters Score -96761.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -96764.500000 Penalty: 2499.936768
	Iteration 15Q: 3 clusters Score -96764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -96768.609375 Penalty: 2499.936768
	Iteration 16Q: 3 clusters Score -96768.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -96769.695312 Penalty: 2499.936768
	Iteration 17Q: 3 clusters Score -96769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -96771.226562 Penalty: 2499.936768
	Iteration 18Q: 3 clusters Score -96771.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -96772.562500 Penalty: 2499.936768
	Iteration 19Q: 3 clusters Score -96772.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -96776.359375 Penalty: 2499.936768
	Iteration 20F: 3 clusters Score -96776.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -96777.593750 Penalty: 2499.936768
	Iteration 21Q: 3 clusters Score -96777.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -96778.054688 Penalty: 2499.936768
	Iteration 22Q: 3 clusters Score -96778.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -96780.296875 Penalty: 2499.936768
	Iteration 23Q: 3 clusters Score -96780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -96783.320312 Penalty: 2499.936768
	Iteration 24Q: 3 clusters Score -96783.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -96784.843750 Penalty: 2499.936768
	Iteration 25Q: 3 clusters Score -96784.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -96786.296875 Penalty: 2499.936768
	Iteration 26Q: 3 clusters Score -96786.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -96786.296875 Penalty: 2499.936768
	Iteration 27F: 3 clusters Score -96786.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Entering Unmasked Estep 
Score: -1868474.250000 Penalty: 1710.483398
	Iteration 0F: 2 clusters Score -1868474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1843576.000000 Penalty: 3420.966797
	Iteration 0F: 3 clusters Score -1843576 nChanged 17187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1853199.375000 Penalty: 3420.966797
	Iteration 1F: 3 clusters Score -1853199 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -1853841.500000 Penalty: 3420.966797
	Iteration 2Q: 3 clusters Score -1853842 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1854778.125000 Penalty: 3420.966797
	Iteration 3Q: 3 clusters Score -1854778 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -1855990.500000 Penalty: 3420.966797
	Iteration 4F: 3 clusters Score -1855990 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1857589.625000 Penalty: 3420.966797
	Iteration 5F: 3 clusters Score -1857590 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1859471.750000 Penalty: 3420.966797
	Iteration 6F: 3 clusters Score -1859472 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1861374.125000 Penalty: 3420.966797
	Iteration 7F: 3 clusters Score -1861374 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1863034.500000 Penalty: 3420.966797
	Iteration 8F: 3 clusters Score -1863034 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1864114.875000 Penalty: 3420.966797
	Iteration 9Q: 3 clusters Score -1864115 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1864659.875000 Penalty: 3420.966797
	Iteration 10Q: 3 clusters Score -1864660 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1864963.250000 Penalty: 3420.966797
	Iteration 11Q: 3 clusters Score -1864963 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1865155.750000 Penalty: 3420.966797
	Iteration 12Q: 3 clusters Score -1865156 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1865305.500000 Penalty: 3420.966797
	Iteration 13Q: 3 clusters Score -1865306 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1865410.625000 Penalty: 3420.966797
	Iteration 14Q: 3 clusters Score -1865411 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1865493.125000 Penalty: 3420.966797
	Iteration 15Q: 3 clusters Score -1865493 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1865560.125000 Penalty: 3420.966797
	Iteration 16Q: 3 clusters Score -1865560 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1865623.875000 Penalty: 3420.966797
	Iteration 17Q: 3 clusters Score -1865624 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1865666.875000 Penalty: 3420.966797
	Iteration 18Q: 3 clusters Score -1865667 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1865723.125000 Penalty: 3420.966797
	Iteration 19Q: 3 clusters Score -1865723 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1865776.625000 Penalty: 3420.966797
	Iteration 20F: 3 clusters Score -1865777 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1865817.500000 Penalty: 3420.966797
	Iteration 21Q: 3 clusters Score -1865818 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1865865.750000 Penalty: 3420.966797
	Iteration 22Q: 3 clusters Score -1865866 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1865895.000000 Penalty: 3420.966797
	Iteration 23Q: 3 clusters Score -1865895 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1865940 nChanged 223
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Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1865983 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1866026 nChanged 211
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Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1866056 nChanged 209
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Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1866087 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1866157 nChanged 157
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Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1866180 nChanged 147
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Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1866199 nChanged 174
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Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1866220 nChanged 186
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Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 7931 members 
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	Iteration 34Q: 3 clusters Score -1866261 nChanged 183
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Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1866362 nChanged 185
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Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 7199 members 
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	Iteration 38Q: 3 clusters Score -1866387 nChanged 159
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Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1866441 nChanged 147
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Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 6595 members 
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	Iteration 42Q: 3 clusters Score -1866483 nChanged 151
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Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 6444 members 
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Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 6164 members 
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	Iteration 45Q: 3 clusters Score -1866557 nChanged 144
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Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 6022 members 
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Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31572 members 
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Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 5528 members 
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Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1866703 nChanged 152
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Mstep: Class 1 contains 32077 members 
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Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 5040 members 
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Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 4903 members 
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Mstep: Class 1 contains 32517 members 
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	Iteration 54Q: 3 clusters Score -1866799 nChanged 129
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Mstep: Class 1 contains 32646 members 
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	Iteration 55Q: 3 clusters Score -1866819 nChanged 128
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Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 4502 members 
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	Iteration 56Q: 3 clusters Score -1866840 nChanged 123
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Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 4379 members 
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	Iteration 57Q: 3 clusters Score -1866865 nChanged 113
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Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 4266 members 
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	Iteration 58Q: 3 clusters Score -1866878 nChanged 106
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Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 4160 members 
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	Iteration 59Q: 3 clusters Score -1866894 nChanged 105
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Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1866913 nChanged 95
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Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 3960 members 
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	Iteration 61Q: 3 clusters Score -1866928 nChanged 85
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Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 3875 members 
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	Iteration 62Q: 3 clusters Score -1866935 nChanged 86
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Mstep: Class 1 contains 33485 members 
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	Iteration 63Q: 3 clusters Score -1866954 nChanged 70
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Mstep: Class 1 contains 33555 members 
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	Iteration 64Q: 3 clusters Score -1866964 nChanged 63
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Mstep: Class 1 contains 33618 members 
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	Iteration 65Q: 3 clusters Score -1866974 nChanged 59
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Mstep: Class 1 contains 33675 members 
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	Iteration 66Q: 3 clusters Score -1866981 nChanged 59
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Mstep: Class 1 contains 33734 members 
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	Iteration 67Q: 3 clusters Score -1866988 nChanged 61
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Mstep: Class 1 contains 33795 members 
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	Iteration 68Q: 3 clusters Score -1866994 nChanged 55
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Mstep: Class 1 contains 33850 members 
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	Iteration 69Q: 3 clusters Score -1866994 nChanged 52
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Mstep: Class 1 contains 33902 members 
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	Iteration 70Q: 3 clusters Score -1867006 nChanged 55
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Mstep: Class 1 contains 33957 members 
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	Iteration 71Q: 3 clusters Score -1867012 nChanged 63
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Mstep: Class 1 contains 34020 members 
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	Iteration 72Q: 3 clusters Score -1867021 nChanged 55
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Mstep: Class 1 contains 34075 members 
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	Iteration 73Q: 3 clusters Score -1867030 nChanged 51
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Mstep: Class 1 contains 34126 members 
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	Iteration 74Q: 3 clusters Score -1867040 nChanged 59
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Mstep: Class 1 contains 34183 members 
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	Iteration 75Q: 3 clusters Score -1867046 nChanged 57
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Mstep: Class 1 contains 34240 members 
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	Iteration 76Q: 3 clusters Score -1867059 nChanged 54
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Mstep: Class 1 contains 34292 members 
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	Iteration 77Q: 3 clusters Score -1867069 nChanged 36
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Mstep: Class 1 contains 34326 members 
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	Iteration 78Q: 3 clusters Score -1867072 nChanged 24
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Mstep: Class 1 contains 34348 members 
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	Iteration 79Q: 3 clusters Score -1867079 nChanged 22
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Mstep: Class 1 contains 34368 members 
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	Iteration 80F: 3 clusters Score -1867078 nChanged 17
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Mstep: Class 1 contains 34381 members 
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	Iteration 81Q: 3 clusters Score -1867082 nChanged 13
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Mstep: Class 1 contains 34392 members 
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	Iteration 82Q: 3 clusters Score -1867081 nChanged 11
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Mstep: Class 1 contains 34403 members 
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	Iteration 83Q: 3 clusters Score -1867083 nChanged 10
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Mstep: Class 1 contains 34413 members 
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	Iteration 84Q: 3 clusters Score -1867082 nChanged 10
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Mstep: Class 1 contains 34423 members 
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	Iteration 85Q: 3 clusters Score -1867081 nChanged 10
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Mstep: Class 1 contains 34433 members 
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	Iteration 86Q: 3 clusters Score -1867083 nChanged 11
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Mstep: Class 1 contains 34444 members 
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	Iteration 87Q: 3 clusters Score -1867083 nChanged 15
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Mstep: Class 1 contains 34459 members 
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	Iteration 88Q: 3 clusters Score -1867078 nChanged 16
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	Iteration 89Q: 3 clusters Score -1867082 nChanged 17
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Mstep: Class 1 contains 34492 members 
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	Iteration 90Q: 3 clusters Score -1867088 nChanged 16
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Mstep: Class 1 contains 34508 members 
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	Iteration 91Q: 3 clusters Score -1867088 nChanged 20
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	Iteration 92Q: 3 clusters Score -1867089 nChanged 16
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	Iteration 93Q: 3 clusters Score -1867090 nChanged 18
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	Iteration 94Q: 3 clusters Score -1867092 nChanged 12
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Mstep: Class 1 contains 34574 members 
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	Iteration 95Q: 3 clusters Score -1867090 nChanged 12
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Mstep: Class 1 contains 34586 members 
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	Iteration 96Q: 3 clusters Score -1867091 nChanged 11
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	Iteration 97Q: 3 clusters Score -1867095 nChanged 15
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Mstep: Class 1 contains 34608 members 
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	Iteration 98Q: 3 clusters Score -1867098 nChanged 14
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	Iteration 99Q: 3 clusters Score -1867095 nChanged 16
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	Iteration 100F: 3 clusters Score -1867103 nChanged 18
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	Iteration 101Q: 3 clusters Score -1867106 nChanged 17
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	Iteration 102Q: 3 clusters Score -1867112 nChanged 12
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	Iteration 103Q: 3 clusters Score -1867115 nChanged 9
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	Iteration 104Q: 3 clusters Score -1867116 nChanged 5
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	Iteration 105Q: 3 clusters Score -1867115 nChanged 4
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	Iteration 106Q: 3 clusters Score -1867115 nChanged 7
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	Iteration 107Q: 3 clusters Score -1867114 nChanged 5
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	Iteration 108Q: 3 clusters Score -1867114 nChanged 5
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	Iteration 109Q: 3 clusters Score -1867116 nChanged 5
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	Iteration 110Q: 3 clusters Score -1867114 nChanged 6
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	Iteration 111Q: 3 clusters Score -1867118 nChanged 6
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	Iteration 112Q: 3 clusters Score -1867119 nChanged 6
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	Iteration 113Q: 3 clusters Score -1867118 nChanged 5
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	Iteration 114Q: 3 clusters Score -1867118 nChanged 3
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	Iteration 115Q: 3 clusters Score -1867120 nChanged 4
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Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1867120.125000 Penalty: 3420.966797
	Iteration 116Q: 3 clusters Score -1867120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1867121.125000 Penalty: 3420.966797
	Iteration 117Q: 3 clusters Score -1867121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1867121.125000 Penalty: 3420.966797
	Iteration 118Q: 3 clusters Score -1867121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1867123.875000 Penalty: 3420.966797
	Iteration 119Q: 3 clusters Score -1867124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1867122.625000 Penalty: 3420.966797
	Iteration 120F: 3 clusters Score -1867123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1867120.875000 Penalty: 3420.966797
	Iteration 121Q: 3 clusters Score -1867121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1867120.875000 Penalty: 3420.966797
	Iteration 122F: 3 clusters Score -1867121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Entering Unmasked Estep 
Score: -774784.250000 Penalty: 1581.380371
	Iteration 0F: 2 clusters Score -774784.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -763232.500000 Penalty: 3162.760742
	Iteration 0F: 3 clusters Score -763232.5 nChanged 7562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -767526.250000 Penalty: 3162.760742
	Iteration 1F: 3 clusters Score -767526.2 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -767996.187500 Penalty: 3162.760742
	Iteration 2F: 3 clusters Score -767996.2 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -768436.562500 Penalty: 3162.760742
	Iteration 3F: 3 clusters Score -768436.6 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -768861.687500 Penalty: 3162.760742
	Iteration 4F: 3 clusters Score -768861.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -769293.562500 Penalty: 3162.760742
	Iteration 5Q: 3 clusters Score -769293.6 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -769777.125000 Penalty: 3162.760742
	Iteration 6F: 3 clusters Score -769777.1 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -770298.625000 Penalty: 3162.760742
	Iteration 7F: 3 clusters Score -770298.6 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -770851.625000 Penalty: 3162.760742
	Iteration 8Q: 3 clusters Score -770851.6 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -771436.312500 Penalty: 3162.760742
	Iteration 9Q: 3 clusters Score -771436.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -772005.125000 Penalty: 3162.760742
	Iteration 10Q: 3 clusters Score -772005.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -772498.812500 Penalty: 3162.760742
	Iteration 11Q: 3 clusters Score -772498.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -772831.625000 Penalty: 3162.760742
	Iteration 12Q: 3 clusters Score -772831.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -773085.312500 Penalty: 3162.760742
	Iteration 13Q: 3 clusters Score -773085.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -773231.625000 Penalty: 3162.760742
	Iteration 14Q: 3 clusters Score -773231.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -773301.312500 Penalty: 3162.760742
	Iteration 15Q: 3 clusters Score -773301.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -773342.437500 Penalty: 3162.760742
	Iteration 16Q: 3 clusters Score -773342.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -773383.750000 Penalty: 3162.760742
	Iteration 17Q: 3 clusters Score -773383.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -773411.937500 Penalty: 3162.760742
	Iteration 18Q: 3 clusters Score -773411.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -773440.000000 Penalty: 3162.760742
	Iteration 19Q: 3 clusters Score -773440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -773461.937500 Penalty: 3162.760742
	Iteration 20F: 3 clusters Score -773461.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -773472.625000 Penalty: 3162.760742
	Iteration 21Q: 3 clusters Score -773472.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -773476.625000 Penalty: 3162.760742
	Iteration 22Q: 3 clusters Score -773476.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -773479.750000 Penalty: 3162.760742
	Iteration 23Q: 3 clusters Score -773479.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -773479.562500 Penalty: 3162.760742
	Iteration 24Q: 3 clusters Score -773479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -773479.812500 Penalty: 3162.760742
	Iteration 25Q: 3 clusters Score -773479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -773484.312500 Penalty: 3162.760742
	Iteration 26Q: 3 clusters Score -773484.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -773490.500000 Penalty: 3162.760742
	Iteration 27Q: 3 clusters Score -773490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -773493.312500 Penalty: 3162.760742
	Iteration 28Q: 3 clusters Score -773493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -773495.000000 Penalty: 3162.760742
	Iteration 29Q: 3 clusters Score -773495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -773498.312500 Penalty: 3162.760742
	Iteration 30Q: 3 clusters Score -773498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -773498.812500 Penalty: 3162.760742
	Iteration 31Q: 3 clusters Score -773498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -773500.000000 Penalty: 3162.760742
	Iteration 32Q: 3 clusters Score -773500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -773501.250000 Penalty: 3162.760742
	Iteration 33Q: 3 clusters Score -773501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -773503.875000 Penalty: 3162.760742
	Iteration 34Q: 3 clusters Score -773503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -773504.687500 Penalty: 3162.760742
	Iteration 35Q: 3 clusters Score -773504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -773505.125000 Penalty: 3162.760742
	Iteration 36Q: 3 clusters Score -773505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -773506.375000 Penalty: 3162.760742
	Iteration 37Q: 3 clusters Score -773506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -773506.375000 Penalty: 3162.760742
	Iteration 38F: 3 clusters Score -773506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -96145.757812 Penalty: 1270.886597
	Iteration 0F: 2 clusters Score -96145.76 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 1263 members 
Entering Unmasked Estep 
Score: -93778.789062 Penalty: 2541.773193
	Iteration 0F: 3 clusters Score -93778.79 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -94463.445312 Penalty: 2541.773193
	Iteration 1F: 3 clusters Score -94463.45 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -94707.367188 Penalty: 2541.773193
	Iteration 2F: 3 clusters Score -94707.37 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -94973.445312 Penalty: 2541.773193
	Iteration 3F: 3 clusters Score -94973.45 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -95260.390625 Penalty: 2541.773193
	Iteration 4F: 3 clusters Score -95260.39 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -95501.023438 Penalty: 2541.773193
	Iteration 5F: 3 clusters Score -95501.02 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -95696.343750 Penalty: 2541.773193
	Iteration 6F: 3 clusters Score -95696.34 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -95815.726562 Penalty: 2541.773193
	Iteration 7Q: 3 clusters Score -95815.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -95931.718750 Penalty: 2541.773193
	Iteration 8Q: 3 clusters Score -95931.72 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -96051.195312 Penalty: 2541.773193
	Iteration 9Q: 3 clusters Score -96051.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -96147.562500 Penalty: 2541.773193
	Iteration 10Q: 3 clusters Score -96147.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -96211.039062 Penalty: 2541.773193
	Iteration 11Q: 3 clusters Score -96211.04 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -96275.757812 Penalty: 2541.773193
	Iteration 12Q: 3 clusters Score -96275.76 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -96344.906250 Penalty: 2541.773193
	Iteration 13Q: 3 clusters Score -96344.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -96409.968750 Penalty: 2541.773193
	Iteration 14Q: 3 clusters Score -96409.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -96451.765625 Penalty: 2541.773193
	Iteration 15Q: 3 clusters Score -96451.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -96492.273438 Penalty: 2541.773193
	Iteration 16Q: 3 clusters Score -96492.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -96527.031250 Penalty: 2541.773193
	Iteration 17Q: 3 clusters Score -96527.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -96553.640625 Penalty: 2541.773193
	Iteration 18Q: 3 clusters Score -96553.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -96574.117188 Penalty: 2541.773193
	Iteration 19Q: 3 clusters Score -96574.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -96582.937500 Penalty: 2541.773193
	Iteration 20F: 3 clusters Score -96582.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -96588.468750 Penalty: 2541.773193
	Iteration 21Q: 3 clusters Score -96588.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -96594.335938 Penalty: 2541.773193
	Iteration 22Q: 3 clusters Score -96594.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -96596.687500 Penalty: 2541.773193
	Iteration 23Q: 3 clusters Score -96596.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -96599.085938 Penalty: 2541.773193
	Iteration 24Q: 3 clusters Score -96599.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -96601.046875 Penalty: 2541.773193
	Iteration 25Q: 3 clusters Score -96601.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -96601.632812 Penalty: 2541.773193
	Iteration 26Q: 3 clusters Score -96601.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -96601.726562 Penalty: 2541.773193
	Iteration 27Q: 3 clusters Score -96601.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -96601.726562 Penalty: 2541.773193
	Iteration 28F: 3 clusters Score -96601.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37274 members 
Mstep: Class 6 contains 16841 members 
Mstep: Class 7 contains 1705 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 787 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 17 contains 380769 members 
Mstep: Class 18 contains 32636 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 36523 members 
Mstep: Class 23 contains 9874 members 
Entering Unmasked Estep 
Score: -28196702.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28197114.000000 to -28196702.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -83165.562500 Penalty: 1216.847778
	Iteration 0F: 2 clusters Score -83165.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -81192.078125 Penalty: 2433.695557
	Iteration 0F: 3 clusters Score -81192.08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -81525.234375 Penalty: 2433.695557
	Iteration 1F: 3 clusters Score -81525.23 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -81628.210938 Penalty: 2433.695557
	Iteration 2F: 3 clusters Score -81628.21 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -81705.953125 Penalty: 2433.695557
	Iteration 3F: 3 clusters Score -81705.95 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -81756.343750 Penalty: 2433.695557
	Iteration 4Q: 3 clusters Score -81756.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -81787.992188 Penalty: 2433.695557
	Iteration 5Q: 3 clusters Score -81787.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -81817.593750 Penalty: 2433.695557
	Iteration 6Q: 3 clusters Score -81817.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -81831.437500 Penalty: 2433.695557
	Iteration 7Q: 3 clusters Score -81831.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -81835.734375 Penalty: 2433.695557
	Iteration 8Q: 3 clusters Score -81835.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -81837.312500 Penalty: 2433.695557
	Iteration 9Q: 3 clusters Score -81837.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -81838.468750 Penalty: 2433.695557
	Iteration 10Q: 3 clusters Score -81838.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -81838.804688 Penalty: 2433.695557
	Iteration 11Q: 3 clusters Score -81838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -81839.218750 Penalty: 2433.695557
	Iteration 12Q: 3 clusters Score -81839.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -81840.109375 Penalty: 2433.695557
	Iteration 13Q: 3 clusters Score -81840.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -81841.437500 Penalty: 2433.695557
	Iteration 14Q: 3 clusters Score -81841.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -81842.437500 Penalty: 2433.695557
	Iteration 15Q: 3 clusters Score -81842.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -81843.507812 Penalty: 2433.695557
	Iteration 16Q: 3 clusters Score -81843.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -81844.804688 Penalty: 2433.695557
	Iteration 17Q: 3 clusters Score -81844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -81846.062500 Penalty: 2433.695557
	Iteration 18Q: 3 clusters Score -81846.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -81849.617188 Penalty: 2433.695557
	Iteration 19Q: 3 clusters Score -81849.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -81853.625000 Penalty: 2433.695557
	Iteration 20F: 3 clusters Score -81853.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -81856.367188 Penalty: 2433.695557
	Iteration 21Q: 3 clusters Score -81856.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -81859.515625 Penalty: 2433.695557
	Iteration 22Q: 3 clusters Score -81859.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -81862.796875 Penalty: 2433.695557
	Iteration 23Q: 3 clusters Score -81862.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -81865.625000 Penalty: 2433.695557
	Iteration 24Q: 3 clusters Score -81865.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -81868.039062 Penalty: 2433.695557
	Iteration 25Q: 3 clusters Score -81868.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -81870.093750 Penalty: 2433.695557
	Iteration 26Q: 3 clusters Score -81870.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -81874.687500 Penalty: 2433.695557
	Iteration 27Q: 3 clusters Score -81874.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -81877.429688 Penalty: 2433.695557
	Iteration 28Q: 3 clusters Score -81877.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -81879.812500 Penalty: 2433.695557
	Iteration 29Q: 3 clusters Score -81879.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -81882.093750 Penalty: 2433.695557
	Iteration 30Q: 3 clusters Score -81882.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -81883.210938 Penalty: 2433.695557
	Iteration 31Q: 3 clusters Score -81883.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -81885.046875 Penalty: 2433.695557
	Iteration 32Q: 3 clusters Score -81885.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -81885.656250 Penalty: 2433.695557
	Iteration 33Q: 3 clusters Score -81885.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -81886.726562 Penalty: 2433.695557
	Iteration 34Q: 3 clusters Score -81886.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -81887.671875 Penalty: 2433.695557
	Iteration 35Q: 3 clusters Score -81887.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -81888.937500 Penalty: 2433.695557
	Iteration 36Q: 3 clusters Score -81888.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -81889.820312 Penalty: 2433.695557
	Iteration 37Q: 3 clusters Score -81889.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -81890.507812 Penalty: 2433.695557
	Iteration 38Q: 3 clusters Score -81890.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -81891.218750 Penalty: 2433.695557
	Iteration 39Q: 3 clusters Score -81891.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -81892.054688 Penalty: 2433.695557
	Iteration 40F: 3 clusters Score -81892.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -81892.718750 Penalty: 2433.695557
	Iteration 41Q: 3 clusters Score -81892.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -81893.500000 Penalty: 2433.695557
	Iteration 42Q: 3 clusters Score -81893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -81893.851562 Penalty: 2433.695557
	Iteration 43Q: 3 clusters Score -81893.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -81894.265625 Penalty: 2433.695557
	Iteration 44Q: 3 clusters Score -81894.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -81895.617188 Penalty: 2433.695557
	Iteration 45Q: 3 clusters Score -81895.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -81896.257812 Penalty: 2433.695557
	Iteration 46Q: 3 clusters Score -81896.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -81897.468750 Penalty: 2433.695557
	Iteration 47Q: 3 clusters Score -81897.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -81898.734375 Penalty: 2433.695557
	Iteration 48Q: 3 clusters Score -81898.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -81900.335938 Penalty: 2433.695557
	Iteration 49Q: 3 clusters Score -81900.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -81900.546875 Penalty: 2433.695557
	Iteration 50Q: 3 clusters Score -81900.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -81900.546875 Penalty: 2433.695557
	Iteration 51F: 3 clusters Score -81900.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -50870.375000 Penalty: 1130.593384
	Iteration 0F: 2 clusters Score -50870.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -49419.589844 Penalty: 2261.186768
	Iteration 0F: 3 clusters Score -49419.59 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -49660.824219 Penalty: 2261.186768
	Iteration 1F: 3 clusters Score -49660.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -49716.523438 Penalty: 2261.186768
	Iteration 2F: 3 clusters Score -49716.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -49753.941406 Penalty: 2261.186768
	Iteration 3Q: 3 clusters Score -49753.94 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -49781.554688 Penalty: 2261.186768
	Iteration 4Q: 3 clusters Score -49781.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -49799.066406 Penalty: 2261.186768
	Iteration 5Q: 3 clusters Score -49799.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -49823.082031 Penalty: 2261.186768
	Iteration 6Q: 3 clusters Score -49823.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -49857.343750 Penalty: 2261.186768
	Iteration 7Q: 3 clusters Score -49857.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -49895.734375 Penalty: 2261.186768
	Iteration 8Q: 3 clusters Score -49895.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -50001.917969 Penalty: 2261.186768
	Iteration 9Q: 3 clusters Score -50001.92 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -50161.773438 Penalty: 2261.186768
	Iteration 10F: 3 clusters Score -50161.77 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -50257.425781 Penalty: 2261.186768
	Iteration 11F: 3 clusters Score -50257.43 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50326.339844 Penalty: 2261.186768
	Iteration 12Q: 3 clusters Score -50326.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50357.628906 Penalty: 2261.186768
	Iteration 13Q: 3 clusters Score -50357.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50367.976562 Penalty: 2261.186768
	Iteration 14Q: 3 clusters Score -50367.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50371.187500 Penalty: 2261.186768
	Iteration 15Q: 3 clusters Score -50371.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50376.074219 Penalty: 2261.186768
	Iteration 16Q: 3 clusters Score -50376.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50378.863281 Penalty: 2261.186768
	Iteration 17Q: 3 clusters Score -50378.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -50380.648438 Penalty: 2261.186768
	Iteration 18Q: 3 clusters Score -50380.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50381.652344 Penalty: 2261.186768
	Iteration 19Q: 3 clusters Score -50381.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50384.054688 Penalty: 2261.186768
	Iteration 20F: 3 clusters Score -50384.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50388.675781 Penalty: 2261.186768
	Iteration 21Q: 3 clusters Score -50388.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -50393.917969 Penalty: 2261.186768
	Iteration 22Q: 3 clusters Score -50393.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -50399.867188 Penalty: 2261.186768
	Iteration 23Q: 3 clusters Score -50399.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -50401.554688 Penalty: 2261.186768
	Iteration 24Q: 3 clusters Score -50401.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50403.000000 Penalty: 2261.186768
	Iteration 25Q: 3 clusters Score -50403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50404.242188 Penalty: 2261.186768
	Iteration 26Q: 3 clusters Score -50404.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50405.421875 Penalty: 2261.186768
	Iteration 27Q: 3 clusters Score -50405.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50405.421875 Penalty: 2261.186768
	Iteration 28F: 3 clusters Score -50405.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Entering Unmasked Estep 
Score: -448417.656250 Penalty: 1486.608276
	Iteration 0F: 2 clusters Score -448417.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -441545.906250 Penalty: 2973.216553
	Iteration 0F: 3 clusters Score -441545.9 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -443714.375000 Penalty: 2973.216553
	Iteration 1F: 3 clusters Score -443714.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -444056.906250 Penalty: 2973.216553
	Iteration 2F: 3 clusters Score -444056.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -444413.593750 Penalty: 2973.216553
	Iteration 3F: 3 clusters Score -444413.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -444800.000000 Penalty: 2973.216553
	Iteration 4F: 3 clusters Score -444800 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -445207.843750 Penalty: 2973.216553
	Iteration 5F: 3 clusters Score -445207.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -445605.250000 Penalty: 2973.216553
	Iteration 6F: 3 clusters Score -445605.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -445972.031250 Penalty: 2973.216553
	Iteration 7F: 3 clusters Score -445972 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -446256.218750 Penalty: 2973.216553
	Iteration 8Q: 3 clusters Score -446256.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -446515.718750 Penalty: 2973.216553
	Iteration 9Q: 3 clusters Score -446515.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -446706.406250 Penalty: 2973.216553
	Iteration 10Q: 3 clusters Score -446706.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -446839.156250 Penalty: 2973.216553
	Iteration 11Q: 3 clusters Score -446839.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -446925.468750 Penalty: 2973.216553
	Iteration 12Q: 3 clusters Score -446925.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -446990.250000 Penalty: 2973.216553
	Iteration 13Q: 3 clusters Score -446990.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -447050.000000 Penalty: 2973.216553
	Iteration 14Q: 3 clusters Score -447050 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -447116.750000 Penalty: 2973.216553
	Iteration 15Q: 3 clusters Score -447116.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -447205.593750 Penalty: 2973.216553
	Iteration 16Q: 3 clusters Score -447205.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -447316.343750 Penalty: 2973.216553
	Iteration 17Q: 3 clusters Score -447316.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -447391.781250 Penalty: 2973.216553
	Iteration 18Q: 3 clusters Score -447391.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -447440.906250 Penalty: 2973.216553
	Iteration 19Q: 3 clusters Score -447440.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -447469.593750 Penalty: 2973.216553
	Iteration 20F: 3 clusters Score -447469.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -447484.218750 Penalty: 2973.216553
	Iteration 21Q: 3 clusters Score -447484.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -447495.437500 Penalty: 2973.216553
	Iteration 22Q: 3 clusters Score -447495.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -447502.031250 Penalty: 2973.216553
	Iteration 23Q: 3 clusters Score -447502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -447508.218750 Penalty: 2973.216553
	Iteration 24Q: 3 clusters Score -447508.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -447516.656250 Penalty: 2973.216553
	Iteration 25Q: 3 clusters Score -447516.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -447522.343750 Penalty: 2973.216553
	Iteration 26Q: 3 clusters Score -447522.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -447528.281250 Penalty: 2973.216553
	Iteration 27Q: 3 clusters Score -447528.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -447532.031250 Penalty: 2973.216553
	Iteration 28Q: 3 clusters Score -447532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -447533.312500 Penalty: 2973.216553
	Iteration 29Q: 3 clusters Score -447533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -447533.000000 Penalty: 2973.216553
	Iteration 30Q: 3 clusters Score -447533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -447533.000000 Penalty: 2973.216553
	Iteration 31F: 3 clusters Score -447533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Entering Unmasked Estep 
Score: -576161.500000 Penalty: 1532.067749
	Iteration 0F: 2 clusters Score -576161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -567402.125000 Penalty: 3064.135498
	Iteration 0F: 3 clusters Score -567402.1 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -570311.625000 Penalty: 3064.135498
	Iteration 1F: 3 clusters Score -570311.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -570644.562500 Penalty: 3064.135498
	Iteration 2F: 3 clusters Score -570644.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -570951.687500 Penalty: 3064.135498
	Iteration 3F: 3 clusters Score -570951.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -571270.625000 Penalty: 3064.135498
	Iteration 4Q: 3 clusters Score -571270.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -571663.875000 Penalty: 3064.135498
	Iteration 5F: 3 clusters Score -571663.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -572074.937500 Penalty: 3064.135498
	Iteration 6F: 3 clusters Score -572074.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -572479.187500 Penalty: 3064.135498
	Iteration 7F: 3 clusters Score -572479.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -572866.312500 Penalty: 3064.135498
	Iteration 8F: 3 clusters Score -572866.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -573193.375000 Penalty: 3064.135498
	Iteration 9Q: 3 clusters Score -573193.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -573449.500000 Penalty: 3064.135498
	Iteration 10Q: 3 clusters Score -573449.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -573639.125000 Penalty: 3064.135498
	Iteration 11Q: 3 clusters Score -573639.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -573780.187500 Penalty: 3064.135498
	Iteration 12Q: 3 clusters Score -573780.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -573875.000000 Penalty: 3064.135498
	Iteration 13Q: 3 clusters Score -573875 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -573929.750000 Penalty: 3064.135498
	Iteration 14Q: 3 clusters Score -573929.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -573970.062500 Penalty: 3064.135498
	Iteration 15Q: 3 clusters Score -573970.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -574002.562500 Penalty: 3064.135498
	Iteration 16Q: 3 clusters Score -574002.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -574025.937500 Penalty: 3064.135498
	Iteration 17Q: 3 clusters Score -574025.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -574042.187500 Penalty: 3064.135498
	Iteration 18Q: 3 clusters Score -574042.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -574058.812500 Penalty: 3064.135498
	Iteration 19Q: 3 clusters Score -574058.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -574075.000000 Penalty: 3064.135498
	Iteration 20F: 3 clusters Score -574075 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -574088.000000 Penalty: 3064.135498
	Iteration 21Q: 3 clusters Score -574088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -574101.312500 Penalty: 3064.135498
	Iteration 22Q: 3 clusters Score -574101.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -574115.000000 Penalty: 3064.135498
	Iteration 23Q: 3 clusters Score -574115 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -574127.000000 Penalty: 3064.135498
	Iteration 24Q: 3 clusters Score -574127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -574136.375000 Penalty: 3064.135498
	Iteration 25Q: 3 clusters Score -574136.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -574147.500000 Penalty: 3064.135498
	Iteration 26Q: 3 clusters Score -574147.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -574160.312500 Penalty: 3064.135498
	Iteration 27Q: 3 clusters Score -574160.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -574174.312500 Penalty: 3064.135498
	Iteration 28Q: 3 clusters Score -574174.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -574186.562500 Penalty: 3064.135498
	Iteration 29Q: 3 clusters Score -574186.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -574195.875000 Penalty: 3064.135498
	Iteration 30Q: 3 clusters Score -574195.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -574207.500000 Penalty: 3064.135498
	Iteration 31Q: 3 clusters Score -574207.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -574222.000000 Penalty: 3064.135498
	Iteration 32Q: 3 clusters Score -574222 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -574233.062500 Penalty: 3064.135498
	Iteration 33Q: 3 clusters Score -574233.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -574246.375000 Penalty: 3064.135498
	Iteration 34Q: 3 clusters Score -574246.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -574263.437500 Penalty: 3064.135498
	Iteration 35Q: 3 clusters Score -574263.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -574284.750000 Penalty: 3064.135498
	Iteration 36Q: 3 clusters Score -574284.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -574301.750000 Penalty: 3064.135498
	Iteration 37Q: 3 clusters Score -574301.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -574319.250000 Penalty: 3064.135498
	Iteration 38Q: 3 clusters Score -574319.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -574333.500000 Penalty: 3064.135498
	Iteration 39Q: 3 clusters Score -574333.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -574345.375000 Penalty: 3064.135498
	Iteration 40F: 3 clusters Score -574345.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -574356.125000 Penalty: 3064.135498
	Iteration 41Q: 3 clusters Score -574356.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -574371.875000 Penalty: 3064.135498
	Iteration 42Q: 3 clusters Score -574371.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -574385.437500 Penalty: 3064.135498
	Iteration 43Q: 3 clusters Score -574385.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -574403.687500 Penalty: 3064.135498
	Iteration 44Q: 3 clusters Score -574403.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -574420.687500 Penalty: 3064.135498
	Iteration 45Q: 3 clusters Score -574420.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -574430.937500 Penalty: 3064.135498
	Iteration 46Q: 3 clusters Score -574430.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -574442.375000 Penalty: 3064.135498
	Iteration 47Q: 3 clusters Score -574442.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -574449.687500 Penalty: 3064.135498
	Iteration 48Q: 3 clusters Score -574449.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -574456.875000 Penalty: 3064.135498
	Iteration 49Q: 3 clusters Score -574456.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -574465.187500 Penalty: 3064.135498
	Iteration 50Q: 3 clusters Score -574465.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -574480.125000 Penalty: 3064.135498
	Iteration 51Q: 3 clusters Score -574480.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -574499.250000 Penalty: 3064.135498
	Iteration 52Q: 3 clusters Score -574499.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -574524.500000 Penalty: 3064.135498
	Iteration 53Q: 3 clusters Score -574524.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -574557.625000 Penalty: 3064.135498
	Iteration 54Q: 3 clusters Score -574557.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -574587.312500 Penalty: 3064.135498
	Iteration 55Q: 3 clusters Score -574587.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -574621.875000 Penalty: 3064.135498
	Iteration 56Q: 3 clusters Score -574621.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -574655.062500 Penalty: 3064.135498
	Iteration 57Q: 3 clusters Score -574655.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -574700.000000 Penalty: 3064.135498
	Iteration 58Q: 3 clusters Score -574700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -574745.500000 Penalty: 3064.135498
	Iteration 59Q: 3 clusters Score -574745.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -574791.000000 Penalty: 3064.135498
	Iteration 60F: 3 clusters Score -574791 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -574824.000000 Penalty: 3064.135498
	Iteration 61Q: 3 clusters Score -574824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -574858.000000 Penalty: 3064.135498
	Iteration 62Q: 3 clusters Score -574858 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -574894.187500 Penalty: 3064.135498
	Iteration 63Q: 3 clusters Score -574894.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -574925.937500 Penalty: 3064.135498
	Iteration 64Q: 3 clusters Score -574925.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -574943.375000 Penalty: 3064.135498
	Iteration 65Q: 3 clusters Score -574943.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -574961.875000 Penalty: 3064.135498
	Iteration 66Q: 3 clusters Score -574961.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -574974.000000 Penalty: 3064.135498
	Iteration 67Q: 3 clusters Score -574974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -574987.437500 Penalty: 3064.135498
	Iteration 68Q: 3 clusters Score -574987.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -574998.625000 Penalty: 3064.135498
	Iteration 69Q: 3 clusters Score -574998.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -575003.375000 Penalty: 3064.135498
	Iteration 70Q: 3 clusters Score -575003.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -575011.250000 Penalty: 3064.135498
	Iteration 71Q: 3 clusters Score -575011.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -575017.375000 Penalty: 3064.135498
	Iteration 72Q: 3 clusters Score -575017.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -575024.937500 Penalty: 3064.135498
	Iteration 73Q: 3 clusters Score -575024.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -575029.437500 Penalty: 3064.135498
	Iteration 74Q: 3 clusters Score -575029.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -575035.687500 Penalty: 3064.135498
	Iteration 75Q: 3 clusters Score -575035.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -575038.812500 Penalty: 3064.135498
	Iteration 76Q: 3 clusters Score -575038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -575040.437500 Penalty: 3064.135498
	Iteration 77Q: 3 clusters Score -575040.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -575041.812500 Penalty: 3064.135498
	Iteration 78Q: 3 clusters Score -575041.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -575042.937500 Penalty: 3064.135498
	Iteration 79Q: 3 clusters Score -575042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -575043.562500 Penalty: 3064.135498
	Iteration 80F: 3 clusters Score -575043.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -575045.500000 Penalty: 3064.135498
	Iteration 81Q: 3 clusters Score -575045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -575047.437500 Penalty: 3064.135498
	Iteration 82Q: 3 clusters Score -575047.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -575048.500000 Penalty: 3064.135498
	Iteration 83Q: 3 clusters Score -575048.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -575052.750000 Penalty: 3064.135498
	Iteration 84Q: 3 clusters Score -575052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -575056.375000 Penalty: 3064.135498
	Iteration 85Q: 3 clusters Score -575056.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -575059.062500 Penalty: 3064.135498
	Iteration 86Q: 3 clusters Score -575059.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -575063.687500 Penalty: 3064.135498
	Iteration 87Q: 3 clusters Score -575063.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -575067.437500 Penalty: 3064.135498
	Iteration 88Q: 3 clusters Score -575067.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -575073.625000 Penalty: 3064.135498
	Iteration 89Q: 3 clusters Score -575073.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -575076.750000 Penalty: 3064.135498
	Iteration 90Q: 3 clusters Score -575076.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -575076.750000 Penalty: 3064.135498
	Iteration 91Q: 3 clusters Score -575076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -575078.000000 Penalty: 3064.135498
	Iteration 92Q: 3 clusters Score -575078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -575079.375000 Penalty: 3064.135498
	Iteration 93Q: 3 clusters Score -575079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -575079.312500 Penalty: 3064.135498
	Iteration 94Q: 3 clusters Score -575079.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -575083.187500 Penalty: 3064.135498
	Iteration 95Q: 3 clusters Score -575083.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -575085.000000 Penalty: 3064.135498
	Iteration 96Q: 3 clusters Score -575085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -575085.937500 Penalty: 3064.135498
	Iteration 97Q: 3 clusters Score -575085.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -575087.625000 Penalty: 3064.135498
	Iteration 98Q: 3 clusters Score -575087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -575088.437500 Penalty: 3064.135498
	Iteration 99Q: 3 clusters Score -575088.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -575088.937500 Penalty: 3064.135498
	Iteration 100F: 3 clusters Score -575088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -575090.437500 Penalty: 3064.135498
	Iteration 101Q: 3 clusters Score -575090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -575092.437500 Penalty: 3064.135498
	Iteration 102Q: 3 clusters Score -575092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -575093.312500 Penalty: 3064.135498
	Iteration 103Q: 3 clusters Score -575093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -575093.000000 Penalty: 3064.135498
	Iteration 104Q: 3 clusters Score -575093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -575093.000000 Penalty: 3064.135498
	Iteration 105Q: 3 clusters Score -575093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -575094.625000 Penalty: 3064.135498
	Iteration 106Q: 3 clusters Score -575094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -575094.500000 Penalty: 3064.135498
	Iteration 107Q: 3 clusters Score -575094.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -575095.312500 Penalty: 3064.135498
	Iteration 108Q: 3 clusters Score -575095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -575095.250000 Penalty: 3064.135498
	Iteration 109Q: 3 clusters Score -575095.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -575095.687500 Penalty: 3064.135498
	Iteration 110Q: 3 clusters Score -575095.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -575095.687500 Penalty: 3064.135498
	Iteration 111F: 3 clusters Score -575095.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -253907.093750 Penalty: 1397.420410
	Iteration 0F: 2 clusters Score -253907.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -249690.421875 Penalty: 2794.840820
	Iteration 0F: 3 clusters Score -249690.4 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -250963.484375 Penalty: 2794.840820
	Iteration 1F: 3 clusters Score -250963.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -251187.656250 Penalty: 2794.840820
	Iteration 2F: 3 clusters Score -251187.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -251404.750000 Penalty: 2794.840820
	Iteration 3F: 3 clusters Score -251404.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -251590.078125 Penalty: 2794.840820
	Iteration 4F: 3 clusters Score -251590.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -251717.031250 Penalty: 2794.840820
	Iteration 5Q: 3 clusters Score -251717 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -251811.578125 Penalty: 2794.840820
	Iteration 6Q: 3 clusters Score -251811.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -251898.250000 Penalty: 2794.840820
	Iteration 7Q: 3 clusters Score -251898.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -251980.078125 Penalty: 2794.840820
	Iteration 8Q: 3 clusters Score -251980.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -252039.468750 Penalty: 2794.840820
	Iteration 9Q: 3 clusters Score -252039.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -252083.218750 Penalty: 2794.840820
	Iteration 10Q: 3 clusters Score -252083.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -252127.937500 Penalty: 2794.840820
	Iteration 11Q: 3 clusters Score -252127.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -252160.906250 Penalty: 2794.840820
	Iteration 12Q: 3 clusters Score -252160.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -252185.078125 Penalty: 2794.840820
	Iteration 13Q: 3 clusters Score -252185.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -252210.843750 Penalty: 2794.840820
	Iteration 14Q: 3 clusters Score -252210.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -252242.093750 Penalty: 2794.840820
	Iteration 15Q: 3 clusters Score -252242.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -252278.875000 Penalty: 2794.840820
	Iteration 16Q: 3 clusters Score -252278.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -252328.437500 Penalty: 2794.840820
	Iteration 17Q: 3 clusters Score -252328.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -252385.078125 Penalty: 2794.840820
	Iteration 18Q: 3 clusters Score -252385.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -252437.265625 Penalty: 2794.840820
	Iteration 19Q: 3 clusters Score -252437.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -252489.781250 Penalty: 2794.840820
	Iteration 20F: 3 clusters Score -252489.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -252536.640625 Penalty: 2794.840820
	Iteration 21Q: 3 clusters Score -252536.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -252583.859375 Penalty: 2794.840820
	Iteration 22Q: 3 clusters Score -252583.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -252625.031250 Penalty: 2794.840820
	Iteration 23Q: 3 clusters Score -252625 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -252658.421875 Penalty: 2794.840820
	Iteration 24Q: 3 clusters Score -252658.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -252693.687500 Penalty: 2794.840820
	Iteration 25Q: 3 clusters Score -252693.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -252732.156250 Penalty: 2794.840820
	Iteration 26Q: 3 clusters Score -252732.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -252772.156250 Penalty: 2794.840820
	Iteration 27Q: 3 clusters Score -252772.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -252810.625000 Penalty: 2794.840820
	Iteration 28Q: 3 clusters Score -252810.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -252840.703125 Penalty: 2794.840820
	Iteration 29Q: 3 clusters Score -252840.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -252876.265625 Penalty: 2794.840820
	Iteration 30Q: 3 clusters Score -252876.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -252912.218750 Penalty: 2794.840820
	Iteration 31Q: 3 clusters Score -252912.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -252951.453125 Penalty: 2794.840820
	Iteration 32Q: 3 clusters Score -252951.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -252998.234375 Penalty: 2794.840820
	Iteration 33Q: 3 clusters Score -252998.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -253028.437500 Penalty: 2794.840820
	Iteration 34Q: 3 clusters Score -253028.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -253052.390625 Penalty: 2794.840820
	Iteration 35Q: 3 clusters Score -253052.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -253064.093750 Penalty: 2794.840820
	Iteration 36Q: 3 clusters Score -253064.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -253073.234375 Penalty: 2794.840820
	Iteration 37Q: 3 clusters Score -253073.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -253085.281250 Penalty: 2794.840820
	Iteration 38Q: 3 clusters Score -253085.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -253096.687500 Penalty: 2794.840820
	Iteration 39Q: 3 clusters Score -253096.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -253105.921875 Penalty: 2794.840820
	Iteration 40F: 3 clusters Score -253105.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -253111.515625 Penalty: 2794.840820
	Iteration 41Q: 3 clusters Score -253111.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -253114.671875 Penalty: 2794.840820
	Iteration 42Q: 3 clusters Score -253114.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -253117.937500 Penalty: 2794.840820
	Iteration 43Q: 3 clusters Score -253117.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -253123.546875 Penalty: 2794.840820
	Iteration 44Q: 3 clusters Score -253123.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -253126.015625 Penalty: 2794.840820
	Iteration 45Q: 3 clusters Score -253126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -253127.453125 Penalty: 2794.840820
	Iteration 46Q: 3 clusters Score -253127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -253129.671875 Penalty: 2794.840820
	Iteration 47Q: 3 clusters Score -253129.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -253132.906250 Penalty: 2794.840820
	Iteration 48Q: 3 clusters Score -253132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -253132.687500 Penalty: 2794.840820
	Iteration 49Q: 3 clusters Score -253132.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -253133.781250 Penalty: 2794.840820
	Iteration 50Q: 3 clusters Score -253133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -253135.515625 Penalty: 2794.840820
	Iteration 51Q: 3 clusters Score -253135.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -253137.171875 Penalty: 2794.840820
	Iteration 52Q: 3 clusters Score -253137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -253139.281250 Penalty: 2794.840820
	Iteration 53Q: 3 clusters Score -253139.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -253140.796875 Penalty: 2794.840820
	Iteration 54Q: 3 clusters Score -253140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -253142.359375 Penalty: 2794.840820
	Iteration 55Q: 3 clusters Score -253142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -253144.046875 Penalty: 2794.840820
	Iteration 56Q: 3 clusters Score -253144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -253144.687500 Penalty: 2794.840820
	Iteration 57Q: 3 clusters Score -253144.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -253146.015625 Penalty: 2794.840820
	Iteration 58Q: 3 clusters Score -253146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -253146.906250 Penalty: 2794.840820
	Iteration 59Q: 3 clusters Score -253146.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -253147.921875 Penalty: 2794.840820
	Iteration 60F: 3 clusters Score -253147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -253148.046875 Penalty: 2794.840820
	Iteration 61Q: 3 clusters Score -253148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -253148.046875 Penalty: 2794.840820
	Iteration 62F: 3 clusters Score -253148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Entering Unmasked Estep 
Score: -467729.906250 Penalty: 1484.747803
	Iteration 0F: 2 clusters Score -467729.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -460986.156250 Penalty: 2969.495605
	Iteration 0F: 3 clusters Score -460986.2 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -463074.687500 Penalty: 2969.495605
	Iteration 1F: 3 clusters Score -463074.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -463274.031250 Penalty: 2969.495605
	Iteration 2F: 3 clusters Score -463274 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -463436.718750 Penalty: 2969.495605
	Iteration 3Q: 3 clusters Score -463436.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -463563.031250 Penalty: 2969.495605
	Iteration 4Q: 3 clusters Score -463563 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -463674.500000 Penalty: 2969.495605
	Iteration 5Q: 3 clusters Score -463674.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -463785.906250 Penalty: 2969.495605
	Iteration 6Q: 3 clusters Score -463785.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -463908.312500 Penalty: 2969.495605
	Iteration 7Q: 3 clusters Score -463908.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -464047.968750 Penalty: 2969.495605
	Iteration 8Q: 3 clusters Score -464048 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -464221.343750 Penalty: 2969.495605
	Iteration 9Q: 3 clusters Score -464221.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -464422.781250 Penalty: 2969.495605
	Iteration 10Q: 3 clusters Score -464422.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -464696.343750 Penalty: 2969.495605
	Iteration 11Q: 3 clusters Score -464696.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -464999.468750 Penalty: 2969.495605
	Iteration 12Q: 3 clusters Score -464999.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -465353.625000 Penalty: 2969.495605
	Iteration 13Q: 3 clusters Score -465353.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -465708.343750 Penalty: 2969.495605
	Iteration 14Q: 3 clusters Score -465708.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -465971.062500 Penalty: 2969.495605
	Iteration 15Q: 3 clusters Score -465971.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -466162.968750 Penalty: 2969.495605
	Iteration 16Q: 3 clusters Score -466163 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -466276.531250 Penalty: 2969.495605
	Iteration 17Q: 3 clusters Score -466276.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -466354.343750 Penalty: 2969.495605
	Iteration 18Q: 3 clusters Score -466354.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -466407.312500 Penalty: 2969.495605
	Iteration 19Q: 3 clusters Score -466407.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -466425.093750 Penalty: 2969.495605
	Iteration 20F: 3 clusters Score -466425.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -466440.656250 Penalty: 2969.495605
	Iteration 21Q: 3 clusters Score -466440.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -466456.093750 Penalty: 2969.495605
	Iteration 22Q: 3 clusters Score -466456.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -466467.250000 Penalty: 2969.495605
	Iteration 23Q: 3 clusters Score -466467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -466477.000000 Penalty: 2969.495605
	Iteration 24Q: 3 clusters Score -466477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -466484.687500 Penalty: 2969.495605
	Iteration 25Q: 3 clusters Score -466484.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -466491.093750 Penalty: 2969.495605
	Iteration 26Q: 3 clusters Score -466491.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -466494.968750 Penalty: 2969.495605
	Iteration 27Q: 3 clusters Score -466495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -466502.468750 Penalty: 2969.495605
	Iteration 28Q: 3 clusters Score -466502.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -466510.406250 Penalty: 2969.495605
	Iteration 29Q: 3 clusters Score -466510.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -466516.250000 Penalty: 2969.495605
	Iteration 30Q: 3 clusters Score -466516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -466519.875000 Penalty: 2969.495605
	Iteration 31Q: 3 clusters Score -466519.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -466522.000000 Penalty: 2969.495605
	Iteration 32Q: 3 clusters Score -466522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -466523.000000 Penalty: 2969.495605
	Iteration 33Q: 3 clusters Score -466523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -466524.000000 Penalty: 2969.495605
	Iteration 34Q: 3 clusters Score -466524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -466524.000000 Penalty: 2969.495605
	Iteration 35F: 3 clusters Score -466524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (380769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380769 members 
Entering Unmasked Estep 
Score: -18978282.000000 Penalty: 2088.116455
	Iteration 0F: 2 clusters Score -1.897828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190466 members 
Mstep: Class 2 contains 190303 members 
Entering Unmasked Estep 
Score: -18720986.000000 Penalty: 4176.232910
	Iteration 0F: 3 clusters Score -1.872099e+07 nChanged 186265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187323 members 
Mstep: Class 2 contains 193446 members 
Entering Unmasked Estep 
Score: -18832760.000000 Penalty: 4176.232910
	Iteration 1F: 3 clusters Score -1.883276e+07 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184493 members 
Mstep: Class 2 contains 196276 members 
Entering Unmasked Estep 
Score: -18834816.000000 Penalty: 4176.232910
	Iteration 2Q: 3 clusters Score -1.883482e+07 nChanged 12025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180048 members 
Mstep: Class 2 contains 200721 members 
Entering Unmasked Estep 
Score: -18838228.000000 Penalty: 4176.232910
	Iteration 3Q: 3 clusters Score -1.883823e+07 nChanged 14851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173419 members 
Mstep: Class 2 contains 207350 members 
Entering Unmasked Estep 
Score: -18843166.000000 Penalty: 4176.232910
	Iteration 4Q: 3 clusters Score -1.884317e+07 nChanged 17866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164321 members 
Mstep: Class 2 contains 216448 members 
Entering Unmasked Estep 
Score: -18850172.000000 Penalty: 4176.232910
	Iteration 5Q: 3 clusters Score -1.885017e+07 nChanged 20527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 228375 members 
Entering Unmasked Estep 
Score: -18859578.000000 Penalty: 4176.232910
	Iteration 6F: 3 clusters Score -1.885958e+07 nChanged 22252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137920 members 
Mstep: Class 2 contains 242849 members 
Entering Unmasked Estep 
Score: -18870142.000000 Penalty: 4176.232910
	Iteration 7F: 3 clusters Score -1.887014e+07 nChanged 22744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 259761 members 
Entering Unmasked Estep 
Score: -18881864.000000 Penalty: 4176.232910
	Iteration 8F: 3 clusters Score -1.888186e+07 nChanged 22584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101600 members 
Mstep: Class 2 contains 279169 members 
Entering Unmasked Estep 
Score: -18894724.000000 Penalty: 4176.232910
	Iteration 9F: 3 clusters Score -1.889472e+07 nChanged 22631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 300698 members 
Entering Unmasked Estep 
Score: -18909960.000000 Penalty: 4176.232910
	Iteration 10F: 3 clusters Score -1.890996e+07 nChanged 23012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Mstep: Class 2 contains 323504 members 
Entering Unmasked Estep 
Score: -18927884.000000 Penalty: 4176.232910
	Iteration 11F: 3 clusters Score -1.892788e+07 nChanged 21464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 344950 members 
Entering Unmasked Estep 
Score: -18946294.000000 Penalty: 4176.232910
	Iteration 12F: 3 clusters Score -1.894629e+07 nChanged 16632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 361578 members 
Entering Unmasked Estep 
Score: -18961208.000000 Penalty: 4176.232910
	Iteration 13Q: 3 clusters Score -1.896121e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 371818 members 
Entering Unmasked Estep 
Score: -18970210.000000 Penalty: 4176.232910
	Iteration 14Q: 3 clusters Score -1.897021e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 376712 members 
Entering Unmasked Estep 
Score: -18974124.000000 Penalty: 4176.232910
	Iteration 15Q: 3 clusters Score -1.897412e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 378722 members 
Entering Unmasked Estep 
Score: -18975366.000000 Penalty: 4176.232910
	Iteration 16Q: 3 clusters Score -1.897537e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 379554 members 
Entering Unmasked Estep 
Score: -18976010.000000 Penalty: 4176.232910
	Iteration 17Q: 3 clusters Score -1.897601e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 379932 members 
Entering Unmasked Estep 
Score: -18976250.000000 Penalty: 4176.232910
	Iteration 18Q: 3 clusters Score -1.897625e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 380100 members 
Entering Unmasked Estep 
Score: -18976352.000000 Penalty: 4176.232910
	Iteration 19Q: 3 clusters Score -1.897635e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 380168 members 
Entering Unmasked Estep 
Score: -18976398.000000 Penalty: 4176.232910
	Iteration 20F: 3 clusters Score -1.89764e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 380208 members 
Entering Unmasked Estep 
Score: -18976424.000000 Penalty: 4176.232910
	Iteration 21Q: 3 clusters Score -1.897642e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 380231 members 
Entering Unmasked Estep 
Score: -18976438.000000 Penalty: 4176.232910
	Iteration 22Q: 3 clusters Score -1.897644e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 380248 members 
Entering Unmasked Estep 
Score: -18976414.000000 Penalty: 4176.232910
	Iteration 23Q: 3 clusters Score -1.897641e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 380253 members 
Entering Unmasked Estep 
Score: -18976438.000000 Penalty: 4176.232910
	Iteration 24Q: 3 clusters Score -1.897644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 380265 members 
Entering Unmasked Estep 
Score: -18976468.000000 Penalty: 4176.232910
	Iteration 25Q: 3 clusters Score -1.897647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 380273 members 
Entering Unmasked Estep 
Score: -18976472.000000 Penalty: 4176.232910
	Iteration 26Q: 3 clusters Score -1.897647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 380286 members 
Entering Unmasked Estep 
Score: -18976472.000000 Penalty: 4176.232910
	Iteration 27Q: 3 clusters Score -1.897647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 380295 members 
Entering Unmasked Estep 
Score: -18976476.000000 Penalty: 4176.232910
	Iteration 28Q: 3 clusters Score -1.897648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 380306 members 
Entering Unmasked Estep 
Score: -18976472.000000 Penalty: 4176.232910
	Iteration 29Q: 3 clusters Score -1.897647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 380315 members 
Entering Unmasked Estep 
Score: -18976506.000000 Penalty: 4176.232910
	Iteration 30Q: 3 clusters Score -1.897651e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 380324 members 
Entering Unmasked Estep 
Score: -18976506.000000 Penalty: 4176.232910
	Iteration 31Q: 3 clusters Score -1.897651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 380328 members 
Entering Unmasked Estep 
Score: -18976528.000000 Penalty: 4176.232910
	Iteration 32Q: 3 clusters Score -1.897653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 380331 members 
Entering Unmasked Estep 
Score: -18976548.000000 Penalty: 4176.232910
	Iteration 33Q: 3 clusters Score -1.897655e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 380334 members 
Entering Unmasked Estep 
Score: -18976546.000000 Penalty: 4176.232910
	Iteration 34Q: 3 clusters Score -1.897655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 380338 members 
Entering Unmasked Estep 
Score: -18976566.000000 Penalty: 4176.232910
	Iteration 35Q: 3 clusters Score -1.897657e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 380341 members 
Entering Unmasked Estep 
Score: -18976558.000000 Penalty: 4176.232910
	Iteration 36Q: 3 clusters Score -1.897656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 380345 members 
Entering Unmasked Estep 
Score: -18976570.000000 Penalty: 4176.232910
	Iteration 37Q: 3 clusters Score -1.897657e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 380351 members 
Entering Unmasked Estep 
Score: -18976564.000000 Penalty: 4176.232910
	Iteration 38Q: 3 clusters Score -1.897656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 380355 members 
Entering Unmasked Estep 
Score: -18976574.000000 Penalty: 4176.232910
	Iteration 39Q: 3 clusters Score -1.897657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 380359 members 
Entering Unmasked Estep 
Score: -18976564.000000 Penalty: 4176.232910
	Iteration 40F: 3 clusters Score -1.897656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 380360 members 
Entering Unmasked Estep 
Score: -18976570.000000 Penalty: 4176.232910
	Iteration 41Q: 3 clusters Score -1.897657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 380362 members 
Entering Unmasked Estep 
Score: -18976580.000000 Penalty: 4176.232910
	Iteration 42Q: 3 clusters Score -1.897658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 380364 members 
Entering Unmasked Estep 
Score: -18976584.000000 Penalty: 4176.232910
	Iteration 43Q: 3 clusters Score -1.897658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 380365 members 
Entering Unmasked Estep 
Score: -18976588.000000 Penalty: 4176.232910
	Iteration 44Q: 3 clusters Score -1.897659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 380368 members 
Entering Unmasked Estep 
Score: -18976576.000000 Penalty: 4176.232910
	Iteration 45Q: 3 clusters Score -1.897658e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 380370 members 
Entering Unmasked Estep 
Score: -18976578.000000 Penalty: 4176.232910
	Iteration 46Q: 3 clusters Score -1.897658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 380370 members 
Entering Unmasked Estep 
Score: -18976578.000000 Penalty: 4176.232910
	Iteration 47Q: 3 clusters Score -1.897658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 380372 members 
Entering Unmasked Estep 
Score: -18976586.000000 Penalty: 4176.232910
	Iteration 48Q: 3 clusters Score -1.897659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 380373 members 
Entering Unmasked Estep 
Score: -18976566.000000 Penalty: 4176.232910
	Iteration 49Q: 3 clusters Score -1.897657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 380373 members 
Entering Unmasked Estep 
Score: -18976566.000000 Penalty: 4176.232910
	Iteration 50F: 3 clusters Score -1.897657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Entering Unmasked Estep 
Score: -1664680.000000 Penalty: 1688.890381
	Iteration 0F: 2 clusters Score -1664680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1642796.750000 Penalty: 3377.780762
	Iteration 0F: 3 clusters Score -1642797 nChanged 15086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1651018.500000 Penalty: 3377.780762
	Iteration 1F: 3 clusters Score -1651018 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -1651388.000000 Penalty: 3377.780762
	Iteration 2Q: 3 clusters Score -1651388 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -1651758.250000 Penalty: 3377.780762
	Iteration 3Q: 3 clusters Score -1651758 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -1652259.750000 Penalty: 3377.780762
	Iteration 4Q: 3 clusters Score -1652260 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1652992.375000 Penalty: 3377.780762
	Iteration 5Q: 3 clusters Score -1652992 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -1654067.875000 Penalty: 3377.780762
	Iteration 6F: 3 clusters Score -1654068 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -1655682.000000 Penalty: 3377.780762
	Iteration 7F: 3 clusters Score -1655682 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -1657866.625000 Penalty: 3377.780762
	Iteration 8F: 3 clusters Score -1657867 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -1659978.875000 Penalty: 3377.780762
	Iteration 9F: 3 clusters Score -1659979 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -1661611.875000 Penalty: 3377.780762
	Iteration 10F: 3 clusters Score -1661612 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -1662502.000000 Penalty: 3377.780762
	Iteration 11Q: 3 clusters Score -1662502 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -1662909.125000 Penalty: 3377.780762
	Iteration 12Q: 3 clusters Score -1662909 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -1663057.750000 Penalty: 3377.780762
	Iteration 13Q: 3 clusters Score -1663058 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -1663102.625000 Penalty: 3377.780762
	Iteration 14Q: 3 clusters Score -1663103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -1663138.000000 Penalty: 3377.780762
	Iteration 15Q: 3 clusters Score -1663138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -1663162.125000 Penalty: 3377.780762
	Iteration 16Q: 3 clusters Score -1663162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -1663181.250000 Penalty: 3377.780762
	Iteration 17Q: 3 clusters Score -1663181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -1663181.875000 Penalty: 3377.780762
	Iteration 18Q: 3 clusters Score -1663182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -1663182.125000 Penalty: 3377.780762
	Iteration 19Q: 3 clusters Score -1663182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -1663184.375000 Penalty: 3377.780762
	Iteration 20F: 3 clusters Score -1663184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -1663188.750000 Penalty: 3377.780762
	Iteration 21Q: 3 clusters Score -1663189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -1663191.750000 Penalty: 3377.780762
	Iteration 22Q: 3 clusters Score -1663192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -1663193.250000 Penalty: 3377.780762
	Iteration 23Q: 3 clusters Score -1663193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -1663193.250000 Penalty: 3377.780762
	Iteration 24F: 3 clusters Score -1663193 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: -113981.539062 Penalty: 1262.866943
	Iteration 0F: 2 clusters Score -113981.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -111681.242188 Penalty: 2525.733887
	Iteration 0F: 3 clusters Score -111681.2 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -112185.757812 Penalty: 2525.733887
	Iteration 1F: 3 clusters Score -112185.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -112335.554688 Penalty: 2525.733887
	Iteration 2F: 3 clusters Score -112335.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -112409.007812 Penalty: 2525.733887
	Iteration 3F: 3 clusters Score -112409 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -112450.671875 Penalty: 2525.733887
	Iteration 4Q: 3 clusters Score -112450.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -112472.796875 Penalty: 2525.733887
	Iteration 5Q: 3 clusters Score -112472.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -112490.945312 Penalty: 2525.733887
	Iteration 6Q: 3 clusters Score -112490.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -112503.335938 Penalty: 2525.733887
	Iteration 7Q: 3 clusters Score -112503.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -112512.046875 Penalty: 2525.733887
	Iteration 8Q: 3 clusters Score -112512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -112522.632812 Penalty: 2525.733887
	Iteration 9Q: 3 clusters Score -112522.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -112533.476562 Penalty: 2525.733887
	Iteration 10Q: 3 clusters Score -112533.5 nChanged 20
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: -112543.710938 Penalty: 2525.733887
	Iteration 11Q: 3 clusters Score -112543.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -112555.570312 Penalty: 2525.733887
	Iteration 12Q: 3 clusters Score -112555.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -112564.117188 Penalty: 2525.733887
	Iteration 13Q: 3 clusters Score -112564.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -112574.617188 Penalty: 2525.733887
	Iteration 14Q: 3 clusters Score -112574.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -112585.859375 Penalty: 2525.733887
	Iteration 15Q: 3 clusters Score -112585.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -112594.570312 Penalty: 2525.733887
	Iteration 16Q: 3 clusters Score -112594.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -112603.976562 Penalty: 2525.733887
	Iteration 17Q: 3 clusters Score -112604 nChanged 17
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: -112611.429688 Penalty: 2525.733887
	Iteration 18Q: 3 clusters Score -112611.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -112615.976562 Penalty: 2525.733887
	Iteration 19Q: 3 clusters Score -112616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -112619.796875 Penalty: 2525.733887
	Iteration 20F: 3 clusters Score -112619.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -112623.851562 Penalty: 2525.733887
	Iteration 21Q: 3 clusters Score -112623.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -112625.031250 Penalty: 2525.733887
	Iteration 22Q: 3 clusters Score -112625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -112628.750000 Penalty: 2525.733887
	Iteration 23Q: 3 clusters Score -112628.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -112630.304688 Penalty: 2525.733887
	Iteration 24Q: 3 clusters Score -112630.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -112633.273438 Penalty: 2525.733887
	Iteration 25Q: 3 clusters Score -112633.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -112636.226562 Penalty: 2525.733887
	Iteration 26Q: 3 clusters Score -112636.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -112638.101562 Penalty: 2525.733887
	Iteration 27Q: 3 clusters Score -112638.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -112639.492188 Penalty: 2525.733887
	Iteration 28Q: 3 clusters Score -112639.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -112641.375000 Penalty: 2525.733887
	Iteration 29Q: 3 clusters Score -112641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -112643.585938 Penalty: 2525.733887
	Iteration 30Q: 3 clusters Score -112643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -112644.234375 Penalty: 2525.733887
	Iteration 31Q: 3 clusters Score -112644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -112644.500000 Penalty: 2525.733887
	Iteration 32Q: 3 clusters Score -112644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -112644.500000 Penalty: 2525.733887
	Iteration 33F: 3 clusters Score -112644.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -166549.843750 Penalty: 1313.941650
	Iteration 0F: 2 clusters Score -166549.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -163662.546875 Penalty: 2627.883301
	Iteration 0F: 3 clusters Score -163662.5 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -164399.906250 Penalty: 2627.883301
	Iteration 1F: 3 clusters Score -164399.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -164552.093750 Penalty: 2627.883301
	Iteration 2F: 3 clusters Score -164552.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -164637.265625 Penalty: 2627.883301
	Iteration 3Q: 3 clusters Score -164637.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -164705.406250 Penalty: 2627.883301
	Iteration 4Q: 3 clusters Score -164705.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -164764.359375 Penalty: 2627.883301
	Iteration 5Q: 3 clusters Score -164764.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -164804.531250 Penalty: 2627.883301
	Iteration 6Q: 3 clusters Score -164804.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -164829.703125 Penalty: 2627.883301
	Iteration 7Q: 3 clusters Score -164829.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -164861.171875 Penalty: 2627.883301
	Iteration 8Q: 3 clusters Score -164861.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -164883.421875 Penalty: 2627.883301
	Iteration 9Q: 3 clusters Score -164883.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -164907.328125 Penalty: 2627.883301
	Iteration 10Q: 3 clusters Score -164907.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -164924.500000 Penalty: 2627.883301
	Iteration 11Q: 3 clusters Score -164924.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -164941.343750 Penalty: 2627.883301
	Iteration 12Q: 3 clusters Score -164941.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -164959.937500 Penalty: 2627.883301
	Iteration 13Q: 3 clusters Score -164959.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -164972.718750 Penalty: 2627.883301
	Iteration 14Q: 3 clusters Score -164972.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -164985.656250 Penalty: 2627.883301
	Iteration 15Q: 3 clusters Score -164985.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -164997.718750 Penalty: 2627.883301
	Iteration 16Q: 3 clusters Score -164997.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -165010.125000 Penalty: 2627.883301
	Iteration 17Q: 3 clusters Score -165010.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -165022.828125 Penalty: 2627.883301
	Iteration 18Q: 3 clusters Score -165022.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -165033.359375 Penalty: 2627.883301
	Iteration 19Q: 3 clusters Score -165033.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -165049.203125 Penalty: 2627.883301
	Iteration 20F: 3 clusters Score -165049.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -165068.859375 Penalty: 2627.883301
	Iteration 21Q: 3 clusters Score -165068.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -165089.578125 Penalty: 2627.883301
	Iteration 22Q: 3 clusters Score -165089.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -165123.078125 Penalty: 2627.883301
	Iteration 23Q: 3 clusters Score -165123.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -165150.625000 Penalty: 2627.883301
	Iteration 24Q: 3 clusters Score -165150.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -165176.734375 Penalty: 2627.883301
	Iteration 25Q: 3 clusters Score -165176.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165207.468750 Penalty: 2627.883301
	Iteration 26Q: 3 clusters Score -165207.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -165239.234375 Penalty: 2627.883301
	Iteration 27Q: 3 clusters Score -165239.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165265.562500 Penalty: 2627.883301
	Iteration 28Q: 3 clusters Score -165265.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -165280.812500 Penalty: 2627.883301
	Iteration 29Q: 3 clusters Score -165280.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -165290.921875 Penalty: 2627.883301
	Iteration 30Q: 3 clusters Score -165290.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165301.875000 Penalty: 2627.883301
	Iteration 31Q: 3 clusters Score -165301.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -165311.656250 Penalty: 2627.883301
	Iteration 32Q: 3 clusters Score -165311.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -165321.406250 Penalty: 2627.883301
	Iteration 33Q: 3 clusters Score -165321.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -165328.453125 Penalty: 2627.883301
	Iteration 34Q: 3 clusters Score -165328.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -165335.062500 Penalty: 2627.883301
	Iteration 35Q: 3 clusters Score -165335.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -165339.921875 Penalty: 2627.883301
	Iteration 36Q: 3 clusters Score -165339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -165344.500000 Penalty: 2627.883301
	Iteration 37Q: 3 clusters Score -165344.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -165347.312500 Penalty: 2627.883301
	Iteration 38Q: 3 clusters Score -165347.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -165349.343750 Penalty: 2627.883301
	Iteration 39Q: 3 clusters Score -165349.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -165352.703125 Penalty: 2627.883301
	Iteration 40F: 3 clusters Score -165352.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -165355.156250 Penalty: 2627.883301
	Iteration 41Q: 3 clusters Score -165355.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -165355.953125 Penalty: 2627.883301
	Iteration 42Q: 3 clusters Score -165356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -165357.390625 Penalty: 2627.883301
	Iteration 43Q: 3 clusters Score -165357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -165360.171875 Penalty: 2627.883301
	Iteration 44Q: 3 clusters Score -165360.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165362.015625 Penalty: 2627.883301
	Iteration 45Q: 3 clusters Score -165362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -165363.968750 Penalty: 2627.883301
	Iteration 46Q: 3 clusters Score -165364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165364.437500 Penalty: 2627.883301
	Iteration 47Q: 3 clusters Score -165364.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165364.437500 Penalty: 2627.883301
	Iteration 48F: 3 clusters Score -165364.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Entering Unmasked Estep 
Score: -1827006.625000 Penalty: 1707.175781
	Iteration 0F: 2 clusters Score -1827007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1802465.625000 Penalty: 3414.351562
	Iteration 0F: 3 clusters Score -1802466 nChanged 16928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -1812040.750000 Penalty: 3414.351562
	Iteration 1F: 3 clusters Score -1812041 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -1812672.250000 Penalty: 3414.351562
	Iteration 2Q: 3 clusters Score -1812672 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -1813596.500000 Penalty: 3414.351562
	Iteration 3F: 3 clusters Score -1813596 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -1814966.625000 Penalty: 3414.351562
	Iteration 4F: 3 clusters Score -1814967 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -1816861.000000 Penalty: 3414.351562
	Iteration 5F: 3 clusters Score -1816861 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -1819431.375000 Penalty: 3414.351562
	Iteration 6F: 3 clusters Score -1819431 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -1821953.500000 Penalty: 3414.351562
	Iteration 7F: 3 clusters Score -1821954 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -1823862.250000 Penalty: 3414.351562
	Iteration 8F: 3 clusters Score -1823862 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -1824892.125000 Penalty: 3414.351562
	Iteration 9Q: 3 clusters Score -1824892 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -1825309.875000 Penalty: 3414.351562
	Iteration 10Q: 3 clusters Score -1825310 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -1825509.500000 Penalty: 3414.351562
	Iteration 11Q: 3 clusters Score -1825510 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -1825618.375000 Penalty: 3414.351562
	Iteration 12Q: 3 clusters Score -1825618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -1825696.125000 Penalty: 3414.351562
	Iteration 13Q: 3 clusters Score -1825696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -1825755.375000 Penalty: 3414.351562
	Iteration 14Q: 3 clusters Score -1825755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -1825790.000000 Penalty: 3414.351562
	Iteration 15Q: 3 clusters Score -1825790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -1825810.625000 Penalty: 3414.351562
	Iteration 16Q: 3 clusters Score -1825811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -1825825.000000 Penalty: 3414.351562
	Iteration 17Q: 3 clusters Score -1825825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -1825837.000000 Penalty: 3414.351562
	Iteration 18Q: 3 clusters Score -1825837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -1825849.500000 Penalty: 3414.351562
	Iteration 19Q: 3 clusters Score -1825850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -1825857.750000 Penalty: 3414.351562
	Iteration 20F: 3 clusters Score -1825858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -1825865.250000 Penalty: 3414.351562
	Iteration 21Q: 3 clusters Score -1825865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -1825871.375000 Penalty: 3414.351562
	Iteration 22Q: 3 clusters Score -1825871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -1825874.750000 Penalty: 3414.351562
	Iteration 23Q: 3 clusters Score -1825875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -1825877.000000 Penalty: 3414.351562
	Iteration 24Q: 3 clusters Score -1825877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -1825876.250000 Penalty: 3414.351562
	Iteration 25Q: 3 clusters Score -1825876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -1825878.375000 Penalty: 3414.351562
	Iteration 26Q: 3 clusters Score -1825878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -1825885.375000 Penalty: 3414.351562
	Iteration 27Q: 3 clusters Score -1825885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -1825888.500000 Penalty: 3414.351562
	Iteration 28Q: 3 clusters Score -1825888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -1825894.125000 Penalty: 3414.351562
	Iteration 29Q: 3 clusters Score -1825894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -1825901.625000 Penalty: 3414.351562
	Iteration 30Q: 3 clusters Score -1825902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -1825907.250000 Penalty: 3414.351562
	Iteration 31Q: 3 clusters Score -1825907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -1825909.250000 Penalty: 3414.351562
	Iteration 32Q: 3 clusters Score -1825909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -1825910.125000 Penalty: 3414.351562
	Iteration 33Q: 3 clusters Score -1825910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -1825910.125000 Penalty: 3414.351562
	Iteration 34F: 3 clusters Score -1825910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Entering Unmasked Estep 
Score: -507055.218750 Penalty: 1494.619873
	Iteration 0F: 2 clusters Score -507055.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -499953.250000 Penalty: 2989.239746
	Iteration 0F: 3 clusters Score -499953.2 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -502172.031250 Penalty: 2989.239746
	Iteration 1F: 3 clusters Score -502172 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -502402.437500 Penalty: 2989.239746
	Iteration 2F: 3 clusters Score -502402.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -502582.750000 Penalty: 2989.239746
	Iteration 3Q: 3 clusters Score -502582.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -502725.406250 Penalty: 2989.239746
	Iteration 4Q: 3 clusters Score -502725.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -502837.593750 Penalty: 2989.239746
	Iteration 5Q: 3 clusters Score -502837.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -502950.906250 Penalty: 2989.239746
	Iteration 6Q: 3 clusters Score -502950.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -503060.781250 Penalty: 2989.239746
	Iteration 7Q: 3 clusters Score -503060.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -503183.437500 Penalty: 2989.239746
	Iteration 8Q: 3 clusters Score -503183.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -503331.312500 Penalty: 2989.239746
	Iteration 9Q: 3 clusters Score -503331.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -503496.125000 Penalty: 2989.239746
	Iteration 10Q: 3 clusters Score -503496.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -503712.937500 Penalty: 2989.239746
	Iteration 11Q: 3 clusters Score -503712.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -503936.562500 Penalty: 2989.239746
	Iteration 12Q: 3 clusters Score -503936.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -504142.625000 Penalty: 2989.239746
	Iteration 13Q: 3 clusters Score -504142.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -504311.812500 Penalty: 2989.239746
	Iteration 14Q: 3 clusters Score -504311.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -504446.531250 Penalty: 2989.239746
	Iteration 15Q: 3 clusters Score -504446.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -504535.281250 Penalty: 2989.239746
	Iteration 16Q: 3 clusters Score -504535.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -504591.437500 Penalty: 2989.239746
	Iteration 17Q: 3 clusters Score -504591.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -504632.625000 Penalty: 2989.239746
	Iteration 18Q: 3 clusters Score -504632.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -504678.062500 Penalty: 2989.239746
	Iteration 19Q: 3 clusters Score -504678.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -504730.781250 Penalty: 2989.239746
	Iteration 20F: 3 clusters Score -504730.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -504772.062500 Penalty: 2989.239746
	Iteration 21Q: 3 clusters Score -504772.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -504806.093750 Penalty: 2989.239746
	Iteration 22Q: 3 clusters Score -504806.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -504836.406250 Penalty: 2989.239746
	Iteration 23Q: 3 clusters Score -504836.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -504860.062500 Penalty: 2989.239746
	Iteration 24Q: 3 clusters Score -504860.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -504879.500000 Penalty: 2989.239746
	Iteration 25Q: 3 clusters Score -504879.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -504893.718750 Penalty: 2989.239746
	Iteration 26Q: 3 clusters Score -504893.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -504906.125000 Penalty: 2989.239746
	Iteration 27Q: 3 clusters Score -504906.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -504919.093750 Penalty: 2989.239746
	Iteration 28Q: 3 clusters Score -504919.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -504931.843750 Penalty: 2989.239746
	Iteration 29Q: 3 clusters Score -504931.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -504943.312500 Penalty: 2989.239746
	Iteration 30Q: 3 clusters Score -504943.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -504956.000000 Penalty: 2989.239746
	Iteration 31Q: 3 clusters Score -504956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -504968.343750 Penalty: 2989.239746
	Iteration 32Q: 3 clusters Score -504968.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -504991.437500 Penalty: 2989.239746
	Iteration 33Q: 3 clusters Score -504991.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -505014.437500 Penalty: 2989.239746
	Iteration 34Q: 3 clusters Score -505014.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -505043.281250 Penalty: 2989.239746
	Iteration 35Q: 3 clusters Score -505043.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -505066.812500 Penalty: 2989.239746
	Iteration 36Q: 3 clusters Score -505066.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -505098.000000 Penalty: 2989.239746
	Iteration 37Q: 3 clusters Score -505098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -505122.562500 Penalty: 2989.239746
	Iteration 38Q: 3 clusters Score -505122.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -505141.218750 Penalty: 2989.239746
	Iteration 39Q: 3 clusters Score -505141.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -505158.906250 Penalty: 2989.239746
	Iteration 40F: 3 clusters Score -505158.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -505177.656250 Penalty: 2989.239746
	Iteration 41Q: 3 clusters Score -505177.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -505195.531250 Penalty: 2989.239746
	Iteration 42Q: 3 clusters Score -505195.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -505216.781250 Penalty: 2989.239746
	Iteration 43Q: 3 clusters Score -505216.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -505239.750000 Penalty: 2989.239746
	Iteration 44Q: 3 clusters Score -505239.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -505259.656250 Penalty: 2989.239746
	Iteration 45Q: 3 clusters Score -505259.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -505283.468750 Penalty: 2989.239746
	Iteration 46Q: 3 clusters Score -505283.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -505306.937500 Penalty: 2989.239746
	Iteration 47Q: 3 clusters Score -505306.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -505321.656250 Penalty: 2989.239746
	Iteration 48Q: 3 clusters Score -505321.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -505337.906250 Penalty: 2989.239746
	Iteration 49Q: 3 clusters Score -505337.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -505357.468750 Penalty: 2989.239746
	Iteration 50Q: 3 clusters Score -505357.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -505378.750000 Penalty: 2989.239746
	Iteration 51Q: 3 clusters Score -505378.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -505404.000000 Penalty: 2989.239746
	Iteration 52Q: 3 clusters Score -505404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -505432.781250 Penalty: 2989.239746
	Iteration 53Q: 3 clusters Score -505432.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -505460.937500 Penalty: 2989.239746
	Iteration 54Q: 3 clusters Score -505460.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -505481.781250 Penalty: 2989.239746
	Iteration 55Q: 3 clusters Score -505481.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -505499.156250 Penalty: 2989.239746
	Iteration 56Q: 3 clusters Score -505499.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -505519.000000 Penalty: 2989.239746
	Iteration 57Q: 3 clusters Score -505519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -505545.468750 Penalty: 2989.239746
	Iteration 58Q: 3 clusters Score -505545.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -505564.593750 Penalty: 2989.239746
	Iteration 59Q: 3 clusters Score -505564.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -505583.718750 Penalty: 2989.239746
	Iteration 60F: 3 clusters Score -505583.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -505600.187500 Penalty: 2989.239746
	Iteration 61Q: 3 clusters Score -505600.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -505615.812500 Penalty: 2989.239746
	Iteration 62Q: 3 clusters Score -505615.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -505628.750000 Penalty: 2989.239746
	Iteration 63Q: 3 clusters Score -505628.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -505637.562500 Penalty: 2989.239746
	Iteration 64Q: 3 clusters Score -505637.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -505649.562500 Penalty: 2989.239746
	Iteration 65Q: 3 clusters Score -505649.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -505659.093750 Penalty: 2989.239746
	Iteration 66Q: 3 clusters Score -505659.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -505671.500000 Penalty: 2989.239746
	Iteration 67Q: 3 clusters Score -505671.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -505685.468750 Penalty: 2989.239746
	Iteration 68Q: 3 clusters Score -505685.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -505693.500000 Penalty: 2989.239746
	Iteration 69Q: 3 clusters Score -505693.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -505701.500000 Penalty: 2989.239746
	Iteration 70Q: 3 clusters Score -505701.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -505705.812500 Penalty: 2989.239746
	Iteration 71Q: 3 clusters Score -505705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -505707.593750 Penalty: 2989.239746
	Iteration 72Q: 3 clusters Score -505707.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -505708.312500 Penalty: 2989.239746
	Iteration 73Q: 3 clusters Score -505708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -505710.187500 Penalty: 2989.239746
	Iteration 74Q: 3 clusters Score -505710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -505712.812500 Penalty: 2989.239746
	Iteration 75Q: 3 clusters Score -505712.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -505716.062500 Penalty: 2989.239746
	Iteration 76Q: 3 clusters Score -505716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -505717.843750 Penalty: 2989.239746
	Iteration 77Q: 3 clusters Score -505717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -505719.187500 Penalty: 2989.239746
	Iteration 78Q: 3 clusters Score -505719.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -505722.343750 Penalty: 2989.239746
	Iteration 79Q: 3 clusters Score -505722.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -505727.093750 Penalty: 2989.239746
	Iteration 80F: 3 clusters Score -505727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -505726.500000 Penalty: 2989.239746
	Iteration 81Q: 3 clusters Score -505726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -505728.437500 Penalty: 2989.239746
	Iteration 82Q: 3 clusters Score -505728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -505728.031250 Penalty: 2989.239746
	Iteration 83Q: 3 clusters Score -505728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -505729.031250 Penalty: 2989.239746
	Iteration 84Q: 3 clusters Score -505729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -505729.093750 Penalty: 2989.239746
	Iteration 85Q: 3 clusters Score -505729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -505729.093750 Penalty: 2989.239746
	Iteration 86F: 3 clusters Score -505729.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10695 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37274 members 
Mstep: Class 6 contains 16841 members 
Mstep: Class 7 contains 2492 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 13 contains 12433 members 
Mstep: Class 14 contains 5429 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 17 contains 380769 members 
Mstep: Class 18 contains 32636 members 
Mstep: Class 19 contains 2372 members 
Mstep: Class 21 contains 3248 members 
Mstep: Class 22 contains 36523 members 
Mstep: Class 23 contains 9874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197098.000000 Penalty: 41003.015625
Iteration 119Q: 20 clusters Score -2.81971e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37270 members 
Mstep: Class 6 contains 16838 members 
Mstep: Class 7 contains 2491 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 13 contains 12438 members 
Mstep: Class 14 contains 5476 members 
Mstep: Class 15 contains 9255 members 
Mstep: Class 17 contains 380751 members 
Mstep: Class 18 contains 32638 members 
Mstep: Class 19 contains 2333 members 
Mstep: Class 21 contains 3244 members 
Mstep: Class 22 contains 36586 members 
Mstep: Class 23 contains 9866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197202.000000 Penalty: 41003.015625
Iteration 120F: 20 clusters Score -2.81972e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 9746 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 37265 members 
Mstep: Class 6 contains 16832 members 
Mstep: Class 7 contains 2494 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 13 contains 12443 members 
Mstep: Class 14 contains 5520 members 
Mstep: Class 15 contains 9208 members 
Mstep: Class 17 contains 380743 members 
Mstep: Class 18 contains 32636 members 
Mstep: Class 19 contains 2302 members 
Mstep: Class 21 contains 3240 members 
Mstep: Class 22 contains 36642 members 
Mstep: Class 23 contains 9863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197212.000000 Penalty: 41003.015625
Iteration 121Q: 20 clusters Score -2.819721e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 9746 members 
Mstep: Class 4 contains 2185 members 
Mstep: Class 5 contains 37254 members 
Mstep: Class 6 contains 16821 members 
Mstep: Class 7 contains 2501 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1053 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 13 contains 12445 members 
Mstep: Class 14 contains 5560 members 
Mstep: Class 15 contains 9166 members 
Mstep: Class 17 contains 380735 members 
Mstep: Class 18 contains 32635 members 
Mstep: Class 19 contains 2269 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 36703 members 
Mstep: Class 23 contains 9859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197330.000000 Penalty: 41003.015625
Iteration 122Q: 20 clusters Score -2.819733e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 37243 members 
Mstep: Class 6 contains 16808 members 
Mstep: Class 7 contains 2504 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1053 members 
Mstep: Class 10 contains 9412 members 
Mstep: Class 13 contains 12445 members 
Mstep: Class 14 contains 5598 members 
Mstep: Class 15 contains 9133 members 
Mstep: Class 17 contains 380734 members 
Mstep: Class 18 contains 32635 members 
Mstep: Class 19 contains 2234 members 
Mstep: Class 21 contains 3236 members 
Mstep: Class 22 contains 36754 members 
Mstep: Class 23 contains 9857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197322.000000 Penalty: 41003.015625
Iteration 123Q: 20 clusters Score -2.819732e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10691 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 37235 members 
Mstep: Class 6 contains 16799 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1053 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 13 contains 12448 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 15 contains 9094 members 
Mstep: Class 17 contains 380722 members 
Mstep: Class 18 contains 32633 members 
Mstep: Class 19 contains 2193 members 
Mstep: Class 21 contains 3239 members 
Mstep: Class 22 contains 36822 members 
Mstep: Class 23 contains 9853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197318.000000 Penalty: 41003.015625
Iteration 124Q: 20 clusters Score -2.819732e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 37229 members 
Mstep: Class 6 contains 16792 members 
Mstep: Class 7 contains 2514 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1053 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 13 contains 12446 members 
Mstep: Class 14 contains 5659 members 
Mstep: Class 15 contains 9063 members 
Mstep: Class 17 contains 380712 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 2171 members 
Mstep: Class 21 contains 3237 members 
Mstep: Class 22 contains 36876 members 
Mstep: Class 23 contains 9848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197302.000000 Penalty: 41003.015625
Iteration 125Q: 20 clusters Score -2.81973e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10686 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 37222 members 
Mstep: Class 6 contains 16781 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9414 members 
Mstep: Class 13 contains 12449 members 
Mstep: Class 14 contains 5684 members 
Mstep: Class 15 contains 9041 members 
Mstep: Class 17 contains 380687 members 
Mstep: Class 18 contains 32630 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 21 contains 3234 members 
Mstep: Class 22 contains 36949 members 
Mstep: Class 23 contains 9844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197294.000000 Penalty: 41003.015625
Iteration 126Q: 20 clusters Score -2.819729e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 37216 members 
Mstep: Class 6 contains 16778 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9414 members 
Mstep: Class 13 contains 12449 members 
Mstep: Class 14 contains 5703 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 17 contains 380669 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 2119 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 37014 members 
Mstep: Class 23 contains 9837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197324.000000 Penalty: 41003.015625
Iteration 127Q: 20 clusters Score -2.819732e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 37199 members 
Mstep: Class 6 contains 16774 members 
Mstep: Class 7 contains 2521 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 5716 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 17 contains 380640 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37094 members 
Mstep: Class 23 contains 9834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28197386.000000 Penalty: 41003.015625
Iteration 128Q: 20 clusters Score -2.819739e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 37190 members 
Mstep: Class 6 contains 16772 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9414 members 
Mstep: Class 13 contains 12452 members 
Mstep: Class 14 contains 5734 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 17 contains 380622 members 
Mstep: Class 18 contains 32626 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37162 members 
Mstep: Class 23 contains 9826 members 
Entering Unmasked Estep 
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Score: -28197432.000000 Penalty: 41003.015625
Iteration 129Q: 20 clusters Score -2.819743e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 2187 members 
Mstep: Class 5 contains 37185 members 
Mstep: Class 6 contains 16772 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9417 members 
Mstep: Class 13 contains 12452 members 
Mstep: Class 14 contains 5747 members 
Mstep: Class 15 contains 8924 members 
Mstep: Class 17 contains 380592 members 
Mstep: Class 18 contains 32626 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37247 members 
Mstep: Class 23 contains 9818 members 
Entering Unmasked Estep 
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Iteration 130Q: 20 clusters Score -2.819748e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10686 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 2187 members 
Mstep: Class 5 contains 37175 members 
Mstep: Class 6 contains 16769 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9416 members 
Mstep: Class 13 contains 12451 members 
Mstep: Class 14 contains 5757 members 
Mstep: Class 15 contains 8891 members 
Mstep: Class 17 contains 380567 members 
Mstep: Class 18 contains 32628 members 
Mstep: Class 19 contains 2047 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37333 members 
Mstep: Class 23 contains 9807 members 
Entering Unmasked Estep 
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Iteration 131Q: 20 clusters Score -2.819753e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10682 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 2187 members 
Mstep: Class 5 contains 37166 members 
Mstep: Class 6 contains 16767 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 5764 members 
Mstep: Class 15 contains 8845 members 
Mstep: Class 17 contains 380547 members 
Mstep: Class 18 contains 32626 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37427 members 
Mstep: Class 23 contains 9806 members 
Entering Unmasked Estep 
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Iteration 132Q: 20 clusters Score -2.819757e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10683 members 
Mstep: Class 3 contains 9744 members 
Mstep: Class 4 contains 2187 members 
Mstep: Class 5 contains 37156 members 
Mstep: Class 6 contains 16764 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 13 contains 12454 members 
Mstep: Class 14 contains 5776 members 
Mstep: Class 15 contains 8806 members 
Mstep: Class 17 contains 380524 members 
Mstep: Class 18 contains 32625 members 
Mstep: Class 19 contains 2010 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37515 members 
Mstep: Class 23 contains 9798 members 
Entering Unmasked Estep 
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Iteration 133Q: 20 clusters Score -2.819762e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10680 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 37153 members 
Mstep: Class 6 contains 16761 members 
Mstep: Class 7 contains 2526 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 8770 members 
Mstep: Class 17 contains 380509 members 
Mstep: Class 18 contains 32623 members 
Mstep: Class 19 contains 1990 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37591 members 
Mstep: Class 23 contains 9791 members 
Entering Unmasked Estep 
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Iteration 134Q: 20 clusters Score -2.819764e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10678 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 37142 members 
Mstep: Class 6 contains 16759 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1051 members 
Mstep: Class 10 contains 9416 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 5800 members 
Mstep: Class 15 contains 8734 members 
Mstep: Class 17 contains 380494 members 
Mstep: Class 18 contains 32623 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37669 members 
Mstep: Class 23 contains 9785 members 
Entering Unmasked Estep 
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Iteration 135Q: 20 clusters Score -2.819766e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10675 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 37137 members 
Mstep: Class 6 contains 16756 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1050 members 
Mstep: Class 10 contains 9420 members 
Mstep: Class 13 contains 12454 members 
Mstep: Class 14 contains 5813 members 
Mstep: Class 15 contains 8706 members 
Mstep: Class 17 contains 380470 members 
Mstep: Class 18 contains 32623 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37740 members 
Mstep: Class 23 contains 9783 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 20 clusters Score -2.819771e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10676 members 
Mstep: Class 3 contains 9745 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 37133 members 
Mstep: Class 6 contains 16753 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1048 members 
Mstep: Class 10 contains 9421 members 
Mstep: Class 13 contains 12455 members 
Mstep: Class 14 contains 5826 members 
Mstep: Class 15 contains 8669 members 
Mstep: Class 17 contains 380455 members 
Mstep: Class 18 contains 32622 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37804 members 
Mstep: Class 23 contains 9780 members 
Entering Unmasked Estep 
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Iteration 137Q: 20 clusters Score -2.819772e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 9746 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37121 members 
Mstep: Class 6 contains 16748 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 9423 members 
Mstep: Class 13 contains 12455 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 8642 members 
Mstep: Class 17 contains 380439 members 
Mstep: Class 18 contains 32623 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37863 members 
Mstep: Class 23 contains 9779 members 
Entering Unmasked Estep 
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Iteration 138Q: 20 clusters Score -2.819763e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10672 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37103 members 
Mstep: Class 6 contains 16741 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 13 contains 12456 members 
Mstep: Class 14 contains 5858 members 
Mstep: Class 15 contains 8607 members 
Mstep: Class 17 contains 380415 members 
Mstep: Class 18 contains 32625 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 37948 members 
Mstep: Class 23 contains 9778 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -2.819759e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37088 members 
Mstep: Class 6 contains 16741 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 9425 members 
Mstep: Class 13 contains 12456 members 
Mstep: Class 14 contains 5876 members 
Mstep: Class 15 contains 8568 members 
Mstep: Class 17 contains 380405 members 
Mstep: Class 18 contains 32622 members 
Mstep: Class 19 contains 1862 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 38035 members 
Mstep: Class 23 contains 9778 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 20 clusters Score -2.819762e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10667 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37075 members 
Mstep: Class 6 contains 16738 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 9425 members 
Mstep: Class 13 contains 12456 members 
Mstep: Class 14 contains 5887 members 
Mstep: Class 15 contains 8532 members 
Mstep: Class 17 contains 380378 members 
Mstep: Class 18 contains 32620 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 38125 members 
Mstep: Class 23 contains 9778 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -2.819773e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10672 members 
Mstep: Class 3 contains 9747 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37059 members 
Mstep: Class 6 contains 16735 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 9425 members 
Mstep: Class 13 contains 12456 members 
Mstep: Class 14 contains 5905 members 
Mstep: Class 15 contains 8493 members 
Mstep: Class 17 contains 380359 members 
Mstep: Class 18 contains 32620 members 
Mstep: Class 19 contains 1816 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 38208 members 
Mstep: Class 23 contains 9779 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -2.81978e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37045 members 
Mstep: Class 6 contains 16728 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 9427 members 
Mstep: Class 13 contains 12453 members 
Mstep: Class 14 contains 5933 members 
Mstep: Class 15 contains 8460 members 
Mstep: Class 17 contains 380345 members 
Mstep: Class 18 contains 32620 members 
Mstep: Class 19 contains 1781 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 38278 members 
Mstep: Class 23 contains 9782 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -2.819786e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37035 members 
Mstep: Class 6 contains 16724 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 9430 members 
Mstep: Class 13 contains 12451 members 
Mstep: Class 14 contains 5970 members 
Mstep: Class 15 contains 8421 members 
Mstep: Class 17 contains 380317 members 
Mstep: Class 18 contains 32619 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 38361 members 
Mstep: Class 23 contains 9786 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -2.819785e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10670 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37023 members 
Mstep: Class 6 contains 16720 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 9432 members 
Mstep: Class 13 contains 12448 members 
Mstep: Class 14 contains 6008 members 
Mstep: Class 15 contains 8378 members 
Mstep: Class 17 contains 380293 members 
Mstep: Class 18 contains 32617 members 
Mstep: Class 19 contains 1693 members 
Mstep: Class 21 contains 3233 members 
Mstep: Class 22 contains 38459 members 
Mstep: Class 23 contains 9783 members 
Entering Unmasked Estep 
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Iteration 145Q: 20 clusters Score -2.819791e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10670 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 37015 members 
Mstep: Class 6 contains 16711 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1047 members 
Mstep: Class 10 contains 9435 members 
Mstep: Class 13 contains 12447 members 
Mstep: Class 14 contains 6042 members 
Mstep: Class 15 contains 8329 members 
Mstep: Class 17 contains 380267 members 
Mstep: Class 18 contains 32615 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 38563 members 
Mstep: Class 23 contains 9779 members 
Entering Unmasked Estep 
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Iteration 146Q: 20 clusters Score -2.819788e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 9747 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 37004 members 
Mstep: Class 6 contains 16708 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 13 contains 12439 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 8291 members 
Mstep: Class 17 contains 380245 members 
Mstep: Class 18 contains 32614 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 38653 members 
Mstep: Class 23 contains 9776 members 
Entering Unmasked Estep 
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Iteration 147Q: 20 clusters Score -2.819801e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10660 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 36987 members 
Mstep: Class 6 contains 16704 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 9435 members 
Mstep: Class 13 contains 12430 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 8251 members 
Mstep: Class 17 contains 380216 members 
Mstep: Class 18 contains 32612 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 21 contains 3231 members 
Mstep: Class 22 contains 38748 members 
Mstep: Class 23 contains 9777 members 
Entering Unmasked Estep 
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Iteration 148Q: 20 clusters Score -2.8198e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10660 members 
Mstep: Class 3 contains 9749 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 36968 members 
Mstep: Class 6 contains 16700 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1043 members 
Mstep: Class 10 contains 9433 members 
Mstep: Class 13 contains 12420 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 8205 members 
Mstep: Class 17 contains 380168 members 
Mstep: Class 18 contains 32612 members 
Mstep: Class 19 contains 1649 members 
Mstep: Class 21 contains 3230 members 
Mstep: Class 22 contains 38850 members 
Mstep: Class 23 contains 9771 members 
Entering Unmasked Estep 
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Iteration 149Q: 20 clusters Score -2.819808e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 9747 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 36954 members 
Mstep: Class 6 contains 16696 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1041 members 
Mstep: Class 10 contains 9433 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 6099 members 
Mstep: Class 15 contains 8170 members 
Mstep: Class 17 contains 380120 members 
Mstep: Class 18 contains 32614 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 21 contains 3227 members 
Mstep: Class 22 contains 38945 members 
Mstep: Class 23 contains 9771 members 
Entering Unmasked Estep 
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Iteration 150Q: 20 clusters Score -2.819814e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10659 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 36939 members 
Mstep: Class 6 contains 16689 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9436 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 6106 members 
Mstep: Class 15 contains 8124 members 
Mstep: Class 17 contains 380074 members 
Mstep: Class 18 contains 32618 members 
Mstep: Class 19 contains 1680 members 
Mstep: Class 21 contains 3225 members 
Mstep: Class 22 contains 39042 members 
Mstep: Class 23 contains 9769 members 
Entering Unmasked Estep 
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Iteration 151Q: 20 clusters Score -2.819807e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10661 members 
Mstep: Class 3 contains 9748 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 36923 members 
Mstep: Class 6 contains 16681 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 9435 members 
Mstep: Class 13 contains 12404 members 
Mstep: Class 14 contains 6110 members 
Mstep: Class 15 contains 8084 members 
Mstep: Class 17 contains 380027 members 
Mstep: Class 18 contains 32622 members 
Mstep: Class 19 contains 1700 members 
Mstep: Class 21 contains 3221 members 
Mstep: Class 22 contains 39129 members 
Mstep: Class 23 contains 9771 members 
Entering Unmasked Estep 
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Iteration 152Q: 20 clusters Score -2.819809e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 9750 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 36910 members 
Mstep: Class 6 contains 16674 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 13 contains 12399 members 
Mstep: Class 14 contains 6114 members 
Mstep: Class 15 contains 8044 members 
Mstep: Class 17 contains 379988 members 
Mstep: Class 18 contains 32623 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 21 contains 3219 members 
Mstep: Class 22 contains 39191 members 
Mstep: Class 23 contains 9779 members 
Entering Unmasked Estep 
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Iteration 153Q: 20 clusters Score -2.819811e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 9751 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 36900 members 
Mstep: Class 6 contains 16669 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 13 contains 12400 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 7998 members 
Mstep: Class 17 contains 379961 members 
Mstep: Class 18 contains 32624 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 21 contains 3217 members 
Mstep: Class 22 contains 39258 members 
Mstep: Class 23 contains 9780 members 
Entering Unmasked Estep 
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Iteration 154Q: 20 clusters Score -2.819813e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 9752 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 36897 members 
Mstep: Class 6 contains 16668 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1040 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 13 contains 12402 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 15 contains 7943 members 
Mstep: Class 17 contains 379930 members 
Mstep: Class 18 contains 32624 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 21 contains 3215 members 
Mstep: Class 22 contains 39336 members 
Mstep: Class 23 contains 9789 members 
Entering Unmasked Estep 
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Iteration 155Q: 20 clusters Score -2.819813e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10665 members 
Mstep: Class 3 contains 9752 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36885 members 
Mstep: Class 6 contains 16667 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 13 contains 12402 members 
Mstep: Class 14 contains 6121 members 
Mstep: Class 15 contains 7894 members 
Mstep: Class 17 contains 379922 members 
Mstep: Class 18 contains 32623 members 
Mstep: Class 19 contains 1759 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 39395 members 
Mstep: Class 23 contains 9795 members 
Entering Unmasked Estep 
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Iteration 156Q: 20 clusters Score -2.819812e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10669 members 
Mstep: Class 3 contains 9752 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 36883 members 
Mstep: Class 6 contains 16661 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 13 contains 12402 members 
Mstep: Class 14 contains 6125 members 
Mstep: Class 15 contains 7823 members 
Mstep: Class 17 contains 379899 members 
Mstep: Class 18 contains 32624 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 21 contains 3211 members 
Mstep: Class 22 contains 39464 members 
Mstep: Class 23 contains 9800 members 
Entering Unmasked Estep 
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Iteration 157Q: 20 clusters Score -2.819815e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10671 members 
Mstep: Class 3 contains 9753 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36873 members 
Mstep: Class 6 contains 16656 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9439 members 
Mstep: Class 13 contains 12404 members 
Mstep: Class 14 contains 6126 members 
Mstep: Class 15 contains 7754 members 
Mstep: Class 17 contains 379872 members 
Mstep: Class 18 contains 32625 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 21 contains 3210 members 
Mstep: Class 22 contains 39548 members 
Mstep: Class 23 contains 9808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198128.000000 Penalty: 41003.015625
Iteration 158Q: 20 clusters Score -2.819813e+07 nChanged 197
Entering ConstructFrom: 
Score: -28198128.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -64479.582031 Penalty: 1187.529297
	Iteration 0F: 2 clusters Score -64479.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -62688.246094 Penalty: 2375.058594
	Iteration 0F: 3 clusters Score -62688.25 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -63134.515625 Penalty: 2375.058594
	Iteration 1F: 3 clusters Score -63134.52 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -63411.898438 Penalty: 2375.058594
	Iteration 2F: 3 clusters Score -63411.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -63628.269531 Penalty: 2375.058594
	Iteration 3F: 3 clusters Score -63628.27 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -63830.085938 Penalty: 2375.058594
	Iteration 4F: 3 clusters Score -63830.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -63971.703125 Penalty: 2375.058594
	Iteration 5F: 3 clusters Score -63971.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -64086.777344 Penalty: 2375.058594
	Iteration 6Q: 3 clusters Score -64086.78 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -64201.046875 Penalty: 2375.058594
	Iteration 7Q: 3 clusters Score -64201.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -64319.152344 Penalty: 2375.058594
	Iteration 8Q: 3 clusters Score -64319.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64394.640625 Penalty: 2375.058594
	Iteration 9Q: 3 clusters Score -64394.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -64424.816406 Penalty: 2375.058594
	Iteration 10Q: 3 clusters Score -64424.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -64444.433594 Penalty: 2375.058594
	Iteration 11Q: 3 clusters Score -64444.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -64450.179688 Penalty: 2375.058594
	Iteration 12Q: 3 clusters Score -64450.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64451.062500 Penalty: 2375.058594
	Iteration 13Q: 3 clusters Score -64451.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -64451.062500 Penalty: 2375.058594
	Iteration 14F: 3 clusters Score -64451.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Entering Unmasked Estep 
Score: -552155.750000 Penalty: 1507.264282
	Iteration 0F: 2 clusters Score -552155.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -544508.750000 Penalty: 3014.528564
	Iteration 0F: 3 clusters Score -544508.8 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -547171.437500 Penalty: 3014.528564
	Iteration 1F: 3 clusters Score -547171.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -547575.687500 Penalty: 3014.528564
	Iteration 2F: 3 clusters Score -547575.7 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -547973.562500 Penalty: 3014.528564
	Iteration 3F: 3 clusters Score -547973.6 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -548405.187500 Penalty: 3014.528564
	Iteration 4F: 3 clusters Score -548405.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -548863.750000 Penalty: 3014.528564
	Iteration 5F: 3 clusters Score -548863.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -549398.062500 Penalty: 3014.528564
	Iteration 6F: 3 clusters Score -549398.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -549903.437500 Penalty: 3014.528564
	Iteration 7F: 3 clusters Score -549903.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -550227.000000 Penalty: 3014.528564
	Iteration 8Q: 3 clusters Score -550227 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -550422.687500 Penalty: 3014.528564
	Iteration 9Q: 3 clusters Score -550422.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -550522.437500 Penalty: 3014.528564
	Iteration 10Q: 3 clusters Score -550522.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -550579.687500 Penalty: 3014.528564
	Iteration 11Q: 3 clusters Score -550579.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -550624.000000 Penalty: 3014.528564
	Iteration 12Q: 3 clusters Score -550624 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -550655.625000 Penalty: 3014.528564
	Iteration 13Q: 3 clusters Score -550655.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -550679.687500 Penalty: 3014.528564
	Iteration 14Q: 3 clusters Score -550679.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -550700.937500 Penalty: 3014.528564
	Iteration 15Q: 3 clusters Score -550700.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -550718.875000 Penalty: 3014.528564
	Iteration 16Q: 3 clusters Score -550718.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -550743.125000 Penalty: 3014.528564
	Iteration 17Q: 3 clusters Score -550743.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -550759.750000 Penalty: 3014.528564
	Iteration 18Q: 3 clusters Score -550759.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -550772.250000 Penalty: 3014.528564
	Iteration 19Q: 3 clusters Score -550772.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -550789.125000 Penalty: 3014.528564
	Iteration 20F: 3 clusters Score -550789.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -550795.437500 Penalty: 3014.528564
	Iteration 21Q: 3 clusters Score -550795.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -550801.625000 Penalty: 3014.528564
	Iteration 22Q: 3 clusters Score -550801.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -550807.500000 Penalty: 3014.528564
	Iteration 23Q: 3 clusters Score -550807.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -550814.937500 Penalty: 3014.528564
	Iteration 24Q: 3 clusters Score -550814.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -550819.687500 Penalty: 3014.528564
	Iteration 25Q: 3 clusters Score -550819.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -550824.437500 Penalty: 3014.528564
	Iteration 26Q: 3 clusters Score -550824.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -550827.187500 Penalty: 3014.528564
	Iteration 27Q: 3 clusters Score -550827.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -550831.062500 Penalty: 3014.528564
	Iteration 28Q: 3 clusters Score -550831.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -550834.625000 Penalty: 3014.528564
	Iteration 29Q: 3 clusters Score -550834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -550835.000000 Penalty: 3014.528564
	Iteration 30Q: 3 clusters Score -550835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -550836.125000 Penalty: 3014.528564
	Iteration 31Q: 3 clusters Score -550836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -550837.375000 Penalty: 3014.528564
	Iteration 32Q: 3 clusters Score -550837.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -550840.125000 Penalty: 3014.528564
	Iteration 33Q: 3 clusters Score -550840.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -550842.687500 Penalty: 3014.528564
	Iteration 34Q: 3 clusters Score -550842.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -550843.750000 Penalty: 3014.528564
	Iteration 35Q: 3 clusters Score -550843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -550845.500000 Penalty: 3014.528564
	Iteration 36Q: 3 clusters Score -550845.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -550845.875000 Penalty: 3014.528564
	Iteration 37Q: 3 clusters Score -550845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -550846.125000 Penalty: 3014.528564
	Iteration 38Q: 3 clusters Score -550846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -550847.562500 Penalty: 3014.528564
	Iteration 39Q: 3 clusters Score -550847.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -550847.375000 Penalty: 3014.528564
	Iteration 40F: 3 clusters Score -550847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -550848.000000 Penalty: 3014.528564
	Iteration 41Q: 3 clusters Score -550848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -550848.062500 Penalty: 3014.528564
	Iteration 42Q: 3 clusters Score -550848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -550847.812500 Penalty: 3014.528564
	Iteration 43Q: 3 clusters Score -550847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -550847.812500 Penalty: 3014.528564
	Iteration 44F: 3 clusters Score -550847.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Entering Unmasked Estep 
Score: -495444.562500 Penalty: 1492.666138
	Iteration 0F: 2 clusters Score -495444.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -488429.437500 Penalty: 2985.332275
	Iteration 0F: 3 clusters Score -488429.4 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -490578.781250 Penalty: 2985.332275
	Iteration 1F: 3 clusters Score -490578.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -490801.187500 Penalty: 2985.332275
	Iteration 2F: 3 clusters Score -490801.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -490964.437500 Penalty: 2985.332275
	Iteration 3Q: 3 clusters Score -490964.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -491097.593750 Penalty: 2985.332275
	Iteration 4Q: 3 clusters Score -491097.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -491252.062500 Penalty: 2985.332275
	Iteration 5Q: 3 clusters Score -491252.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -491436.750000 Penalty: 2985.332275
	Iteration 6Q: 3 clusters Score -491436.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -491631.093750 Penalty: 2985.332275
	Iteration 7Q: 3 clusters Score -491631.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -491854.562500 Penalty: 2985.332275
	Iteration 8Q: 3 clusters Score -491854.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -492147.125000 Penalty: 2985.332275
	Iteration 9Q: 3 clusters Score -492147.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -492532.250000 Penalty: 2985.332275
	Iteration 10F: 3 clusters Score -492532.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -492937.687500 Penalty: 2985.332275
	Iteration 11F: 3 clusters Score -492937.7 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -493330.156250 Penalty: 2985.332275
	Iteration 12Q: 3 clusters Score -493330.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -493616.312500 Penalty: 2985.332275
	Iteration 13Q: 3 clusters Score -493616.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -493804.375000 Penalty: 2985.332275
	Iteration 14Q: 3 clusters Score -493804.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -493926.968750 Penalty: 2985.332275
	Iteration 15Q: 3 clusters Score -493927 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -494008.187500 Penalty: 2985.332275
	Iteration 16Q: 3 clusters Score -494008.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -494048.687500 Penalty: 2985.332275
	Iteration 17Q: 3 clusters Score -494048.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -494070.593750 Penalty: 2985.332275
	Iteration 18Q: 3 clusters Score -494070.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -494087.843750 Penalty: 2985.332275
	Iteration 19Q: 3 clusters Score -494087.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -494099.343750 Penalty: 2985.332275
	Iteration 20F: 3 clusters Score -494099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -494105.406250 Penalty: 2985.332275
	Iteration 21Q: 3 clusters Score -494105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -494109.531250 Penalty: 2985.332275
	Iteration 22Q: 3 clusters Score -494109.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -494112.531250 Penalty: 2985.332275
	Iteration 23Q: 3 clusters Score -494112.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -494121.375000 Penalty: 2985.332275
	Iteration 24Q: 3 clusters Score -494121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -494122.968750 Penalty: 2985.332275
	Iteration 25Q: 3 clusters Score -494123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -494126.500000 Penalty: 2985.332275
	Iteration 26Q: 3 clusters Score -494126.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -494128.687500 Penalty: 2985.332275
	Iteration 27Q: 3 clusters Score -494128.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -494132.375000 Penalty: 2985.332275
	Iteration 28Q: 3 clusters Score -494132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -494135.968750 Penalty: 2985.332275
	Iteration 29Q: 3 clusters Score -494136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -494139.937500 Penalty: 2985.332275
	Iteration 30Q: 3 clusters Score -494139.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -494142.062500 Penalty: 2985.332275
	Iteration 31Q: 3 clusters Score -494142.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -494143.781250 Penalty: 2985.332275
	Iteration 32Q: 3 clusters Score -494143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -494147.656250 Penalty: 2985.332275
	Iteration 33Q: 3 clusters Score -494147.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -494150.218750 Penalty: 2985.332275
	Iteration 34Q: 3 clusters Score -494150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -494157.843750 Penalty: 2985.332275
	Iteration 35Q: 3 clusters Score -494157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -494162.125000 Penalty: 2985.332275
	Iteration 36Q: 3 clusters Score -494162.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -494165.375000 Penalty: 2985.332275
	Iteration 37Q: 3 clusters Score -494165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -494166.062500 Penalty: 2985.332275
	Iteration 38Q: 3 clusters Score -494166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -494166.062500 Penalty: 2985.332275
	Iteration 39F: 3 clusters Score -494166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -96985.523438 Penalty: 1249.820068
	Iteration 0F: 2 clusters Score -96985.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -94744.359375 Penalty: 2499.640137
	Iteration 0F: 3 clusters Score -94744.36 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -95279.437500 Penalty: 2499.640137
	Iteration 1F: 3 clusters Score -95279.44 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -95451.867188 Penalty: 2499.640137
	Iteration 2F: 3 clusters Score -95451.87 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -95609.523438 Penalty: 2499.640137
	Iteration 3F: 3 clusters Score -95609.52 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -95759.671875 Penalty: 2499.640137
	Iteration 4F: 3 clusters Score -95759.67 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -95950.632812 Penalty: 2499.640137
	Iteration 5F: 3 clusters Score -95950.63 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -96207.273438 Penalty: 2499.640137
	Iteration 6F: 3 clusters Score -96207.27 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -96457.929688 Penalty: 2499.640137
	Iteration 7F: 3 clusters Score -96457.93 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -96635.156250 Penalty: 2499.640137
	Iteration 8F: 3 clusters Score -96635.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -96726.125000 Penalty: 2499.640137
	Iteration 9Q: 3 clusters Score -96726.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96775.054688 Penalty: 2499.640137
	Iteration 10Q: 3 clusters Score -96775.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96797.726562 Penalty: 2499.640137
	Iteration 11Q: 3 clusters Score -96797.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96815.421875 Penalty: 2499.640137
	Iteration 12Q: 3 clusters Score -96815.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96818.648438 Penalty: 2499.640137
	Iteration 13Q: 3 clusters Score -96818.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96820.578125 Penalty: 2499.640137
	Iteration 14Q: 3 clusters Score -96820.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96820.578125 Penalty: 2499.640137
	Iteration 15F: 3 clusters Score -96820.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Entering Unmasked Estep 
Score: -1848745.000000 Penalty: 1708.708008
	Iteration 0F: 2 clusters Score -1848745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -1824035.875000 Penalty: 3417.416016
	Iteration 0F: 3 clusters Score -1824036 nChanged 17004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -1833571.250000 Penalty: 3417.416016
	Iteration 1F: 3 clusters Score -1833571 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1834251.000000 Penalty: 3417.416016
	Iteration 2Q: 3 clusters Score -1834251 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -1835302.000000 Penalty: 3417.416016
	Iteration 3F: 3 clusters Score -1835302 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -1836867.500000 Penalty: 3417.416016
	Iteration 4F: 3 clusters Score -1836868 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -1838916.500000 Penalty: 3417.416016
	Iteration 5F: 3 clusters Score -1838916 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -1841174.750000 Penalty: 3417.416016
	Iteration 6F: 3 clusters Score -1841175 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -1843127.250000 Penalty: 3417.416016
	Iteration 7F: 3 clusters Score -1843127 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -1844315.625000 Penalty: 3417.416016
	Iteration 8F: 3 clusters Score -1844316 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -1844855.250000 Penalty: 3417.416016
	Iteration 9Q: 3 clusters Score -1844855 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -1845102.750000 Penalty: 3417.416016
	Iteration 10Q: 3 clusters Score -1845103 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -1845206.625000 Penalty: 3417.416016
	Iteration 11Q: 3 clusters Score -1845207 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -1845291.375000 Penalty: 3417.416016
	Iteration 12Q: 3 clusters Score -1845291 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -1845352.500000 Penalty: 3417.416016
	Iteration 13Q: 3 clusters Score -1845352 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -1845386.250000 Penalty: 3417.416016
	Iteration 14Q: 3 clusters Score -1845386 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -1845413.375000 Penalty: 3417.416016
	Iteration 15Q: 3 clusters Score -1845413 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -1845445.875000 Penalty: 3417.416016
	Iteration 16Q: 3 clusters Score -1845446 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -1845451.875000 Penalty: 3417.416016
	Iteration 17Q: 3 clusters Score -1845452 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -1845470.625000 Penalty: 3417.416016
	Iteration 18Q: 3 clusters Score -1845471 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1845487.500000 Penalty: 3417.416016
	Iteration 19Q: 3 clusters Score -1845488 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -1845496.000000 Penalty: 3417.416016
	Iteration 20F: 3 clusters Score -1845496 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -1845503.375000 Penalty: 3417.416016
	Iteration 21Q: 3 clusters Score -1845503 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -1845519.250000 Penalty: 3417.416016
	Iteration 22Q: 3 clusters Score -1845519 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -1845533.000000 Penalty: 3417.416016
	Iteration 23Q: 3 clusters Score -1845533 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -1845538.625000 Penalty: 3417.416016
	Iteration 24Q: 3 clusters Score -1845539 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -1845549.500000 Penalty: 3417.416016
	Iteration 25Q: 3 clusters Score -1845550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -1845562.500000 Penalty: 3417.416016
	Iteration 26Q: 3 clusters Score -1845562 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -1845573.750000 Penalty: 3417.416016
	Iteration 27Q: 3 clusters Score -1845574 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -1845589.375000 Penalty: 3417.416016
	Iteration 28Q: 3 clusters Score -1845589 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -1845595.875000 Penalty: 3417.416016
	Iteration 29Q: 3 clusters Score -1845596 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -1845611.375000 Penalty: 3417.416016
	Iteration 30Q: 3 clusters Score -1845611 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -1845621.125000 Penalty: 3417.416016
	Iteration 31Q: 3 clusters Score -1845621 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -1845639.000000 Penalty: 3417.416016
	Iteration 32Q: 3 clusters Score -1845639 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -1845649.375000 Penalty: 3417.416016
	Iteration 33Q: 3 clusters Score -1845649 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -1845660.250000 Penalty: 3417.416016
	Iteration 34Q: 3 clusters Score -1845660 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -1845677.125000 Penalty: 3417.416016
	Iteration 35Q: 3 clusters Score -1845677 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -1845685.375000 Penalty: 3417.416016
	Iteration 36Q: 3 clusters Score -1845685 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -1845700.875000 Penalty: 3417.416016
	Iteration 37Q: 3 clusters Score -1845701 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -1845711.000000 Penalty: 3417.416016
	Iteration 38Q: 3 clusters Score -1845711 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -1845731.625000 Penalty: 3417.416016
	Iteration 39Q: 3 clusters Score -1845732 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -1845741.000000 Penalty: 3417.416016
	Iteration 40F: 3 clusters Score -1845741 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -1845775.375000 Penalty: 3417.416016
	Iteration 41Q: 3 clusters Score -1845775 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -1845797.000000 Penalty: 3417.416016
	Iteration 42Q: 3 clusters Score -1845797 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -1845813.500000 Penalty: 3417.416016
	Iteration 43Q: 3 clusters Score -1845814 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -1845830.250000 Penalty: 3417.416016
	Iteration 44Q: 3 clusters Score -1845830 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -1845864.000000 Penalty: 3417.416016
	Iteration 45Q: 3 clusters Score -1845864 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -1845884.875000 Penalty: 3417.416016
	Iteration 46Q: 3 clusters Score -1845885 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -1845896.000000 Penalty: 3417.416016
	Iteration 47Q: 3 clusters Score -1845896 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -1845919.375000 Penalty: 3417.416016
	Iteration 48Q: 3 clusters Score -1845919 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -1845943.000000 Penalty: 3417.416016
	Iteration 49Q: 3 clusters Score -1845943 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -1845954.375000 Penalty: 3417.416016
	Iteration 50Q: 3 clusters Score -1845954 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -1845974.375000 Penalty: 3417.416016
	Iteration 51Q: 3 clusters Score -1845974 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -1846001.000000 Penalty: 3417.416016
	Iteration 52Q: 3 clusters Score -1846001 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -1846015.875000 Penalty: 3417.416016
	Iteration 53Q: 3 clusters Score -1846016 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -1846034.625000 Penalty: 3417.416016
	Iteration 54Q: 3 clusters Score -1846035 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -1846054.875000 Penalty: 3417.416016
	Iteration 55Q: 3 clusters Score -1846055 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -1846088.875000 Penalty: 3417.416016
	Iteration 56Q: 3 clusters Score -1846089 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -1846107.250000 Penalty: 3417.416016
	Iteration 57Q: 3 clusters Score -1846107 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -1846128.750000 Penalty: 3417.416016
	Iteration 58Q: 3 clusters Score -1846129 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -1846157.375000 Penalty: 3417.416016
	Iteration 59Q: 3 clusters Score -1846157 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -1846175.125000 Penalty: 3417.416016
	Iteration 60F: 3 clusters Score -1846175 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -1846195.250000 Penalty: 3417.416016
	Iteration 61Q: 3 clusters Score -1846195 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -1846221.125000 Penalty: 3417.416016
	Iteration 62Q: 3 clusters Score -1846221 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -1846249.625000 Penalty: 3417.416016
	Iteration 63Q: 3 clusters Score -1846250 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -1846260.750000 Penalty: 3417.416016
	Iteration 64Q: 3 clusters Score -1846261 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -1846289.625000 Penalty: 3417.416016
	Iteration 65Q: 3 clusters Score -1846290 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -1846318.875000 Penalty: 3417.416016
	Iteration 66Q: 3 clusters Score -1846319 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -1846343.000000 Penalty: 3417.416016
	Iteration 67Q: 3 clusters Score -1846343 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -1846363.750000 Penalty: 3417.416016
	Iteration 68Q: 3 clusters Score -1846364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -1846386.750000 Penalty: 3417.416016
	Iteration 69Q: 3 clusters Score -1846387 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -1846424.625000 Penalty: 3417.416016
	Iteration 70Q: 3 clusters Score -1846425 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -1846447.375000 Penalty: 3417.416016
	Iteration 71Q: 3 clusters Score -1846447 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -1846493.875000 Penalty: 3417.416016
	Iteration 72Q: 3 clusters Score -1846494 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -1846538.625000 Penalty: 3417.416016
	Iteration 73Q: 3 clusters Score -1846539 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -1846597.875000 Penalty: 3417.416016
	Iteration 74Q: 3 clusters Score -1846598 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -1846661.375000 Penalty: 3417.416016
	Iteration 75Q: 3 clusters Score -1846661 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -1846716.875000 Penalty: 3417.416016
	Iteration 76Q: 3 clusters Score -1846717 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -1846784.500000 Penalty: 3417.416016
	Iteration 77Q: 3 clusters Score -1846784 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -1846858.375000 Penalty: 3417.416016
	Iteration 78Q: 3 clusters Score -1846858 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -1846935.375000 Penalty: 3417.416016
	Iteration 79Q: 3 clusters Score -1846935 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -1847006.000000 Penalty: 3417.416016
	Iteration 80F: 3 clusters Score -1847006 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -1847072.125000 Penalty: 3417.416016
	Iteration 81Q: 3 clusters Score -1847072 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -1847137.875000 Penalty: 3417.416016
	Iteration 82Q: 3 clusters Score -1847138 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -1847210.750000 Penalty: 3417.416016
	Iteration 83Q: 3 clusters Score -1847211 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -1847260.375000 Penalty: 3417.416016
	Iteration 84Q: 3 clusters Score -1847260 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -1847314.250000 Penalty: 3417.416016
	Iteration 85Q: 3 clusters Score -1847314 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -1847370.750000 Penalty: 3417.416016
	Iteration 86Q: 3 clusters Score -1847371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -1847441.375000 Penalty: 3417.416016
	Iteration 87Q: 3 clusters Score -1847441 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -1847485.875000 Penalty: 3417.416016
	Iteration 88Q: 3 clusters Score -1847486 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -1847532.250000 Penalty: 3417.416016
	Iteration 89Q: 3 clusters Score -1847532 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -1847590.250000 Penalty: 3417.416016
	Iteration 90Q: 3 clusters Score -1847590 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -1847629.750000 Penalty: 3417.416016
	Iteration 91Q: 3 clusters Score -1847630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -1847645.750000 Penalty: 3417.416016
	Iteration 92Q: 3 clusters Score -1847646 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -1847668.250000 Penalty: 3417.416016
	Iteration 93Q: 3 clusters Score -1847668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -1847684.000000 Penalty: 3417.416016
	Iteration 94Q: 3 clusters Score -1847684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -1847701.125000 Penalty: 3417.416016
	Iteration 95Q: 3 clusters Score -1847701 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -1847719.625000 Penalty: 3417.416016
	Iteration 96Q: 3 clusters Score -1847720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -1847734.000000 Penalty: 3417.416016
	Iteration 97Q: 3 clusters Score -1847734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -1847744.375000 Penalty: 3417.416016
	Iteration 98Q: 3 clusters Score -1847744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -1847750.125000 Penalty: 3417.416016
	Iteration 99Q: 3 clusters Score -1847750 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -1847753.625000 Penalty: 3417.416016
	Iteration 100F: 3 clusters Score -1847754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -1847762.500000 Penalty: 3417.416016
	Iteration 101Q: 3 clusters Score -1847762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -1847764.750000 Penalty: 3417.416016
	Iteration 102Q: 3 clusters Score -1847765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -1847769.375000 Penalty: 3417.416016
	Iteration 103Q: 3 clusters Score -1847769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -1847772.000000 Penalty: 3417.416016
	Iteration 104Q: 3 clusters Score -1847772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -1847779.750000 Penalty: 3417.416016
	Iteration 105Q: 3 clusters Score -1847780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -1847779.875000 Penalty: 3417.416016
	Iteration 106Q: 3 clusters Score -1847780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -1847781.250000 Penalty: 3417.416016
	Iteration 107Q: 3 clusters Score -1847781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -1847780.625000 Penalty: 3417.416016
	Iteration 108Q: 3 clusters Score -1847781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -1847790.375000 Penalty: 3417.416016
	Iteration 109Q: 3 clusters Score -1847790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -1847792.875000 Penalty: 3417.416016
	Iteration 110Q: 3 clusters Score -1847793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -1847795.875000 Penalty: 3417.416016
	Iteration 111Q: 3 clusters Score -1847796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -1847795.500000 Penalty: 3417.416016
	Iteration 112Q: 3 clusters Score -1847796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -1847796.000000 Penalty: 3417.416016
	Iteration 113Q: 3 clusters Score -1847796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -1847799.750000 Penalty: 3417.416016
	Iteration 114Q: 3 clusters Score -1847800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -1847797.625000 Penalty: 3417.416016
	Iteration 115Q: 3 clusters Score -1847798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -1847799.875000 Penalty: 3417.416016
	Iteration 116Q: 3 clusters Score -1847800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -1847801.250000 Penalty: 3417.416016
	Iteration 117Q: 3 clusters Score -1847801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -1847803.625000 Penalty: 3417.416016
	Iteration 118Q: 3 clusters Score -1847804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -1847802.500000 Penalty: 3417.416016
	Iteration 119Q: 3 clusters Score -1847802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -1847806.125000 Penalty: 3417.416016
	Iteration 120F: 3 clusters Score -1847806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -1847808.250000 Penalty: 3417.416016
	Iteration 121Q: 3 clusters Score -1847808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -1847807.875000 Penalty: 3417.416016
	Iteration 122Q: 3 clusters Score -1847808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -1847808.250000 Penalty: 3417.416016
	Iteration 123Q: 3 clusters Score -1847808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -1847807.625000 Penalty: 3417.416016
	Iteration 124Q: 3 clusters Score -1847808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -1847808.875000 Penalty: 3417.416016
	Iteration 125Q: 3 clusters Score -1847809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -1847807.625000 Penalty: 3417.416016
	Iteration 126Q: 3 clusters Score -1847808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -1847807.625000 Penalty: 3417.416016
	Iteration 127F: 3 clusters Score -1847808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Entering Unmasked Estep 
Score: -766734.875000 Penalty: 1579.526855
	Iteration 0F: 2 clusters Score -766734.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -755296.750000 Penalty: 3159.053711
	Iteration 0F: 3 clusters Score -755296.8 nChanged 7435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -759476.812500 Penalty: 3159.053711
	Iteration 1F: 3 clusters Score -759476.8 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -760022.125000 Penalty: 3159.053711
	Iteration 2F: 3 clusters Score -760022.1 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -760712.562500 Penalty: 3159.053711
	Iteration 3F: 3 clusters Score -760712.6 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -761579.437500 Penalty: 3159.053711
	Iteration 4F: 3 clusters Score -761579.4 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -762535.437500 Penalty: 3159.053711
	Iteration 5F: 3 clusters Score -762535.4 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -763479.687500 Penalty: 3159.053711
	Iteration 6F: 3 clusters Score -763479.7 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -764297.062500 Penalty: 3159.053711
	Iteration 7F: 3 clusters Score -764297.1 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -764960.437500 Penalty: 3159.053711
	Iteration 8Q: 3 clusters Score -764960.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -765506.812500 Penalty: 3159.053711
	Iteration 9Q: 3 clusters Score -765506.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -765833.625000 Penalty: 3159.053711
	Iteration 10Q: 3 clusters Score -765833.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -765972.125000 Penalty: 3159.053711
	Iteration 11Q: 3 clusters Score -765972.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -766017.375000 Penalty: 3159.053711
	Iteration 12Q: 3 clusters Score -766017.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -766038.437500 Penalty: 3159.053711
	Iteration 13Q: 3 clusters Score -766038.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -766057.937500 Penalty: 3159.053711
	Iteration 14Q: 3 clusters Score -766057.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -766076.375000 Penalty: 3159.053711
	Iteration 15Q: 3 clusters Score -766076.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -766093.500000 Penalty: 3159.053711
	Iteration 16Q: 3 clusters Score -766093.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -766116.125000 Penalty: 3159.053711
	Iteration 17Q: 3 clusters Score -766116.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -766129.500000 Penalty: 3159.053711
	Iteration 18Q: 3 clusters Score -766129.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -766137.062500 Penalty: 3159.053711
	Iteration 19Q: 3 clusters Score -766137.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -766142.125000 Penalty: 3159.053711
	Iteration 20F: 3 clusters Score -766142.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -766144.250000 Penalty: 3159.053711
	Iteration 21Q: 3 clusters Score -766144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -766148.000000 Penalty: 3159.053711
	Iteration 22Q: 3 clusters Score -766148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -766149.687500 Penalty: 3159.053711
	Iteration 23Q: 3 clusters Score -766149.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -766150.125000 Penalty: 3159.053711
	Iteration 24Q: 3 clusters Score -766150.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -766153.125000 Penalty: 3159.053711
	Iteration 25Q: 3 clusters Score -766153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -766152.937500 Penalty: 3159.053711
	Iteration 26Q: 3 clusters Score -766152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -766155.875000 Penalty: 3159.053711
	Iteration 27Q: 3 clusters Score -766155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -766157.250000 Penalty: 3159.053711
	Iteration 28Q: 3 clusters Score -766157.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -766158.312500 Penalty: 3159.053711
	Iteration 29Q: 3 clusters Score -766158.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -766161.062500 Penalty: 3159.053711
	Iteration 30Q: 3 clusters Score -766161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -766164.625000 Penalty: 3159.053711
	Iteration 31Q: 3 clusters Score -766164.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -766165.250000 Penalty: 3159.053711
	Iteration 32Q: 3 clusters Score -766165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -766169.375000 Penalty: 3159.053711
	Iteration 33Q: 3 clusters Score -766169.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -766169.625000 Penalty: 3159.053711
	Iteration 34Q: 3 clusters Score -766169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -766167.937500 Penalty: 3159.053711
	Iteration 35Q: 3 clusters Score -766167.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -766169.937500 Penalty: 3159.053711
	Iteration 36Q: 3 clusters Score -766169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -766170.187500 Penalty: 3159.053711
	Iteration 37Q: 3 clusters Score -766170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -766170.187500 Penalty: 3159.053711
	Iteration 38F: 3 clusters Score -766170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Entering Unmasked Estep 
Score: -97789.023438 Penalty: 1273.538452
	Iteration 0F: 2 clusters Score -97789.02 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 1277 members 
Entering Unmasked Estep 
Score: -95415.179688 Penalty: 2547.076904
	Iteration 0F: 3 clusters Score -95415.18 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -95998.335938 Penalty: 2547.076904
	Iteration 1F: 3 clusters Score -95998.34 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -96222.085938 Penalty: 2547.076904
	Iteration 2F: 3 clusters Score -96222.09 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -96472.445312 Penalty: 2547.076904
	Iteration 3F: 3 clusters Score -96472.45 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -96769.898438 Penalty: 2547.076904
	Iteration 4F: 3 clusters Score -96769.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -97067.851562 Penalty: 2547.076904
	Iteration 5F: 3 clusters Score -97067.85 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -97267.140625 Penalty: 2547.076904
	Iteration 6F: 3 clusters Score -97267.14 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -97383.046875 Penalty: 2547.076904
	Iteration 7Q: 3 clusters Score -97383.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -97459.562500 Penalty: 2547.076904
	Iteration 8Q: 3 clusters Score -97459.56 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -97518.781250 Penalty: 2547.076904
	Iteration 9Q: 3 clusters Score -97518.78 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -97586.656250 Penalty: 2547.076904
	Iteration 10Q: 3 clusters Score -97586.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -97665.195312 Penalty: 2547.076904
	Iteration 11Q: 3 clusters Score -97665.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -97735.992188 Penalty: 2547.076904
	Iteration 12Q: 3 clusters Score -97735.99 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -97779.140625 Penalty: 2547.076904
	Iteration 13Q: 3 clusters Score -97779.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -97819.203125 Penalty: 2547.076904
	Iteration 14Q: 3 clusters Score -97819.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -97861.953125 Penalty: 2547.076904
	Iteration 15Q: 3 clusters Score -97861.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -97924.617188 Penalty: 2547.076904
	Iteration 16Q: 3 clusters Score -97924.62 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -98034.242188 Penalty: 2547.076904
	Iteration 17Q: 3 clusters Score -98034.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -98133.578125 Penalty: 2547.076904
	Iteration 18Q: 3 clusters Score -98133.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -98209.296875 Penalty: 2547.076904
	Iteration 19Q: 3 clusters Score -98209.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -98259.671875 Penalty: 2547.076904
	Iteration 20F: 3 clusters Score -98259.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -98277.687500 Penalty: 2547.076904
	Iteration 21Q: 3 clusters Score -98277.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -98283.007812 Penalty: 2547.076904
	Iteration 22Q: 3 clusters Score -98283.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -98283.312500 Penalty: 2547.076904
	Iteration 23Q: 3 clusters Score -98283.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -98283.312500 Penalty: 2547.076904
	Iteration 24F: 3 clusters Score -98283.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 9756 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36869 members 
Mstep: Class 6 contains 16650 members 
Mstep: Class 7 contains 1803 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 730 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 7696 members 
Mstep: Class 17 contains 379838 members 
Mstep: Class 18 contains 32619 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 39642 members 
Mstep: Class 23 contains 9807 members 
Entering Unmasked Estep 
Score: -28197766.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28198128.000000 to -28197766.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -83165.562500 Penalty: 1216.847778
	Iteration 0F: 2 clusters Score -83165.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -81182.625000 Penalty: 2433.695557
	Iteration 0F: 3 clusters Score -81182.62 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -81559.742188 Penalty: 2433.695557
	Iteration 1F: 3 clusters Score -81559.74 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -81645.718750 Penalty: 2433.695557
	Iteration 2F: 3 clusters Score -81645.72 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -81698.843750 Penalty: 2433.695557
	Iteration 3Q: 3 clusters Score -81698.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -81727.507812 Penalty: 2433.695557
	Iteration 4Q: 3 clusters Score -81727.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -81743.875000 Penalty: 2433.695557
	Iteration 5Q: 3 clusters Score -81743.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -81764.187500 Penalty: 2433.695557
	Iteration 6Q: 3 clusters Score -81764.19 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -81782.156250 Penalty: 2433.695557
	Iteration 7Q: 3 clusters Score -81782.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -81787.367188 Penalty: 2433.695557
	Iteration 8Q: 3 clusters Score -81787.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -81790.625000 Penalty: 2433.695557
	Iteration 9Q: 3 clusters Score -81790.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -81797.656250 Penalty: 2433.695557
	Iteration 10Q: 3 clusters Score -81797.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -81804.976562 Penalty: 2433.695557
	Iteration 11Q: 3 clusters Score -81804.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -81812.851562 Penalty: 2433.695557
	Iteration 12Q: 3 clusters Score -81812.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -81818.265625 Penalty: 2433.695557
	Iteration 13Q: 3 clusters Score -81818.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -81826.039062 Penalty: 2433.695557
	Iteration 14Q: 3 clusters Score -81826.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -81827.203125 Penalty: 2433.695557
	Iteration 15Q: 3 clusters Score -81827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -81829.875000 Penalty: 2433.695557
	Iteration 16Q: 3 clusters Score -81829.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -81831.335938 Penalty: 2433.695557
	Iteration 17Q: 3 clusters Score -81831.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -81832.304688 Penalty: 2433.695557
	Iteration 18Q: 3 clusters Score -81832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -81833.062500 Penalty: 2433.695557
	Iteration 19Q: 3 clusters Score -81833.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -81834.164062 Penalty: 2433.695557
	Iteration 20F: 3 clusters Score -81834.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -50291.371094 Penalty: 1128.727295
	Iteration 0F: 2 clusters Score -50291.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -48822.937500 Penalty: 2257.454590
	Iteration 0F: 3 clusters Score -48822.94 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -49069.507812 Penalty: 2257.454590
	Iteration 1F: 3 clusters Score -49069.51 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -49158.367188 Penalty: 2257.454590
	Iteration 2F: 3 clusters Score -49158.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -49201.828125 Penalty: 2257.454590
	Iteration 3Q: 3 clusters Score -49201.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -49247.417969 Penalty: 2257.454590
	Iteration 4Q: 3 clusters Score -49247.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -49315.601562 Penalty: 2257.454590
	Iteration 5Q: 3 clusters Score -49315.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -49456.679688 Penalty: 2257.454590
	Iteration 6F: 3 clusters Score -49456.68 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -49565.707031 Penalty: 2257.454590
	Iteration 7F: 3 clusters Score -49565.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -49654.960938 Penalty: 2257.454590
	Iteration 8F: 3 clusters Score -49654.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49709.640625 Penalty: 2257.454590
	Iteration 9Q: 3 clusters Score -49709.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -49736.441406 Penalty: 2257.454590
	Iteration 10Q: 3 clusters Score -49736.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49748.832031 Penalty: 2257.454590
	Iteration 11Q: 3 clusters Score -49748.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -49760.972656 Penalty: 2257.454590
	Iteration 12Q: 3 clusters Score -49760.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49767.992188 Penalty: 2257.454590
	Iteration 13Q: 3 clusters Score -49767.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49776.773438 Penalty: 2257.454590
	Iteration 14Q: 3 clusters Score -49776.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49785.941406 Penalty: 2257.454590
	Iteration 15Q: 3 clusters Score -49785.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49794.031250 Penalty: 2257.454590
	Iteration 16Q: 3 clusters Score -49794.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49796.035156 Penalty: 2257.454590
	Iteration 17Q: 3 clusters Score -49796.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49797.949219 Penalty: 2257.454590
	Iteration 18Q: 3 clusters Score -49797.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49800.472656 Penalty: 2257.454590
	Iteration 19Q: 3 clusters Score -49800.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -49802.089844 Penalty: 2257.454590
	Iteration 20F: 3 clusters Score -49802.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49803.964844 Penalty: 2257.454590
	Iteration 21Q: 3 clusters Score -49803.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -49807.148438 Penalty: 2257.454590
	Iteration 22Q: 3 clusters Score -49807.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49810.648438 Penalty: 2257.454590
	Iteration 23Q: 3 clusters Score -49810.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -49813.808594 Penalty: 2257.454590
	Iteration 24Q: 3 clusters Score -49813.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49815.085938 Penalty: 2257.454590
	Iteration 25Q: 3 clusters Score -49815.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49815.511719 Penalty: 2257.454590
	Iteration 26Q: 3 clusters Score -49815.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49815.511719 Penalty: 2257.454590
	Iteration 27F: 3 clusters Score -49815.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Entering Unmasked Estep 
Score: -450394.281250 Penalty: 1487.315552
	Iteration 0F: 2 clusters Score -450394.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -443550.406250 Penalty: 2974.631104
	Iteration 0F: 3 clusters Score -443550.4 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -445660.656250 Penalty: 2974.631104
	Iteration 1F: 3 clusters Score -445660.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -445873.218750 Penalty: 2974.631104
	Iteration 2F: 3 clusters Score -445873.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -446091.375000 Penalty: 2974.631104
	Iteration 3Q: 3 clusters Score -446091.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -446348.000000 Penalty: 2974.631104
	Iteration 4Q: 3 clusters Score -446348 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -446678.156250 Penalty: 2974.631104
	Iteration 5Q: 3 clusters Score -446678.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -446975.625000 Penalty: 2974.631104
	Iteration 6Q: 3 clusters Score -446975.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -447262.781250 Penalty: 2974.631104
	Iteration 7Q: 3 clusters Score -447262.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -447503.656250 Penalty: 2974.631104
	Iteration 8Q: 3 clusters Score -447503.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -447694.812500 Penalty: 2974.631104
	Iteration 9Q: 3 clusters Score -447694.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -447876.062500 Penalty: 2974.631104
	Iteration 10Q: 3 clusters Score -447876.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -448049.187500 Penalty: 2974.631104
	Iteration 11Q: 3 clusters Score -448049.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -448185.750000 Penalty: 2974.631104
	Iteration 12Q: 3 clusters Score -448185.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -448294.656250 Penalty: 2974.631104
	Iteration 13Q: 3 clusters Score -448294.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -448396.750000 Penalty: 2974.631104
	Iteration 14Q: 3 clusters Score -448396.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -448489.281250 Penalty: 2974.631104
	Iteration 15Q: 3 clusters Score -448489.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -448564.343750 Penalty: 2974.631104
	Iteration 16Q: 3 clusters Score -448564.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -448643.906250 Penalty: 2974.631104
	Iteration 17Q: 3 clusters Score -448643.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -448711.343750 Penalty: 2974.631104
	Iteration 18Q: 3 clusters Score -448711.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -448765.750000 Penalty: 2974.631104
	Iteration 19Q: 3 clusters Score -448765.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -448825.500000 Penalty: 2974.631104
	Iteration 20F: 3 clusters Score -448825.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -448867.968750 Penalty: 2974.631104
	Iteration 21Q: 3 clusters Score -448868 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -448912.187500 Penalty: 2974.631104
	Iteration 22Q: 3 clusters Score -448912.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -448941.718750 Penalty: 2974.631104
	Iteration 23Q: 3 clusters Score -448941.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -448962.218750 Penalty: 2974.631104
	Iteration 24Q: 3 clusters Score -448962.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -448980.781250 Penalty: 2974.631104
	Iteration 25Q: 3 clusters Score -448980.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -448998.218750 Penalty: 2974.631104
	Iteration 26Q: 3 clusters Score -448998.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -449012.875000 Penalty: 2974.631104
	Iteration 27Q: 3 clusters Score -449012.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -449024.031250 Penalty: 2974.631104
	Iteration 28Q: 3 clusters Score -449024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -449034.875000 Penalty: 2974.631104
	Iteration 29Q: 3 clusters Score -449034.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -449042.718750 Penalty: 2974.631104
	Iteration 30Q: 3 clusters Score -449042.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -449047.718750 Penalty: 2974.631104
	Iteration 31Q: 3 clusters Score -449047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -449052.781250 Penalty: 2974.631104
	Iteration 32Q: 3 clusters Score -449052.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -449057.156250 Penalty: 2974.631104
	Iteration 33Q: 3 clusters Score -449057.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -449060.812500 Penalty: 2974.631104
	Iteration 34Q: 3 clusters Score -449060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -449066.812500 Penalty: 2974.631104
	Iteration 35Q: 3 clusters Score -449066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -449071.437500 Penalty: 2974.631104
	Iteration 36Q: 3 clusters Score -449071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -449074.406250 Penalty: 2974.631104
	Iteration 37Q: 3 clusters Score -449074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -449075.218750 Penalty: 2974.631104
	Iteration 38Q: 3 clusters Score -449075.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -449075.218750 Penalty: 2974.631104
	Iteration 39F: 3 clusters Score -449075.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Entering Unmasked Estep 
Score: -575187.000000 Penalty: 1531.701416
	Iteration 0F: 2 clusters Score -575187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -566491.187500 Penalty: 3063.402832
	Iteration 0F: 3 clusters Score -566491.2 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -569438.562500 Penalty: 3063.402832
	Iteration 1F: 3 clusters Score -569438.6 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -569746.250000 Penalty: 3063.402832
	Iteration 2F: 3 clusters Score -569746.2 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -570018.562500 Penalty: 3063.402832
	Iteration 3F: 3 clusters Score -570018.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -570255.812500 Penalty: 3063.402832
	Iteration 4Q: 3 clusters Score -570255.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -570525.375000 Penalty: 3063.402832
	Iteration 5Q: 3 clusters Score -570525.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -570816.562500 Penalty: 3063.402832
	Iteration 6Q: 3 clusters Score -570816.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -571131.437500 Penalty: 3063.402832
	Iteration 7Q: 3 clusters Score -571131.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -571478.187500 Penalty: 3063.402832
	Iteration 8Q: 3 clusters Score -571478.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -571816.187500 Penalty: 3063.402832
	Iteration 9Q: 3 clusters Score -571816.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -572063.437500 Penalty: 3063.402832
	Iteration 10Q: 3 clusters Score -572063.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -572233.875000 Penalty: 3063.402832
	Iteration 11Q: 3 clusters Score -572233.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -572350.000000 Penalty: 3063.402832
	Iteration 12Q: 3 clusters Score -572350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -572432.000000 Penalty: 3063.402832
	Iteration 13Q: 3 clusters Score -572432 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -572488.062500 Penalty: 3063.402832
	Iteration 14Q: 3 clusters Score -572488.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -572539.500000 Penalty: 3063.402832
	Iteration 15Q: 3 clusters Score -572539.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -572587.812500 Penalty: 3063.402832
	Iteration 16Q: 3 clusters Score -572587.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -572629.437500 Penalty: 3063.402832
	Iteration 17Q: 3 clusters Score -572629.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -572669.812500 Penalty: 3063.402832
	Iteration 18Q: 3 clusters Score -572669.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -572707.062500 Penalty: 3063.402832
	Iteration 19Q: 3 clusters Score -572707.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -572742.687500 Penalty: 3063.402832
	Iteration 20F: 3 clusters Score -572742.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -572777.625000 Penalty: 3063.402832
	Iteration 21Q: 3 clusters Score -572777.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -572798.812500 Penalty: 3063.402832
	Iteration 22Q: 3 clusters Score -572798.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -572817.875000 Penalty: 3063.402832
	Iteration 23Q: 3 clusters Score -572817.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -572837.625000 Penalty: 3063.402832
	Iteration 24Q: 3 clusters Score -572837.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -572858.312500 Penalty: 3063.402832
	Iteration 25Q: 3 clusters Score -572858.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -572881.937500 Penalty: 3063.402832
	Iteration 26Q: 3 clusters Score -572881.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -572907.375000 Penalty: 3063.402832
	Iteration 27Q: 3 clusters Score -572907.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -572931.562500 Penalty: 3063.402832
	Iteration 28Q: 3 clusters Score -572931.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -572955.125000 Penalty: 3063.402832
	Iteration 29Q: 3 clusters Score -572955.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -572977.562500 Penalty: 3063.402832
	Iteration 30Q: 3 clusters Score -572977.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -573005.000000 Penalty: 3063.402832
	Iteration 31Q: 3 clusters Score -573005 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -573031.375000 Penalty: 3063.402832
	Iteration 32Q: 3 clusters Score -573031.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -573062.562500 Penalty: 3063.402832
	Iteration 33Q: 3 clusters Score -573062.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -573088.687500 Penalty: 3063.402832
	Iteration 34Q: 3 clusters Score -573088.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -573121.875000 Penalty: 3063.402832
	Iteration 35Q: 3 clusters Score -573121.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -573161.250000 Penalty: 3063.402832
	Iteration 36Q: 3 clusters Score -573161.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -573193.937500 Penalty: 3063.402832
	Iteration 37Q: 3 clusters Score -573193.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -573223.937500 Penalty: 3063.402832
	Iteration 38Q: 3 clusters Score -573223.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -573260.437500 Penalty: 3063.402832
	Iteration 39Q: 3 clusters Score -573260.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -573297.062500 Penalty: 3063.402832
	Iteration 40F: 3 clusters Score -573297.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -573323.437500 Penalty: 3063.402832
	Iteration 41Q: 3 clusters Score -573323.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -573344.750000 Penalty: 3063.402832
	Iteration 42Q: 3 clusters Score -573344.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -573364.500000 Penalty: 3063.402832
	Iteration 43Q: 3 clusters Score -573364.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -573383.937500 Penalty: 3063.402832
	Iteration 44Q: 3 clusters Score -573383.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -573405.937500 Penalty: 3063.402832
	Iteration 45Q: 3 clusters Score -573405.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -573430.437500 Penalty: 3063.402832
	Iteration 46Q: 3 clusters Score -573430.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -573448.687500 Penalty: 3063.402832
	Iteration 47Q: 3 clusters Score -573448.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -573469.062500 Penalty: 3063.402832
	Iteration 48Q: 3 clusters Score -573469.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -573486.375000 Penalty: 3063.402832
	Iteration 49Q: 3 clusters Score -573486.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -573502.500000 Penalty: 3063.402832
	Iteration 50Q: 3 clusters Score -573502.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -573514.750000 Penalty: 3063.402832
	Iteration 51Q: 3 clusters Score -573514.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -573526.437500 Penalty: 3063.402832
	Iteration 52Q: 3 clusters Score -573526.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -573538.312500 Penalty: 3063.402832
	Iteration 53Q: 3 clusters Score -573538.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -573555.250000 Penalty: 3063.402832
	Iteration 54Q: 3 clusters Score -573555.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -573572.125000 Penalty: 3063.402832
	Iteration 55Q: 3 clusters Score -573572.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -573585.750000 Penalty: 3063.402832
	Iteration 56Q: 3 clusters Score -573585.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -573596.250000 Penalty: 3063.402832
	Iteration 57Q: 3 clusters Score -573596.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -573606.125000 Penalty: 3063.402832
	Iteration 58Q: 3 clusters Score -573606.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -573615.812500 Penalty: 3063.402832
	Iteration 59Q: 3 clusters Score -573615.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -573631.687500 Penalty: 3063.402832
	Iteration 60F: 3 clusters Score -573631.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -573649.000000 Penalty: 3063.402832
	Iteration 61Q: 3 clusters Score -573649 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -573670.812500 Penalty: 3063.402832
	Iteration 62Q: 3 clusters Score -573670.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -573683.375000 Penalty: 3063.402832
	Iteration 63Q: 3 clusters Score -573683.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -573701.750000 Penalty: 3063.402832
	Iteration 64Q: 3 clusters Score -573701.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -573717.812500 Penalty: 3063.402832
	Iteration 65Q: 3 clusters Score -573717.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -573742.875000 Penalty: 3063.402832
	Iteration 66Q: 3 clusters Score -573742.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -573771.562500 Penalty: 3063.402832
	Iteration 67Q: 3 clusters Score -573771.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -573798.187500 Penalty: 3063.402832
	Iteration 68Q: 3 clusters Score -573798.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -573823.500000 Penalty: 3063.402832
	Iteration 69Q: 3 clusters Score -573823.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -573847.750000 Penalty: 3063.402832
	Iteration 70Q: 3 clusters Score -573847.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -573864.062500 Penalty: 3063.402832
	Iteration 71Q: 3 clusters Score -573864.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -573880.000000 Penalty: 3063.402832
	Iteration 72Q: 3 clusters Score -573880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -573906.812500 Penalty: 3063.402832
	Iteration 73Q: 3 clusters Score -573906.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -573932.000000 Penalty: 3063.402832
	Iteration 74Q: 3 clusters Score -573932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -573951.500000 Penalty: 3063.402832
	Iteration 75Q: 3 clusters Score -573951.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -573976.125000 Penalty: 3063.402832
	Iteration 76Q: 3 clusters Score -573976.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -574003.062500 Penalty: 3063.402832
	Iteration 77Q: 3 clusters Score -574003.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -574027.750000 Penalty: 3063.402832
	Iteration 78Q: 3 clusters Score -574027.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -574052.125000 Penalty: 3063.402832
	Iteration 79Q: 3 clusters Score -574052.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -574069.250000 Penalty: 3063.402832
	Iteration 80F: 3 clusters Score -574069.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -574089.062500 Penalty: 3063.402832
	Iteration 81Q: 3 clusters Score -574089.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -574114.250000 Penalty: 3063.402832
	Iteration 82Q: 3 clusters Score -574114.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -574134.500000 Penalty: 3063.402832
	Iteration 83Q: 3 clusters Score -574134.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -574152.687500 Penalty: 3063.402832
	Iteration 84Q: 3 clusters Score -574152.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -574161.437500 Penalty: 3063.402832
	Iteration 85Q: 3 clusters Score -574161.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -574169.875000 Penalty: 3063.402832
	Iteration 86Q: 3 clusters Score -574169.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -574172.000000 Penalty: 3063.402832
	Iteration 87Q: 3 clusters Score -574172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -574179.687500 Penalty: 3063.402832
	Iteration 88Q: 3 clusters Score -574179.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -574185.750000 Penalty: 3063.402832
	Iteration 89Q: 3 clusters Score -574185.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -574189.375000 Penalty: 3063.402832
	Iteration 90Q: 3 clusters Score -574189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -574193.187500 Penalty: 3063.402832
	Iteration 91Q: 3 clusters Score -574193.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -574198.437500 Penalty: 3063.402832
	Iteration 92Q: 3 clusters Score -574198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -574198.687500 Penalty: 3063.402832
	Iteration 93Q: 3 clusters Score -574198.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -574202.750000 Penalty: 3063.402832
	Iteration 94Q: 3 clusters Score -574202.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -574204.062500 Penalty: 3063.402832
	Iteration 95Q: 3 clusters Score -574204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -574204.687500 Penalty: 3063.402832
	Iteration 96Q: 3 clusters Score -574204.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -574204.500000 Penalty: 3063.402832
	Iteration 97Q: 3 clusters Score -574204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -574204.812500 Penalty: 3063.402832
	Iteration 98Q: 3 clusters Score -574204.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -574204.812500 Penalty: 3063.402832
	Iteration 99F: 3 clusters Score -574204.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Entering Unmasked Estep 
Score: -285891.687500 Penalty: 1416.862549
	Iteration 0F: 2 clusters Score -285891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -281206.000000 Penalty: 2833.725098
	Iteration 0F: 3 clusters Score -281206 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -282789.031250 Penalty: 2833.725098
	Iteration 1F: 3 clusters Score -282789 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -283239.906250 Penalty: 2833.725098
	Iteration 2F: 3 clusters Score -283239.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -283667.062500 Penalty: 2833.725098
	Iteration 3F: 3 clusters Score -283667.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -284059.281250 Penalty: 2833.725098
	Iteration 4F: 3 clusters Score -284059.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -284391.750000 Penalty: 2833.725098
	Iteration 5F: 3 clusters Score -284391.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -284648.562500 Penalty: 2833.725098
	Iteration 6F: 3 clusters Score -284648.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -284826.500000 Penalty: 2833.725098
	Iteration 7Q: 3 clusters Score -284826.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -284933.656250 Penalty: 2833.725098
	Iteration 8Q: 3 clusters Score -284933.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -285012.656250 Penalty: 2833.725098
	Iteration 9Q: 3 clusters Score -285012.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -285066.875000 Penalty: 2833.725098
	Iteration 10Q: 3 clusters Score -285066.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -285096.656250 Penalty: 2833.725098
	Iteration 11Q: 3 clusters Score -285096.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -285113.531250 Penalty: 2833.725098
	Iteration 12Q: 3 clusters Score -285113.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -285124.437500 Penalty: 2833.725098
	Iteration 13Q: 3 clusters Score -285124.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -285137.562500 Penalty: 2833.725098
	Iteration 14Q: 3 clusters Score -285137.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -285152.250000 Penalty: 2833.725098
	Iteration 15Q: 3 clusters Score -285152.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -285166.281250 Penalty: 2833.725098
	Iteration 16Q: 3 clusters Score -285166.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -285180.687500 Penalty: 2833.725098
	Iteration 17Q: 3 clusters Score -285180.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -285193.812500 Penalty: 2833.725098
	Iteration 18Q: 3 clusters Score -285193.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -285203.531250 Penalty: 2833.725098
	Iteration 19Q: 3 clusters Score -285203.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -285210.531250 Penalty: 2833.725098
	Iteration 20F: 3 clusters Score -285210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -285212.968750 Penalty: 2833.725098
	Iteration 21Q: 3 clusters Score -285213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -285218.125000 Penalty: 2833.725098
	Iteration 22Q: 3 clusters Score -285218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -285221.718750 Penalty: 2833.725098
	Iteration 23Q: 3 clusters Score -285221.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -285223.437500 Penalty: 2833.725098
	Iteration 24Q: 3 clusters Score -285223.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -285225.968750 Penalty: 2833.725098
	Iteration 25Q: 3 clusters Score -285226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -285229.031250 Penalty: 2833.725098
	Iteration 26Q: 3 clusters Score -285229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -285229.625000 Penalty: 2833.725098
	Iteration 27Q: 3 clusters Score -285229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -285230.812500 Penalty: 2833.725098
	Iteration 28Q: 3 clusters Score -285230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -285230.812500 Penalty: 2833.725098
	Iteration 29F: 3 clusters Score -285230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -386888.656250 Penalty: 1454.124023
	Iteration 0F: 2 clusters Score -386888.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -381174.968750 Penalty: 2908.248047
	Iteration 0F: 3 clusters Score -381175 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -382918.937500 Penalty: 2908.248047
	Iteration 1F: 3 clusters Score -382918.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -383127.625000 Penalty: 2908.248047
	Iteration 2F: 3 clusters Score -383127.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -383282.500000 Penalty: 2908.248047
	Iteration 3F: 3 clusters Score -383282.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -383409.281250 Penalty: 2908.248047
	Iteration 4Q: 3 clusters Score -383409.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -383536.468750 Penalty: 2908.248047
	Iteration 5Q: 3 clusters Score -383536.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -383665.718750 Penalty: 2908.248047
	Iteration 6Q: 3 clusters Score -383665.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -383787.093750 Penalty: 2908.248047
	Iteration 7Q: 3 clusters Score -383787.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -383940.781250 Penalty: 2908.248047
	Iteration 8Q: 3 clusters Score -383940.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -384121.343750 Penalty: 2908.248047
	Iteration 9Q: 3 clusters Score -384121.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -384345.343750 Penalty: 2908.248047
	Iteration 10Q: 3 clusters Score -384345.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -384583.156250 Penalty: 2908.248047
	Iteration 11Q: 3 clusters Score -384583.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -384818.593750 Penalty: 2908.248047
	Iteration 12Q: 3 clusters Score -384818.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -385033.875000 Penalty: 2908.248047
	Iteration 13Q: 3 clusters Score -385033.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -385201.031250 Penalty: 2908.248047
	Iteration 14Q: 3 clusters Score -385201 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -385329.812500 Penalty: 2908.248047
	Iteration 15Q: 3 clusters Score -385329.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -385420.906250 Penalty: 2908.248047
	Iteration 16Q: 3 clusters Score -385420.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -385486.093750 Penalty: 2908.248047
	Iteration 17Q: 3 clusters Score -385486.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -385545.218750 Penalty: 2908.248047
	Iteration 18Q: 3 clusters Score -385545.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -385582.187500 Penalty: 2908.248047
	Iteration 19Q: 3 clusters Score -385582.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -385608.656250 Penalty: 2908.248047
	Iteration 20F: 3 clusters Score -385608.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -385623.406250 Penalty: 2908.248047
	Iteration 21Q: 3 clusters Score -385623.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -385631.187500 Penalty: 2908.248047
	Iteration 22Q: 3 clusters Score -385631.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -385641.531250 Penalty: 2908.248047
	Iteration 23Q: 3 clusters Score -385641.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -385645.531250 Penalty: 2908.248047
	Iteration 24Q: 3 clusters Score -385645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -385649.562500 Penalty: 2908.248047
	Iteration 25Q: 3 clusters Score -385649.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -385652.687500 Penalty: 2908.248047
	Iteration 26Q: 3 clusters Score -385652.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -385655.031250 Penalty: 2908.248047
	Iteration 27Q: 3 clusters Score -385655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -385656.812500 Penalty: 2908.248047
	Iteration 28Q: 3 clusters Score -385656.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -385658.687500 Penalty: 2908.248047
	Iteration 29Q: 3 clusters Score -385658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -385661.062500 Penalty: 2908.248047
	Iteration 30Q: 3 clusters Score -385661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -385662.875000 Penalty: 2908.248047
	Iteration 31Q: 3 clusters Score -385662.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -385667.031250 Penalty: 2908.248047
	Iteration 32Q: 3 clusters Score -385667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -385669.281250 Penalty: 2908.248047
	Iteration 33Q: 3 clusters Score -385669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -385671.000000 Penalty: 2908.248047
	Iteration 34Q: 3 clusters Score -385671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -385672.875000 Penalty: 2908.248047
	Iteration 35Q: 3 clusters Score -385672.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -385673.718750 Penalty: 2908.248047
	Iteration 36Q: 3 clusters Score -385673.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -385673.906250 Penalty: 2908.248047
	Iteration 37Q: 3 clusters Score -385673.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -385673.906250 Penalty: 2908.248047
	Iteration 38F: 3 clusters Score -385673.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (379838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379838 members 
Entering Unmasked Estep 
Score: -18935704.000000 Penalty: 2087.718750
	Iteration 0F: 2 clusters Score -1.89357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189601 members 
Mstep: Class 2 contains 190237 members 
Entering Unmasked Estep 
Score: -18678602.000000 Penalty: 4175.437500
	Iteration 0F: 3 clusters Score -1.86786e+07 nChanged 185677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177134 members 
Mstep: Class 2 contains 202704 members 
Entering Unmasked Estep 
Score: -18790898.000000 Penalty: 4175.437500
	Iteration 1F: 3 clusters Score -1.87909e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167666 members 
Mstep: Class 2 contains 212172 members 
Entering Unmasked Estep 
Score: -18794490.000000 Penalty: 4175.437500
	Iteration 2Q: 3 clusters Score -1.879449e+07 nChanged 17918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152512 members 
Mstep: Class 2 contains 227326 members 
Entering Unmasked Estep 
Score: -18802230.000000 Penalty: 4175.437500
	Iteration 3Q: 3 clusters Score -1.880223e+07 nChanged 24796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130046 members 
Mstep: Class 2 contains 249792 members 
Entering Unmasked Estep 
Score: -18816772.000000 Penalty: 4175.437500
	Iteration 4F: 3 clusters Score -1.881677e+07 nChanged 31151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100669 members 
Mstep: Class 2 contains 279169 members 
Entering Unmasked Estep 
Score: -18840426.000000 Penalty: 4175.437500
	Iteration 5F: 3 clusters Score -1.884043e+07 nChanged 33570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 311725 members 
Entering Unmasked Estep 
Score: -18870184.000000 Penalty: 4175.437500
	Iteration 6F: 3 clusters Score -1.887018e+07 nChanged 29486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 340807 members 
Entering Unmasked Estep 
Score: -18898564.000000 Penalty: 4175.437500
	Iteration 7F: 3 clusters Score -1.889856e+07 nChanged 20298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 360993 members 
Entering Unmasked Estep 
Score: -18918096.000000 Penalty: 4175.437500
	Iteration 8F: 3 clusters Score -1.89181e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 371770 members 
Entering Unmasked Estep 
Score: -18927984.000000 Penalty: 4175.437500
	Iteration 9Q: 3 clusters Score -1.892798e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 376427 members 
Entering Unmasked Estep 
Score: -18931802.000000 Penalty: 4175.437500
	Iteration 10Q: 3 clusters Score -1.89318e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 378176 members 
Entering Unmasked Estep 
Score: -18933030.000000 Penalty: 4175.437500
	Iteration 11Q: 3 clusters Score -1.893303e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 378812 members 
Entering Unmasked Estep 
Score: -18933486.000000 Penalty: 4175.437500
	Iteration 12Q: 3 clusters Score -1.893349e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 379071 members 
Entering Unmasked Estep 
Score: -18933658.000000 Penalty: 4175.437500
	Iteration 13Q: 3 clusters Score -1.893366e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 379191 members 
Entering Unmasked Estep 
Score: -18933776.000000 Penalty: 4175.437500
	Iteration 14Q: 3 clusters Score -1.893378e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 379258 members 
Entering Unmasked Estep 
Score: -18933786.000000 Penalty: 4175.437500
	Iteration 15Q: 3 clusters Score -1.893379e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 379304 members 
Entering Unmasked Estep 
Score: -18933820.000000 Penalty: 4175.437500
	Iteration 16Q: 3 clusters Score -1.893382e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 379325 members 
Entering Unmasked Estep 
Score: -18933862.000000 Penalty: 4175.437500
	Iteration 17Q: 3 clusters Score -1.893386e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 379330 members 
Entering Unmasked Estep 
Score: -18933878.000000 Penalty: 4175.437500
	Iteration 18Q: 3 clusters Score -1.893388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 379341 members 
Entering Unmasked Estep 
Score: -18933880.000000 Penalty: 4175.437500
	Iteration 19Q: 3 clusters Score -1.893388e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 379349 members 
Entering Unmasked Estep 
Score: -18933890.000000 Penalty: 4175.437500
	Iteration 20F: 3 clusters Score -1.893389e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 379358 members 
Entering Unmasked Estep 
Score: -18933898.000000 Penalty: 4175.437500
	Iteration 21Q: 3 clusters Score -1.89339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 379363 members 
Entering Unmasked Estep 
Score: -18933928.000000 Penalty: 4175.437500
	Iteration 22Q: 3 clusters Score -1.893393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 379362 members 
Entering Unmasked Estep 
Score: -18933912.000000 Penalty: 4175.437500
	Iteration 23Q: 3 clusters Score -1.893391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 379361 members 
Entering Unmasked Estep 
Score: -18933916.000000 Penalty: 4175.437500
	Iteration 24Q: 3 clusters Score -1.893392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 379362 members 
Entering Unmasked Estep 
Score: -18933912.000000 Penalty: 4175.437500
	Iteration 25Q: 3 clusters Score -1.893391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 379359 members 
Entering Unmasked Estep 
Score: -18933914.000000 Penalty: 4175.437500
	Iteration 26Q: 3 clusters Score -1.893391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 379361 members 
Entering Unmasked Estep 
Score: -18933924.000000 Penalty: 4175.437500
	Iteration 27Q: 3 clusters Score -1.893392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 379362 members 
Entering Unmasked Estep 
Score: -18933928.000000 Penalty: 4175.437500
	Iteration 28Q: 3 clusters Score -1.893393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 379364 members 
Entering Unmasked Estep 
Score: -18933926.000000 Penalty: 4175.437500
	Iteration 29Q: 3 clusters Score -1.893393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 379364 members 
Entering Unmasked Estep 
Score: -18933926.000000 Penalty: 4175.437500
	Iteration 30F: 3 clusters Score -1.893393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Entering Unmasked Estep 
Score: -1663659.875000 Penalty: 1688.805664
	Iteration 0F: 2 clusters Score -1663660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1641605.125000 Penalty: 3377.611328
	Iteration 0F: 3 clusters Score -1641605 nChanged 15082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1649833.250000 Penalty: 3377.611328
	Iteration 1F: 3 clusters Score -1649833 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1650163.875000 Penalty: 3377.611328
	Iteration 2Q: 3 clusters Score -1650164 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1650519.000000 Penalty: 3377.611328
	Iteration 3Q: 3 clusters Score -1650519 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1650929.250000 Penalty: 3377.611328
	Iteration 4Q: 3 clusters Score -1650929 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1651453.250000 Penalty: 3377.611328
	Iteration 5Q: 3 clusters Score -1651453 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -1652159.500000 Penalty: 3377.611328
	Iteration 6Q: 3 clusters Score -1652160 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -1653116.500000 Penalty: 3377.611328
	Iteration 7F: 3 clusters Score -1653116 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -1654540.750000 Penalty: 3377.611328
	Iteration 8F: 3 clusters Score -1654541 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -1656267.125000 Penalty: 3377.611328
	Iteration 9F: 3 clusters Score -1656267 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -1658042.500000 Penalty: 3377.611328
	Iteration 10F: 3 clusters Score -1658042 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -1659464.750000 Penalty: 3377.611328
	Iteration 11Q: 3 clusters Score -1659465 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -1660388.875000 Penalty: 3377.611328
	Iteration 12Q: 3 clusters Score -1660389 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -1660984.000000 Penalty: 3377.611328
	Iteration 13Q: 3 clusters Score -1660984 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -1661382.750000 Penalty: 3377.611328
	Iteration 14Q: 3 clusters Score -1661383 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -1661622.750000 Penalty: 3377.611328
	Iteration 15Q: 3 clusters Score -1661623 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -1661814.125000 Penalty: 3377.611328
	Iteration 16Q: 3 clusters Score -1661814 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -1661934.625000 Penalty: 3377.611328
	Iteration 17Q: 3 clusters Score -1661935 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -1661996.250000 Penalty: 3377.611328
	Iteration 18Q: 3 clusters Score -1661996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -1662046.000000 Penalty: 3377.611328
	Iteration 19Q: 3 clusters Score -1662046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -1662081.000000 Penalty: 3377.611328
	Iteration 20F: 3 clusters Score -1662081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -1662107.875000 Penalty: 3377.611328
	Iteration 21Q: 3 clusters Score -1662108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -1662135.000000 Penalty: 3377.611328
	Iteration 22Q: 3 clusters Score -1662135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -1662153.500000 Penalty: 3377.611328
	Iteration 23Q: 3 clusters Score -1662154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -1662162.875000 Penalty: 3377.611328
	Iteration 24Q: 3 clusters Score -1662163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -1662173.625000 Penalty: 3377.611328
	Iteration 25Q: 3 clusters Score -1662174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -1662185.625000 Penalty: 3377.611328
	Iteration 26Q: 3 clusters Score -1662186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -1662195.500000 Penalty: 3377.611328
	Iteration 27Q: 3 clusters Score -1662196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -1662204.625000 Penalty: 3377.611328
	Iteration 28Q: 3 clusters Score -1662205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -1662215.500000 Penalty: 3377.611328
	Iteration 29Q: 3 clusters Score -1662216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -1662220.875000 Penalty: 3377.611328
	Iteration 30Q: 3 clusters Score -1662221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -1662223.250000 Penalty: 3377.611328
	Iteration 31Q: 3 clusters Score -1662223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -1662225.000000 Penalty: 3377.611328
	Iteration 32Q: 3 clusters Score -1662225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -1662230.500000 Penalty: 3377.611328
	Iteration 33Q: 3 clusters Score -1662230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -1662233.625000 Penalty: 3377.611328
	Iteration 34Q: 3 clusters Score -1662234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -1662237.625000 Penalty: 3377.611328
	Iteration 35Q: 3 clusters Score -1662238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -1662242.875000 Penalty: 3377.611328
	Iteration 36Q: 3 clusters Score -1662243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -1662244.625000 Penalty: 3377.611328
	Iteration 37Q: 3 clusters Score -1662245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -1662243.625000 Penalty: 3377.611328
	Iteration 38Q: 3 clusters Score -1662244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -1662244.750000 Penalty: 3377.611328
	Iteration 39Q: 3 clusters Score -1662245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -1662244.750000 Penalty: 3377.611328
	Iteration 40F: 3 clusters Score -1662245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -85721.593750 Penalty: 1218.025635
	Iteration 0F: 2 clusters Score -85721.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -83739.507812 Penalty: 2436.051270
	Iteration 0F: 3 clusters Score -83739.51 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -84122.250000 Penalty: 2436.051270
	Iteration 1F: 3 clusters Score -84122.25 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -84221.078125 Penalty: 2436.051270
	Iteration 2F: 3 clusters Score -84221.08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -84267.625000 Penalty: 2436.051270
	Iteration 3Q: 3 clusters Score -84267.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -84298.070312 Penalty: 2436.051270
	Iteration 4Q: 3 clusters Score -84298.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -84319.718750 Penalty: 2436.051270
	Iteration 5Q: 3 clusters Score -84319.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -84344.437500 Penalty: 2436.051270
	Iteration 6Q: 3 clusters Score -84344.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -84365.367188 Penalty: 2436.051270
	Iteration 7Q: 3 clusters Score -84365.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84378.781250 Penalty: 2436.051270
	Iteration 8Q: 3 clusters Score -84378.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -84389.195312 Penalty: 2436.051270
	Iteration 9Q: 3 clusters Score -84389.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -84401.898438 Penalty: 2436.051270
	Iteration 10Q: 3 clusters Score -84401.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84408.531250 Penalty: 2436.051270
	Iteration 11Q: 3 clusters Score -84408.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84416.226562 Penalty: 2436.051270
	Iteration 12Q: 3 clusters Score -84416.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -84426.515625 Penalty: 2436.051270
	Iteration 13Q: 3 clusters Score -84426.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -84431.476562 Penalty: 2436.051270
	Iteration 14Q: 3 clusters Score -84431.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -84434.859375 Penalty: 2436.051270
	Iteration 15Q: 3 clusters Score -84434.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -84438.078125 Penalty: 2436.051270
	Iteration 16Q: 3 clusters Score -84438.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84439.093750 Penalty: 2436.051270
	Iteration 17Q: 3 clusters Score -84439.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84440.398438 Penalty: 2436.051270
	Iteration 18Q: 3 clusters Score -84440.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84441.359375 Penalty: 2436.051270
	Iteration 19Q: 3 clusters Score -84441.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -84441.359375 Penalty: 2436.051270
	Iteration 20F: 3 clusters Score -84441.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Entering Unmasked Estep 
Score: -164681.000000 Penalty: 1311.978516
	Iteration 0F: 2 clusters Score -164681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -161789.765625 Penalty: 2623.957031
	Iteration 0F: 3 clusters Score -161789.8 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -162465.468750 Penalty: 2623.957031
	Iteration 1F: 3 clusters Score -162465.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -162586.375000 Penalty: 2623.957031
	Iteration 2F: 3 clusters Score -162586.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -162687.625000 Penalty: 2623.957031
	Iteration 3F: 3 clusters Score -162687.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -162755.296875 Penalty: 2623.957031
	Iteration 4Q: 3 clusters Score -162755.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -162802.890625 Penalty: 2623.957031
	Iteration 5Q: 3 clusters Score -162802.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -162836.343750 Penalty: 2623.957031
	Iteration 6Q: 3 clusters Score -162836.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -162865.937500 Penalty: 2623.957031
	Iteration 7Q: 3 clusters Score -162865.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -162890.625000 Penalty: 2623.957031
	Iteration 8Q: 3 clusters Score -162890.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -162915.750000 Penalty: 2623.957031
	Iteration 9Q: 3 clusters Score -162915.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -162938.218750 Penalty: 2623.957031
	Iteration 10Q: 3 clusters Score -162938.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -162963.875000 Penalty: 2623.957031
	Iteration 11Q: 3 clusters Score -162963.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -162991.593750 Penalty: 2623.957031
	Iteration 12Q: 3 clusters Score -162991.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -163019.421875 Penalty: 2623.957031
	Iteration 13Q: 3 clusters Score -163019.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -163053.140625 Penalty: 2623.957031
	Iteration 14Q: 3 clusters Score -163053.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -163090.125000 Penalty: 2623.957031
	Iteration 15Q: 3 clusters Score -163090.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -163115.671875 Penalty: 2623.957031
	Iteration 16Q: 3 clusters Score -163115.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -163150.187500 Penalty: 2623.957031
	Iteration 17Q: 3 clusters Score -163150.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -163174.343750 Penalty: 2623.957031
	Iteration 18Q: 3 clusters Score -163174.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -163192.593750 Penalty: 2623.957031
	Iteration 19Q: 3 clusters Score -163192.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -163209.656250 Penalty: 2623.957031
	Iteration 20F: 3 clusters Score -163209.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -163231.171875 Penalty: 2623.957031
	Iteration 21Q: 3 clusters Score -163231.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -163257.187500 Penalty: 2623.957031
	Iteration 22Q: 3 clusters Score -163257.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -163280.046875 Penalty: 2623.957031
	Iteration 23Q: 3 clusters Score -163280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -163306.234375 Penalty: 2623.957031
	Iteration 24Q: 3 clusters Score -163306.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -163335.453125 Penalty: 2623.957031
	Iteration 25Q: 3 clusters Score -163335.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -163365.703125 Penalty: 2623.957031
	Iteration 26Q: 3 clusters Score -163365.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -163395.875000 Penalty: 2623.957031
	Iteration 27Q: 3 clusters Score -163395.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -163421.265625 Penalty: 2623.957031
	Iteration 28Q: 3 clusters Score -163421.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -163446.265625 Penalty: 2623.957031
	Iteration 29Q: 3 clusters Score -163446.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -163476.734375 Penalty: 2623.957031
	Iteration 30Q: 3 clusters Score -163476.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -163497.390625 Penalty: 2623.957031
	Iteration 31Q: 3 clusters Score -163497.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -163516.390625 Penalty: 2623.957031
	Iteration 32Q: 3 clusters Score -163516.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -163529.328125 Penalty: 2623.957031
	Iteration 33Q: 3 clusters Score -163529.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -163536.453125 Penalty: 2623.957031
	Iteration 34Q: 3 clusters Score -163536.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -163543.359375 Penalty: 2623.957031
	Iteration 35Q: 3 clusters Score -163543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -163547.328125 Penalty: 2623.957031
	Iteration 36Q: 3 clusters Score -163547.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -163550.921875 Penalty: 2623.957031
	Iteration 37Q: 3 clusters Score -163550.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -163555.218750 Penalty: 2623.957031
	Iteration 38Q: 3 clusters Score -163555.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -163557.468750 Penalty: 2623.957031
	Iteration 39Q: 3 clusters Score -163557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -163561.140625 Penalty: 2623.957031
	Iteration 40F: 3 clusters Score -163561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -163562.437500 Penalty: 2623.957031
	Iteration 41Q: 3 clusters Score -163562.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -163565.687500 Penalty: 2623.957031
	Iteration 42Q: 3 clusters Score -163565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -163568.437500 Penalty: 2623.957031
	Iteration 43Q: 3 clusters Score -163568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -163569.734375 Penalty: 2623.957031
	Iteration 44Q: 3 clusters Score -163569.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -163569.734375 Penalty: 2623.957031
	Iteration 45F: 3 clusters Score -163569.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (39642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Entering Unmasked Estep 
Score: -1980162.500000 Penalty: 1720.492188
	Iteration 0F: 2 clusters Score -1980162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1953777.125000 Penalty: 3440.984375
	Iteration 0F: 3 clusters Score -1953777 nChanged 18469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1964082.250000 Penalty: 3440.984375
	Iteration 1F: 3 clusters Score -1964082 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1964848.875000 Penalty: 3440.984375
	Iteration 2Q: 3 clusters Score -1964849 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1965803.125000 Penalty: 3440.984375
	Iteration 3F: 3 clusters Score -1965803 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1966944.625000 Penalty: 3440.984375
	Iteration 4F: 3 clusters Score -1966945 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -1968411.625000 Penalty: 3440.984375
	Iteration 5F: 3 clusters Score -1968412 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1970009.375000 Penalty: 3440.984375
	Iteration 6F: 3 clusters Score -1970009 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1971513.875000 Penalty: 3440.984375
	Iteration 7F: 3 clusters Score -1971514 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1972589.250000 Penalty: 3440.984375
	Iteration 8F: 3 clusters Score -1972589 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1973150.750000 Penalty: 3440.984375
	Iteration 9Q: 3 clusters Score -1973151 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1973395.250000 Penalty: 3440.984375
	Iteration 10Q: 3 clusters Score -1973395 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -1973489.875000 Penalty: 3440.984375
	Iteration 11Q: 3 clusters Score -1973490 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1973575.875000 Penalty: 3440.984375
	Iteration 12Q: 3 clusters Score -1973576 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -1973647.250000 Penalty: 3440.984375
	Iteration 13Q: 3 clusters Score -1973647 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1973738.000000 Penalty: 3440.984375
	Iteration 14Q: 3 clusters Score -1973738 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1973829.750000 Penalty: 3440.984375
	Iteration 15Q: 3 clusters Score -1973830 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1973925.000000 Penalty: 3440.984375
	Iteration 16Q: 3 clusters Score -1973925 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1974037.250000 Penalty: 3440.984375
	Iteration 17Q: 3 clusters Score -1974037 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1974148.750000 Penalty: 3440.984375
	Iteration 18Q: 3 clusters Score -1974149 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1974267.000000 Penalty: 3440.984375
	Iteration 19Q: 3 clusters Score -1974267 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1974382.250000 Penalty: 3440.984375
	Iteration 20F: 3 clusters Score -1974382 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1974520.875000 Penalty: 3440.984375
	Iteration 21Q: 3 clusters Score -1974521 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1974680.625000 Penalty: 3440.984375
	Iteration 22Q: 3 clusters Score -1974681 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1974882.500000 Penalty: 3440.984375
	Iteration 23Q: 3 clusters Score -1974882 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1975082.500000 Penalty: 3440.984375
	Iteration 24Q: 3 clusters Score -1975082 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1975292.625000 Penalty: 3440.984375
	Iteration 25Q: 3 clusters Score -1975293 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1975513.750000 Penalty: 3440.984375
	Iteration 26Q: 3 clusters Score -1975514 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1975750.375000 Penalty: 3440.984375
	Iteration 27Q: 3 clusters Score -1975750 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1975976.625000 Penalty: 3440.984375
	Iteration 28Q: 3 clusters Score -1975977 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1976203.500000 Penalty: 3440.984375
	Iteration 29Q: 3 clusters Score -1976204 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1976435.875000 Penalty: 3440.984375
	Iteration 30Q: 3 clusters Score -1976436 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1976680.250000 Penalty: 3440.984375
	Iteration 31Q: 3 clusters Score -1976680 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1976935.500000 Penalty: 3440.984375
	Iteration 32Q: 3 clusters Score -1976936 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1977177.375000 Penalty: 3440.984375
	Iteration 33Q: 3 clusters Score -1977177 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1977414.500000 Penalty: 3440.984375
	Iteration 34Q: 3 clusters Score -1977414 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1977667.625000 Penalty: 3440.984375
	Iteration 35Q: 3 clusters Score -1977668 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1977955.000000 Penalty: 3440.984375
	Iteration 36Q: 3 clusters Score -1977955 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1978223.625000 Penalty: 3440.984375
	Iteration 37Q: 3 clusters Score -1978224 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1978501.750000 Penalty: 3440.984375
	Iteration 38Q: 3 clusters Score -1978502 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1978748.625000 Penalty: 3440.984375
	Iteration 39Q: 3 clusters Score -1978749 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1978930.125000 Penalty: 3440.984375
	Iteration 40F: 3 clusters Score -1978930 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1979034.750000 Penalty: 3440.984375
	Iteration 41Q: 3 clusters Score -1979035 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1979106.250000 Penalty: 3440.984375
	Iteration 42Q: 3 clusters Score -1979106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1979151.750000 Penalty: 3440.984375
	Iteration 43Q: 3 clusters Score -1979152 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1979181.125000 Penalty: 3440.984375
	Iteration 44Q: 3 clusters Score -1979181 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1979201.000000 Penalty: 3440.984375
	Iteration 45Q: 3 clusters Score -1979201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1979218.125000 Penalty: 3440.984375
	Iteration 46Q: 3 clusters Score -1979218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1979233.000000 Penalty: 3440.984375
	Iteration 47Q: 3 clusters Score -1979233 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1979251.250000 Penalty: 3440.984375
	Iteration 48Q: 3 clusters Score -1979251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1979255.250000 Penalty: 3440.984375
	Iteration 49Q: 3 clusters Score -1979255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1979262.375000 Penalty: 3440.984375
	Iteration 50Q: 3 clusters Score -1979262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1979269.500000 Penalty: 3440.984375
	Iteration 51Q: 3 clusters Score -1979270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1979272.000000 Penalty: 3440.984375
	Iteration 52Q: 3 clusters Score -1979272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1979271.625000 Penalty: 3440.984375
	Iteration 53Q: 3 clusters Score -1979272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1979274.625000 Penalty: 3440.984375
	Iteration 54Q: 3 clusters Score -1979275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1979283.625000 Penalty: 3440.984375
	Iteration 55Q: 3 clusters Score -1979284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1979280.250000 Penalty: 3440.984375
	Iteration 56Q: 3 clusters Score -1979280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1979285.125000 Penalty: 3440.984375
	Iteration 57Q: 3 clusters Score -1979285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1979285.625000 Penalty: 3440.984375
	Iteration 58Q: 3 clusters Score -1979286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1979283.750000 Penalty: 3440.984375
	Iteration 59Q: 3 clusters Score -1979284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1979284.750000 Penalty: 3440.984375
	Iteration 60F: 3 clusters Score -1979285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1979284.875000 Penalty: 3440.984375
	Iteration 61Q: 3 clusters Score -1979285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1979285.250000 Penalty: 3440.984375
	Iteration 62Q: 3 clusters Score -1979285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1979279.750000 Penalty: 3440.984375
	Iteration 63Q: 3 clusters Score -1979280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1979281.125000 Penalty: 3440.984375
	Iteration 64Q: 3 clusters Score -1979281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1979284.625000 Penalty: 3440.984375
	Iteration 65Q: 3 clusters Score -1979285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1979285.750000 Penalty: 3440.984375
	Iteration 66Q: 3 clusters Score -1979286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1979283.625000 Penalty: 3440.984375
	Iteration 67Q: 3 clusters Score -1979284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1979284.500000 Penalty: 3440.984375
	Iteration 68Q: 3 clusters Score -1979284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1979284.500000 Penalty: 3440.984375
	Iteration 69F: 3 clusters Score -1979284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Entering Unmasked Estep 
Score: -503530.875000 Penalty: 1493.513306
	Iteration 0F: 2 clusters Score -503530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -496437.500000 Penalty: 2987.026611
	Iteration 0F: 3 clusters Score -496437.5 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -498619.343750 Penalty: 2987.026611
	Iteration 1F: 3 clusters Score -498619.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -498807.656250 Penalty: 2987.026611
	Iteration 2F: 3 clusters Score -498807.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -498965.875000 Penalty: 2987.026611
	Iteration 3Q: 3 clusters Score -498965.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -499116.000000 Penalty: 2987.026611
	Iteration 4Q: 3 clusters Score -499116 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -499259.375000 Penalty: 2987.026611
	Iteration 5Q: 3 clusters Score -499259.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -499389.093750 Penalty: 2987.026611
	Iteration 6Q: 3 clusters Score -499389.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -499538.781250 Penalty: 2987.026611
	Iteration 7Q: 3 clusters Score -499538.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -499726.125000 Penalty: 2987.026611
	Iteration 8Q: 3 clusters Score -499726.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -499974.687500 Penalty: 2987.026611
	Iteration 9Q: 3 clusters Score -499974.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -500281.437500 Penalty: 2987.026611
	Iteration 10Q: 3 clusters Score -500281.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -500641.125000 Penalty: 2987.026611
	Iteration 11F: 3 clusters Score -500641.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -501054.937500 Penalty: 2987.026611
	Iteration 12F: 3 clusters Score -501054.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -501459.750000 Penalty: 2987.026611
	Iteration 13Q: 3 clusters Score -501459.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -501733.343750 Penalty: 2987.026611
	Iteration 14Q: 3 clusters Score -501733.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -501911.031250 Penalty: 2987.026611
	Iteration 15Q: 3 clusters Score -501911 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -502021.062500 Penalty: 2987.026611
	Iteration 16Q: 3 clusters Score -502021.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -502097.843750 Penalty: 2987.026611
	Iteration 17Q: 3 clusters Score -502097.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -502148.406250 Penalty: 2987.026611
	Iteration 18Q: 3 clusters Score -502148.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -502183.218750 Penalty: 2987.026611
	Iteration 19Q: 3 clusters Score -502183.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -502205.625000 Penalty: 2987.026611
	Iteration 20F: 3 clusters Score -502205.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -502222.531250 Penalty: 2987.026611
	Iteration 21Q: 3 clusters Score -502222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -502231.843750 Penalty: 2987.026611
	Iteration 22Q: 3 clusters Score -502231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -502236.250000 Penalty: 2987.026611
	Iteration 23Q: 3 clusters Score -502236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -502237.968750 Penalty: 2987.026611
	Iteration 24Q: 3 clusters Score -502238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -502240.750000 Penalty: 2987.026611
	Iteration 25Q: 3 clusters Score -502240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -502244.468750 Penalty: 2987.026611
	Iteration 26Q: 3 clusters Score -502244.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -502246.500000 Penalty: 2987.026611
	Iteration 27Q: 3 clusters Score -502246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -502246.875000 Penalty: 2987.026611
	Iteration 28Q: 3 clusters Score -502246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -502246.875000 Penalty: 2987.026611
	Iteration 29F: 3 clusters Score -502246.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10673 members 
Mstep: Class 3 contains 9756 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36869 members 
Mstep: Class 6 contains 16650 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 7696 members 
Mstep: Class 17 contains 379838 members 
Mstep: Class 18 contains 32619 members 
Mstep: Class 19 contains 1800 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 39642 members 
Mstep: Class 23 contains 9807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198160.000000 Penalty: 41003.015625
Iteration 159Q: 20 clusters Score -2.819816e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10676 members 
Mstep: Class 3 contains 9759 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36866 members 
Mstep: Class 6 contains 16645 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 13 contains 12403 members 
Mstep: Class 14 contains 6124 members 
Mstep: Class 15 contains 7649 members 
Mstep: Class 17 contains 379815 members 
Mstep: Class 18 contains 32616 members 
Mstep: Class 19 contains 1813 members 
Mstep: Class 21 contains 3206 members 
Mstep: Class 22 contains 39705 members 
Mstep: Class 23 contains 9807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198164.000000 Penalty: 41003.015625
Iteration 160F: 20 clusters Score -2.819816e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10678 members 
Mstep: Class 3 contains 9762 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36862 members 
Mstep: Class 6 contains 16641 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 13 contains 12400 members 
Mstep: Class 14 contains 6125 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 17 contains 379794 members 
Mstep: Class 18 contains 32617 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 39777 members 
Mstep: Class 23 contains 9810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198212.000000 Penalty: 41003.015625
Iteration 161Q: 20 clusters Score -2.819821e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10684 members 
Mstep: Class 3 contains 9763 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36865 members 
Mstep: Class 6 contains 16641 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 13 contains 12399 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 7534 members 
Mstep: Class 17 contains 379776 members 
Mstep: Class 18 contains 32613 members 
Mstep: Class 19 contains 1818 members 
Mstep: Class 21 contains 3205 members 
Mstep: Class 22 contains 39843 members 
Mstep: Class 23 contains 9814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198196.000000 Penalty: 41003.015625
Iteration 162Q: 20 clusters Score -2.81982e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 9768 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36874 members 
Mstep: Class 6 contains 16640 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 13 contains 12398 members 
Mstep: Class 14 contains 6120 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 17 contains 379757 members 
Mstep: Class 18 contains 32612 members 
Mstep: Class 19 contains 1821 members 
Mstep: Class 21 contains 3201 members 
Mstep: Class 22 contains 39915 members 
Mstep: Class 23 contains 9813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198252.000000 Penalty: 41003.015625
Iteration 163Q: 20 clusters Score -2.819825e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 9773 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36869 members 
Mstep: Class 6 contains 16638 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 13 contains 12398 members 
Mstep: Class 14 contains 6114 members 
Mstep: Class 15 contains 7413 members 
Mstep: Class 17 contains 379727 members 
Mstep: Class 18 contains 32611 members 
Mstep: Class 19 contains 1827 members 
Mstep: Class 21 contains 3199 members 
Mstep: Class 22 contains 40002 members 
Mstep: Class 23 contains 9815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198280.000000 Penalty: 41003.015625
Iteration 164Q: 20 clusters Score -2.819828e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10697 members 
Mstep: Class 3 contains 9769 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36858 members 
Mstep: Class 6 contains 16637 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 13 contains 12401 members 
Mstep: Class 14 contains 6111 members 
Mstep: Class 15 contains 7339 members 
Mstep: Class 17 contains 379694 members 
Mstep: Class 18 contains 32612 members 
Mstep: Class 19 contains 1837 members 
Mstep: Class 21 contains 3196 members 
Mstep: Class 22 contains 40109 members 
Mstep: Class 23 contains 9815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198296.000000 Penalty: 41003.015625
Iteration 165Q: 20 clusters Score -2.81983e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10698 members 
Mstep: Class 3 contains 9768 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36854 members 
Mstep: Class 6 contains 16638 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 13 contains 12403 members 
Mstep: Class 14 contains 6115 members 
Mstep: Class 15 contains 7272 members 
Mstep: Class 17 contains 379653 members 
Mstep: Class 18 contains 32608 members 
Mstep: Class 19 contains 1843 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 40208 members 
Mstep: Class 23 contains 9821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198260.000000 Penalty: 41003.015625
Iteration 166Q: 20 clusters Score -2.819826e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10696 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36854 members 
Mstep: Class 6 contains 16638 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 13 contains 12402 members 
Mstep: Class 14 contains 6122 members 
Mstep: Class 15 contains 7185 members 
Mstep: Class 17 contains 379616 members 
Mstep: Class 18 contains 32604 members 
Mstep: Class 19 contains 1853 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 40316 members 
Mstep: Class 23 contains 9826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198232.000000 Penalty: 41003.015625
Iteration 167Q: 20 clusters Score -2.819823e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36839 members 
Mstep: Class 6 contains 16639 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1037 members 
Mstep: Class 10 contains 9438 members 
Mstep: Class 13 contains 12404 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 7106 members 
Mstep: Class 17 contains 379592 members 
Mstep: Class 18 contains 32600 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 40427 members 
Mstep: Class 23 contains 9829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198270.000000 Penalty: 41003.015625
Iteration 168Q: 20 clusters Score -2.819827e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10706 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36823 members 
Mstep: Class 6 contains 16638 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1036 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 13 contains 12402 members 
Mstep: Class 14 contains 6112 members 
Mstep: Class 15 contains 7022 members 
Mstep: Class 17 contains 379572 members 
Mstep: Class 18 contains 32599 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 21 contains 3194 members 
Mstep: Class 22 contains 40545 members 
Mstep: Class 23 contains 9832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198274.000000 Penalty: 41003.015625
Iteration 169Q: 20 clusters Score -2.819827e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 9771 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36809 members 
Mstep: Class 6 contains 16637 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1037 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 6113 members 
Mstep: Class 15 contains 6919 members 
Mstep: Class 17 contains 379548 members 
Mstep: Class 18 contains 32597 members 
Mstep: Class 19 contains 1871 members 
Mstep: Class 21 contains 3193 members 
Mstep: Class 22 contains 40665 members 
Mstep: Class 23 contains 9834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198304.000000 Penalty: 41003.015625
Iteration 170Q: 20 clusters Score -2.81983e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36786 members 
Mstep: Class 6 contains 16634 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1037 members 
Mstep: Class 10 contains 9441 members 
Mstep: Class 13 contains 12404 members 
Mstep: Class 14 contains 6111 members 
Mstep: Class 15 contains 6818 members 
Mstep: Class 17 contains 379529 members 
Mstep: Class 18 contains 32600 members 
Mstep: Class 19 contains 1872 members 
Mstep: Class 21 contains 3193 members 
Mstep: Class 22 contains 40797 members 
Mstep: Class 23 contains 9838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198304.000000 Penalty: 41003.015625
Iteration 171Q: 20 clusters Score -2.81983e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10728 members 
Mstep: Class 3 contains 9772 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36758 members 
Mstep: Class 6 contains 16634 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1037 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 6109 members 
Mstep: Class 15 contains 6724 members 
Mstep: Class 17 contains 379501 members 
Mstep: Class 18 contains 32600 members 
Mstep: Class 19 contains 1875 members 
Mstep: Class 21 contains 3188 members 
Mstep: Class 22 contains 40943 members 
Mstep: Class 23 contains 9839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198346.000000 Penalty: 41003.015625
Iteration 172Q: 20 clusters Score -2.819835e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 9773 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36743 members 
Mstep: Class 6 contains 16634 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1037 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 13 contains 12401 members 
Mstep: Class 14 contains 6111 members 
Mstep: Class 15 contains 6638 members 
Mstep: Class 17 contains 379472 members 
Mstep: Class 18 contains 32600 members 
Mstep: Class 19 contains 1878 members 
Mstep: Class 21 contains 3182 members 
Mstep: Class 22 contains 41072 members 
Mstep: Class 23 contains 9840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198340.000000 Penalty: 41003.015625
Iteration 173Q: 20 clusters Score -2.819834e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10734 members 
Mstep: Class 3 contains 9774 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36733 members 
Mstep: Class 6 contains 16632 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1786 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 6105 members 
Mstep: Class 15 contains 6565 members 
Mstep: Class 17 contains 379444 members 
Mstep: Class 18 contains 32599 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 21 contains 3178 members 
Mstep: Class 22 contains 41191 members 
Mstep: Class 23 contains 9834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198408.000000 Penalty: 41003.015625
Iteration 174Q: 20 clusters Score -2.819841e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 36721 members 
Mstep: Class 6 contains 16630 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 13 contains 12408 members 
Mstep: Class 14 contains 6099 members 
Mstep: Class 15 contains 6496 members 
Mstep: Class 17 contains 379425 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 21 contains 3176 members 
Mstep: Class 22 contains 41299 members 
Mstep: Class 23 contains 9826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198428.000000 Penalty: 41003.015625
Iteration 175Q: 20 clusters Score -2.819843e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10739 members 
Mstep: Class 3 contains 9774 members 
Mstep: Class 4 contains 2190 members 
Mstep: Class 5 contains 36702 members 
Mstep: Class 6 contains 16626 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 9445 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 6091 members 
Mstep: Class 15 contains 6428 members 
Mstep: Class 17 contains 379408 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 41419 members 
Mstep: Class 23 contains 9818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198512.000000 Penalty: 41003.015625
Iteration 176Q: 20 clusters Score -2.819851e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10736 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 36688 members 
Mstep: Class 6 contains 16624 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 6352 members 
Mstep: Class 17 contains 379380 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 1898 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 41555 members 
Mstep: Class 23 contains 9805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198514.000000 Penalty: 41003.015625
Iteration 177Q: 20 clusters Score -2.819851e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 36670 members 
Mstep: Class 6 contains 16622 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 6269 members 
Mstep: Class 17 contains 379358 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 41688 members 
Mstep: Class 23 contains 9797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198470.000000 Penalty: 41003.015625
Iteration 178Q: 20 clusters Score -2.819847e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2192 members 
Mstep: Class 5 contains 36644 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 6087 members 
Mstep: Class 15 contains 6194 members 
Mstep: Class 17 contains 379327 members 
Mstep: Class 18 contains 32599 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 41818 members 
Mstep: Class 23 contains 9795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198474.000000 Penalty: 41003.015625
Iteration 179Q: 20 clusters Score -2.819847e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36636 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 6123 members 
Mstep: Class 17 contains 379297 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 41933 members 
Mstep: Class 23 contains 9787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198452.000000 Penalty: 41003.015625
Iteration 180F: 20 clusters Score -2.819845e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36622 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 6089 members 
Mstep: Class 15 contains 6071 members 
Mstep: Class 17 contains 379258 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 42043 members 
Mstep: Class 23 contains 9782 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 20 clusters Score -2.819849e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10740 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36603 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6087 members 
Mstep: Class 15 contains 6011 members 
Mstep: Class 17 contains 379228 members 
Mstep: Class 18 contains 32597 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 21 contains 3167 members 
Mstep: Class 22 contains 42156 members 
Mstep: Class 23 contains 9774 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 20 clusters Score -2.819851e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10740 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36588 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6088 members 
Mstep: Class 15 contains 5951 members 
Mstep: Class 17 contains 379198 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 42262 members 
Mstep: Class 23 contains 9769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198512.000000 Penalty: 41003.015625
Iteration 183Q: 20 clusters Score -2.819851e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10740 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36578 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 6086 members 
Mstep: Class 15 contains 5890 members 
Mstep: Class 17 contains 379177 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 42365 members 
Mstep: Class 23 contains 9760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198460.000000 Penalty: 41003.015625
Iteration 184Q: 20 clusters Score -2.819846e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36561 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6090 members 
Mstep: Class 15 contains 5834 members 
Mstep: Class 17 contains 379148 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 42466 members 
Mstep: Class 23 contains 9757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198520.000000 Penalty: 41003.015625
Iteration 185Q: 20 clusters Score -2.819852e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36548 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 6088 members 
Mstep: Class 15 contains 5787 members 
Mstep: Class 17 contains 379125 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 42554 members 
Mstep: Class 23 contains 9749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198530.000000 Penalty: 41003.015625
Iteration 186Q: 20 clusters Score -2.819853e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10745 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36538 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 5737 members 
Mstep: Class 17 contains 379096 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 42640 members 
Mstep: Class 23 contains 9743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198540.000000 Penalty: 41003.015625
Iteration 187Q: 20 clusters Score -2.819854e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10746 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36537 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 17 contains 379079 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 42709 members 
Mstep: Class 23 contains 9743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198568.000000 Penalty: 41003.015625
Iteration 188Q: 20 clusters Score -2.819857e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10751 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36534 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 13 contains 12416 members 
Mstep: Class 14 contains 6095 members 
Mstep: Class 15 contains 5643 members 
Mstep: Class 17 contains 379055 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 1916 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 42773 members 
Mstep: Class 23 contains 9741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198620.000000 Penalty: 41003.015625
Iteration 189Q: 20 clusters Score -2.819862e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36530 members 
Mstep: Class 6 contains 16618 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9442 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 6096 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 17 contains 379019 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 1917 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 42845 members 
Mstep: Class 23 contains 9739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198586.000000 Penalty: 41003.015625
Iteration 190Q: 20 clusters Score -2.819859e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10748 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36526 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9443 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 6094 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 17 contains 378986 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 42931 members 
Mstep: Class 23 contains 9737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198576.000000 Penalty: 41003.015625
Iteration 191Q: 20 clusters Score -2.819858e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36512 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9444 members 
Mstep: Class 13 contains 12418 members 
Mstep: Class 14 contains 6094 members 
Mstep: Class 15 contains 5531 members 
Mstep: Class 17 contains 378954 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43003 members 
Mstep: Class 23 contains 9737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198590.000000 Penalty: 41003.015625
Iteration 192Q: 20 clusters Score -2.819859e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36504 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9445 members 
Mstep: Class 13 contains 12418 members 
Mstep: Class 14 contains 6093 members 
Mstep: Class 15 contains 5496 members 
Mstep: Class 17 contains 378928 members 
Mstep: Class 18 contains 32597 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43074 members 
Mstep: Class 23 contains 9732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198596.000000 Penalty: 41003.015625
Iteration 193Q: 20 clusters Score -2.81986e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10755 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36497 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 6087 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 17 contains 378913 members 
Mstep: Class 18 contains 32598 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43141 members 
Mstep: Class 23 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198576.000000 Penalty: 41003.015625
Iteration 194Q: 20 clusters Score -2.819858e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10755 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36498 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 13 contains 12417 members 
Mstep: Class 14 contains 6086 members 
Mstep: Class 15 contains 5408 members 
Mstep: Class 17 contains 378896 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43214 members 
Mstep: Class 23 contains 9721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198592.000000 Penalty: 41003.015625
Iteration 195Q: 20 clusters Score -2.819859e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36499 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 13 contains 12415 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 5361 members 
Mstep: Class 17 contains 378869 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43300 members 
Mstep: Class 23 contains 9716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198592.000000 Penalty: 41003.015625
Iteration 196Q: 20 clusters Score -2.819859e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10755 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36493 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 13 contains 12414 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 17 contains 378839 members 
Mstep: Class 18 contains 32597 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43391 members 
Mstep: Class 23 contains 9712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198596.000000 Penalty: 41003.015625
Iteration 197Q: 20 clusters Score -2.81986e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36490 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 17 contains 378808 members 
Mstep: Class 18 contains 32596 members 
Mstep: Class 19 contains 1929 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43471 members 
Mstep: Class 23 contains 9707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198604.000000 Penalty: 41003.015625
Iteration 198Q: 20 clusters Score -2.81986e+07 nChanged 130
Entering ConstructFrom: 
Score: -28198604.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (1500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Entering Unmasked Estep 
Score: -64853.539062 Penalty: 1188.398315
	Iteration 0F: 2 clusters Score -64853.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -63067.683594 Penalty: 2376.796631
	Iteration 0F: 3 clusters Score -63067.68 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -63445.906250 Penalty: 2376.796631
	Iteration 1F: 3 clusters Score -63445.91 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -63599.128906 Penalty: 2376.796631
	Iteration 2F: 3 clusters Score -63599.13 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -63686.378906 Penalty: 2376.796631
	Iteration 3F: 3 clusters Score -63686.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -63728.070312 Penalty: 2376.796631
	Iteration 4Q: 3 clusters Score -63728.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -63752.421875 Penalty: 2376.796631
	Iteration 5Q: 3 clusters Score -63752.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -63772.343750 Penalty: 2376.796631
	Iteration 6Q: 3 clusters Score -63772.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -63788.238281 Penalty: 2376.796631
	Iteration 7Q: 3 clusters Score -63788.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -63798.773438 Penalty: 2376.796631
	Iteration 8Q: 3 clusters Score -63798.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -63815.296875 Penalty: 2376.796631
	Iteration 9Q: 3 clusters Score -63815.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -63828.343750 Penalty: 2376.796631
	Iteration 10Q: 3 clusters Score -63828.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -63844.429688 Penalty: 2376.796631
	Iteration 11Q: 3 clusters Score -63844.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -63871.542969 Penalty: 2376.796631
	Iteration 12Q: 3 clusters Score -63871.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -63890.707031 Penalty: 2376.796631
	Iteration 13Q: 3 clusters Score -63890.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -63916.230469 Penalty: 2376.796631
	Iteration 14Q: 3 clusters Score -63916.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -63962.921875 Penalty: 2376.796631
	Iteration 15Q: 3 clusters Score -63962.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -64004.449219 Penalty: 2376.796631
	Iteration 16Q: 3 clusters Score -64004.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -64054.703125 Penalty: 2376.796631
	Iteration 17Q: 3 clusters Score -64054.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -64120.726562 Penalty: 2376.796631
	Iteration 18Q: 3 clusters Score -64120.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -64193.355469 Penalty: 2376.796631
	Iteration 19Q: 3 clusters Score -64193.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -64252.660156 Penalty: 2376.796631
	Iteration 20F: 3 clusters Score -64252.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -64322.968750 Penalty: 2376.796631
	Iteration 21Q: 3 clusters Score -64322.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -64400.804688 Penalty: 2376.796631
	Iteration 22Q: 3 clusters Score -64400.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -64479.121094 Penalty: 2376.796631
	Iteration 23Q: 3 clusters Score -64479.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -64540.859375 Penalty: 2376.796631
	Iteration 24Q: 3 clusters Score -64540.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -64571.140625 Penalty: 2376.796631
	Iteration 25Q: 3 clusters Score -64571.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -64594.070312 Penalty: 2376.796631
	Iteration 26Q: 3 clusters Score -64594.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -64617.726562 Penalty: 2376.796631
	Iteration 27Q: 3 clusters Score -64617.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -64639.109375 Penalty: 2376.796631
	Iteration 28Q: 3 clusters Score -64639.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -64656.367188 Penalty: 2376.796631
	Iteration 29Q: 3 clusters Score -64656.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -64694.125000 Penalty: 2376.796631
	Iteration 30Q: 3 clusters Score -64694.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -64741.542969 Penalty: 2376.796631
	Iteration 31Q: 3 clusters Score -64741.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -64792.324219 Penalty: 2376.796631
	Iteration 32Q: 3 clusters Score -64792.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -64839.925781 Penalty: 2376.796631
	Iteration 33Q: 3 clusters Score -64839.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -64872.984375 Penalty: 2376.796631
	Iteration 34Q: 3 clusters Score -64872.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -64889.304688 Penalty: 2376.796631
	Iteration 35Q: 3 clusters Score -64889.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -64899.445312 Penalty: 2376.796631
	Iteration 36Q: 3 clusters Score -64899.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -64905.144531 Penalty: 2376.796631
	Iteration 37Q: 3 clusters Score -64905.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -64908.925781 Penalty: 2376.796631
	Iteration 38Q: 3 clusters Score -64908.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -64911.152344 Penalty: 2376.796631
	Iteration 39Q: 3 clusters Score -64911.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -64911.898438 Penalty: 2376.796631
	Iteration 40F: 3 clusters Score -64911.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36488 members 
Mstep: Class 6 contains 16618 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 17 contains 378780 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43557 members 
Mstep: Class 23 contains 9701 members 
Entering Unmasked Estep 
Score: -28197642.000000 Penalty: 43161.070312
Splitting cluster 1 changes total score from -28198604.000000 to -28197642.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Entering Unmasked Estep 
Score: -555926.875000 Penalty: 1508.477783
	Iteration 0F: 2 clusters Score -555926.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -548260.375000 Penalty: 3016.955566
	Iteration 0F: 3 clusters Score -548260.4 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -550818.875000 Penalty: 3016.955566
	Iteration 1F: 3 clusters Score -550818.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -551049.937500 Penalty: 3016.955566
	Iteration 2F: 3 clusters Score -551049.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -551208.937500 Penalty: 3016.955566
	Iteration 3Q: 3 clusters Score -551208.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -551322.875000 Penalty: 3016.955566
	Iteration 4Q: 3 clusters Score -551322.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -551421.937500 Penalty: 3016.955566
	Iteration 5Q: 3 clusters Score -551421.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -551522.187500 Penalty: 3016.955566
	Iteration 6Q: 3 clusters Score -551522.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -551625.187500 Penalty: 3016.955566
	Iteration 7Q: 3 clusters Score -551625.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -551723.625000 Penalty: 3016.955566
	Iteration 8Q: 3 clusters Score -551723.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -551847.187500 Penalty: 3016.955566
	Iteration 9Q: 3 clusters Score -551847.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -551996.437500 Penalty: 3016.955566
	Iteration 10Q: 3 clusters Score -551996.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -552199.500000 Penalty: 3016.955566
	Iteration 11Q: 3 clusters Score -552199.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -552443.250000 Penalty: 3016.955566
	Iteration 12Q: 3 clusters Score -552443.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -552682.437500 Penalty: 3016.955566
	Iteration 13Q: 3 clusters Score -552682.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -552934.125000 Penalty: 3016.955566
	Iteration 14Q: 3 clusters Score -552934.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -553177.187500 Penalty: 3016.955566
	Iteration 15Q: 3 clusters Score -553177.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -553397.875000 Penalty: 3016.955566
	Iteration 16Q: 3 clusters Score -553397.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -553566.187500 Penalty: 3016.955566
	Iteration 17Q: 3 clusters Score -553566.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -553719.687500 Penalty: 3016.955566
	Iteration 18Q: 3 clusters Score -553719.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -553810.000000 Penalty: 3016.955566
	Iteration 19Q: 3 clusters Score -553810 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -553867.750000 Penalty: 3016.955566
	Iteration 20F: 3 clusters Score -553867.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -553904.687500 Penalty: 3016.955566
	Iteration 21Q: 3 clusters Score -553904.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -553937.312500 Penalty: 3016.955566
	Iteration 22Q: 3 clusters Score -553937.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -553971.312500 Penalty: 3016.955566
	Iteration 23Q: 3 clusters Score -553971.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -553985.500000 Penalty: 3016.955566
	Iteration 24Q: 3 clusters Score -553985.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -554001.875000 Penalty: 3016.955566
	Iteration 25Q: 3 clusters Score -554001.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -554021.437500 Penalty: 3016.955566
	Iteration 26Q: 3 clusters Score -554021.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -554039.187500 Penalty: 3016.955566
	Iteration 27Q: 3 clusters Score -554039.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -554057.312500 Penalty: 3016.955566
	Iteration 28Q: 3 clusters Score -554057.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -554075.375000 Penalty: 3016.955566
	Iteration 29Q: 3 clusters Score -554075.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -554098.000000 Penalty: 3016.955566
	Iteration 30Q: 3 clusters Score -554098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -554118.812500 Penalty: 3016.955566
	Iteration 31Q: 3 clusters Score -554118.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -554137.750000 Penalty: 3016.955566
	Iteration 32Q: 3 clusters Score -554137.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -554156.375000 Penalty: 3016.955566
	Iteration 33Q: 3 clusters Score -554156.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -554177.187500 Penalty: 3016.955566
	Iteration 34Q: 3 clusters Score -554177.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -554193.312500 Penalty: 3016.955566
	Iteration 35Q: 3 clusters Score -554193.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -554213.625000 Penalty: 3016.955566
	Iteration 36Q: 3 clusters Score -554213.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -554228.562500 Penalty: 3016.955566
	Iteration 37Q: 3 clusters Score -554228.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -554241.625000 Penalty: 3016.955566
	Iteration 38Q: 3 clusters Score -554241.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -554258.062500 Penalty: 3016.955566
	Iteration 39Q: 3 clusters Score -554258.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -554275.937500 Penalty: 3016.955566
	Iteration 40F: 3 clusters Score -554275.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -554297.187500 Penalty: 3016.955566
	Iteration 41Q: 3 clusters Score -554297.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -554320.000000 Penalty: 3016.955566
	Iteration 42Q: 3 clusters Score -554320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -554338.937500 Penalty: 3016.955566
	Iteration 43Q: 3 clusters Score -554338.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -554353.062500 Penalty: 3016.955566
	Iteration 44Q: 3 clusters Score -554353.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -554364.187500 Penalty: 3016.955566
	Iteration 45Q: 3 clusters Score -554364.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -554372.187500 Penalty: 3016.955566
	Iteration 46Q: 3 clusters Score -554372.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -554378.750000 Penalty: 3016.955566
	Iteration 47Q: 3 clusters Score -554378.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -554388.562500 Penalty: 3016.955566
	Iteration 48Q: 3 clusters Score -554388.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -554397.750000 Penalty: 3016.955566
	Iteration 49Q: 3 clusters Score -554397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -554403.437500 Penalty: 3016.955566
	Iteration 50Q: 3 clusters Score -554403.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -554417.562500 Penalty: 3016.955566
	Iteration 51Q: 3 clusters Score -554417.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -554429.437500 Penalty: 3016.955566
	Iteration 52Q: 3 clusters Score -554429.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -554444.187500 Penalty: 3016.955566
	Iteration 53Q: 3 clusters Score -554444.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -554456.812500 Penalty: 3016.955566
	Iteration 54Q: 3 clusters Score -554456.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -554471.187500 Penalty: 3016.955566
	Iteration 55Q: 3 clusters Score -554471.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -554482.500000 Penalty: 3016.955566
	Iteration 56Q: 3 clusters Score -554482.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -554489.750000 Penalty: 3016.955566
	Iteration 57Q: 3 clusters Score -554489.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -554497.375000 Penalty: 3016.955566
	Iteration 58Q: 3 clusters Score -554497.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -554506.812500 Penalty: 3016.955566
	Iteration 59Q: 3 clusters Score -554506.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -554512.625000 Penalty: 3016.955566
	Iteration 60F: 3 clusters Score -554512.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -554515.500000 Penalty: 3016.955566
	Iteration 61Q: 3 clusters Score -554515.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -554523.375000 Penalty: 3016.955566
	Iteration 62Q: 3 clusters Score -554523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -554528.875000 Penalty: 3016.955566
	Iteration 63Q: 3 clusters Score -554528.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -554534.250000 Penalty: 3016.955566
	Iteration 64Q: 3 clusters Score -554534.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -554543.250000 Penalty: 3016.955566
	Iteration 65Q: 3 clusters Score -554543.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -554547.062500 Penalty: 3016.955566
	Iteration 66Q: 3 clusters Score -554547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -554549.750000 Penalty: 3016.955566
	Iteration 67Q: 3 clusters Score -554549.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -554551.125000 Penalty: 3016.955566
	Iteration 68Q: 3 clusters Score -554551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -554551.562500 Penalty: 3016.955566
	Iteration 69Q: 3 clusters Score -554551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -554552.125000 Penalty: 3016.955566
	Iteration 70Q: 3 clusters Score -554552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -554552.125000 Penalty: 3016.955566
	Iteration 71F: 3 clusters Score -554552.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Entering Unmasked Estep 
Score: -496490.375000 Penalty: 1493.032104
	Iteration 0F: 2 clusters Score -496490.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -489442.750000 Penalty: 2986.064209
	Iteration 0F: 3 clusters Score -489442.8 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -491638.656250 Penalty: 2986.064209
	Iteration 1F: 3 clusters Score -491638.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -491896.187500 Penalty: 2986.064209
	Iteration 2F: 3 clusters Score -491896.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -492121.625000 Penalty: 2986.064209
	Iteration 3F: 3 clusters Score -492121.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -492305.093750 Penalty: 2986.064209
	Iteration 4Q: 3 clusters Score -492305.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -492465.937500 Penalty: 2986.064209
	Iteration 5Q: 3 clusters Score -492465.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -492658.875000 Penalty: 2986.064209
	Iteration 6Q: 3 clusters Score -492658.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -492868.750000 Penalty: 2986.064209
	Iteration 7Q: 3 clusters Score -492868.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -493162.218750 Penalty: 2986.064209
	Iteration 8Q: 3 clusters Score -493162.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -493497.875000 Penalty: 2986.064209
	Iteration 9F: 3 clusters Score -493497.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -493899.218750 Penalty: 2986.064209
	Iteration 10F: 3 clusters Score -493899.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -494274.343750 Penalty: 2986.064209
	Iteration 11Q: 3 clusters Score -494274.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -494589.468750 Penalty: 2986.064209
	Iteration 12Q: 3 clusters Score -494589.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -494800.000000 Penalty: 2986.064209
	Iteration 13Q: 3 clusters Score -494800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -494931.500000 Penalty: 2986.064209
	Iteration 14Q: 3 clusters Score -494931.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -495013.750000 Penalty: 2986.064209
	Iteration 15Q: 3 clusters Score -495013.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -495073.687500 Penalty: 2986.064209
	Iteration 16Q: 3 clusters Score -495073.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -495105.875000 Penalty: 2986.064209
	Iteration 17Q: 3 clusters Score -495105.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -495125.218750 Penalty: 2986.064209
	Iteration 18Q: 3 clusters Score -495125.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -495141.687500 Penalty: 2986.064209
	Iteration 19Q: 3 clusters Score -495141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -495150.843750 Penalty: 2986.064209
	Iteration 20F: 3 clusters Score -495150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -495159.843750 Penalty: 2986.064209
	Iteration 21Q: 3 clusters Score -495159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -495164.031250 Penalty: 2986.064209
	Iteration 22Q: 3 clusters Score -495164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -495167.781250 Penalty: 2986.064209
	Iteration 23Q: 3 clusters Score -495167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -495171.937500 Penalty: 2986.064209
	Iteration 24Q: 3 clusters Score -495171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -495177.687500 Penalty: 2986.064209
	Iteration 25Q: 3 clusters Score -495177.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -495181.843750 Penalty: 2986.064209
	Iteration 26Q: 3 clusters Score -495181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -495182.656250 Penalty: 2986.064209
	Iteration 27Q: 3 clusters Score -495182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -495183.718750 Penalty: 2986.064209
	Iteration 28Q: 3 clusters Score -495183.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -495187.468750 Penalty: 2986.064209
	Iteration 29Q: 3 clusters Score -495187.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -495189.750000 Penalty: 2986.064209
	Iteration 30Q: 3 clusters Score -495189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -495194.156250 Penalty: 2986.064209
	Iteration 31Q: 3 clusters Score -495194.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -495195.468750 Penalty: 2986.064209
	Iteration 32Q: 3 clusters Score -495195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -495196.781250 Penalty: 2986.064209
	Iteration 33Q: 3 clusters Score -495196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -495198.968750 Penalty: 2986.064209
	Iteration 34Q: 3 clusters Score -495199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -495198.968750 Penalty: 2986.064209
	Iteration 35F: 3 clusters Score -495199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -97157.000000 Penalty: 1250.116699
	Iteration 0F: 2 clusters Score -97157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -94976.875000 Penalty: 2500.233398
	Iteration 0F: 3 clusters Score -94976.88 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -95444.937500 Penalty: 2500.233398
	Iteration 1F: 3 clusters Score -95444.94 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -95548.828125 Penalty: 2500.233398
	Iteration 2F: 3 clusters Score -95548.83 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -95618.296875 Penalty: 2500.233398
	Iteration 3Q: 3 clusters Score -95618.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -95708.726562 Penalty: 2500.233398
	Iteration 4Q: 3 clusters Score -95708.73 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -95865.484375 Penalty: 2500.233398
	Iteration 5Q: 3 clusters Score -95865.48 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -96075.429688 Penalty: 2500.233398
	Iteration 6F: 3 clusters Score -96075.43 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -96357.921875 Penalty: 2500.233398
	Iteration 7F: 3 clusters Score -96357.92 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -96576.781250 Penalty: 2500.233398
	Iteration 8F: 3 clusters Score -96576.78 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -96712.437500 Penalty: 2500.233398
	Iteration 9F: 3 clusters Score -96712.44 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -96797.515625 Penalty: 2500.233398
	Iteration 10Q: 3 clusters Score -96797.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -96843.148438 Penalty: 2500.233398
	Iteration 11Q: 3 clusters Score -96843.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -96872.218750 Penalty: 2500.233398
	Iteration 12Q: 3 clusters Score -96872.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -96888.523438 Penalty: 2500.233398
	Iteration 13Q: 3 clusters Score -96888.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -96902.460938 Penalty: 2500.233398
	Iteration 14Q: 3 clusters Score -96902.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -96913.250000 Penalty: 2500.233398
	Iteration 15Q: 3 clusters Score -96913.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -96919.179688 Penalty: 2500.233398
	Iteration 16Q: 3 clusters Score -96919.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -96923.539062 Penalty: 2500.233398
	Iteration 17Q: 3 clusters Score -96923.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -96924.921875 Penalty: 2500.233398
	Iteration 18Q: 3 clusters Score -96924.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -96926.484375 Penalty: 2500.233398
	Iteration 19Q: 3 clusters Score -96926.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -96927.523438 Penalty: 2500.233398
	Iteration 20F: 3 clusters Score -96927.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -96928.218750 Penalty: 2500.233398
	Iteration 21Q: 3 clusters Score -96928.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -96928.695312 Penalty: 2500.233398
	Iteration 22Q: 3 clusters Score -96928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -96928.695312 Penalty: 2500.233398
	Iteration 23F: 3 clusters Score -96928.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Entering Unmasked Estep 
Score: -1829641.125000 Penalty: 1707.020020
	Iteration 0F: 2 clusters Score -1829641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -1805106.750000 Penalty: 3414.040039
	Iteration 0F: 3 clusters Score -1805107 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -1815068.625000 Penalty: 3414.040039
	Iteration 1F: 3 clusters Score -1815069 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -1816274.750000 Penalty: 3414.040039
	Iteration 2F: 3 clusters Score -1816275 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1817778.750000 Penalty: 3414.040039
	Iteration 3F: 3 clusters Score -1817779 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -1819534.375000 Penalty: 3414.040039
	Iteration 4F: 3 clusters Score -1819534 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -1821484.125000 Penalty: 3414.040039
	Iteration 5F: 3 clusters Score -1821484 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -1823221.250000 Penalty: 3414.040039
	Iteration 6F: 3 clusters Score -1823221 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -1824370.500000 Penalty: 3414.040039
	Iteration 7F: 3 clusters Score -1824370 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -1825039.375000 Penalty: 3414.040039
	Iteration 8Q: 3 clusters Score -1825039 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -1825508.875000 Penalty: 3414.040039
	Iteration 9Q: 3 clusters Score -1825509 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -1825876.125000 Penalty: 3414.040039
	Iteration 10Q: 3 clusters Score -1825876 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -1826143.250000 Penalty: 3414.040039
	Iteration 11Q: 3 clusters Score -1826143 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -1826334.875000 Penalty: 3414.040039
	Iteration 12Q: 3 clusters Score -1826335 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -1826473.750000 Penalty: 3414.040039
	Iteration 13Q: 3 clusters Score -1826474 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -1826580.250000 Penalty: 3414.040039
	Iteration 14Q: 3 clusters Score -1826580 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -1826659.875000 Penalty: 3414.040039
	Iteration 15Q: 3 clusters Score -1826660 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -1826717.250000 Penalty: 3414.040039
	Iteration 16Q: 3 clusters Score -1826717 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -1826763.750000 Penalty: 3414.040039
	Iteration 17Q: 3 clusters Score -1826764 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -1826799.250000 Penalty: 3414.040039
	Iteration 18Q: 3 clusters Score -1826799 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -1826828.750000 Penalty: 3414.040039
	Iteration 19Q: 3 clusters Score -1826829 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -1826852.250000 Penalty: 3414.040039
	Iteration 20F: 3 clusters Score -1826852 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -1826876.125000 Penalty: 3414.040039
	Iteration 21Q: 3 clusters Score -1826876 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -1826894.875000 Penalty: 3414.040039
	Iteration 22Q: 3 clusters Score -1826895 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -1826916.750000 Penalty: 3414.040039
	Iteration 23Q: 3 clusters Score -1826917 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -1826932.875000 Penalty: 3414.040039
	Iteration 24Q: 3 clusters Score -1826933 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -1826939.500000 Penalty: 3414.040039
	Iteration 25Q: 3 clusters Score -1826940 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -1826959.125000 Penalty: 3414.040039
	Iteration 26Q: 3 clusters Score -1826959 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -1826975.625000 Penalty: 3414.040039
	Iteration 27Q: 3 clusters Score -1826976 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -1826988.125000 Penalty: 3414.040039
	Iteration 28Q: 3 clusters Score -1826988 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -1827003.125000 Penalty: 3414.040039
	Iteration 29Q: 3 clusters Score -1827003 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -1827022.375000 Penalty: 3414.040039
	Iteration 30Q: 3 clusters Score -1827022 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -1827030.750000 Penalty: 3414.040039
	Iteration 31Q: 3 clusters Score -1827031 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -1827042.250000 Penalty: 3414.040039
	Iteration 32Q: 3 clusters Score -1827042 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -1827051.750000 Penalty: 3414.040039
	Iteration 33Q: 3 clusters Score -1827052 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -1827061.000000 Penalty: 3414.040039
	Iteration 34Q: 3 clusters Score -1827061 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -1827077.375000 Penalty: 3414.040039
	Iteration 35Q: 3 clusters Score -1827077 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -1827094.875000 Penalty: 3414.040039
	Iteration 36Q: 3 clusters Score -1827095 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -1827103.125000 Penalty: 3414.040039
	Iteration 37Q: 3 clusters Score -1827103 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -1827115.375000 Penalty: 3414.040039
	Iteration 38Q: 3 clusters Score -1827115 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -1827143.500000 Penalty: 3414.040039
	Iteration 39Q: 3 clusters Score -1827144 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -1827163.500000 Penalty: 3414.040039
	Iteration 40F: 3 clusters Score -1827164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -1827182.000000 Penalty: 3414.040039
	Iteration 41Q: 3 clusters Score -1827182 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -1827204.125000 Penalty: 3414.040039
	Iteration 42Q: 3 clusters Score -1827204 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -1827211.000000 Penalty: 3414.040039
	Iteration 43Q: 3 clusters Score -1827211 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -1827220.625000 Penalty: 3414.040039
	Iteration 44Q: 3 clusters Score -1827221 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -1827234.375000 Penalty: 3414.040039
	Iteration 45Q: 3 clusters Score -1827234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -1827247.125000 Penalty: 3414.040039
	Iteration 46Q: 3 clusters Score -1827247 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -1827263.375000 Penalty: 3414.040039
	Iteration 47Q: 3 clusters Score -1827263 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -1827276.500000 Penalty: 3414.040039
	Iteration 48Q: 3 clusters Score -1827276 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -1827299.625000 Penalty: 3414.040039
	Iteration 49Q: 3 clusters Score -1827300 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -1827322.750000 Penalty: 3414.040039
	Iteration 50Q: 3 clusters Score -1827323 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -1827349.375000 Penalty: 3414.040039
	Iteration 51Q: 3 clusters Score -1827349 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -1827373.375000 Penalty: 3414.040039
	Iteration 52Q: 3 clusters Score -1827373 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -1827388.000000 Penalty: 3414.040039
	Iteration 53Q: 3 clusters Score -1827388 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -1827417.375000 Penalty: 3414.040039
	Iteration 54Q: 3 clusters Score -1827417 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -1827440.375000 Penalty: 3414.040039
	Iteration 55Q: 3 clusters Score -1827440 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -1827464.625000 Penalty: 3414.040039
	Iteration 56Q: 3 clusters Score -1827465 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -1827480.125000 Penalty: 3414.040039
	Iteration 57Q: 3 clusters Score -1827480 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -1827495.000000 Penalty: 3414.040039
	Iteration 58Q: 3 clusters Score -1827495 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -1827510.500000 Penalty: 3414.040039
	Iteration 59Q: 3 clusters Score -1827510 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -1827528.125000 Penalty: 3414.040039
	Iteration 60F: 3 clusters Score -1827528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -1827540.875000 Penalty: 3414.040039
	Iteration 61Q: 3 clusters Score -1827541 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -1827560.375000 Penalty: 3414.040039
	Iteration 62Q: 3 clusters Score -1827560 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -1827577.750000 Penalty: 3414.040039
	Iteration 63Q: 3 clusters Score -1827578 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -1827592.625000 Penalty: 3414.040039
	Iteration 64Q: 3 clusters Score -1827593 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -1827607.750000 Penalty: 3414.040039
	Iteration 65Q: 3 clusters Score -1827608 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -1827637.875000 Penalty: 3414.040039
	Iteration 66Q: 3 clusters Score -1827638 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -1827646.250000 Penalty: 3414.040039
	Iteration 67Q: 3 clusters Score -1827646 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -1827657.875000 Penalty: 3414.040039
	Iteration 68Q: 3 clusters Score -1827658 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -1827672.125000 Penalty: 3414.040039
	Iteration 69Q: 3 clusters Score -1827672 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -1827682.375000 Penalty: 3414.040039
	Iteration 70Q: 3 clusters Score -1827682 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -1827703.000000 Penalty: 3414.040039
	Iteration 71Q: 3 clusters Score -1827703 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -1827711.125000 Penalty: 3414.040039
	Iteration 72Q: 3 clusters Score -1827711 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -1827735.125000 Penalty: 3414.040039
	Iteration 73Q: 3 clusters Score -1827735 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -1827742.500000 Penalty: 3414.040039
	Iteration 74Q: 3 clusters Score -1827742 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -1827755.625000 Penalty: 3414.040039
	Iteration 75Q: 3 clusters Score -1827756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -1827763.625000 Penalty: 3414.040039
	Iteration 76Q: 3 clusters Score -1827764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -1827771.750000 Penalty: 3414.040039
	Iteration 77Q: 3 clusters Score -1827772 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -1827781.875000 Penalty: 3414.040039
	Iteration 78Q: 3 clusters Score -1827782 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -1827787.625000 Penalty: 3414.040039
	Iteration 79Q: 3 clusters Score -1827788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -1827789.875000 Penalty: 3414.040039
	Iteration 80F: 3 clusters Score -1827790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -1827799.500000 Penalty: 3414.040039
	Iteration 81Q: 3 clusters Score -1827800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -1827814.250000 Penalty: 3414.040039
	Iteration 82Q: 3 clusters Score -1827814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -1827827.625000 Penalty: 3414.040039
	Iteration 83Q: 3 clusters Score -1827828 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -1827838.000000 Penalty: 3414.040039
	Iteration 84Q: 3 clusters Score -1827838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -1827858.250000 Penalty: 3414.040039
	Iteration 85Q: 3 clusters Score -1827858 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -1827876.250000 Penalty: 3414.040039
	Iteration 86Q: 3 clusters Score -1827876 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -1827891.750000 Penalty: 3414.040039
	Iteration 87Q: 3 clusters Score -1827892 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -1827912.000000 Penalty: 3414.040039
	Iteration 88Q: 3 clusters Score -1827912 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -1827921.875000 Penalty: 3414.040039
	Iteration 89Q: 3 clusters Score -1827922 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -1827947.875000 Penalty: 3414.040039
	Iteration 90Q: 3 clusters Score -1827948 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -1827956.625000 Penalty: 3414.040039
	Iteration 91Q: 3 clusters Score -1827957 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -1827975.750000 Penalty: 3414.040039
	Iteration 92Q: 3 clusters Score -1827976 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -1827985.375000 Penalty: 3414.040039
	Iteration 93Q: 3 clusters Score -1827985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -1828005.625000 Penalty: 3414.040039
	Iteration 94Q: 3 clusters Score -1828006 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -1828028.500000 Penalty: 3414.040039
	Iteration 95Q: 3 clusters Score -1828028 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -1828051.500000 Penalty: 3414.040039
	Iteration 96Q: 3 clusters Score -1828052 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -1828066.875000 Penalty: 3414.040039
	Iteration 97Q: 3 clusters Score -1828067 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -1828082.625000 Penalty: 3414.040039
	Iteration 98Q: 3 clusters Score -1828083 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -1828099.375000 Penalty: 3414.040039
	Iteration 99Q: 3 clusters Score -1828099 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -1828116.750000 Penalty: 3414.040039
	Iteration 100F: 3 clusters Score -1828117 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -1828139.625000 Penalty: 3414.040039
	Iteration 101Q: 3 clusters Score -1828140 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -1828147.250000 Penalty: 3414.040039
	Iteration 102Q: 3 clusters Score -1828147 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -1828161.625000 Penalty: 3414.040039
	Iteration 103Q: 3 clusters Score -1828162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -1828170.625000 Penalty: 3414.040039
	Iteration 104Q: 3 clusters Score -1828171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -1828173.375000 Penalty: 3414.040039
	Iteration 105Q: 3 clusters Score -1828173 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -1828190.875000 Penalty: 3414.040039
	Iteration 106Q: 3 clusters Score -1828191 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -1828199.625000 Penalty: 3414.040039
	Iteration 107Q: 3 clusters Score -1828200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -1828201.375000 Penalty: 3414.040039
	Iteration 108Q: 3 clusters Score -1828201 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -1828213.750000 Penalty: 3414.040039
	Iteration 109Q: 3 clusters Score -1828214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -1828227.500000 Penalty: 3414.040039
	Iteration 110Q: 3 clusters Score -1828228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -1828230.875000 Penalty: 3414.040039
	Iteration 111Q: 3 clusters Score -1828231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -1828232.875000 Penalty: 3414.040039
	Iteration 112Q: 3 clusters Score -1828233 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -1828237.625000 Penalty: 3414.040039
	Iteration 113Q: 3 clusters Score -1828238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -1828239.125000 Penalty: 3414.040039
	Iteration 114Q: 3 clusters Score -1828239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -1828248.750000 Penalty: 3414.040039
	Iteration 115Q: 3 clusters Score -1828249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -1828253.625000 Penalty: 3414.040039
	Iteration 116Q: 3 clusters Score -1828254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -1828259.500000 Penalty: 3414.040039
	Iteration 117Q: 3 clusters Score -1828260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -1828254.375000 Penalty: 3414.040039
	Iteration 118Q: 3 clusters Score -1828254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -1828261.250000 Penalty: 3414.040039
	Iteration 119Q: 3 clusters Score -1828261 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -1828258.375000 Penalty: 3414.040039
	Iteration 120F: 3 clusters Score -1828258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -1828260.000000 Penalty: 3414.040039
	Iteration 121Q: 3 clusters Score -1828260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -1828270.250000 Penalty: 3414.040039
	Iteration 122Q: 3 clusters Score -1828270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -1828274.625000 Penalty: 3414.040039
	Iteration 123Q: 3 clusters Score -1828275 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -1828270.250000 Penalty: 3414.040039
	Iteration 124Q: 3 clusters Score -1828270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -1828269.500000 Penalty: 3414.040039
	Iteration 125Q: 3 clusters Score -1828270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -1828272.000000 Penalty: 3414.040039
	Iteration 126Q: 3 clusters Score -1828272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -1828272.000000 Penalty: 3414.040039
	Iteration 127Q: 3 clusters Score -1828272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -1828273.375000 Penalty: 3414.040039
	Iteration 128Q: 3 clusters Score -1828273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -1828271.625000 Penalty: 3414.040039
	Iteration 129Q: 3 clusters Score -1828272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -1828273.250000 Penalty: 3414.040039
	Iteration 130Q: 3 clusters Score -1828273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -1828273.500000 Penalty: 3414.040039
	Iteration 131Q: 3 clusters Score -1828274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -1828274.250000 Penalty: 3414.040039
	Iteration 132Q: 3 clusters Score -1828274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -1828273.250000 Penalty: 3414.040039
	Iteration 133Q: 3 clusters Score -1828273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -1828273.250000 Penalty: 3414.040039
	Iteration 134F: 3 clusters Score -1828273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Entering Unmasked Estep 
Score: -765486.500000 Penalty: 1579.214233
	Iteration 0F: 2 clusters Score -765486.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -753966.875000 Penalty: 3158.428467
	Iteration 0F: 3 clusters Score -753966.9 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -758171.875000 Penalty: 3158.428467
	Iteration 1F: 3 clusters Score -758171.9 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -758809.812500 Penalty: 3158.428467
	Iteration 2F: 3 clusters Score -758809.8 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -759479.187500 Penalty: 3158.428467
	Iteration 3F: 3 clusters Score -759479.2 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -760078.875000 Penalty: 3158.428467
	Iteration 4F: 3 clusters Score -760078.9 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -760646.062500 Penalty: 3158.428467
	Iteration 5F: 3 clusters Score -760646.1 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -761081.687500 Penalty: 3158.428467
	Iteration 6F: 3 clusters Score -761081.7 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -761465.125000 Penalty: 3158.428467
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -761736.6 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -761936.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -762063.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -762147.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -762206.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -762246.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -762283.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -762311.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -762333.625000 Penalty: 3158.428467
	Iteration 16Q: 3 clusters Score -762333.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -762349.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -762363.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -762380.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -762390.187500 Penalty: 3158.428467
	Iteration 20F: 3 clusters Score -762390.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -762407.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -762417.687500 Penalty: 3158.428467
	Iteration 22Q: 3 clusters Score -762417.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -762432.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -762441.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -762453.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -762465.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -762476.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -762488.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -762495.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -762506.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -762516.250000 Penalty: 3158.428467
	Iteration 31Q: 3 clusters Score -762516.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -762523.625000 Penalty: 3158.428467
	Iteration 32Q: 3 clusters Score -762523.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -762533.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -762543.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -762551.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -762557.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -762564.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -762573.3 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -762582.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -762599.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -762610.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -762631.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -762648.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -762671.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -762689.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -762718.812500 Penalty: 3158.428467
	Iteration 46Q: 3 clusters Score -762718.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -762748.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -762782.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -762827.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -762873.000000 Penalty: 3158.428467
	Iteration 50Q: 3 clusters Score -762873 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -762921.687500 Penalty: 3158.428467
	Iteration 51Q: 3 clusters Score -762921.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -762979.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -763039.687500 Penalty: 3158.428467
	Iteration 53Q: 3 clusters Score -763039.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -763114.250000 Penalty: 3158.428467
	Iteration 54Q: 3 clusters Score -763114.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -763190.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -763288.625000 Penalty: 3158.428467
	Iteration 56Q: 3 clusters Score -763288.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -763399.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -763526.500000 Penalty: 3158.428467
	Iteration 58Q: 3 clusters Score -763526.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -763644.812500 Penalty: 3158.428467
	Iteration 59Q: 3 clusters Score -763644.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -763758.250000 Penalty: 3158.428467
	Iteration 60F: 3 clusters Score -763758.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -763852.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -763962.125000 Penalty: 3158.428467
	Iteration 62Q: 3 clusters Score -763962.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -764065.625000 Penalty: 3158.428467
	Iteration 63Q: 3 clusters Score -764065.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -764152.875000 Penalty: 3158.428467
	Iteration 64Q: 3 clusters Score -764152.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -764237.250000 Penalty: 3158.428467
	Iteration 65Q: 3 clusters Score -764237.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -764307.000000 Penalty: 3158.428467
	Iteration 66Q: 3 clusters Score -764307 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -764362.062500 Penalty: 3158.428467
	Iteration 67Q: 3 clusters Score -764362.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -764394.000000 Penalty: 3158.428467
	Iteration 68Q: 3 clusters Score -764394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -764418.000000 Penalty: 3158.428467
	Iteration 69Q: 3 clusters Score -764418 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -764439.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -764454.250000 Penalty: 3158.428467
	Iteration 71Q: 3 clusters Score -764454.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -764469.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -764492.562500 Penalty: 3158.428467
	Iteration 73Q: 3 clusters Score -764492.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -764512.437500 Penalty: 3158.428467
	Iteration 74Q: 3 clusters Score -764512.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -764526.250000 Penalty: 3158.428467
	Iteration 75Q: 3 clusters Score -764526.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -764542.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -764564.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -764584.437500 Penalty: 3158.428467
	Iteration 78Q: 3 clusters Score -764584.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -764604.500000 Penalty: 3158.428467
	Iteration 79Q: 3 clusters Score -764604.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -764626.125000 Penalty: 3158.428467
	Iteration 80F: 3 clusters Score -764626.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -764642.250000 Penalty: 3158.428467
	Iteration 81Q: 3 clusters Score -764642.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -764665.000000 Penalty: 3158.428467
	Iteration 82Q: 3 clusters Score -764665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -764680.937500 Penalty: 3158.428467
	Iteration 83Q: 3 clusters Score -764680.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -764699.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -764723.500000 Penalty: 3158.428467
	Iteration 85Q: 3 clusters Score -764723.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -764748.312500 Penalty: 3158.428467
	Iteration 86Q: 3 clusters Score -764748.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -764761.562500 Penalty: 3158.428467
	Iteration 87Q: 3 clusters Score -764761.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -764776.250000 Penalty: 3158.428467
	Iteration 88Q: 3 clusters Score -764776.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -764795.187500 Penalty: 3158.428467
	Iteration 89Q: 3 clusters Score -764795.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -764812.312500 Penalty: 3158.428467
	Iteration 90Q: 3 clusters Score -764812.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -764826.250000 Penalty: 3158.428467
	Iteration 91Q: 3 clusters Score -764826.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -764837.437500 Penalty: 3158.428467
	Iteration 92Q: 3 clusters Score -764837.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -764849.375000 Penalty: 3158.428467
	Iteration 93Q: 3 clusters Score -764849.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -764863.562500 Penalty: 3158.428467
	Iteration 94Q: 3 clusters Score -764863.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -764878.375000 Penalty: 3158.428467
	Iteration 95Q: 3 clusters Score -764878.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -764888.875000 Penalty: 3158.428467
	Iteration 96Q: 3 clusters Score -764888.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -764899.375000 Penalty: 3158.428467
	Iteration 97Q: 3 clusters Score -764899.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -764909.125000 Penalty: 3158.428467
	Iteration 98Q: 3 clusters Score -764909.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -764914.312500 Penalty: 3158.428467
	Iteration 99Q: 3 clusters Score -764914.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -764918.625000 Penalty: 3158.428467
	Iteration 100F: 3 clusters Score -764918.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -764923.125000 Penalty: 3158.428467
	Iteration 101Q: 3 clusters Score -764923.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -764924.437500 Penalty: 3158.428467
	Iteration 102Q: 3 clusters Score -764924.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -764924.875000 Penalty: 3158.428467
	Iteration 103Q: 3 clusters Score -764924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -764925.250000 Penalty: 3158.428467
	Iteration 104Q: 3 clusters Score -764925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -764924.000000 Penalty: 3158.428467
	Iteration 105Q: 3 clusters Score -764924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -764924.500000 Penalty: 3158.428467
	Iteration 106Q: 3 clusters Score -764924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -764925.375000 Penalty: 3158.428467
	Iteration 107Q: 3 clusters Score -764925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -764926.375000 Penalty: 3158.428467
	Iteration 108Q: 3 clusters Score -764926.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -764926.375000 Penalty: 3158.428467
	Iteration 109F: 3 clusters Score -764926.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -98147.312500 Penalty: 1274.050903
	Iteration 0F: 2 clusters Score -98147.31 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 1225 members 
Entering Unmasked Estep 
Score: -95709.570312 Penalty: 2548.101807
	Iteration 0F: 3 clusters Score -95709.57 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -96346.898438 Penalty: 2548.101807
	Iteration 1F: 3 clusters Score -96346.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -96571.867188 Penalty: 2548.101807
	Iteration 2F: 3 clusters Score -96571.87 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -96730.359375 Penalty: 2548.101807
	Iteration 3F: 3 clusters Score -96730.36 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -96842.296875 Penalty: 2548.101807
	Iteration 4F: 3 clusters Score -96842.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -96947.039062 Penalty: 2548.101807
	Iteration 5Q: 3 clusters Score -96947.04 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -97034.281250 Penalty: 2548.101807
	Iteration 6Q: 3 clusters Score -97034.28 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -97107.148438 Penalty: 2548.101807
	Iteration 7Q: 3 clusters Score -97107.15 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -97160.187500 Penalty: 2548.101807
	Iteration 8Q: 3 clusters Score -97160.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -97212.000000 Penalty: 2548.101807
	Iteration 9Q: 3 clusters Score -97212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -97310.242188 Penalty: 2548.101807
	Iteration 10Q: 3 clusters Score -97310.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -97497.867188 Penalty: 2548.101807
	Iteration 11Q: 3 clusters Score -97497.87 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -97646.718750 Penalty: 2548.101807
	Iteration 12Q: 3 clusters Score -97646.72 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -97731.031250 Penalty: 2548.101807
	Iteration 13Q: 3 clusters Score -97731.03 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -97782.031250 Penalty: 2548.101807
	Iteration 14Q: 3 clusters Score -97782.03 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -97834.960938 Penalty: 2548.101807
	Iteration 15Q: 3 clusters Score -97834.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -97884.093750 Penalty: 2548.101807
	Iteration 16Q: 3 clusters Score -97884.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -97919.593750 Penalty: 2548.101807
	Iteration 17Q: 3 clusters Score -97919.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -97956.929688 Penalty: 2548.101807
	Iteration 18Q: 3 clusters Score -97956.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -97989.898438 Penalty: 2548.101807
	Iteration 19Q: 3 clusters Score -97989.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -98019.671875 Penalty: 2548.101807
	Iteration 20F: 3 clusters Score -98019.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -98049.218750 Penalty: 2548.101807
	Iteration 21Q: 3 clusters Score -98049.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -98077.429688 Penalty: 2548.101807
	Iteration 22Q: 3 clusters Score -98077.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -98101.929688 Penalty: 2548.101807
	Iteration 23Q: 3 clusters Score -98101.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -98137.320312 Penalty: 2548.101807
	Iteration 24Q: 3 clusters Score -98137.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -98173.031250 Penalty: 2548.101807
	Iteration 25Q: 3 clusters Score -98173.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -98213.890625 Penalty: 2548.101807
	Iteration 26Q: 3 clusters Score -98213.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -98274.265625 Penalty: 2548.101807
	Iteration 27Q: 3 clusters Score -98274.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -98326.718750 Penalty: 2548.101807
	Iteration 28Q: 3 clusters Score -98326.72 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -98383.195312 Penalty: 2548.101807
	Iteration 29Q: 3 clusters Score -98383.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -98425.507812 Penalty: 2548.101807
	Iteration 30Q: 3 clusters Score -98425.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -98457.210938 Penalty: 2548.101807
	Iteration 31Q: 3 clusters Score -98457.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -98484.593750 Penalty: 2548.101807
	Iteration 32Q: 3 clusters Score -98484.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -98518.453125 Penalty: 2548.101807
	Iteration 33Q: 3 clusters Score -98518.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -98545.562500 Penalty: 2548.101807
	Iteration 34Q: 3 clusters Score -98545.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -98565.851562 Penalty: 2548.101807
	Iteration 35Q: 3 clusters Score -98565.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -98575.109375 Penalty: 2548.101807
	Iteration 36Q: 3 clusters Score -98575.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -98581.101562 Penalty: 2548.101807
	Iteration 37Q: 3 clusters Score -98581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -98584.101562 Penalty: 2548.101807
	Iteration 38Q: 3 clusters Score -98584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -98585.828125 Penalty: 2548.101807
	Iteration 39Q: 3 clusters Score -98585.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -98590.968750 Penalty: 2548.101807
	Iteration 40F: 3 clusters Score -98590.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -98595.023438 Penalty: 2548.101807
	Iteration 41Q: 3 clusters Score -98595.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -98600.664062 Penalty: 2548.101807
	Iteration 42Q: 3 clusters Score -98600.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -98601.734375 Penalty: 2548.101807
	Iteration 43Q: 3 clusters Score -98601.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -98604.007812 Penalty: 2548.101807
	Iteration 44Q: 3 clusters Score -98604.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -98607.335938 Penalty: 2548.101807
	Iteration 45Q: 3 clusters Score -98607.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -98613.445312 Penalty: 2548.101807
	Iteration 46Q: 3 clusters Score -98613.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -98617.445312 Penalty: 2548.101807
	Iteration 47Q: 3 clusters Score -98617.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -98620.281250 Penalty: 2548.101807
	Iteration 48Q: 3 clusters Score -98620.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -98621.679688 Penalty: 2548.101807
	Iteration 49Q: 3 clusters Score -98621.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -98622.367188 Penalty: 2548.101807
	Iteration 50Q: 3 clusters Score -98622.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -98622.789062 Penalty: 2548.101807
	Iteration 51Q: 3 clusters Score -98622.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -98622.789062 Penalty: 2548.101807
	Iteration 52F: 3 clusters Score -98622.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36488 members 
Mstep: Class 6 contains 16618 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 11 contains 1773 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 17 contains 378780 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43557 members 
Mstep: Class 23 contains 9701 members 
Entering Unmasked Estep 
Score: -28198176.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28198604.000000 to -28198176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -83068.562500 Penalty: 1216.665649
	Iteration 0F: 2 clusters Score -83068.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -81094.273438 Penalty: 2433.331299
	Iteration 0F: 3 clusters Score -81094.27 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -81502.039062 Penalty: 2433.331299
	Iteration 1F: 3 clusters Score -81502.04 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -81602.953125 Penalty: 2433.331299
	Iteration 2F: 3 clusters Score -81602.95 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -81665.406250 Penalty: 2433.331299
	Iteration 3Q: 3 clusters Score -81665.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -81698.273438 Penalty: 2433.331299
	Iteration 4Q: 3 clusters Score -81698.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -81725.367188 Penalty: 2433.331299
	Iteration 5Q: 3 clusters Score -81725.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -81744.906250 Penalty: 2433.331299
	Iteration 6Q: 3 clusters Score -81744.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -81761.031250 Penalty: 2433.331299
	Iteration 7Q: 3 clusters Score -81761.03 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -81778.820312 Penalty: 2433.331299
	Iteration 8Q: 3 clusters Score -81778.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -81795.757812 Penalty: 2433.331299
	Iteration 9Q: 3 clusters Score -81795.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -81807.757812 Penalty: 2433.331299
	Iteration 10Q: 3 clusters Score -81807.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -81813.570312 Penalty: 2433.331299
	Iteration 11Q: 3 clusters Score -81813.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -81819.960938 Penalty: 2433.331299
	Iteration 12Q: 3 clusters Score -81819.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -81826.687500 Penalty: 2433.331299
	Iteration 13Q: 3 clusters Score -81826.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -81832.953125 Penalty: 2433.331299
	Iteration 14Q: 3 clusters Score -81832.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -81837.523438 Penalty: 2433.331299
	Iteration 15Q: 3 clusters Score -81837.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -81840.554688 Penalty: 2433.331299
	Iteration 16Q: 3 clusters Score -81840.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -81843.718750 Penalty: 2433.331299
	Iteration 17Q: 3 clusters Score -81843.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -81846.125000 Penalty: 2433.331299
	Iteration 18Q: 3 clusters Score -81846.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -81848.148438 Penalty: 2433.331299
	Iteration 19Q: 3 clusters Score -81848.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -81849.296875 Penalty: 2433.331299
	Iteration 20F: 3 clusters Score -81849.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -81850.273438 Penalty: 2433.331299
	Iteration 21Q: 3 clusters Score -81850.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -81851.695312 Penalty: 2433.331299
	Iteration 22Q: 3 clusters Score -81851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -81852.257812 Penalty: 2433.331299
	Iteration 23Q: 3 clusters Score -81852.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -81852.414062 Penalty: 2433.331299
	Iteration 24Q: 3 clusters Score -81852.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -81852.414062 Penalty: 2433.331299
	Iteration 25F: 3 clusters Score -81852.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -49634.566406 Penalty: 1126.681274
	Iteration 0F: 2 clusters Score -49634.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -48213.820312 Penalty: 2253.362549
	Iteration 0F: 3 clusters Score -48213.82 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48487.781250 Penalty: 2253.362549
	Iteration 1F: 3 clusters Score -48487.78 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -48602.707031 Penalty: 2253.362549
	Iteration 2F: 3 clusters Score -48602.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -48711.546875 Penalty: 2253.362549
	Iteration 3F: 3 clusters Score -48711.55 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -48831.093750 Penalty: 2253.362549
	Iteration 4F: 3 clusters Score -48831.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -48905.355469 Penalty: 2253.362549
	Iteration 5F: 3 clusters Score -48905.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -48960.957031 Penalty: 2253.362549
	Iteration 6Q: 3 clusters Score -48960.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -48997.742188 Penalty: 2253.362549
	Iteration 7Q: 3 clusters Score -48997.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -49028.417969 Penalty: 2253.362549
	Iteration 8Q: 3 clusters Score -49028.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -49073.625000 Penalty: 2253.362549
	Iteration 9Q: 3 clusters Score -49073.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -49104.429688 Penalty: 2253.362549
	Iteration 10Q: 3 clusters Score -49104.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -49127.578125 Penalty: 2253.362549
	Iteration 11Q: 3 clusters Score -49127.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -49143.449219 Penalty: 2253.362549
	Iteration 12Q: 3 clusters Score -49143.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -49164.625000 Penalty: 2253.362549
	Iteration 13Q: 3 clusters Score -49164.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -49179.554688 Penalty: 2253.362549
	Iteration 14Q: 3 clusters Score -49179.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -49181.566406 Penalty: 2253.362549
	Iteration 15Q: 3 clusters Score -49181.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -49182.835938 Penalty: 2253.362549
	Iteration 16Q: 3 clusters Score -49182.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -49182.835938 Penalty: 2253.362549
	Iteration 17F: 3 clusters Score -49182.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Entering Unmasked Estep 
Score: -450766.062500 Penalty: 1487.436035
	Iteration 0F: 2 clusters Score -450766.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -443949.625000 Penalty: 2974.872070
	Iteration 0F: 3 clusters Score -443949.6 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -446019.000000 Penalty: 2974.872070
	Iteration 1F: 3 clusters Score -446019 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -446281.062500 Penalty: 2974.872070
	Iteration 2F: 3 clusters Score -446281.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -446516.500000 Penalty: 2974.872070
	Iteration 3F: 3 clusters Score -446516.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -446738.437500 Penalty: 2974.872070
	Iteration 4Q: 3 clusters Score -446738.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -446988.031250 Penalty: 2974.872070
	Iteration 5Q: 3 clusters Score -446988 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -447238.531250 Penalty: 2974.872070
	Iteration 6Q: 3 clusters Score -447238.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -447498.625000 Penalty: 2974.872070
	Iteration 7Q: 3 clusters Score -447498.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -447772.593750 Penalty: 2974.872070
	Iteration 8Q: 3 clusters Score -447772.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -447994.625000 Penalty: 2974.872070
	Iteration 9Q: 3 clusters Score -447994.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -448179.875000 Penalty: 2974.872070
	Iteration 10Q: 3 clusters Score -448179.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -448339.812500 Penalty: 2974.872070
	Iteration 11Q: 3 clusters Score -448339.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -448473.781250 Penalty: 2974.872070
	Iteration 12Q: 3 clusters Score -448473.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -448575.406250 Penalty: 2974.872070
	Iteration 13Q: 3 clusters Score -448575.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -448665.781250 Penalty: 2974.872070
	Iteration 14Q: 3 clusters Score -448665.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -448740.625000 Penalty: 2974.872070
	Iteration 15Q: 3 clusters Score -448740.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -448816.500000 Penalty: 2974.872070
	Iteration 16Q: 3 clusters Score -448816.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -448887.781250 Penalty: 2974.872070
	Iteration 17Q: 3 clusters Score -448887.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -448947.968750 Penalty: 2974.872070
	Iteration 18Q: 3 clusters Score -448948 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -449000.718750 Penalty: 2974.872070
	Iteration 19Q: 3 clusters Score -449000.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -449049.750000 Penalty: 2974.872070
	Iteration 20F: 3 clusters Score -449049.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -449088.593750 Penalty: 2974.872070
	Iteration 21Q: 3 clusters Score -449088.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -449120.343750 Penalty: 2974.872070
	Iteration 22Q: 3 clusters Score -449120.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -449144.281250 Penalty: 2974.872070
	Iteration 23Q: 3 clusters Score -449144.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -449166.968750 Penalty: 2974.872070
	Iteration 24Q: 3 clusters Score -449167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -449191.687500 Penalty: 2974.872070
	Iteration 25Q: 3 clusters Score -449191.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -449208.531250 Penalty: 2974.872070
	Iteration 26Q: 3 clusters Score -449208.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -449227.125000 Penalty: 2974.872070
	Iteration 27Q: 3 clusters Score -449227.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -449247.812500 Penalty: 2974.872070
	Iteration 28Q: 3 clusters Score -449247.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -449262.656250 Penalty: 2974.872070
	Iteration 29Q: 3 clusters Score -449262.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -449277.093750 Penalty: 2974.872070
	Iteration 30Q: 3 clusters Score -449277.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -449284.500000 Penalty: 2974.872070
	Iteration 31Q: 3 clusters Score -449284.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -449287.187500 Penalty: 2974.872070
	Iteration 32Q: 3 clusters Score -449287.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -449291.968750 Penalty: 2974.872070
	Iteration 33Q: 3 clusters Score -449292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -449295.687500 Penalty: 2974.872070
	Iteration 34Q: 3 clusters Score -449295.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -449306.031250 Penalty: 2974.872070
	Iteration 35Q: 3 clusters Score -449306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -449314.343750 Penalty: 2974.872070
	Iteration 36Q: 3 clusters Score -449314.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -449320.093750 Penalty: 2974.872070
	Iteration 37Q: 3 clusters Score -449320.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -449325.468750 Penalty: 2974.872070
	Iteration 38Q: 3 clusters Score -449325.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -449332.531250 Penalty: 2974.872070
	Iteration 39Q: 3 clusters Score -449332.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -449337.875000 Penalty: 2974.872070
	Iteration 40F: 3 clusters Score -449337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -449341.906250 Penalty: 2974.872070
	Iteration 41Q: 3 clusters Score -449341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -449344.718750 Penalty: 2974.872070
	Iteration 42Q: 3 clusters Score -449344.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -449348.812500 Penalty: 2974.872070
	Iteration 43Q: 3 clusters Score -449348.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -449355.062500 Penalty: 2974.872070
	Iteration 44Q: 3 clusters Score -449355.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -449358.593750 Penalty: 2974.872070
	Iteration 45Q: 3 clusters Score -449358.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -449360.656250 Penalty: 2974.872070
	Iteration 46Q: 3 clusters Score -449360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -449361.250000 Penalty: 2974.872070
	Iteration 47Q: 3 clusters Score -449361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -449363.125000 Penalty: 2974.872070
	Iteration 48Q: 3 clusters Score -449363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -449362.906250 Penalty: 2974.872070
	Iteration 49Q: 3 clusters Score -449362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -449363.406250 Penalty: 2974.872070
	Iteration 50Q: 3 clusters Score -449363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -449363.625000 Penalty: 2974.872070
	Iteration 51Q: 3 clusters Score -449363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -449365.000000 Penalty: 2974.872070
	Iteration 52Q: 3 clusters Score -449365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -449365.937500 Penalty: 2974.872070
	Iteration 53Q: 3 clusters Score -449365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -449367.625000 Penalty: 2974.872070
	Iteration 54Q: 3 clusters Score -449367.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -449369.593750 Penalty: 2974.872070
	Iteration 55Q: 3 clusters Score -449369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -449372.750000 Penalty: 2974.872070
	Iteration 56Q: 3 clusters Score -449372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -449375.156250 Penalty: 2974.872070
	Iteration 57Q: 3 clusters Score -449375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -449377.343750 Penalty: 2974.872070
	Iteration 58Q: 3 clusters Score -449377.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -449378.281250 Penalty: 2974.872070
	Iteration 59Q: 3 clusters Score -449378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -449379.156250 Penalty: 2974.872070
	Iteration 60F: 3 clusters Score -449379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -449378.750000 Penalty: 2974.872070
	Iteration 61Q: 3 clusters Score -449378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -449378.750000 Penalty: 2974.872070
	Iteration 62F: 3 clusters Score -449378.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Entering Unmasked Estep 
Score: -575530.937500 Penalty: 1531.766968
	Iteration 0F: 2 clusters Score -575530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -566819.625000 Penalty: 3063.533936
	Iteration 0F: 3 clusters Score -566819.6 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -569777.812500 Penalty: 3063.533936
	Iteration 1F: 3 clusters Score -569777.8 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -570121.312500 Penalty: 3063.533936
	Iteration 2F: 3 clusters Score -570121.3 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -570426.000000 Penalty: 3063.533936
	Iteration 3F: 3 clusters Score -570426 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -570763.500000 Penalty: 3063.533936
	Iteration 4F: 3 clusters Score -570763.5 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -571189.062500 Penalty: 3063.533936
	Iteration 5F: 3 clusters Score -571189.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -571719.562500 Penalty: 3063.533936
	Iteration 6F: 3 clusters Score -571719.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -572312.625000 Penalty: 3063.533936
	Iteration 7F: 3 clusters Score -572312.6 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -572870.250000 Penalty: 3063.533936
	Iteration 8F: 3 clusters Score -572870.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -573344.812500 Penalty: 3063.533936
	Iteration 9Q: 3 clusters Score -573344.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -573705.500000 Penalty: 3063.533936
	Iteration 10Q: 3 clusters Score -573705.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -573942.000000 Penalty: 3063.533936
	Iteration 11Q: 3 clusters Score -573942 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -574102.125000 Penalty: 3063.533936
	Iteration 12Q: 3 clusters Score -574102.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -574210.437500 Penalty: 3063.533936
	Iteration 13Q: 3 clusters Score -574210.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -574302.187500 Penalty: 3063.533936
	Iteration 14Q: 3 clusters Score -574302.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -574374.625000 Penalty: 3063.533936
	Iteration 15Q: 3 clusters Score -574374.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -574422.625000 Penalty: 3063.533936
	Iteration 16Q: 3 clusters Score -574422.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -574464.625000 Penalty: 3063.533936
	Iteration 17Q: 3 clusters Score -574464.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -574493.125000 Penalty: 3063.533936
	Iteration 18Q: 3 clusters Score -574493.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -574506.000000 Penalty: 3063.533936
	Iteration 19Q: 3 clusters Score -574506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -574512.250000 Penalty: 3063.533936
	Iteration 20F: 3 clusters Score -574512.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -574517.750000 Penalty: 3063.533936
	Iteration 21Q: 3 clusters Score -574517.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -574517.187500 Penalty: 3063.533936
	Iteration 22Q: 3 clusters Score -574517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -574521.687500 Penalty: 3063.533936
	Iteration 23Q: 3 clusters Score -574521.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -574525.750000 Penalty: 3063.533936
	Iteration 24Q: 3 clusters Score -574525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -574531.500000 Penalty: 3063.533936
	Iteration 25Q: 3 clusters Score -574531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -574533.437500 Penalty: 3063.533936
	Iteration 26Q: 3 clusters Score -574533.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -574536.187500 Penalty: 3063.533936
	Iteration 27Q: 3 clusters Score -574536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -574535.875000 Penalty: 3063.533936
	Iteration 28Q: 3 clusters Score -574535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -574536.500000 Penalty: 3063.533936
	Iteration 29Q: 3 clusters Score -574536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -574537.937500 Penalty: 3063.533936
	Iteration 30Q: 3 clusters Score -574537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -574539.687500 Penalty: 3063.533936
	Iteration 31Q: 3 clusters Score -574539.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -574539.687500 Penalty: 3063.533936
	Iteration 32Q: 3 clusters Score -574539.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -574539.687500 Penalty: 3063.533936
	Iteration 33F: 3 clusters Score -574539.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -282940.343750 Penalty: 1415.288086
	Iteration 0F: 2 clusters Score -282940.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -278295.437500 Penalty: 2830.576172
	Iteration 0F: 3 clusters Score -278295.4 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -279755.500000 Penalty: 2830.576172
	Iteration 1F: 3 clusters Score -279755.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -280183.281250 Penalty: 2830.576172
	Iteration 2F: 3 clusters Score -280183.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -280558.250000 Penalty: 2830.576172
	Iteration 3F: 3 clusters Score -280558.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -280906.218750 Penalty: 2830.576172
	Iteration 4F: 3 clusters Score -280906.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -281191.531250 Penalty: 2830.576172
	Iteration 5F: 3 clusters Score -281191.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -281383.156250 Penalty: 2830.576172
	Iteration 6F: 3 clusters Score -281383.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -281518.687500 Penalty: 2830.576172
	Iteration 7Q: 3 clusters Score -281518.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -281621.093750 Penalty: 2830.576172
	Iteration 8Q: 3 clusters Score -281621.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -281717.562500 Penalty: 2830.576172
	Iteration 9Q: 3 clusters Score -281717.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -281781.968750 Penalty: 2830.576172
	Iteration 10Q: 3 clusters Score -281782 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -281838.281250 Penalty: 2830.576172
	Iteration 11Q: 3 clusters Score -281838.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -281888.562500 Penalty: 2830.576172
	Iteration 12Q: 3 clusters Score -281888.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -281936.218750 Penalty: 2830.576172
	Iteration 13Q: 3 clusters Score -281936.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -281979.125000 Penalty: 2830.576172
	Iteration 14Q: 3 clusters Score -281979.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -282014.437500 Penalty: 2830.576172
	Iteration 15Q: 3 clusters Score -282014.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -282051.218750 Penalty: 2830.576172
	Iteration 16Q: 3 clusters Score -282051.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -282081.781250 Penalty: 2830.576172
	Iteration 17Q: 3 clusters Score -282081.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -282105.718750 Penalty: 2830.576172
	Iteration 18Q: 3 clusters Score -282105.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -282126.062500 Penalty: 2830.576172
	Iteration 19Q: 3 clusters Score -282126.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -282146.031250 Penalty: 2830.576172
	Iteration 20F: 3 clusters Score -282146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -282166.812500 Penalty: 2830.576172
	Iteration 21Q: 3 clusters Score -282166.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -282185.781250 Penalty: 2830.576172
	Iteration 22Q: 3 clusters Score -282185.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -282205.656250 Penalty: 2830.576172
	Iteration 23Q: 3 clusters Score -282205.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -282223.312500 Penalty: 2830.576172
	Iteration 24Q: 3 clusters Score -282223.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -282240.218750 Penalty: 2830.576172
	Iteration 25Q: 3 clusters Score -282240.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -282246.875000 Penalty: 2830.576172
	Iteration 26Q: 3 clusters Score -282246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -282253.968750 Penalty: 2830.576172
	Iteration 27Q: 3 clusters Score -282254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -282262.906250 Penalty: 2830.576172
	Iteration 28Q: 3 clusters Score -282262.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -282269.718750 Penalty: 2830.576172
	Iteration 29Q: 3 clusters Score -282269.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -282274.750000 Penalty: 2830.576172
	Iteration 30Q: 3 clusters Score -282274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -282279.375000 Penalty: 2830.576172
	Iteration 31Q: 3 clusters Score -282279.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -282284.187500 Penalty: 2830.576172
	Iteration 32Q: 3 clusters Score -282284.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -282285.906250 Penalty: 2830.576172
	Iteration 33Q: 3 clusters Score -282285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -282287.562500 Penalty: 2830.576172
	Iteration 34Q: 3 clusters Score -282287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -282289.625000 Penalty: 2830.576172
	Iteration 35Q: 3 clusters Score -282289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -282290.593750 Penalty: 2830.576172
	Iteration 36Q: 3 clusters Score -282290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -282290.593750 Penalty: 2830.576172
	Iteration 37F: 3 clusters Score -282290.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Entering Unmasked Estep 
Score: -262684.875000 Penalty: 1391.507324
	Iteration 0F: 2 clusters Score -262684.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -258549.171875 Penalty: 2783.014648
	Iteration 0F: 3 clusters Score -258549.2 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -259779.593750 Penalty: 2783.014648
	Iteration 1F: 3 clusters Score -259779.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -260001.562500 Penalty: 2783.014648
	Iteration 2F: 3 clusters Score -260001.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -260184.171875 Penalty: 2783.014648
	Iteration 3F: 3 clusters Score -260184.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -260338.734375 Penalty: 2783.014648
	Iteration 4Q: 3 clusters Score -260338.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -260484.218750 Penalty: 2783.014648
	Iteration 5Q: 3 clusters Score -260484.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -260624.093750 Penalty: 2783.014648
	Iteration 6Q: 3 clusters Score -260624.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -260756.750000 Penalty: 2783.014648
	Iteration 7Q: 3 clusters Score -260756.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -260887.921875 Penalty: 2783.014648
	Iteration 8Q: 3 clusters Score -260887.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -261000.265625 Penalty: 2783.014648
	Iteration 9Q: 3 clusters Score -261000.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -261116.640625 Penalty: 2783.014648
	Iteration 10Q: 3 clusters Score -261116.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -261199.250000 Penalty: 2783.014648
	Iteration 11Q: 3 clusters Score -261199.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -261255.828125 Penalty: 2783.014648
	Iteration 12Q: 3 clusters Score -261255.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -261306.687500 Penalty: 2783.014648
	Iteration 13Q: 3 clusters Score -261306.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -261358.062500 Penalty: 2783.014648
	Iteration 14Q: 3 clusters Score -261358.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -261402.625000 Penalty: 2783.014648
	Iteration 15Q: 3 clusters Score -261402.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -261433.812500 Penalty: 2783.014648
	Iteration 16Q: 3 clusters Score -261433.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -261453.734375 Penalty: 2783.014648
	Iteration 17Q: 3 clusters Score -261453.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -261471.484375 Penalty: 2783.014648
	Iteration 18Q: 3 clusters Score -261471.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -261489.187500 Penalty: 2783.014648
	Iteration 19Q: 3 clusters Score -261489.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -261500.718750 Penalty: 2783.014648
	Iteration 20F: 3 clusters Score -261500.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -261504.500000 Penalty: 2783.014648
	Iteration 21Q: 3 clusters Score -261504.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -261508.375000 Penalty: 2783.014648
	Iteration 22Q: 3 clusters Score -261508.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -261513.765625 Penalty: 2783.014648
	Iteration 23Q: 3 clusters Score -261513.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -261517.484375 Penalty: 2783.014648
	Iteration 24Q: 3 clusters Score -261517.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -261520.859375 Penalty: 2783.014648
	Iteration 25Q: 3 clusters Score -261520.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -261523.031250 Penalty: 2783.014648
	Iteration 26Q: 3 clusters Score -261523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -261527.390625 Penalty: 2783.014648
	Iteration 27Q: 3 clusters Score -261527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -261529.593750 Penalty: 2783.014648
	Iteration 28Q: 3 clusters Score -261529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -261530.296875 Penalty: 2783.014648
	Iteration 29Q: 3 clusters Score -261530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -261531.375000 Penalty: 2783.014648
	Iteration 30Q: 3 clusters Score -261531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -261531.750000 Penalty: 2783.014648
	Iteration 31Q: 3 clusters Score -261531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -261531.875000 Penalty: 2783.014648
	Iteration 32Q: 3 clusters Score -261531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -261532.109375 Penalty: 2783.014648
	Iteration 33Q: 3 clusters Score -261532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -261532.734375 Penalty: 2783.014648
	Iteration 34Q: 3 clusters Score -261532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -261533.281250 Penalty: 2783.014648
	Iteration 35Q: 3 clusters Score -261533.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -261533.812500 Penalty: 2783.014648
	Iteration 36Q: 3 clusters Score -261533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -261534.578125 Penalty: 2783.014648
	Iteration 37Q: 3 clusters Score -261534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -261534.578125 Penalty: 2783.014648
	Iteration 38F: 3 clusters Score -261534.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (378780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378780 members 
Entering Unmasked Estep 
Score: -18886248.000000 Penalty: 2087.265625
	Iteration 0F: 2 clusters Score -1.888625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188986 members 
Mstep: Class 2 contains 189794 members 
Entering Unmasked Estep 
Score: -18629536.000000 Penalty: 4174.531250
	Iteration 0F: 3 clusters Score -1.862954e+07 nChanged 185190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171364 members 
Mstep: Class 2 contains 207416 members 
Entering Unmasked Estep 
Score: -18742668.000000 Penalty: 4174.531250
	Iteration 1F: 3 clusters Score -1.874267e+07 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160643 members 
Mstep: Class 2 contains 218137 members 
Entering Unmasked Estep 
Score: -18746774.000000 Penalty: 4174.531250
	Iteration 2Q: 3 clusters Score -1.874677e+07 nChanged 18211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143908 members 
Mstep: Class 2 contains 234872 members 
Entering Unmasked Estep 
Score: -18754902.000000 Penalty: 4174.531250
	Iteration 3Q: 3 clusters Score -1.87549e+07 nChanged 25471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119389 members 
Mstep: Class 2 contains 259391 members 
Entering Unmasked Estep 
Score: -18770802.000000 Penalty: 4174.531250
	Iteration 4F: 3 clusters Score -1.87708e+07 nChanged 32956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 291805 members 
Entering Unmasked Estep 
Score: -18798062.000000 Penalty: 4174.531250
	Iteration 5F: 3 clusters Score -1.879806e+07 nChanged 35115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 326640 members 
Entering Unmasked Estep 
Score: -18832410.000000 Penalty: 4174.531250
	Iteration 6F: 3 clusters Score -1.883241e+07 nChanged 27917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 354443 members 
Entering Unmasked Estep 
Score: -18861440.000000 Penalty: 4174.531250
	Iteration 7F: 3 clusters Score -1.886144e+07 nChanged 15515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 369898 members 
Entering Unmasked Estep 
Score: -18877242.000000 Penalty: 4174.531250
	Iteration 8Q: 3 clusters Score -1.887724e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 375604 members 
Entering Unmasked Estep 
Score: -18882254.000000 Penalty: 4174.531250
	Iteration 9Q: 3 clusters Score -1.888225e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 377395 members 
Entering Unmasked Estep 
Score: -18883734.000000 Penalty: 4174.531250
	Iteration 10Q: 3 clusters Score -1.888373e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 377967 members 
Entering Unmasked Estep 
Score: -18884146.000000 Penalty: 4174.531250
	Iteration 11Q: 3 clusters Score -1.888415e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 378172 members 
Entering Unmasked Estep 
Score: -18884300.000000 Penalty: 4174.531250
	Iteration 12Q: 3 clusters Score -1.88843e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 378251 members 
Entering Unmasked Estep 
Score: -18884382.000000 Penalty: 4174.531250
	Iteration 13Q: 3 clusters Score -1.888438e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 378289 members 
Entering Unmasked Estep 
Score: -18884400.000000 Penalty: 4174.531250
	Iteration 14Q: 3 clusters Score -1.88844e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 378312 members 
Entering Unmasked Estep 
Score: -18884430.000000 Penalty: 4174.531250
	Iteration 15Q: 3 clusters Score -1.888443e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 378324 members 
Entering Unmasked Estep 
Score: -18884468.000000 Penalty: 4174.531250
	Iteration 16Q: 3 clusters Score -1.888447e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 378334 members 
Entering Unmasked Estep 
Score: -18884478.000000 Penalty: 4174.531250
	Iteration 17Q: 3 clusters Score -1.888448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 378340 members 
Entering Unmasked Estep 
Score: -18884492.000000 Penalty: 4174.531250
	Iteration 18Q: 3 clusters Score -1.888449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 378344 members 
Entering Unmasked Estep 
Score: -18884500.000000 Penalty: 4174.531250
	Iteration 19Q: 3 clusters Score -1.88845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 378355 members 
Entering Unmasked Estep 
Score: -18884518.000000 Penalty: 4174.531250
	Iteration 20F: 3 clusters Score -1.888452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 378361 members 
Entering Unmasked Estep 
Score: -18884506.000000 Penalty: 4174.531250
	Iteration 21Q: 3 clusters Score -1.888451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 378367 members 
Entering Unmasked Estep 
Score: -18884504.000000 Penalty: 4174.531250
	Iteration 22Q: 3 clusters Score -1.88845e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378373 members 
Entering Unmasked Estep 
Score: -18884510.000000 Penalty: 4174.531250
	Iteration 23Q: 3 clusters Score -1.888451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 378372 members 
Entering Unmasked Estep 
Score: -18884502.000000 Penalty: 4174.531250
	Iteration 24Q: 3 clusters Score -1.88845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378373 members 
Entering Unmasked Estep 
Score: -18884506.000000 Penalty: 4174.531250
	Iteration 25Q: 3 clusters Score -1.888451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 378374 members 
Entering Unmasked Estep 
Score: -18884512.000000 Penalty: 4174.531250
	Iteration 26Q: 3 clusters Score -1.888451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 378374 members 
Entering Unmasked Estep 
Score: -18884512.000000 Penalty: 4174.531250
	Iteration 27Q: 3 clusters Score -1.888451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378373 members 
Entering Unmasked Estep 
Score: -18884518.000000 Penalty: 4174.531250
	Iteration 28Q: 3 clusters Score -1.888452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378373 members 
Entering Unmasked Estep 
Score: -18884518.000000 Penalty: 4174.531250
	Iteration 29F: 3 clusters Score -1.888452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Entering Unmasked Estep 
Score: -1662440.875000 Penalty: 1688.686035
	Iteration 0F: 2 clusters Score -1662441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1640429.625000 Penalty: 3377.372070
	Iteration 0F: 3 clusters Score -1640430 nChanged 15170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -1648942.375000 Penalty: 3377.372070
	Iteration 1F: 3 clusters Score -1648942 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -1649535.375000 Penalty: 3377.372070
	Iteration 2Q: 3 clusters Score -1649535 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1650306.375000 Penalty: 3377.372070
	Iteration 3F: 3 clusters Score -1650306 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -1651428.125000 Penalty: 3377.372070
	Iteration 4F: 3 clusters Score -1651428 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -1653092.125000 Penalty: 3377.372070
	Iteration 5F: 3 clusters Score -1653092 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -1655317.125000 Penalty: 3377.372070
	Iteration 6F: 3 clusters Score -1655317 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -1657662.500000 Penalty: 3377.372070
	Iteration 7F: 3 clusters Score -1657662 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -1659428.625000 Penalty: 3377.372070
	Iteration 8F: 3 clusters Score -1659429 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -1660321.875000 Penalty: 3377.372070
	Iteration 9Q: 3 clusters Score -1660322 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -1660689.125000 Penalty: 3377.372070
	Iteration 10Q: 3 clusters Score -1660689 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -1660872.625000 Penalty: 3377.372070
	Iteration 11Q: 3 clusters Score -1660873 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -1660941.750000 Penalty: 3377.372070
	Iteration 12Q: 3 clusters Score -1660942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -1660980.125000 Penalty: 3377.372070
	Iteration 13Q: 3 clusters Score -1660980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -1660996.250000 Penalty: 3377.372070
	Iteration 14Q: 3 clusters Score -1660996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -1661002.625000 Penalty: 3377.372070
	Iteration 15Q: 3 clusters Score -1661003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -1661007.375000 Penalty: 3377.372070
	Iteration 16Q: 3 clusters Score -1661007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -1661006.500000 Penalty: 3377.372070
	Iteration 17Q: 3 clusters Score -1661006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -1661010.250000 Penalty: 3377.372070
	Iteration 18Q: 3 clusters Score -1661010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -1661015.250000 Penalty: 3377.372070
	Iteration 19Q: 3 clusters Score -1661015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -1661016.625000 Penalty: 3377.372070
	Iteration 20F: 3 clusters Score -1661017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -1661020.750000 Penalty: 3377.372070
	Iteration 21Q: 3 clusters Score -1661021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -1661020.875000 Penalty: 3377.372070
	Iteration 22Q: 3 clusters Score -1661021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -1661024.625000 Penalty: 3377.372070
	Iteration 23Q: 3 clusters Score -1661025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -1661022.875000 Penalty: 3377.372070
	Iteration 24Q: 3 clusters Score -1661023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -1661027.625000 Penalty: 3377.372070
	Iteration 25Q: 3 clusters Score -1661028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -1661027.625000 Penalty: 3377.372070
	Iteration 26F: 3 clusters Score -1661028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Entering Unmasked Estep 
Score: -91760.726562 Penalty: 1229.188721
	Iteration 0F: 2 clusters Score -91760.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -89732.976562 Penalty: 2458.377441
	Iteration 0F: 3 clusters Score -89732.98 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -90144.859375 Penalty: 2458.377441
	Iteration 1F: 3 clusters Score -90144.86 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -90232.601562 Penalty: 2458.377441
	Iteration 2F: 3 clusters Score -90232.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -90275.468750 Penalty: 2458.377441
	Iteration 3Q: 3 clusters Score -90275.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -90296.484375 Penalty: 2458.377441
	Iteration 4Q: 3 clusters Score -90296.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -90311.164062 Penalty: 2458.377441
	Iteration 5Q: 3 clusters Score -90311.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -90324.906250 Penalty: 2458.377441
	Iteration 6Q: 3 clusters Score -90324.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -90337.125000 Penalty: 2458.377441
	Iteration 7Q: 3 clusters Score -90337.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -90352.335938 Penalty: 2458.377441
	Iteration 8Q: 3 clusters Score -90352.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -90367.007812 Penalty: 2458.377441
	Iteration 9Q: 3 clusters Score -90367.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -90381.164062 Penalty: 2458.377441
	Iteration 10Q: 3 clusters Score -90381.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -90392.210938 Penalty: 2458.377441
	Iteration 11Q: 3 clusters Score -90392.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -90397.945312 Penalty: 2458.377441
	Iteration 12Q: 3 clusters Score -90397.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -90406.968750 Penalty: 2458.377441
	Iteration 13Q: 3 clusters Score -90406.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -90414.578125 Penalty: 2458.377441
	Iteration 14Q: 3 clusters Score -90414.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -90422.242188 Penalty: 2458.377441
	Iteration 15Q: 3 clusters Score -90422.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -90432.031250 Penalty: 2458.377441
	Iteration 16Q: 3 clusters Score -90432.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -90446.085938 Penalty: 2458.377441
	Iteration 17Q: 3 clusters Score -90446.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -90456.945312 Penalty: 2458.377441
	Iteration 18Q: 3 clusters Score -90456.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -90467.335938 Penalty: 2458.377441
	Iteration 19Q: 3 clusters Score -90467.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -90474.484375 Penalty: 2458.377441
	Iteration 20F: 3 clusters Score -90474.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -90481.437500 Penalty: 2458.377441
	Iteration 21Q: 3 clusters Score -90481.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -90487.320312 Penalty: 2458.377441
	Iteration 22Q: 3 clusters Score -90487.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -90491.445312 Penalty: 2458.377441
	Iteration 23Q: 3 clusters Score -90491.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -90495.648438 Penalty: 2458.377441
	Iteration 24Q: 3 clusters Score -90495.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -90504.390625 Penalty: 2458.377441
	Iteration 25Q: 3 clusters Score -90504.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -90512.679688 Penalty: 2458.377441
	Iteration 26Q: 3 clusters Score -90512.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -90517.664062 Penalty: 2458.377441
	Iteration 27Q: 3 clusters Score -90517.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -90524.046875 Penalty: 2458.377441
	Iteration 28Q: 3 clusters Score -90524.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -90534.960938 Penalty: 2458.377441
	Iteration 29Q: 3 clusters Score -90534.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -90544.929688 Penalty: 2458.377441
	Iteration 30Q: 3 clusters Score -90544.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -90553.359375 Penalty: 2458.377441
	Iteration 31Q: 3 clusters Score -90553.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -90564.656250 Penalty: 2458.377441
	Iteration 32Q: 3 clusters Score -90564.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -90572.414062 Penalty: 2458.377441
	Iteration 33Q: 3 clusters Score -90572.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -90577.093750 Penalty: 2458.377441
	Iteration 34Q: 3 clusters Score -90577.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -90582.742188 Penalty: 2458.377441
	Iteration 35Q: 3 clusters Score -90582.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -90587.125000 Penalty: 2458.377441
	Iteration 36Q: 3 clusters Score -90587.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -90592.148438 Penalty: 2458.377441
	Iteration 37Q: 3 clusters Score -90592.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -90599.765625 Penalty: 2458.377441
	Iteration 38Q: 3 clusters Score -90599.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -90610.265625 Penalty: 2458.377441
	Iteration 39Q: 3 clusters Score -90610.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -90623.937500 Penalty: 2458.377441
	Iteration 40F: 3 clusters Score -90623.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -90640.484375 Penalty: 2458.377441
	Iteration 41Q: 3 clusters Score -90640.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -90651.750000 Penalty: 2458.377441
	Iteration 42Q: 3 clusters Score -90651.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -90657.125000 Penalty: 2458.377441
	Iteration 43Q: 3 clusters Score -90657.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -90659.226562 Penalty: 2458.377441
	Iteration 44Q: 3 clusters Score -90659.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -90659.453125 Penalty: 2458.377441
	Iteration 45Q: 3 clusters Score -90659.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -90659.453125 Penalty: 2458.377441
	Iteration 46F: 3 clusters Score -90659.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Entering Unmasked Estep 
Score: -162640.281250 Penalty: 1309.889038
	Iteration 0F: 2 clusters Score -162640.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -159802.718750 Penalty: 2619.778076
	Iteration 0F: 3 clusters Score -159802.7 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -160465.218750 Penalty: 2619.778076
	Iteration 1F: 3 clusters Score -160465.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -160582.609375 Penalty: 2619.778076
	Iteration 2F: 3 clusters Score -160582.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -160654.531250 Penalty: 2619.778076
	Iteration 3Q: 3 clusters Score -160654.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -160694.859375 Penalty: 2619.778076
	Iteration 4Q: 3 clusters Score -160694.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -160718.859375 Penalty: 2619.778076
	Iteration 5Q: 3 clusters Score -160718.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -160740.750000 Penalty: 2619.778076
	Iteration 6Q: 3 clusters Score -160740.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -160759.812500 Penalty: 2619.778076
	Iteration 7Q: 3 clusters Score -160759.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -160774.890625 Penalty: 2619.778076
	Iteration 8Q: 3 clusters Score -160774.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -160780.375000 Penalty: 2619.778076
	Iteration 9Q: 3 clusters Score -160780.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -160784.171875 Penalty: 2619.778076
	Iteration 10Q: 3 clusters Score -160784.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -160790.359375 Penalty: 2619.778076
	Iteration 11Q: 3 clusters Score -160790.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -160795.796875 Penalty: 2619.778076
	Iteration 12Q: 3 clusters Score -160795.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -160800.687500 Penalty: 2619.778076
	Iteration 13Q: 3 clusters Score -160800.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -160804.343750 Penalty: 2619.778076
	Iteration 14Q: 3 clusters Score -160804.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -160811.328125 Penalty: 2619.778076
	Iteration 15Q: 3 clusters Score -160811.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -160818.593750 Penalty: 2619.778076
	Iteration 16Q: 3 clusters Score -160818.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -160824.265625 Penalty: 2619.778076
	Iteration 17Q: 3 clusters Score -160824.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -160829.343750 Penalty: 2619.778076
	Iteration 18Q: 3 clusters Score -160829.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -160834.843750 Penalty: 2619.778076
	Iteration 19Q: 3 clusters Score -160834.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -160840.171875 Penalty: 2619.778076
	Iteration 20F: 3 clusters Score -160840.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -160844.343750 Penalty: 2619.778076
	Iteration 21Q: 3 clusters Score -160844.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -160846.953125 Penalty: 2619.778076
	Iteration 22Q: 3 clusters Score -160847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -160851.796875 Penalty: 2619.778076
	Iteration 23Q: 3 clusters Score -160851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -160855.031250 Penalty: 2619.778076
	Iteration 24Q: 3 clusters Score -160855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -160858.046875 Penalty: 2619.778076
	Iteration 25Q: 3 clusters Score -160858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -160860.218750 Penalty: 2619.778076
	Iteration 26Q: 3 clusters Score -160860.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -160861.921875 Penalty: 2619.778076
	Iteration 27Q: 3 clusters Score -160861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -160863.312500 Penalty: 2619.778076
	Iteration 28Q: 3 clusters Score -160863.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -160866.109375 Penalty: 2619.778076
	Iteration 29Q: 3 clusters Score -160866.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -160867.375000 Penalty: 2619.778076
	Iteration 30Q: 3 clusters Score -160867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -160867.968750 Penalty: 2619.778076
	Iteration 31Q: 3 clusters Score -160868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -160869.937500 Penalty: 2619.778076
	Iteration 32Q: 3 clusters Score -160869.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -160872.562500 Penalty: 2619.778076
	Iteration 33Q: 3 clusters Score -160872.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -160875.390625 Penalty: 2619.778076
	Iteration 34Q: 3 clusters Score -160875.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -160878.921875 Penalty: 2619.778076
	Iteration 35Q: 3 clusters Score -160878.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -160884.531250 Penalty: 2619.778076
	Iteration 36Q: 3 clusters Score -160884.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -160889.828125 Penalty: 2619.778076
	Iteration 37Q: 3 clusters Score -160889.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -160894.500000 Penalty: 2619.778076
	Iteration 38Q: 3 clusters Score -160894.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -160900.406250 Penalty: 2619.778076
	Iteration 39Q: 3 clusters Score -160900.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -160906.000000 Penalty: 2619.778076
	Iteration 40F: 3 clusters Score -160906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -160912.203125 Penalty: 2619.778076
	Iteration 41Q: 3 clusters Score -160912.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -160918.484375 Penalty: 2619.778076
	Iteration 42Q: 3 clusters Score -160918.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -160924.390625 Penalty: 2619.778076
	Iteration 43Q: 3 clusters Score -160924.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -160930.515625 Penalty: 2619.778076
	Iteration 44Q: 3 clusters Score -160930.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -160938.406250 Penalty: 2619.778076
	Iteration 45Q: 3 clusters Score -160938.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -160946.046875 Penalty: 2619.778076
	Iteration 46Q: 3 clusters Score -160946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -160954.453125 Penalty: 2619.778076
	Iteration 47Q: 3 clusters Score -160954.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -160964.687500 Penalty: 2619.778076
	Iteration 48Q: 3 clusters Score -160964.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -160973.828125 Penalty: 2619.778076
	Iteration 49Q: 3 clusters Score -160973.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -160987.000000 Penalty: 2619.778076
	Iteration 50Q: 3 clusters Score -160987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -161001.953125 Penalty: 2619.778076
	Iteration 51Q: 3 clusters Score -161002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161019.500000 Penalty: 2619.778076
	Iteration 52Q: 3 clusters Score -161019.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -161036.546875 Penalty: 2619.778076
	Iteration 53Q: 3 clusters Score -161036.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -161049.656250 Penalty: 2619.778076
	Iteration 54Q: 3 clusters Score -161049.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -161068.765625 Penalty: 2619.778076
	Iteration 55Q: 3 clusters Score -161068.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -161100.406250 Penalty: 2619.778076
	Iteration 56Q: 3 clusters Score -161100.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -161138.500000 Penalty: 2619.778076
	Iteration 57Q: 3 clusters Score -161138.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -161171.546875 Penalty: 2619.778076
	Iteration 58Q: 3 clusters Score -161171.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -161205.875000 Penalty: 2619.778076
	Iteration 59Q: 3 clusters Score -161205.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -161237.203125 Penalty: 2619.778076
	Iteration 60F: 3 clusters Score -161237.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161271.078125 Penalty: 2619.778076
	Iteration 61Q: 3 clusters Score -161271.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -161306.437500 Penalty: 2619.778076
	Iteration 62Q: 3 clusters Score -161306.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -161340.125000 Penalty: 2619.778076
	Iteration 63Q: 3 clusters Score -161340.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -161362.359375 Penalty: 2619.778076
	Iteration 64Q: 3 clusters Score -161362.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -161378.156250 Penalty: 2619.778076
	Iteration 65Q: 3 clusters Score -161378.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -161391.890625 Penalty: 2619.778076
	Iteration 66Q: 3 clusters Score -161391.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -161398.906250 Penalty: 2619.778076
	Iteration 67Q: 3 clusters Score -161398.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -161404.531250 Penalty: 2619.778076
	Iteration 68Q: 3 clusters Score -161404.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -161408.031250 Penalty: 2619.778076
	Iteration 69Q: 3 clusters Score -161408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -161410.140625 Penalty: 2619.778076
	Iteration 70Q: 3 clusters Score -161410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -161410.406250 Penalty: 2619.778076
	Iteration 71Q: 3 clusters Score -161410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -161410.609375 Penalty: 2619.778076
	Iteration 72Q: 3 clusters Score -161410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -161410.609375 Penalty: 2619.778076
	Iteration 73F: 3 clusters Score -161410.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Entering Unmasked Estep 
Score: -2172570.250000 Penalty: 1735.796631
	Iteration 0F: 2 clusters Score -2172570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2143244.000000 Penalty: 3471.593262
	Iteration 0F: 3 clusters Score -2143244 nChanged 20452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2154819.000000 Penalty: 3471.593262
	Iteration 1F: 3 clusters Score -2154819 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2155277.000000 Penalty: 3471.593262
	Iteration 2Q: 3 clusters Score -2155277 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2155788.750000 Penalty: 3471.593262
	Iteration 3Q: 3 clusters Score -2155789 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2156428.000000 Penalty: 3471.593262
	Iteration 4Q: 3 clusters Score -2156428 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -2157261.750000 Penalty: 3471.593262
	Iteration 5Q: 3 clusters Score -2157262 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2158310.750000 Penalty: 3471.593262
	Iteration 6Q: 3 clusters Score -2158311 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2159638.500000 Penalty: 3471.593262
	Iteration 7F: 3 clusters Score -2159638 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2161340.250000 Penalty: 3471.593262
	Iteration 8F: 3 clusters Score -2161340 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2163360.250000 Penalty: 3471.593262
	Iteration 9F: 3 clusters Score -2163360 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2165253.250000 Penalty: 3471.593262
	Iteration 10F: 3 clusters Score -2165253 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2166617.750000 Penalty: 3471.593262
	Iteration 11Q: 3 clusters Score -2166618 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2167443.750000 Penalty: 3471.593262
	Iteration 12Q: 3 clusters Score -2167444 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2167998.000000 Penalty: 3471.593262
	Iteration 13Q: 3 clusters Score -2167998 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2168438.000000 Penalty: 3471.593262
	Iteration 14Q: 3 clusters Score -2168438 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2168834.500000 Penalty: 3471.593262
	Iteration 15Q: 3 clusters Score -2168834 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2169182.000000 Penalty: 3471.593262
	Iteration 16Q: 3 clusters Score -2169182 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2169498.250000 Penalty: 3471.593262
	Iteration 17Q: 3 clusters Score -2169498 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2169785.750000 Penalty: 3471.593262
	Iteration 18Q: 3 clusters Score -2169786 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2170050.750000 Penalty: 3471.593262
	Iteration 19Q: 3 clusters Score -2170051 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2170287.000000 Penalty: 3471.593262
	Iteration 20F: 3 clusters Score -2170287 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2170469.500000 Penalty: 3471.593262
	Iteration 21Q: 3 clusters Score -2170470 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2170615.250000 Penalty: 3471.593262
	Iteration 22Q: 3 clusters Score -2170615 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2170737.000000 Penalty: 3471.593262
	Iteration 23Q: 3 clusters Score -2170737 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2170837.750000 Penalty: 3471.593262
	Iteration 24Q: 3 clusters Score -2170838 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2170914.250000 Penalty: 3471.593262
	Iteration 25Q: 3 clusters Score -2170914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2170991.250000 Penalty: 3471.593262
	Iteration 26Q: 3 clusters Score -2170991 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2171040.250000 Penalty: 3471.593262
	Iteration 27Q: 3 clusters Score -2171040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2171070.750000 Penalty: 3471.593262
	Iteration 28Q: 3 clusters Score -2171071 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2171117.000000 Penalty: 3471.593262
	Iteration 29Q: 3 clusters Score -2171117 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2171161.250000 Penalty: 3471.593262
	Iteration 30Q: 3 clusters Score -2171161 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2171197.500000 Penalty: 3471.593262
	Iteration 31Q: 3 clusters Score -2171198 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2171235.000000 Penalty: 3471.593262
	Iteration 32Q: 3 clusters Score -2171235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2171257.000000 Penalty: 3471.593262
	Iteration 33Q: 3 clusters Score -2171257 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2171269.250000 Penalty: 3471.593262
	Iteration 34Q: 3 clusters Score -2171269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2171271.750000 Penalty: 3471.593262
	Iteration 35Q: 3 clusters Score -2171272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2171274.000000 Penalty: 3471.593262
	Iteration 36Q: 3 clusters Score -2171274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2171285.000000 Penalty: 3471.593262
	Iteration 37Q: 3 clusters Score -2171285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2171300.250000 Penalty: 3471.593262
	Iteration 38Q: 3 clusters Score -2171300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2171301.000000 Penalty: 3471.593262
	Iteration 39Q: 3 clusters Score -2171301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2171310.250000 Penalty: 3471.593262
	Iteration 40F: 3 clusters Score -2171310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2171309.250000 Penalty: 3471.593262
	Iteration 41Q: 3 clusters Score -2171309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2171311.500000 Penalty: 3471.593262
	Iteration 42Q: 3 clusters Score -2171312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2171313.750000 Penalty: 3471.593262
	Iteration 43Q: 3 clusters Score -2171314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2171313.750000 Penalty: 3471.593262
	Iteration 44Q: 3 clusters Score -2171314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2171314.250000 Penalty: 3471.593262
	Iteration 45Q: 3 clusters Score -2171314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2171315.000000 Penalty: 3471.593262
	Iteration 46Q: 3 clusters Score -2171315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2171318.750000 Penalty: 3471.593262
	Iteration 47Q: 3 clusters Score -2171319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2171321.750000 Penalty: 3471.593262
	Iteration 48Q: 3 clusters Score -2171322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2171319.500000 Penalty: 3471.593262
	Iteration 49Q: 3 clusters Score -2171320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2171322.000000 Penalty: 3471.593262
	Iteration 50Q: 3 clusters Score -2171322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2171320.000000 Penalty: 3471.593262
	Iteration 51Q: 3 clusters Score -2171320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2171327.000000 Penalty: 3471.593262
	Iteration 52Q: 3 clusters Score -2171327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2171329.250000 Penalty: 3471.593262
	Iteration 53Q: 3 clusters Score -2171329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2171327.750000 Penalty: 3471.593262
	Iteration 54Q: 3 clusters Score -2171328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2171332.500000 Penalty: 3471.593262
	Iteration 55Q: 3 clusters Score -2171332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2171333.750000 Penalty: 3471.593262
	Iteration 56Q: 3 clusters Score -2171334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2171335.000000 Penalty: 3471.593262
	Iteration 57Q: 3 clusters Score -2171335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2171337.500000 Penalty: 3471.593262
	Iteration 58Q: 3 clusters Score -2171338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2171346.000000 Penalty: 3471.593262
	Iteration 59Q: 3 clusters Score -2171346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2171348.750000 Penalty: 3471.593262
	Iteration 60F: 3 clusters Score -2171349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2171351.250000 Penalty: 3471.593262
	Iteration 61Q: 3 clusters Score -2171351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2171350.500000 Penalty: 3471.593262
	Iteration 62Q: 3 clusters Score -2171350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2171357.250000 Penalty: 3471.593262
	Iteration 63Q: 3 clusters Score -2171357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2171362.250000 Penalty: 3471.593262
	Iteration 64Q: 3 clusters Score -2171362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2171362.500000 Penalty: 3471.593262
	Iteration 65Q: 3 clusters Score -2171362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2171362.000000 Penalty: 3471.593262
	Iteration 66Q: 3 clusters Score -2171362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2171364.500000 Penalty: 3471.593262
	Iteration 67Q: 3 clusters Score -2171364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2171364.000000 Penalty: 3471.593262
	Iteration 68Q: 3 clusters Score -2171364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2171362.750000 Penalty: 3471.593262
	Iteration 69Q: 3 clusters Score -2171363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2171364.250000 Penalty: 3471.593262
	Iteration 70Q: 3 clusters Score -2171364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2171363.500000 Penalty: 3471.593262
	Iteration 71Q: 3 clusters Score -2171364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2171362.000000 Penalty: 3471.593262
	Iteration 72Q: 3 clusters Score -2171362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2171361.750000 Penalty: 3471.593262
	Iteration 73Q: 3 clusters Score -2171362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2171361.000000 Penalty: 3471.593262
	Iteration 74Q: 3 clusters Score -2171361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2171361.250000 Penalty: 3471.593262
	Iteration 75Q: 3 clusters Score -2171361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2171365.500000 Penalty: 3471.593262
	Iteration 76Q: 3 clusters Score -2171366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2171365.500000 Penalty: 3471.593262
	Iteration 77F: 3 clusters Score -2171366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Entering Unmasked Estep 
Score: -497973.687500 Penalty: 1491.747437
	Iteration 0F: 2 clusters Score -497973.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -490946.093750 Penalty: 2983.494873
	Iteration 0F: 3 clusters Score -490946.1 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -493289.531250 Penalty: 2983.494873
	Iteration 1F: 3 clusters Score -493289.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -493469.531250 Penalty: 2983.494873
	Iteration 2F: 3 clusters Score -493469.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -493637.093750 Penalty: 2983.494873
	Iteration 3Q: 3 clusters Score -493637.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -493789.750000 Penalty: 2983.494873
	Iteration 4Q: 3 clusters Score -493789.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -493936.843750 Penalty: 2983.494873
	Iteration 5Q: 3 clusters Score -493936.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -494128.062500 Penalty: 2983.494873
	Iteration 6Q: 3 clusters Score -494128.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -494362.812500 Penalty: 2983.494873
	Iteration 7Q: 3 clusters Score -494362.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -494645.562500 Penalty: 2983.494873
	Iteration 8Q: 3 clusters Score -494645.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -494952.875000 Penalty: 2983.494873
	Iteration 9Q: 3 clusters Score -494952.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -495250.531250 Penalty: 2983.494873
	Iteration 10Q: 3 clusters Score -495250.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -495541.375000 Penalty: 2983.494873
	Iteration 11Q: 3 clusters Score -495541.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -495813.156250 Penalty: 2983.494873
	Iteration 12Q: 3 clusters Score -495813.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -496014.781250 Penalty: 2983.494873
	Iteration 13Q: 3 clusters Score -496014.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -496165.937500 Penalty: 2983.494873
	Iteration 14Q: 3 clusters Score -496165.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -496292.500000 Penalty: 2983.494873
	Iteration 15Q: 3 clusters Score -496292.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -496401.062500 Penalty: 2983.494873
	Iteration 16Q: 3 clusters Score -496401.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -496476.625000 Penalty: 2983.494873
	Iteration 17Q: 3 clusters Score -496476.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -496530.437500 Penalty: 2983.494873
	Iteration 18Q: 3 clusters Score -496530.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -496570.875000 Penalty: 2983.494873
	Iteration 19Q: 3 clusters Score -496570.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -496602.906250 Penalty: 2983.494873
	Iteration 20F: 3 clusters Score -496602.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -496614.093750 Penalty: 2983.494873
	Iteration 21Q: 3 clusters Score -496614.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -496629.000000 Penalty: 2983.494873
	Iteration 22Q: 3 clusters Score -496629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -496641.468750 Penalty: 2983.494873
	Iteration 23Q: 3 clusters Score -496641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -496644.062500 Penalty: 2983.494873
	Iteration 24Q: 3 clusters Score -496644.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -496646.000000 Penalty: 2983.494873
	Iteration 25Q: 3 clusters Score -496646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -496646.000000 Penalty: 2983.494873
	Iteration 26F: 3 clusters Score -496646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36488 members 
Mstep: Class 6 contains 16618 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 5235 members 
Mstep: Class 17 contains 378780 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43557 members 
Mstep: Class 23 contains 9701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198574.000000 Penalty: 41003.015625
Iteration 199Q: 20 clusters Score -2.819857e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36478 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9447 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 5191 members 
Mstep: Class 17 contains 378761 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43648 members 
Mstep: Class 23 contains 9698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198584.000000 Penalty: 41003.015625
Iteration 200F: 20 clusters Score -2.819858e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10748 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36466 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 13 contains 12408 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 5143 members 
Mstep: Class 17 contains 378734 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43743 members 
Mstep: Class 23 contains 9690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198638.000000 Penalty: 41003.015625
Iteration 201Q: 20 clusters Score -2.819864e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10746 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36460 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 6043 members 
Mstep: Class 15 contains 5093 members 
Mstep: Class 17 contains 378712 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43827 members 
Mstep: Class 23 contains 9686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198642.000000 Penalty: 41003.015625
Iteration 202Q: 20 clusters Score -2.819864e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10745 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36452 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 13 contains 12408 members 
Mstep: Class 14 contains 6035 members 
Mstep: Class 15 contains 5059 members 
Mstep: Class 17 contains 378699 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43889 members 
Mstep: Class 23 contains 9686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198600.000000 Penalty: 41003.015625
Iteration 203Q: 20 clusters Score -2.81986e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10746 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36450 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9449 members 
Mstep: Class 13 contains 12408 members 
Mstep: Class 14 contains 6027 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 17 contains 378670 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 1943 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 43960 members 
Mstep: Class 23 contains 9683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198590.000000 Penalty: 41003.015625
Iteration 204Q: 20 clusters Score -2.819859e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10744 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36448 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 9450 members 
Mstep: Class 13 contains 12408 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 17 contains 378634 members 
Mstep: Class 18 contains 32595 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44048 members 
Mstep: Class 23 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198634.000000 Penalty: 41003.015625
Iteration 205Q: 20 clusters Score -2.819863e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36448 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1024 members 
Mstep: Class 10 contains 9450 members 
Mstep: Class 13 contains 12408 members 
Mstep: Class 14 contains 6015 members 
Mstep: Class 15 contains 4926 members 
Mstep: Class 17 contains 378599 members 
Mstep: Class 18 contains 32594 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44139 members 
Mstep: Class 23 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198584.000000 Penalty: 41003.015625
Iteration 206Q: 20 clusters Score -2.819858e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36454 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1022 members 
Mstep: Class 10 contains 9450 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 6017 members 
Mstep: Class 15 contains 4873 members 
Mstep: Class 17 contains 378556 members 
Mstep: Class 18 contains 32593 members 
Mstep: Class 19 contains 1960 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44226 members 
Mstep: Class 23 contains 9678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198568.000000 Penalty: 41003.015625
Iteration 207Q: 20 clusters Score -2.819857e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10741 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36455 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1022 members 
Mstep: Class 10 contains 9451 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 6020 members 
Mstep: Class 15 contains 4823 members 
Mstep: Class 17 contains 378512 members 
Mstep: Class 18 contains 32592 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44316 members 
Mstep: Class 23 contains 9675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198550.000000 Penalty: 41003.015625
Iteration 208Q: 20 clusters Score -2.819855e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10740 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36444 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1021 members 
Mstep: Class 10 contains 9451 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 6021 members 
Mstep: Class 15 contains 4770 members 
Mstep: Class 17 contains 378475 members 
Mstep: Class 18 contains 32591 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44414 members 
Mstep: Class 23 contains 9674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198580.000000 Penalty: 41003.015625
Iteration 209Q: 20 clusters Score -2.819858e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10738 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36437 members 
Mstep: Class 6 contains 16621 members 
Mstep: Class 7 contains 2543 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1021 members 
Mstep: Class 10 contains 9450 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6017 members 
Mstep: Class 15 contains 4737 members 
Mstep: Class 17 contains 378448 members 
Mstep: Class 18 contains 32592 members 
Mstep: Class 19 contains 1964 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44484 members 
Mstep: Class 23 contains 9673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198594.000000 Penalty: 41003.015625
Iteration 210Q: 20 clusters Score -2.819859e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10735 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36431 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2543 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1021 members 
Mstep: Class 10 contains 9451 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6011 members 
Mstep: Class 15 contains 4701 members 
Mstep: Class 17 contains 378416 members 
Mstep: Class 18 contains 32592 members 
Mstep: Class 19 contains 1968 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44564 members 
Mstep: Class 23 contains 9672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198646.000000 Penalty: 41003.015625
Iteration 211Q: 20 clusters Score -2.819865e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10732 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36430 members 
Mstep: Class 6 contains 16618 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1021 members 
Mstep: Class 10 contains 9451 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6001 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 17 contains 378385 members 
Mstep: Class 18 contains 32592 members 
Mstep: Class 19 contains 1971 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44642 members 
Mstep: Class 23 contains 9668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198648.000000 Penalty: 41003.015625
Iteration 212Q: 20 clusters Score -2.819865e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36428 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1021 members 
Mstep: Class 10 contains 9452 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6000 members 
Mstep: Class 15 contains 4639 members 
Mstep: Class 17 contains 378349 members 
Mstep: Class 18 contains 32590 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44716 members 
Mstep: Class 23 contains 9664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198636.000000 Penalty: 41003.015625
Iteration 213Q: 20 clusters Score -2.819864e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10728 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36427 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1020 members 
Mstep: Class 10 contains 9452 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 5998 members 
Mstep: Class 15 contains 4595 members 
Mstep: Class 17 contains 378319 members 
Mstep: Class 18 contains 32592 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44791 members 
Mstep: Class 23 contains 9665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198676.000000 Penalty: 41003.015625
Iteration 214Q: 20 clusters Score -2.819868e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36422 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 10 contains 9453 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 17 contains 378292 members 
Mstep: Class 18 contains 32592 members 
Mstep: Class 19 contains 1984 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44873 members 
Mstep: Class 23 contains 9663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198698.000000 Penalty: 41003.015625
Iteration 215Q: 20 clusters Score -2.81987e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36418 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2539 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 9454 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6003 members 
Mstep: Class 15 contains 4495 members 
Mstep: Class 17 contains 378268 members 
Mstep: Class 18 contains 32591 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 44950 members 
Mstep: Class 23 contains 9663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198716.000000 Penalty: 41003.015625
Iteration 216Q: 20 clusters Score -2.819872e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36420 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 9454 members 
Mstep: Class 13 contains 12413 members 
Mstep: Class 14 contains 6006 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 17 contains 378235 members 
Mstep: Class 18 contains 32590 members 
Mstep: Class 19 contains 1992 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 45024 members 
Mstep: Class 23 contains 9663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198806.000000 Penalty: 41003.015625
Iteration 217Q: 20 clusters Score -2.819881e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10715 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36417 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9454 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 6002 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 17 contains 378207 members 
Mstep: Class 18 contains 32589 members 
Mstep: Class 19 contains 1997 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 45100 members 
Mstep: Class 23 contains 9667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198780.000000 Penalty: 41003.015625
Iteration 218Q: 20 clusters Score -2.819878e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36414 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5998 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 17 contains 378179 members 
Mstep: Class 18 contains 32588 members 
Mstep: Class 19 contains 2002 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 45174 members 
Mstep: Class 23 contains 9668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198776.000000 Penalty: 41003.015625
Iteration 219Q: 20 clusters Score -2.819878e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36414 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5991 members 
Mstep: Class 15 contains 4318 members 
Mstep: Class 17 contains 378159 members 
Mstep: Class 18 contains 32586 members 
Mstep: Class 19 contains 2006 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 45244 members 
Mstep: Class 23 contains 9665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198844.000000 Penalty: 41003.015625
Iteration 220F: 20 clusters Score -2.819884e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36416 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5989 members 
Mstep: Class 15 contains 4268 members 
Mstep: Class 17 contains 378139 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2010 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 45310 members 
Mstep: Class 23 contains 9662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198838.000000 Penalty: 41003.015625
Iteration 221Q: 20 clusters Score -2.819884e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36420 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9455 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5986 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 17 contains 378102 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2012 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 45389 members 
Mstep: Class 23 contains 9663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198792.000000 Penalty: 41003.015625
Iteration 222Q: 20 clusters Score -2.819879e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36415 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9453 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5980 members 
Mstep: Class 15 contains 4176 members 
Mstep: Class 17 contains 378072 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2020 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 45474 members 
Mstep: Class 23 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198780.000000 Penalty: 41003.015625
Iteration 223Q: 20 clusters Score -2.819878e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36414 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9454 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5977 members 
Mstep: Class 15 contains 4128 members 
Mstep: Class 17 contains 378047 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2024 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 45553 members 
Mstep: Class 23 contains 9651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198830.000000 Penalty: 41003.015625
Iteration 224Q: 20 clusters Score -2.819883e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36412 members 
Mstep: Class 6 contains 16618 members 
Mstep: Class 7 contains 2537 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9454 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5975 members 
Mstep: Class 15 contains 4075 members 
Mstep: Class 17 contains 378012 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 45652 members 
Mstep: Class 23 contains 9642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198810.000000 Penalty: 41003.015625
Iteration 225Q: 20 clusters Score -2.819881e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36412 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9454 members 
Mstep: Class 13 contains 12412 members 
Mstep: Class 14 contains 5973 members 
Mstep: Class 15 contains 4011 members 
Mstep: Class 17 contains 377979 members 
Mstep: Class 18 contains 32588 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 21 contains 3169 members 
Mstep: Class 22 contains 45754 members 
Mstep: Class 23 contains 9636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198818.000000 Penalty: 41003.015625
Iteration 226Q: 20 clusters Score -2.819882e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10716 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36418 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9456 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5969 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 17 contains 377940 members 
Mstep: Class 18 contains 32588 members 
Mstep: Class 19 contains 2030 members 
Mstep: Class 21 contains 3170 members 
Mstep: Class 22 contains 45868 members 
Mstep: Class 23 contains 9631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198850.000000 Penalty: 41003.015625
Iteration 227Q: 20 clusters Score -2.819885e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10717 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36420 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9459 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 15 contains 3862 members 
Mstep: Class 17 contains 377904 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2036 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 45976 members 
Mstep: Class 23 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198838.000000 Penalty: 41003.015625
Iteration 228Q: 20 clusters Score -2.819884e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36415 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9463 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 17 contains 377875 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2043 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46105 members 
Mstep: Class 23 contains 9601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198868.000000 Penalty: 41003.015625
Iteration 229Q: 20 clusters Score -2.819887e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36412 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5954 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 17 contains 377843 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2048 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46224 members 
Mstep: Class 23 contains 9585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198940.000000 Penalty: 41003.015625
Iteration 230Q: 20 clusters Score -2.819894e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36402 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9465 members 
Mstep: Class 13 contains 12408 members 
Mstep: Class 14 contains 5949 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 17 contains 377805 members 
Mstep: Class 18 contains 32586 members 
Mstep: Class 19 contains 2051 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46327 members 
Mstep: Class 23 contains 9573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198966.000000 Penalty: 41003.015625
Iteration 231Q: 20 clusters Score -2.819897e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9774 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36388 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9466 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5934 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 17 contains 377780 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2056 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46424 members 
Mstep: Class 23 contains 9563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198962.000000 Penalty: 41003.015625
Iteration 232Q: 20 clusters Score -2.819896e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9775 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36390 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5930 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 17 contains 377744 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46500 members 
Mstep: Class 23 contains 9558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28198972.000000 Penalty: 41003.015625
Iteration 233Q: 20 clusters Score -2.819897e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36392 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9470 members 
Mstep: Class 13 contains 12408 members 
Mstep: Class 14 contains 5923 members 
Mstep: Class 15 contains 3550 members 
Mstep: Class 17 contains 377712 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46584 members 
Mstep: Class 23 contains 9553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199002.000000 Penalty: 41003.015625
Iteration 234Q: 20 clusters Score -2.8199e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10720 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36384 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5915 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 17 contains 377681 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2069 members 
Mstep: Class 21 contains 3173 members 
Mstep: Class 22 contains 46676 members 
Mstep: Class 23 contains 9545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199028.000000 Penalty: 41003.015625
Iteration 235Q: 20 clusters Score -2.819903e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36374 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 9472 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5909 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 17 contains 377645 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2074 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46774 members 
Mstep: Class 23 contains 9527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199036.000000 Penalty: 41003.015625
Iteration 236Q: 20 clusters Score -2.819904e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36364 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1011 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5902 members 
Mstep: Class 15 contains 3447 members 
Mstep: Class 17 contains 377613 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2076 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46866 members 
Mstep: Class 23 contains 9514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199042.000000 Penalty: 41003.015625
Iteration 237Q: 20 clusters Score -2.819904e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36359 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1011 members 
Mstep: Class 10 contains 9471 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5894 members 
Mstep: Class 15 contains 3418 members 
Mstep: Class 17 contains 377585 members 
Mstep: Class 18 contains 32587 members 
Mstep: Class 19 contains 2081 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46934 members 
Mstep: Class 23 contains 9511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199066.000000 Penalty: 41003.015625
Iteration 238Q: 20 clusters Score -2.819907e+07 nChanged 115
Entering ConstructFrom: 
Score: -28199066.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -65078.203125 Penalty: 1188.939087
	Iteration 0F: 2 clusters Score -65078.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -63313.500000 Penalty: 2377.878174
	Iteration 0F: 3 clusters Score -63313.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -63803.703125 Penalty: 2377.878174
	Iteration 1F: 3 clusters Score -63803.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -63981.832031 Penalty: 2377.878174
	Iteration 2F: 3 clusters Score -63981.83 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -64147.273438 Penalty: 2377.878174
	Iteration 3F: 3 clusters Score -64147.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -64266.738281 Penalty: 2377.878174
	Iteration 4Q: 3 clusters Score -64266.74 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -64350.343750 Penalty: 2377.878174
	Iteration 5Q: 3 clusters Score -64350.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -64417.839844 Penalty: 2377.878174
	Iteration 6Q: 3 clusters Score -64417.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -64546.980469 Penalty: 2377.878174
	Iteration 7Q: 3 clusters Score -64546.98 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -64749.820312 Penalty: 2377.878174
	Iteration 8F: 3 clusters Score -64749.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -64890.437500 Penalty: 2377.878174
	Iteration 9Q: 3 clusters Score -64890.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -65003.015625 Penalty: 2377.878174
	Iteration 10Q: 3 clusters Score -65003.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -65085.214844 Penalty: 2377.878174
	Iteration 11Q: 3 clusters Score -65085.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -65118.617188 Penalty: 2377.878174
	Iteration 12Q: 3 clusters Score -65118.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -65136.007812 Penalty: 2377.878174
	Iteration 13Q: 3 clusters Score -65136.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -65142.078125 Penalty: 2377.878174
	Iteration 14Q: 3 clusters Score -65142.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -65143.421875 Penalty: 2377.878174
	Iteration 15Q: 3 clusters Score -65143.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -65143.421875 Penalty: 2377.878174
	Iteration 16F: 3 clusters Score -65143.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36356 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 1068 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5889 members 
Mstep: Class 15 contains 3388 members 
Mstep: Class 17 contains 377576 members 
Mstep: Class 18 contains 32586 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46986 members 
Mstep: Class 23 contains 9500 members 
Entering Unmasked Estep 
Score: -28198124.000000 Penalty: 43161.070312
Splitting cluster 1 changes total score from -28199066.000000 to -28198124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (10723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Entering Unmasked Estep 
Score: -554447.437500 Penalty: 1508.023804
	Iteration 0F: 2 clusters Score -554447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -546742.562500 Penalty: 3016.047607
	Iteration 0F: 3 clusters Score -546742.6 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -549332.750000 Penalty: 3016.047607
	Iteration 1F: 3 clusters Score -549332.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -549640.375000 Penalty: 3016.047607
	Iteration 2F: 3 clusters Score -549640.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -549945.000000 Penalty: 3016.047607
	Iteration 3F: 3 clusters Score -549945 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -550272.625000 Penalty: 3016.047607
	Iteration 4F: 3 clusters Score -550272.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -550626.375000 Penalty: 3016.047607
	Iteration 5F: 3 clusters Score -550626.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -551004.500000 Penalty: 3016.047607
	Iteration 6F: 3 clusters Score -551004.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -551377.750000 Penalty: 3016.047607
	Iteration 7F: 3 clusters Score -551377.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -551729.250000 Penalty: 3016.047607
	Iteration 8Q: 3 clusters Score -551729.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -552016.562500 Penalty: 3016.047607
	Iteration 9Q: 3 clusters Score -552016.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -552193.625000 Penalty: 3016.047607
	Iteration 10Q: 3 clusters Score -552193.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -552303.187500 Penalty: 3016.047607
	Iteration 11Q: 3 clusters Score -552303.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -552367.875000 Penalty: 3016.047607
	Iteration 12Q: 3 clusters Score -552367.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -552424.687500 Penalty: 3016.047607
	Iteration 13Q: 3 clusters Score -552424.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -552485.750000 Penalty: 3016.047607
	Iteration 14Q: 3 clusters Score -552485.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -552531.937500 Penalty: 3016.047607
	Iteration 15Q: 3 clusters Score -552531.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -552568.875000 Penalty: 3016.047607
	Iteration 16Q: 3 clusters Score -552568.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -552600.562500 Penalty: 3016.047607
	Iteration 17Q: 3 clusters Score -552600.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -552632.000000 Penalty: 3016.047607
	Iteration 18Q: 3 clusters Score -552632 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -552666.750000 Penalty: 3016.047607
	Iteration 19Q: 3 clusters Score -552666.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -552693.125000 Penalty: 3016.047607
	Iteration 20F: 3 clusters Score -552693.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -552729.437500 Penalty: 3016.047607
	Iteration 21Q: 3 clusters Score -552729.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -552757.687500 Penalty: 3016.047607
	Iteration 22Q: 3 clusters Score -552757.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -552780.187500 Penalty: 3016.047607
	Iteration 23Q: 3 clusters Score -552780.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -552799.562500 Penalty: 3016.047607
	Iteration 24Q: 3 clusters Score -552799.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -552812.312500 Penalty: 3016.047607
	Iteration 25Q: 3 clusters Score -552812.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -552827.187500 Penalty: 3016.047607
	Iteration 26Q: 3 clusters Score -552827.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -552845.000000 Penalty: 3016.047607
	Iteration 27Q: 3 clusters Score -552845 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -552859.125000 Penalty: 3016.047607
	Iteration 28Q: 3 clusters Score -552859.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -552876.062500 Penalty: 3016.047607
	Iteration 29Q: 3 clusters Score -552876.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -552893.375000 Penalty: 3016.047607
	Iteration 30Q: 3 clusters Score -552893.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -552903.625000 Penalty: 3016.047607
	Iteration 31Q: 3 clusters Score -552903.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -552915.437500 Penalty: 3016.047607
	Iteration 32Q: 3 clusters Score -552915.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -552925.375000 Penalty: 3016.047607
	Iteration 33Q: 3 clusters Score -552925.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -552935.375000 Penalty: 3016.047607
	Iteration 34Q: 3 clusters Score -552935.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -552946.375000 Penalty: 3016.047607
	Iteration 35Q: 3 clusters Score -552946.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -552954.250000 Penalty: 3016.047607
	Iteration 36Q: 3 clusters Score -552954.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -552961.312500 Penalty: 3016.047607
	Iteration 37Q: 3 clusters Score -552961.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -552967.812500 Penalty: 3016.047607
	Iteration 38Q: 3 clusters Score -552967.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -552977.187500 Penalty: 3016.047607
	Iteration 39Q: 3 clusters Score -552977.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -552985.625000 Penalty: 3016.047607
	Iteration 40F: 3 clusters Score -552985.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -552997.062500 Penalty: 3016.047607
	Iteration 41Q: 3 clusters Score -552997.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -553008.937500 Penalty: 3016.047607
	Iteration 42Q: 3 clusters Score -553008.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -553018.625000 Penalty: 3016.047607
	Iteration 43Q: 3 clusters Score -553018.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -553026.000000 Penalty: 3016.047607
	Iteration 44Q: 3 clusters Score -553026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -553033.750000 Penalty: 3016.047607
	Iteration 45Q: 3 clusters Score -553033.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -553041.125000 Penalty: 3016.047607
	Iteration 46Q: 3 clusters Score -553041.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -553046.500000 Penalty: 3016.047607
	Iteration 47Q: 3 clusters Score -553046.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -553053.437500 Penalty: 3016.047607
	Iteration 48Q: 3 clusters Score -553053.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -553057.437500 Penalty: 3016.047607
	Iteration 49Q: 3 clusters Score -553057.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -553063.625000 Penalty: 3016.047607
	Iteration 50Q: 3 clusters Score -553063.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -553066.562500 Penalty: 3016.047607
	Iteration 51Q: 3 clusters Score -553066.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -553068.250000 Penalty: 3016.047607
	Iteration 52Q: 3 clusters Score -553068.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -553071.937500 Penalty: 3016.047607
	Iteration 53Q: 3 clusters Score -553071.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -553074.562500 Penalty: 3016.047607
	Iteration 54Q: 3 clusters Score -553074.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -553076.937500 Penalty: 3016.047607
	Iteration 55Q: 3 clusters Score -553076.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -553077.875000 Penalty: 3016.047607
	Iteration 56Q: 3 clusters Score -553077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -553079.187500 Penalty: 3016.047607
	Iteration 57Q: 3 clusters Score -553079.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -553080.500000 Penalty: 3016.047607
	Iteration 58Q: 3 clusters Score -553080.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -553081.250000 Penalty: 3016.047607
	Iteration 59Q: 3 clusters Score -553081.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -553083.687500 Penalty: 3016.047607
	Iteration 60F: 3 clusters Score -553083.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -553084.187500 Penalty: 3016.047607
	Iteration 61Q: 3 clusters Score -553084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -553086.500000 Penalty: 3016.047607
	Iteration 62Q: 3 clusters Score -553086.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -553087.687500 Penalty: 3016.047607
	Iteration 63Q: 3 clusters Score -553087.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -553090.000000 Penalty: 3016.047607
	Iteration 64Q: 3 clusters Score -553090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -553092.687500 Penalty: 3016.047607
	Iteration 65Q: 3 clusters Score -553092.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -553093.375000 Penalty: 3016.047607
	Iteration 66Q: 3 clusters Score -553093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -553093.187500 Penalty: 3016.047607
	Iteration 67Q: 3 clusters Score -553093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -553093.875000 Penalty: 3016.047607
	Iteration 68Q: 3 clusters Score -553093.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -553097.750000 Penalty: 3016.047607
	Iteration 69Q: 3 clusters Score -553097.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -553099.437500 Penalty: 3016.047607
	Iteration 70Q: 3 clusters Score -553099.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -553101.750000 Penalty: 3016.047607
	Iteration 71Q: 3 clusters Score -553101.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -553104.687500 Penalty: 3016.047607
	Iteration 72Q: 3 clusters Score -553104.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -553107.500000 Penalty: 3016.047607
	Iteration 73Q: 3 clusters Score -553107.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -553109.812500 Penalty: 3016.047607
	Iteration 74Q: 3 clusters Score -553109.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -553112.312500 Penalty: 3016.047607
	Iteration 75Q: 3 clusters Score -553112.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -553114.312500 Penalty: 3016.047607
	Iteration 76Q: 3 clusters Score -553114.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -553118.250000 Penalty: 3016.047607
	Iteration 77Q: 3 clusters Score -553118.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -553119.687500 Penalty: 3016.047607
	Iteration 78Q: 3 clusters Score -553119.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -553123.062500 Penalty: 3016.047607
	Iteration 79Q: 3 clusters Score -553123.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -553125.750000 Penalty: 3016.047607
	Iteration 80F: 3 clusters Score -553125.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -553129.812500 Penalty: 3016.047607
	Iteration 81Q: 3 clusters Score -553129.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -553133.812500 Penalty: 3016.047607
	Iteration 82Q: 3 clusters Score -553133.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -553135.875000 Penalty: 3016.047607
	Iteration 83Q: 3 clusters Score -553135.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -553136.687500 Penalty: 3016.047607
	Iteration 84Q: 3 clusters Score -553136.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -553137.250000 Penalty: 3016.047607
	Iteration 85Q: 3 clusters Score -553137.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -553136.250000 Penalty: 3016.047607
	Iteration 86Q: 3 clusters Score -553136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -553138.312500 Penalty: 3016.047607
	Iteration 87Q: 3 clusters Score -553138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -553138.375000 Penalty: 3016.047607
	Iteration 88Q: 3 clusters Score -553138.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -553139.562500 Penalty: 3016.047607
	Iteration 89Q: 3 clusters Score -553139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -553137.500000 Penalty: 3016.047607
	Iteration 90Q: 3 clusters Score -553137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -553137.500000 Penalty: 3016.047607
	Iteration 91F: 3 clusters Score -553137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Entering Unmasked Estep 
Score: -496448.937500 Penalty: 1493.015503
	Iteration 0F: 2 clusters Score -496448.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -489382.468750 Penalty: 2986.031006
	Iteration 0F: 3 clusters Score -489382.5 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -491648.437500 Penalty: 2986.031006
	Iteration 1F: 3 clusters Score -491648.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -491891.218750 Penalty: 2986.031006
	Iteration 2F: 3 clusters Score -491891.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -492057.000000 Penalty: 2986.031006
	Iteration 3Q: 3 clusters Score -492057 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -492187.875000 Penalty: 2986.031006
	Iteration 4Q: 3 clusters Score -492187.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -492282.093750 Penalty: 2986.031006
	Iteration 5Q: 3 clusters Score -492282.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -492366.875000 Penalty: 2986.031006
	Iteration 6Q: 3 clusters Score -492366.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -492450.500000 Penalty: 2986.031006
	Iteration 7Q: 3 clusters Score -492450.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -492542.875000 Penalty: 2986.031006
	Iteration 8Q: 3 clusters Score -492542.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -492662.250000 Penalty: 2986.031006
	Iteration 9Q: 3 clusters Score -492662.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -492801.312500 Penalty: 2986.031006
	Iteration 10Q: 3 clusters Score -492801.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -492960.656250 Penalty: 2986.031006
	Iteration 11Q: 3 clusters Score -492960.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -493199.500000 Penalty: 2986.031006
	Iteration 12Q: 3 clusters Score -493199.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -493511.875000 Penalty: 2986.031006
	Iteration 13Q: 3 clusters Score -493511.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -493873.187500 Penalty: 2986.031006
	Iteration 14Q: 3 clusters Score -493873.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -494221.781250 Penalty: 2986.031006
	Iteration 15Q: 3 clusters Score -494221.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -494493.906250 Penalty: 2986.031006
	Iteration 16Q: 3 clusters Score -494493.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -494715.156250 Penalty: 2986.031006
	Iteration 17Q: 3 clusters Score -494715.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -494888.468750 Penalty: 2986.031006
	Iteration 18Q: 3 clusters Score -494888.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -494988.656250 Penalty: 2986.031006
	Iteration 19Q: 3 clusters Score -494988.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -495063.562500 Penalty: 2986.031006
	Iteration 20F: 3 clusters Score -495063.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -495103.000000 Penalty: 2986.031006
	Iteration 21Q: 3 clusters Score -495103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -495124.312500 Penalty: 2986.031006
	Iteration 22Q: 3 clusters Score -495124.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -495138.531250 Penalty: 2986.031006
	Iteration 23Q: 3 clusters Score -495138.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -495145.468750 Penalty: 2986.031006
	Iteration 24Q: 3 clusters Score -495145.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -495155.656250 Penalty: 2986.031006
	Iteration 25Q: 3 clusters Score -495155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -495161.125000 Penalty: 2986.031006
	Iteration 26Q: 3 clusters Score -495161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -495162.468750 Penalty: 2986.031006
	Iteration 27Q: 3 clusters Score -495162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -495163.062500 Penalty: 2986.031006
	Iteration 28Q: 3 clusters Score -495163.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -495163.062500 Penalty: 2986.031006
	Iteration 29F: 3 clusters Score -495163.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -97157.000000 Penalty: 1250.116699
	Iteration 0F: 2 clusters Score -97157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -95003.437500 Penalty: 2500.233398
	Iteration 0F: 3 clusters Score -95003.44 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -95708.539062 Penalty: 2500.233398
	Iteration 1F: 3 clusters Score -95708.54 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -96033.781250 Penalty: 2500.233398
	Iteration 2F: 3 clusters Score -96033.78 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -96345.640625 Penalty: 2500.233398
	Iteration 3F: 3 clusters Score -96345.64 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -96616.125000 Penalty: 2500.233398
	Iteration 4F: 3 clusters Score -96616.12 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -96789.320312 Penalty: 2500.233398
	Iteration 5F: 3 clusters Score -96789.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -96875.835938 Penalty: 2500.233398
	Iteration 6Q: 3 clusters Score -96875.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96928.648438 Penalty: 2500.233398
	Iteration 7Q: 3 clusters Score -96928.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -96949.492188 Penalty: 2500.233398
	Iteration 8Q: 3 clusters Score -96949.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96958.414062 Penalty: 2500.233398
	Iteration 9Q: 3 clusters Score -96958.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -96970.609375 Penalty: 2500.233398
	Iteration 10Q: 3 clusters Score -96970.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96978.429688 Penalty: 2500.233398
	Iteration 11Q: 3 clusters Score -96978.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96991.226562 Penalty: 2500.233398
	Iteration 12Q: 3 clusters Score -96991.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96999.359375 Penalty: 2500.233398
	Iteration 13Q: 3 clusters Score -96999.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -97004.351562 Penalty: 2500.233398
	Iteration 14Q: 3 clusters Score -97004.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97005.992188 Penalty: 2500.233398
	Iteration 15Q: 3 clusters Score -97005.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97007.273438 Penalty: 2500.233398
	Iteration 16Q: 3 clusters Score -97007.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97007.304688 Penalty: 2500.233398
	Iteration 17Q: 3 clusters Score -97007.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97007.304688 Penalty: 2500.233398
	Iteration 18F: 3 clusters Score -97007.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Entering Unmasked Estep 
Score: -1822887.000000 Penalty: 1706.431152
	Iteration 0F: 2 clusters Score -1822887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1798628.250000 Penalty: 3412.862305
	Iteration 0F: 3 clusters Score -1798628 nChanged 16820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1808164.750000 Penalty: 3412.862305
	Iteration 1F: 3 clusters Score -1808165 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -1808866.000000 Penalty: 3412.862305
	Iteration 2Q: 3 clusters Score -1808866 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1809869.625000 Penalty: 3412.862305
	Iteration 3F: 3 clusters Score -1809870 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -1811220.250000 Penalty: 3412.862305
	Iteration 4F: 3 clusters Score -1811220 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1812917.500000 Penalty: 3412.862305
	Iteration 5F: 3 clusters Score -1812918 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1814583.125000 Penalty: 3412.862305
	Iteration 6F: 3 clusters Score -1814583 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1816142.250000 Penalty: 3412.862305
	Iteration 7F: 3 clusters Score -1816142 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1817318.875000 Penalty: 3412.862305
	Iteration 8Q: 3 clusters Score -1817319 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1818031.500000 Penalty: 3412.862305
	Iteration 9Q: 3 clusters Score -1818032 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1818487.875000 Penalty: 3412.862305
	Iteration 10Q: 3 clusters Score -1818488 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1818846.375000 Penalty: 3412.862305
	Iteration 11Q: 3 clusters Score -1818846 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1819172.000000 Penalty: 3412.862305
	Iteration 12Q: 3 clusters Score -1819172 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1819520.500000 Penalty: 3412.862305
	Iteration 13Q: 3 clusters Score -1819520 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1819856.500000 Penalty: 3412.862305
	Iteration 14Q: 3 clusters Score -1819856 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1820158.250000 Penalty: 3412.862305
	Iteration 15Q: 3 clusters Score -1820158 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1820425.000000 Penalty: 3412.862305
	Iteration 16Q: 3 clusters Score -1820425 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1820596.375000 Penalty: 3412.862305
	Iteration 17Q: 3 clusters Score -1820596 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1820741.875000 Penalty: 3412.862305
	Iteration 18Q: 3 clusters Score -1820742 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1820906.000000 Penalty: 3412.862305
	Iteration 19Q: 3 clusters Score -1820906 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1821010.500000 Penalty: 3412.862305
	Iteration 20F: 3 clusters Score -1821010 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1821091.625000 Penalty: 3412.862305
	Iteration 21Q: 3 clusters Score -1821092 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1821146.875000 Penalty: 3412.862305
	Iteration 22Q: 3 clusters Score -1821147 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1821184.000000 Penalty: 3412.862305
	Iteration 23Q: 3 clusters Score -1821184 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1821223.875000 Penalty: 3412.862305
	Iteration 24Q: 3 clusters Score -1821224 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1821249.250000 Penalty: 3412.862305
	Iteration 25Q: 3 clusters Score -1821249 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1821273.875000 Penalty: 3412.862305
	Iteration 26Q: 3 clusters Score -1821274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1821300.500000 Penalty: 3412.862305
	Iteration 27Q: 3 clusters Score -1821300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1821325.500000 Penalty: 3412.862305
	Iteration 28Q: 3 clusters Score -1821326 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1821351.500000 Penalty: 3412.862305
	Iteration 29Q: 3 clusters Score -1821352 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1821366.625000 Penalty: 3412.862305
	Iteration 30Q: 3 clusters Score -1821367 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1821389.625000 Penalty: 3412.862305
	Iteration 31Q: 3 clusters Score -1821390 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1821421.250000 Penalty: 3412.862305
	Iteration 32Q: 3 clusters Score -1821421 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1821440.250000 Penalty: 3412.862305
	Iteration 33Q: 3 clusters Score -1821440 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1821458.250000 Penalty: 3412.862305
	Iteration 34Q: 3 clusters Score -1821458 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1821480.375000 Penalty: 3412.862305
	Iteration 35Q: 3 clusters Score -1821480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1821495.500000 Penalty: 3412.862305
	Iteration 36Q: 3 clusters Score -1821496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1821510.875000 Penalty: 3412.862305
	Iteration 37Q: 3 clusters Score -1821511 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1821526.625000 Penalty: 3412.862305
	Iteration 38Q: 3 clusters Score -1821527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1821555.000000 Penalty: 3412.862305
	Iteration 39Q: 3 clusters Score -1821555 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1821568.250000 Penalty: 3412.862305
	Iteration 40F: 3 clusters Score -1821568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1821576.000000 Penalty: 3412.862305
	Iteration 41Q: 3 clusters Score -1821576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1821595.125000 Penalty: 3412.862305
	Iteration 42Q: 3 clusters Score -1821595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1821612.375000 Penalty: 3412.862305
	Iteration 43Q: 3 clusters Score -1821612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1821623.375000 Penalty: 3412.862305
	Iteration 44Q: 3 clusters Score -1821623 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1821641.625000 Penalty: 3412.862305
	Iteration 45Q: 3 clusters Score -1821642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1821663.250000 Penalty: 3412.862305
	Iteration 46Q: 3 clusters Score -1821663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1821684.125000 Penalty: 3412.862305
	Iteration 47Q: 3 clusters Score -1821684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1821690.875000 Penalty: 3412.862305
	Iteration 48Q: 3 clusters Score -1821691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1821707.750000 Penalty: 3412.862305
	Iteration 49Q: 3 clusters Score -1821708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1821714.375000 Penalty: 3412.862305
	Iteration 50Q: 3 clusters Score -1821714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1821717.875000 Penalty: 3412.862305
	Iteration 51Q: 3 clusters Score -1821718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1821722.375000 Penalty: 3412.862305
	Iteration 52Q: 3 clusters Score -1821722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1821726.750000 Penalty: 3412.862305
	Iteration 53Q: 3 clusters Score -1821727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1821727.125000 Penalty: 3412.862305
	Iteration 54Q: 3 clusters Score -1821727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1821733.500000 Penalty: 3412.862305
	Iteration 55Q: 3 clusters Score -1821734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1821735.500000 Penalty: 3412.862305
	Iteration 56Q: 3 clusters Score -1821736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1821738.375000 Penalty: 3412.862305
	Iteration 57Q: 3 clusters Score -1821738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1821743.250000 Penalty: 3412.862305
	Iteration 58Q: 3 clusters Score -1821743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1821747.625000 Penalty: 3412.862305
	Iteration 59Q: 3 clusters Score -1821748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1821747.625000 Penalty: 3412.862305
	Iteration 60F: 3 clusters Score -1821748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1821750.750000 Penalty: 3412.862305
	Iteration 61Q: 3 clusters Score -1821751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1821749.625000 Penalty: 3412.862305
	Iteration 62Q: 3 clusters Score -1821750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1821753.125000 Penalty: 3412.862305
	Iteration 63Q: 3 clusters Score -1821753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1821763.000000 Penalty: 3412.862305
	Iteration 64Q: 3 clusters Score -1821763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1821767.250000 Penalty: 3412.862305
	Iteration 65Q: 3 clusters Score -1821767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1821772.750000 Penalty: 3412.862305
	Iteration 66Q: 3 clusters Score -1821773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1821783.250000 Penalty: 3412.862305
	Iteration 67Q: 3 clusters Score -1821783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1821786.875000 Penalty: 3412.862305
	Iteration 68Q: 3 clusters Score -1821787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1821788.375000 Penalty: 3412.862305
	Iteration 69Q: 3 clusters Score -1821788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1821788.625000 Penalty: 3412.862305
	Iteration 70Q: 3 clusters Score -1821789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1821790.125000 Penalty: 3412.862305
	Iteration 71Q: 3 clusters Score -1821790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1821791.125000 Penalty: 3412.862305
	Iteration 72Q: 3 clusters Score -1821791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1821794.125000 Penalty: 3412.862305
	Iteration 73Q: 3 clusters Score -1821794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1821795.125000 Penalty: 3412.862305
	Iteration 74Q: 3 clusters Score -1821795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1821794.000000 Penalty: 3412.862305
	Iteration 75Q: 3 clusters Score -1821794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1821794.000000 Penalty: 3412.862305
	Iteration 76F: 3 clusters Score -1821794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Entering Unmasked Estep 
Score: -765288.125000 Penalty: 1579.165283
	Iteration 0F: 2 clusters Score -765288.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -753751.250000 Penalty: 3158.330566
	Iteration 0F: 3 clusters Score -753751.2 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -757793.125000 Penalty: 3158.330566
	Iteration 1F: 3 clusters Score -757793.1 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -758129.562500 Penalty: 3158.330566
	Iteration 2F: 3 clusters Score -758129.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -758489.312500 Penalty: 3158.330566
	Iteration 3Q: 3 clusters Score -758489.3 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -758860.125000 Penalty: 3158.330566
	Iteration 4Q: 3 clusters Score -758860.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -759221.875000 Penalty: 3158.330566
	Iteration 5Q: 3 clusters Score -759221.9 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -759584.125000 Penalty: 3158.330566
	Iteration 6Q: 3 clusters Score -759584.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -759992.687500 Penalty: 3158.330566
	Iteration 7Q: 3 clusters Score -759992.7 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -760427.000000 Penalty: 3158.330566
	Iteration 8Q: 3 clusters Score -760427 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -760805.750000 Penalty: 3158.330566
	Iteration 9Q: 3 clusters Score -760805.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -761102.875000 Penalty: 3158.330566
	Iteration 10Q: 3 clusters Score -761102.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -761346.875000 Penalty: 3158.330566
	Iteration 11Q: 3 clusters Score -761346.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -761571.562500 Penalty: 3158.330566
	Iteration 12Q: 3 clusters Score -761571.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -761746.500000 Penalty: 3158.330566
	Iteration 13Q: 3 clusters Score -761746.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -761891.875000 Penalty: 3158.330566
	Iteration 14Q: 3 clusters Score -761891.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -762022.750000 Penalty: 3158.330566
	Iteration 15Q: 3 clusters Score -762022.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -762130.312500 Penalty: 3158.330566
	Iteration 16Q: 3 clusters Score -762130.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -762211.125000 Penalty: 3158.330566
	Iteration 17Q: 3 clusters Score -762211.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -762269.062500 Penalty: 3158.330566
	Iteration 18Q: 3 clusters Score -762269.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -762322.125000 Penalty: 3158.330566
	Iteration 19Q: 3 clusters Score -762322.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -762373.750000 Penalty: 3158.330566
	Iteration 20F: 3 clusters Score -762373.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -762413.062500 Penalty: 3158.330566
	Iteration 21Q: 3 clusters Score -762413.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -762443.375000 Penalty: 3158.330566
	Iteration 22Q: 3 clusters Score -762443.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -762476.875000 Penalty: 3158.330566
	Iteration 23Q: 3 clusters Score -762476.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -762507.562500 Penalty: 3158.330566
	Iteration 24Q: 3 clusters Score -762507.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -762555.812500 Penalty: 3158.330566
	Iteration 25Q: 3 clusters Score -762555.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -762602.062500 Penalty: 3158.330566
	Iteration 26Q: 3 clusters Score -762602.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -762655.937500 Penalty: 3158.330566
	Iteration 27Q: 3 clusters Score -762655.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -762709.312500 Penalty: 3158.330566
	Iteration 28Q: 3 clusters Score -762709.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -762766.437500 Penalty: 3158.330566
	Iteration 29Q: 3 clusters Score -762766.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -762818.250000 Penalty: 3158.330566
	Iteration 30Q: 3 clusters Score -762818.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -762871.437500 Penalty: 3158.330566
	Iteration 31Q: 3 clusters Score -762871.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -762931.937500 Penalty: 3158.330566
	Iteration 32Q: 3 clusters Score -762931.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -762995.750000 Penalty: 3158.330566
	Iteration 33Q: 3 clusters Score -762995.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -763053.625000 Penalty: 3158.330566
	Iteration 34Q: 3 clusters Score -763053.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -763092.437500 Penalty: 3158.330566
	Iteration 35Q: 3 clusters Score -763092.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -763132.875000 Penalty: 3158.330566
	Iteration 36Q: 3 clusters Score -763132.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -763173.125000 Penalty: 3158.330566
	Iteration 37Q: 3 clusters Score -763173.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -763205.687500 Penalty: 3158.330566
	Iteration 38Q: 3 clusters Score -763205.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -763240.187500 Penalty: 3158.330566
	Iteration 39Q: 3 clusters Score -763240.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -763277.312500 Penalty: 3158.330566
	Iteration 40F: 3 clusters Score -763277.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -763314.625000 Penalty: 3158.330566
	Iteration 41Q: 3 clusters Score -763314.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -763354.187500 Penalty: 3158.330566
	Iteration 42Q: 3 clusters Score -763354.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -763400.125000 Penalty: 3158.330566
	Iteration 43Q: 3 clusters Score -763400.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -763450.187500 Penalty: 3158.330566
	Iteration 44Q: 3 clusters Score -763450.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -763498.562500 Penalty: 3158.330566
	Iteration 45Q: 3 clusters Score -763498.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -763534.562500 Penalty: 3158.330566
	Iteration 46Q: 3 clusters Score -763534.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -763568.187500 Penalty: 3158.330566
	Iteration 47Q: 3 clusters Score -763568.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -763600.500000 Penalty: 3158.330566
	Iteration 48Q: 3 clusters Score -763600.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -763634.937500 Penalty: 3158.330566
	Iteration 49Q: 3 clusters Score -763634.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -763664.187500 Penalty: 3158.330566
	Iteration 50Q: 3 clusters Score -763664.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -763700.000000 Penalty: 3158.330566
	Iteration 51Q: 3 clusters Score -763700 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -763727.312500 Penalty: 3158.330566
	Iteration 52Q: 3 clusters Score -763727.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -763765.187500 Penalty: 3158.330566
	Iteration 53Q: 3 clusters Score -763765.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -763803.125000 Penalty: 3158.330566
	Iteration 54Q: 3 clusters Score -763803.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -763836.562500 Penalty: 3158.330566
	Iteration 55Q: 3 clusters Score -763836.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -763859.500000 Penalty: 3158.330566
	Iteration 56Q: 3 clusters Score -763859.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -763878.125000 Penalty: 3158.330566
	Iteration 57Q: 3 clusters Score -763878.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -763894.562500 Penalty: 3158.330566
	Iteration 58Q: 3 clusters Score -763894.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -763901.812500 Penalty: 3158.330566
	Iteration 59Q: 3 clusters Score -763901.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -763906.812500 Penalty: 3158.330566
	Iteration 60F: 3 clusters Score -763906.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -763915.187500 Penalty: 3158.330566
	Iteration 61Q: 3 clusters Score -763915.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -763918.625000 Penalty: 3158.330566
	Iteration 62Q: 3 clusters Score -763918.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -763924.250000 Penalty: 3158.330566
	Iteration 63Q: 3 clusters Score -763924.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -763929.812500 Penalty: 3158.330566
	Iteration 64Q: 3 clusters Score -763929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -763935.062500 Penalty: 3158.330566
	Iteration 65Q: 3 clusters Score -763935.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -763940.687500 Penalty: 3158.330566
	Iteration 66Q: 3 clusters Score -763940.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -763944.937500 Penalty: 3158.330566
	Iteration 67Q: 3 clusters Score -763944.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -763955.937500 Penalty: 3158.330566
	Iteration 68Q: 3 clusters Score -763955.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -763962.375000 Penalty: 3158.330566
	Iteration 69Q: 3 clusters Score -763962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -763963.750000 Penalty: 3158.330566
	Iteration 70Q: 3 clusters Score -763963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -763968.312500 Penalty: 3158.330566
	Iteration 71Q: 3 clusters Score -763968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -763971.187500 Penalty: 3158.330566
	Iteration 72Q: 3 clusters Score -763971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -763974.812500 Penalty: 3158.330566
	Iteration 73Q: 3 clusters Score -763974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -763976.937500 Penalty: 3158.330566
	Iteration 74Q: 3 clusters Score -763976.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -763977.375000 Penalty: 3158.330566
	Iteration 75Q: 3 clusters Score -763977.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -763977.437500 Penalty: 3158.330566
	Iteration 76Q: 3 clusters Score -763977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -763977.750000 Penalty: 3158.330566
	Iteration 77Q: 3 clusters Score -763977.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -763980.000000 Penalty: 3158.330566
	Iteration 78Q: 3 clusters Score -763980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -763980.375000 Penalty: 3158.330566
	Iteration 79Q: 3 clusters Score -763980.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -763981.000000 Penalty: 3158.330566
	Iteration 80F: 3 clusters Score -763981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -763982.562500 Penalty: 3158.330566
	Iteration 81Q: 3 clusters Score -763982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -763982.687500 Penalty: 3158.330566
	Iteration 82Q: 3 clusters Score -763982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -763984.937500 Penalty: 3158.330566
	Iteration 83Q: 3 clusters Score -763984.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -763985.625000 Penalty: 3158.330566
	Iteration 84Q: 3 clusters Score -763985.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -763986.937500 Penalty: 3158.330566
	Iteration 85Q: 3 clusters Score -763986.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -763989.125000 Penalty: 3158.330566
	Iteration 86Q: 3 clusters Score -763989.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -763989.937500 Penalty: 3158.330566
	Iteration 87Q: 3 clusters Score -763989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -763991.312500 Penalty: 3158.330566
	Iteration 88Q: 3 clusters Score -763991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -763991.500000 Penalty: 3158.330566
	Iteration 89Q: 3 clusters Score -763991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -763994.500000 Penalty: 3158.330566
	Iteration 90Q: 3 clusters Score -763994.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -763996.750000 Penalty: 3158.330566
	Iteration 91Q: 3 clusters Score -763996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -763998.562500 Penalty: 3158.330566
	Iteration 92Q: 3 clusters Score -763998.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -763998.375000 Penalty: 3158.330566
	Iteration 93Q: 3 clusters Score -763998.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -764000.062500 Penalty: 3158.330566
	Iteration 94Q: 3 clusters Score -764000.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -764000.062500 Penalty: 3158.330566
	Iteration 95F: 3 clusters Score -764000.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Entering Unmasked Estep 
Score: -97907.515625 Penalty: 1273.666626
	Iteration 0F: 2 clusters Score -97907.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -95490.257812 Penalty: 2547.333252
	Iteration 0F: 3 clusters Score -95490.26 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -96308.890625 Penalty: 2547.333252
	Iteration 1F: 3 clusters Score -96308.89 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -96789.062500 Penalty: 2547.333252
	Iteration 2F: 3 clusters Score -96789.06 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -97179.109375 Penalty: 2547.333252
	Iteration 3F: 3 clusters Score -97179.11 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -97501.187500 Penalty: 2547.333252
	Iteration 4F: 3 clusters Score -97501.19 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -97750.039062 Penalty: 2547.333252
	Iteration 5F: 3 clusters Score -97750.04 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -97950.945312 Penalty: 2547.333252
	Iteration 6F: 3 clusters Score -97950.95 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -98108.710938 Penalty: 2547.333252
	Iteration 7Q: 3 clusters Score -98108.71 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -98201.960938 Penalty: 2547.333252
	Iteration 8Q: 3 clusters Score -98201.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -98282.117188 Penalty: 2547.333252
	Iteration 9Q: 3 clusters Score -98282.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -98343.085938 Penalty: 2547.333252
	Iteration 10Q: 3 clusters Score -98343.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -98362.781250 Penalty: 2547.333252
	Iteration 11Q: 3 clusters Score -98362.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -98376.718750 Penalty: 2547.333252
	Iteration 12Q: 3 clusters Score -98376.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -98381.250000 Penalty: 2547.333252
	Iteration 13Q: 3 clusters Score -98381.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -98384.914062 Penalty: 2547.333252
	Iteration 14Q: 3 clusters Score -98384.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -98386.859375 Penalty: 2547.333252
	Iteration 15Q: 3 clusters Score -98386.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -98388.312500 Penalty: 2547.333252
	Iteration 16Q: 3 clusters Score -98388.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -98388.367188 Penalty: 2547.333252
	Iteration 17Q: 3 clusters Score -98388.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -98388.914062 Penalty: 2547.333252
	Iteration 18Q: 3 clusters Score -98388.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -98388.914062 Penalty: 2547.333252
	Iteration 19F: 3 clusters Score -98388.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36356 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 11 contains 1783 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5889 members 
Mstep: Class 15 contains 3388 members 
Mstep: Class 17 contains 377576 members 
Mstep: Class 18 contains 32586 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46986 members 
Mstep: Class 23 contains 9500 members 
Entering Unmasked Estep 
Score: -28198670.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28199066.000000 to -28198670.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -83068.562500 Penalty: 1216.665649
	Iteration 0F: 2 clusters Score -83068.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -81096.804688 Penalty: 2433.331299
	Iteration 0F: 3 clusters Score -81096.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -81494.562500 Penalty: 2433.331299
	Iteration 1F: 3 clusters Score -81494.56 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -81586.468750 Penalty: 2433.331299
	Iteration 2F: 3 clusters Score -81586.47 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -81642.632812 Penalty: 2433.331299
	Iteration 3Q: 3 clusters Score -81642.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -81668.625000 Penalty: 2433.331299
	Iteration 4Q: 3 clusters Score -81668.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -81686.632812 Penalty: 2433.331299
	Iteration 5Q: 3 clusters Score -81686.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -81706.007812 Penalty: 2433.331299
	Iteration 6Q: 3 clusters Score -81706.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -81726.531250 Penalty: 2433.331299
	Iteration 7Q: 3 clusters Score -81726.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -81749.453125 Penalty: 2433.331299
	Iteration 8Q: 3 clusters Score -81749.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -81770.695312 Penalty: 2433.331299
	Iteration 9Q: 3 clusters Score -81770.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -81791.898438 Penalty: 2433.331299
	Iteration 10Q: 3 clusters Score -81791.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -81809.593750 Penalty: 2433.331299
	Iteration 11Q: 3 clusters Score -81809.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -81825.492188 Penalty: 2433.331299
	Iteration 12Q: 3 clusters Score -81825.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -81837.687500 Penalty: 2433.331299
	Iteration 13Q: 3 clusters Score -81837.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -81852.742188 Penalty: 2433.331299
	Iteration 14Q: 3 clusters Score -81852.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -81869.304688 Penalty: 2433.331299
	Iteration 15Q: 3 clusters Score -81869.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -81877.328125 Penalty: 2433.331299
	Iteration 16Q: 3 clusters Score -81877.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -81885.695312 Penalty: 2433.331299
	Iteration 17Q: 3 clusters Score -81885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -81893.460938 Penalty: 2433.331299
	Iteration 18Q: 3 clusters Score -81893.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -81900.765625 Penalty: 2433.331299
	Iteration 19Q: 3 clusters Score -81900.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -81904.625000 Penalty: 2433.331299
	Iteration 20F: 3 clusters Score -81904.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -81910.570312 Penalty: 2433.331299
	Iteration 21Q: 3 clusters Score -81910.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -81913.867188 Penalty: 2433.331299
	Iteration 22Q: 3 clusters Score -81913.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -81913.867188 Penalty: 2433.331299
	Iteration 23F: 3 clusters Score -81913.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -48834.218750 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -48834.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -47419.746094 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -47419.75 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -47700.929688 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -47700.93 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -47794.925781 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -47794.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -47846.488281 Penalty: 2248.254395
	Iteration 3Q: 3 clusters Score -47846.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -47875.789062 Penalty: 2248.254395
	Iteration 4Q: 3 clusters Score -47875.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -47893.269531 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -47893.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -47907.496094 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -47907.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -47914.105469 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -47914.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -47920.843750 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -47920.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -47926.738281 Penalty: 2248.254395
	Iteration 9Q: 3 clusters Score -47926.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -47931.644531 Penalty: 2248.254395
	Iteration 10Q: 3 clusters Score -47931.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -47939.222656 Penalty: 2248.254395
	Iteration 11Q: 3 clusters Score -47939.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -47954.183594 Penalty: 2248.254395
	Iteration 12Q: 3 clusters Score -47954.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -47974.457031 Penalty: 2248.254395
	Iteration 13Q: 3 clusters Score -47974.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -48001.238281 Penalty: 2248.254395
	Iteration 14Q: 3 clusters Score -48001.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -48022.664062 Penalty: 2248.254395
	Iteration 15Q: 3 clusters Score -48022.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -48033.527344 Penalty: 2248.254395
	Iteration 16Q: 3 clusters Score -48033.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -48044.828125 Penalty: 2248.254395
	Iteration 17Q: 3 clusters Score -48044.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -48054.421875 Penalty: 2248.254395
	Iteration 18Q: 3 clusters Score -48054.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -48064.605469 Penalty: 2248.254395
	Iteration 19Q: 3 clusters Score -48064.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -48073.695312 Penalty: 2248.254395
	Iteration 20F: 3 clusters Score -48073.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -48089.171875 Penalty: 2248.254395
	Iteration 21Q: 3 clusters Score -48089.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -48103.753906 Penalty: 2248.254395
	Iteration 22Q: 3 clusters Score -48103.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -48113.988281 Penalty: 2248.254395
	Iteration 23Q: 3 clusters Score -48113.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -48122.894531 Penalty: 2248.254395
	Iteration 24Q: 3 clusters Score -48122.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -48130.488281 Penalty: 2248.254395
	Iteration 25Q: 3 clusters Score -48130.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -48140.222656 Penalty: 2248.254395
	Iteration 26Q: 3 clusters Score -48140.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -48172.460938 Penalty: 2248.254395
	Iteration 27Q: 3 clusters Score -48172.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -48198.343750 Penalty: 2248.254395
	Iteration 28Q: 3 clusters Score -48198.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -48240.925781 Penalty: 2248.254395
	Iteration 29Q: 3 clusters Score -48240.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -48269.476562 Penalty: 2248.254395
	Iteration 30Q: 3 clusters Score -48269.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -48282.476562 Penalty: 2248.254395
	Iteration 31Q: 3 clusters Score -48282.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -48294.578125 Penalty: 2248.254395
	Iteration 32Q: 3 clusters Score -48294.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -48306.285156 Penalty: 2248.254395
	Iteration 33Q: 3 clusters Score -48306.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -48312.585938 Penalty: 2248.254395
	Iteration 34Q: 3 clusters Score -48312.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -48319.664062 Penalty: 2248.254395
	Iteration 35Q: 3 clusters Score -48319.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -48327.714844 Penalty: 2248.254395
	Iteration 36Q: 3 clusters Score -48327.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -48331.304688 Penalty: 2248.254395
	Iteration 37Q: 3 clusters Score -48331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -48332.523438 Penalty: 2248.254395
	Iteration 38Q: 3 clusters Score -48332.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -48332.523438 Penalty: 2248.254395
	Iteration 39F: 3 clusters Score -48332.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Entering Unmasked Estep 
Score: -452038.156250 Penalty: 1487.882690
	Iteration 0F: 2 clusters Score -452038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -445265.781250 Penalty: 2975.765381
	Iteration 0F: 3 clusters Score -445265.8 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -447401.468750 Penalty: 2975.765381
	Iteration 1F: 3 clusters Score -447401.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -447707.062500 Penalty: 2975.765381
	Iteration 2F: 3 clusters Score -447707.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -447984.593750 Penalty: 2975.765381
	Iteration 3F: 3 clusters Score -447984.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -448303.687500 Penalty: 2975.765381
	Iteration 4F: 3 clusters Score -448303.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -448600.531250 Penalty: 2975.765381
	Iteration 5F: 3 clusters Score -448600.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -448844.281250 Penalty: 2975.765381
	Iteration 6Q: 3 clusters Score -448844.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -449047.750000 Penalty: 2975.765381
	Iteration 7Q: 3 clusters Score -449047.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -449219.968750 Penalty: 2975.765381
	Iteration 8Q: 3 clusters Score -449220 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -449357.156250 Penalty: 2975.765381
	Iteration 9Q: 3 clusters Score -449357.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -449454.625000 Penalty: 2975.765381
	Iteration 10Q: 3 clusters Score -449454.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -449529.093750 Penalty: 2975.765381
	Iteration 11Q: 3 clusters Score -449529.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -449594.812500 Penalty: 2975.765381
	Iteration 12Q: 3 clusters Score -449594.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -449645.000000 Penalty: 2975.765381
	Iteration 13Q: 3 clusters Score -449645 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -449691.531250 Penalty: 2975.765381
	Iteration 14Q: 3 clusters Score -449691.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -449728.968750 Penalty: 2975.765381
	Iteration 15Q: 3 clusters Score -449729 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -449754.531250 Penalty: 2975.765381
	Iteration 16Q: 3 clusters Score -449754.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -449775.250000 Penalty: 2975.765381
	Iteration 17Q: 3 clusters Score -449775.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -449794.281250 Penalty: 2975.765381
	Iteration 18Q: 3 clusters Score -449794.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -449807.000000 Penalty: 2975.765381
	Iteration 19Q: 3 clusters Score -449807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -449818.437500 Penalty: 2975.765381
	Iteration 20F: 3 clusters Score -449818.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -449827.468750 Penalty: 2975.765381
	Iteration 21Q: 3 clusters Score -449827.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -449834.312500 Penalty: 2975.765381
	Iteration 22Q: 3 clusters Score -449834.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -449845.468750 Penalty: 2975.765381
	Iteration 23Q: 3 clusters Score -449845.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -449852.312500 Penalty: 2975.765381
	Iteration 24Q: 3 clusters Score -449852.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -449859.062500 Penalty: 2975.765381
	Iteration 25Q: 3 clusters Score -449859.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -449864.093750 Penalty: 2975.765381
	Iteration 26Q: 3 clusters Score -449864.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -449870.437500 Penalty: 2975.765381
	Iteration 27Q: 3 clusters Score -449870.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -449875.062500 Penalty: 2975.765381
	Iteration 28Q: 3 clusters Score -449875.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -449878.875000 Penalty: 2975.765381
	Iteration 29Q: 3 clusters Score -449878.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -449881.531250 Penalty: 2975.765381
	Iteration 30Q: 3 clusters Score -449881.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -449883.031250 Penalty: 2975.765381
	Iteration 31Q: 3 clusters Score -449883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -449884.468750 Penalty: 2975.765381
	Iteration 32Q: 3 clusters Score -449884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -449885.000000 Penalty: 2975.765381
	Iteration 33Q: 3 clusters Score -449885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -449886.843750 Penalty: 2975.765381
	Iteration 34Q: 3 clusters Score -449886.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -449887.625000 Penalty: 2975.765381
	Iteration 35Q: 3 clusters Score -449887.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -449890.687500 Penalty: 2975.765381
	Iteration 36Q: 3 clusters Score -449890.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -449892.437500 Penalty: 2975.765381
	Iteration 37Q: 3 clusters Score -449892.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -449895.437500 Penalty: 2975.765381
	Iteration 38Q: 3 clusters Score -449895.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -449896.500000 Penalty: 2975.765381
	Iteration 39Q: 3 clusters Score -449896.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -449899.125000 Penalty: 2975.765381
	Iteration 40F: 3 clusters Score -449899.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -449902.531250 Penalty: 2975.765381
	Iteration 41Q: 3 clusters Score -449902.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -449907.531250 Penalty: 2975.765381
	Iteration 42Q: 3 clusters Score -449907.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -449911.500000 Penalty: 2975.765381
	Iteration 43Q: 3 clusters Score -449911.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -449914.906250 Penalty: 2975.765381
	Iteration 44Q: 3 clusters Score -449914.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -449919.343750 Penalty: 2975.765381
	Iteration 45Q: 3 clusters Score -449919.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -449922.062500 Penalty: 2975.765381
	Iteration 46Q: 3 clusters Score -449922.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -449926.250000 Penalty: 2975.765381
	Iteration 47Q: 3 clusters Score -449926.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -449929.437500 Penalty: 2975.765381
	Iteration 48Q: 3 clusters Score -449929.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -449932.593750 Penalty: 2975.765381
	Iteration 49Q: 3 clusters Score -449932.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -449935.562500 Penalty: 2975.765381
	Iteration 50Q: 3 clusters Score -449935.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -449938.968750 Penalty: 2975.765381
	Iteration 51Q: 3 clusters Score -449939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -449942.781250 Penalty: 2975.765381
	Iteration 52Q: 3 clusters Score -449942.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -449946.375000 Penalty: 2975.765381
	Iteration 53Q: 3 clusters Score -449946.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -449949.062500 Penalty: 2975.765381
	Iteration 54Q: 3 clusters Score -449949.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -449950.250000 Penalty: 2975.765381
	Iteration 55Q: 3 clusters Score -449950.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -449950.937500 Penalty: 2975.765381
	Iteration 56Q: 3 clusters Score -449950.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -449953.656250 Penalty: 2975.765381
	Iteration 57Q: 3 clusters Score -449953.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -449954.687500 Penalty: 2975.765381
	Iteration 58Q: 3 clusters Score -449954.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -449955.125000 Penalty: 2975.765381
	Iteration 59Q: 3 clusters Score -449955.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -449955.500000 Penalty: 2975.765381
	Iteration 60F: 3 clusters Score -449955.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -449956.812500 Penalty: 2975.765381
	Iteration 61Q: 3 clusters Score -449956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -449957.406250 Penalty: 2975.765381
	Iteration 62Q: 3 clusters Score -449957.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -449959.000000 Penalty: 2975.765381
	Iteration 63Q: 3 clusters Score -449959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -449959.250000 Penalty: 2975.765381
	Iteration 64Q: 3 clusters Score -449959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -449958.937500 Penalty: 2975.765381
	Iteration 65Q: 3 clusters Score -449958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -449958.812500 Penalty: 2975.765381
	Iteration 66Q: 3 clusters Score -449958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -449959.406250 Penalty: 2975.765381
	Iteration 67Q: 3 clusters Score -449959.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -449959.031250 Penalty: 2975.765381
	Iteration 68Q: 3 clusters Score -449959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -449959.281250 Penalty: 2975.765381
	Iteration 69Q: 3 clusters Score -449959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -449959.531250 Penalty: 2975.765381
	Iteration 70Q: 3 clusters Score -449959.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -449959.843750 Penalty: 2975.765381
	Iteration 71Q: 3 clusters Score -449959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -449960.281250 Penalty: 2975.765381
	Iteration 72Q: 3 clusters Score -449960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -449960.156250 Penalty: 2975.765381
	Iteration 73Q: 3 clusters Score -449960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -449960.968750 Penalty: 2975.765381
	Iteration 74Q: 3 clusters Score -449961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -449961.093750 Penalty: 2975.765381
	Iteration 75Q: 3 clusters Score -449961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -449962.656250 Penalty: 2975.765381
	Iteration 76Q: 3 clusters Score -449962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -449962.656250 Penalty: 2975.765381
	Iteration 77F: 3 clusters Score -449962.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Entering Unmasked Estep 
Score: -575566.937500 Penalty: 1531.766968
	Iteration 0F: 2 clusters Score -575566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -566947.437500 Penalty: 3063.533936
	Iteration 0F: 3 clusters Score -566947.4 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -570033.187500 Penalty: 3063.533936
	Iteration 1F: 3 clusters Score -570033.2 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -570542.562500 Penalty: 3063.533936
	Iteration 2F: 3 clusters Score -570542.6 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -570971.250000 Penalty: 3063.533936
	Iteration 3F: 3 clusters Score -570971.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -571286.375000 Penalty: 3063.533936
	Iteration 4F: 3 clusters Score -571286.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -571584.062500 Penalty: 3063.533936
	Iteration 5Q: 3 clusters Score -571584.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -571853.312500 Penalty: 3063.533936
	Iteration 6Q: 3 clusters Score -571853.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -572078.437500 Penalty: 3063.533936
	Iteration 7Q: 3 clusters Score -572078.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -572282.812500 Penalty: 3063.533936
	Iteration 8Q: 3 clusters Score -572282.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -572493.812500 Penalty: 3063.533936
	Iteration 9Q: 3 clusters Score -572493.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -572678.687500 Penalty: 3063.533936
	Iteration 10Q: 3 clusters Score -572678.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -572843.875000 Penalty: 3063.533936
	Iteration 11Q: 3 clusters Score -572843.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -572975.437500 Penalty: 3063.533936
	Iteration 12Q: 3 clusters Score -572975.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -573079.062500 Penalty: 3063.533936
	Iteration 13Q: 3 clusters Score -573079.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -573162.687500 Penalty: 3063.533936
	Iteration 14Q: 3 clusters Score -573162.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -573229.312500 Penalty: 3063.533936
	Iteration 15Q: 3 clusters Score -573229.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -573294.062500 Penalty: 3063.533936
	Iteration 16Q: 3 clusters Score -573294.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -573361.750000 Penalty: 3063.533936
	Iteration 17Q: 3 clusters Score -573361.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -573416.625000 Penalty: 3063.533936
	Iteration 18Q: 3 clusters Score -573416.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -573467.187500 Penalty: 3063.533936
	Iteration 19Q: 3 clusters Score -573467.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -573520.937500 Penalty: 3063.533936
	Iteration 20F: 3 clusters Score -573520.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -573565.500000 Penalty: 3063.533936
	Iteration 21Q: 3 clusters Score -573565.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -573621.062500 Penalty: 3063.533936
	Iteration 22Q: 3 clusters Score -573621.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -573670.750000 Penalty: 3063.533936
	Iteration 23Q: 3 clusters Score -573670.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -573710.062500 Penalty: 3063.533936
	Iteration 24Q: 3 clusters Score -573710.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -573747.375000 Penalty: 3063.533936
	Iteration 25Q: 3 clusters Score -573747.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -573785.562500 Penalty: 3063.533936
	Iteration 26Q: 3 clusters Score -573785.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -573813.875000 Penalty: 3063.533936
	Iteration 27Q: 3 clusters Score -573813.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -573839.312500 Penalty: 3063.533936
	Iteration 28Q: 3 clusters Score -573839.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -573859.625000 Penalty: 3063.533936
	Iteration 29Q: 3 clusters Score -573859.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -573872.125000 Penalty: 3063.533936
	Iteration 30Q: 3 clusters Score -573872.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -573887.875000 Penalty: 3063.533936
	Iteration 31Q: 3 clusters Score -573887.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -573899.437500 Penalty: 3063.533936
	Iteration 32Q: 3 clusters Score -573899.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -573910.250000 Penalty: 3063.533936
	Iteration 33Q: 3 clusters Score -573910.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -573920.687500 Penalty: 3063.533936
	Iteration 34Q: 3 clusters Score -573920.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -573936.187500 Penalty: 3063.533936
	Iteration 35Q: 3 clusters Score -573936.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -573948.625000 Penalty: 3063.533936
	Iteration 36Q: 3 clusters Score -573948.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -573964.625000 Penalty: 3063.533936
	Iteration 37Q: 3 clusters Score -573964.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -573977.875000 Penalty: 3063.533936
	Iteration 38Q: 3 clusters Score -573977.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -573987.937500 Penalty: 3063.533936
	Iteration 39Q: 3 clusters Score -573987.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -574000.250000 Penalty: 3063.533936
	Iteration 40F: 3 clusters Score -574000.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -574007.875000 Penalty: 3063.533936
	Iteration 41Q: 3 clusters Score -574007.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -574018.687500 Penalty: 3063.533936
	Iteration 42Q: 3 clusters Score -574018.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -574032.562500 Penalty: 3063.533936
	Iteration 43Q: 3 clusters Score -574032.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -574048.437500 Penalty: 3063.533936
	Iteration 44Q: 3 clusters Score -574048.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -574074.750000 Penalty: 3063.533936
	Iteration 45Q: 3 clusters Score -574074.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -574115.000000 Penalty: 3063.533936
	Iteration 46Q: 3 clusters Score -574115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -574155.500000 Penalty: 3063.533936
	Iteration 47Q: 3 clusters Score -574155.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -574198.187500 Penalty: 3063.533936
	Iteration 48Q: 3 clusters Score -574198.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -574253.562500 Penalty: 3063.533936
	Iteration 49Q: 3 clusters Score -574253.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -574300.625000 Penalty: 3063.533936
	Iteration 50Q: 3 clusters Score -574300.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -574332.500000 Penalty: 3063.533936
	Iteration 51Q: 3 clusters Score -574332.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -574348.875000 Penalty: 3063.533936
	Iteration 52Q: 3 clusters Score -574348.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -574358.750000 Penalty: 3063.533936
	Iteration 53Q: 3 clusters Score -574358.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -574365.187500 Penalty: 3063.533936
	Iteration 54Q: 3 clusters Score -574365.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -574372.062500 Penalty: 3063.533936
	Iteration 55Q: 3 clusters Score -574372.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -574377.062500 Penalty: 3063.533936
	Iteration 56Q: 3 clusters Score -574377.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -574380.625000 Penalty: 3063.533936
	Iteration 57Q: 3 clusters Score -574380.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -574380.875000 Penalty: 3063.533936
	Iteration 58Q: 3 clusters Score -574380.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -574385.375000 Penalty: 3063.533936
	Iteration 59Q: 3 clusters Score -574385.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -574384.750000 Penalty: 3063.533936
	Iteration 60F: 3 clusters Score -574384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -574385.437500 Penalty: 3063.533936
	Iteration 61Q: 3 clusters Score -574385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -574386.250000 Penalty: 3063.533936
	Iteration 62Q: 3 clusters Score -574386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -574386.000000 Penalty: 3063.533936
	Iteration 63Q: 3 clusters Score -574386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -574386.500000 Penalty: 3063.533936
	Iteration 64Q: 3 clusters Score -574386.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -574388.062500 Penalty: 3063.533936
	Iteration 65Q: 3 clusters Score -574388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -574390.187500 Penalty: 3063.533936
	Iteration 66Q: 3 clusters Score -574390.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -574388.375000 Penalty: 3063.533936
	Iteration 67Q: 3 clusters Score -574388.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -574389.125000 Penalty: 3063.533936
	Iteration 68Q: 3 clusters Score -574389.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -574390.187500 Penalty: 3063.533936
	Iteration 69Q: 3 clusters Score -574390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -574391.875000 Penalty: 3063.533936
	Iteration 70Q: 3 clusters Score -574391.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -574391.562500 Penalty: 3063.533936
	Iteration 71Q: 3 clusters Score -574391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -574392.937500 Penalty: 3063.533936
	Iteration 72Q: 3 clusters Score -574392.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -574394.687500 Penalty: 3063.533936
	Iteration 73Q: 3 clusters Score -574394.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -574395.500000 Penalty: 3063.533936
	Iteration 74Q: 3 clusters Score -574395.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -574395.187500 Penalty: 3063.533936
	Iteration 75Q: 3 clusters Score -574395.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -574396.562500 Penalty: 3063.533936
	Iteration 76Q: 3 clusters Score -574396.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -574396.437500 Penalty: 3063.533936
	Iteration 77Q: 3 clusters Score -574396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -574396.687500 Penalty: 3063.533936
	Iteration 78Q: 3 clusters Score -574396.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -574396.687500 Penalty: 3063.533936
	Iteration 79F: 3 clusters Score -574396.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Entering Unmasked Estep 
Score: -274846.843750 Penalty: 1410.636719
	Iteration 0F: 2 clusters Score -274846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -270330.875000 Penalty: 2821.273438
	Iteration 0F: 3 clusters Score -270330.9 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -271754.062500 Penalty: 2821.273438
	Iteration 1F: 3 clusters Score -271754.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -272125.812500 Penalty: 2821.273438
	Iteration 2F: 3 clusters Score -272125.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -272477.093750 Penalty: 2821.273438
	Iteration 3F: 3 clusters Score -272477.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -272816.187500 Penalty: 2821.273438
	Iteration 4F: 3 clusters Score -272816.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -273134.281250 Penalty: 2821.273438
	Iteration 5F: 3 clusters Score -273134.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -273392.562500 Penalty: 2821.273438
	Iteration 6F: 3 clusters Score -273392.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -273587.250000 Penalty: 2821.273438
	Iteration 7Q: 3 clusters Score -273587.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -273713.875000 Penalty: 2821.273438
	Iteration 8Q: 3 clusters Score -273713.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -273814.625000 Penalty: 2821.273438
	Iteration 9Q: 3 clusters Score -273814.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -273883.500000 Penalty: 2821.273438
	Iteration 10Q: 3 clusters Score -273883.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -273930.125000 Penalty: 2821.273438
	Iteration 11Q: 3 clusters Score -273930.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -273962.812500 Penalty: 2821.273438
	Iteration 12Q: 3 clusters Score -273962.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -274007.093750 Penalty: 2821.273438
	Iteration 13Q: 3 clusters Score -274007.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -274042.656250 Penalty: 2821.273438
	Iteration 14Q: 3 clusters Score -274042.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -274070.906250 Penalty: 2821.273438
	Iteration 15Q: 3 clusters Score -274070.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -274093.843750 Penalty: 2821.273438
	Iteration 16Q: 3 clusters Score -274093.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -274106.656250 Penalty: 2821.273438
	Iteration 17Q: 3 clusters Score -274106.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -274119.687500 Penalty: 2821.273438
	Iteration 18Q: 3 clusters Score -274119.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -274133.156250 Penalty: 2821.273438
	Iteration 19Q: 3 clusters Score -274133.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -274147.656250 Penalty: 2821.273438
	Iteration 20F: 3 clusters Score -274147.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -274155.343750 Penalty: 2821.273438
	Iteration 21Q: 3 clusters Score -274155.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -274161.187500 Penalty: 2821.273438
	Iteration 22Q: 3 clusters Score -274161.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -274166.562500 Penalty: 2821.273438
	Iteration 23Q: 3 clusters Score -274166.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -274169.531250 Penalty: 2821.273438
	Iteration 24Q: 3 clusters Score -274169.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -274172.156250 Penalty: 2821.273438
	Iteration 25Q: 3 clusters Score -274172.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -274174.031250 Penalty: 2821.273438
	Iteration 26Q: 3 clusters Score -274174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -274177.593750 Penalty: 2821.273438
	Iteration 27Q: 3 clusters Score -274177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -274179.500000 Penalty: 2821.273438
	Iteration 28Q: 3 clusters Score -274179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -274180.156250 Penalty: 2821.273438
	Iteration 29Q: 3 clusters Score -274180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -274180.687500 Penalty: 2821.273438
	Iteration 30Q: 3 clusters Score -274180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -274182.062500 Penalty: 2821.273438
	Iteration 31Q: 3 clusters Score -274182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -274182.656250 Penalty: 2821.273438
	Iteration 32Q: 3 clusters Score -274182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -274183.531250 Penalty: 2821.273438
	Iteration 33Q: 3 clusters Score -274183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -274184.312500 Penalty: 2821.273438
	Iteration 34Q: 3 clusters Score -274184.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -274184.312500 Penalty: 2821.273438
	Iteration 35F: 3 clusters Score -274184.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -169209.984375 Penalty: 1320.799316
	Iteration 0F: 2 clusters Score -169210 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 1645 members 
Entering Unmasked Estep 
Score: -166268.968750 Penalty: 2641.598633
	Iteration 0F: 3 clusters Score -166269 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -166945.546875 Penalty: 2641.598633
	Iteration 1F: 3 clusters Score -166945.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -167100.640625 Penalty: 2641.598633
	Iteration 2F: 3 clusters Score -167100.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -167232.171875 Penalty: 2641.598633
	Iteration 3F: 3 clusters Score -167232.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -167360.109375 Penalty: 2641.598633
	Iteration 4F: 3 clusters Score -167360.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -167458.109375 Penalty: 2641.598633
	Iteration 5Q: 3 clusters Score -167458.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -167550.984375 Penalty: 2641.598633
	Iteration 6Q: 3 clusters Score -167551 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -167619.265625 Penalty: 2641.598633
	Iteration 7Q: 3 clusters Score -167619.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -167679.671875 Penalty: 2641.598633
	Iteration 8Q: 3 clusters Score -167679.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -167751.765625 Penalty: 2641.598633
	Iteration 9Q: 3 clusters Score -167751.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -167830.046875 Penalty: 2641.598633
	Iteration 10Q: 3 clusters Score -167830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -167898.453125 Penalty: 2641.598633
	Iteration 11Q: 3 clusters Score -167898.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -167951.187500 Penalty: 2641.598633
	Iteration 12Q: 3 clusters Score -167951.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -167987.500000 Penalty: 2641.598633
	Iteration 13Q: 3 clusters Score -167987.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -168010.187500 Penalty: 2641.598633
	Iteration 14Q: 3 clusters Score -168010.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -168029.312500 Penalty: 2641.598633
	Iteration 15Q: 3 clusters Score -168029.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -168048.734375 Penalty: 2641.598633
	Iteration 16Q: 3 clusters Score -168048.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -168067.078125 Penalty: 2641.598633
	Iteration 17Q: 3 clusters Score -168067.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -168080.406250 Penalty: 2641.598633
	Iteration 18Q: 3 clusters Score -168080.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -168090.203125 Penalty: 2641.598633
	Iteration 19Q: 3 clusters Score -168090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -168093.921875 Penalty: 2641.598633
	Iteration 20F: 3 clusters Score -168093.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -168101.843750 Penalty: 2641.598633
	Iteration 21Q: 3 clusters Score -168101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -168105.140625 Penalty: 2641.598633
	Iteration 22Q: 3 clusters Score -168105.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -168110.421875 Penalty: 2641.598633
	Iteration 23Q: 3 clusters Score -168110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -168115.531250 Penalty: 2641.598633
	Iteration 24Q: 3 clusters Score -168115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -168116.343750 Penalty: 2641.598633
	Iteration 25Q: 3 clusters Score -168116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -168117.500000 Penalty: 2641.598633
	Iteration 26Q: 3 clusters Score -168117.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -168119.171875 Penalty: 2641.598633
	Iteration 27Q: 3 clusters Score -168119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -168122.250000 Penalty: 2641.598633
	Iteration 28Q: 3 clusters Score -168122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -168123.843750 Penalty: 2641.598633
	Iteration 29Q: 3 clusters Score -168123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -168124.375000 Penalty: 2641.598633
	Iteration 30Q: 3 clusters Score -168124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -168125.421875 Penalty: 2641.598633
	Iteration 31Q: 3 clusters Score -168125.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -168125.828125 Penalty: 2641.598633
	Iteration 32Q: 3 clusters Score -168125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -168127.140625 Penalty: 2641.598633
	Iteration 33Q: 3 clusters Score -168127.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -168127.718750 Penalty: 2641.598633
	Iteration 34Q: 3 clusters Score -168127.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -168128.031250 Penalty: 2641.598633
	Iteration 35Q: 3 clusters Score -168128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -168128.031250 Penalty: 2641.598633
	Iteration 36F: 3 clusters Score -168128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (377576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377576 members 
Entering Unmasked Estep 
Score: -18829396.000000 Penalty: 2086.748047
	Iteration 0F: 2 clusters Score -1.88294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189066 members 
Mstep: Class 2 contains 188510 members 
Entering Unmasked Estep 
Score: -18573874.000000 Penalty: 4173.496094
	Iteration 0F: 3 clusters Score -1.857387e+07 nChanged 184565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199227 members 
Mstep: Class 2 contains 178349 members 
Entering Unmasked Estep 
Score: -18684406.000000 Penalty: 4173.496094
	Iteration 1F: 3 clusters Score -1.868441e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205712 members 
Mstep: Class 2 contains 171864 members 
Entering Unmasked Estep 
Score: -18686414.000000 Penalty: 4173.496094
	Iteration 2Q: 3 clusters Score -1.868641e+07 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216054 members 
Mstep: Class 2 contains 161522 members 
Entering Unmasked Estep 
Score: -18690204.000000 Penalty: 4173.496094
	Iteration 3Q: 3 clusters Score -1.86902e+07 nChanged 17880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232714 members 
Mstep: Class 2 contains 144862 members 
Entering Unmasked Estep 
Score: -18698058.000000 Penalty: 4173.496094
	Iteration 4Q: 3 clusters Score -1.869806e+07 nChanged 25668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257562 members 
Mstep: Class 2 contains 120014 members 
Entering Unmasked Estep 
Score: -18713916.000000 Penalty: 4173.496094
	Iteration 5F: 3 clusters Score -1.871392e+07 nChanged 33482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290550 members 
Mstep: Class 2 contains 87026 members 
Entering Unmasked Estep 
Score: -18741482.000000 Penalty: 4173.496094
	Iteration 6F: 3 clusters Score -1.874148e+07 nChanged 35746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326084 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -18776538.000000 Penalty: 4173.496094
	Iteration 7F: 3 clusters Score -1.877654e+07 nChanged 27563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353593 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -18804646.000000 Penalty: 4173.496094
	Iteration 8F: 3 clusters Score -1.880465e+07 nChanged 14872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368465 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -18819638.000000 Penalty: 4173.496094
	Iteration 9Q: 3 clusters Score -1.881964e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374292 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -18825240.000000 Penalty: 4173.496094
	Iteration 10Q: 3 clusters Score -1.882524e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376126 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -18826742.000000 Penalty: 4173.496094
	Iteration 11Q: 3 clusters Score -1.882674e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376763 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -18827204.000000 Penalty: 4173.496094
	Iteration 12Q: 3 clusters Score -1.88272e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376994 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -18827414.000000 Penalty: 4173.496094
	Iteration 13Q: 3 clusters Score -1.882741e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377111 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -18827498.000000 Penalty: 4173.496094
	Iteration 14Q: 3 clusters Score -1.88275e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377160 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -18827548.000000 Penalty: 4173.496094
	Iteration 15Q: 3 clusters Score -1.882755e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377179 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -18827552.000000 Penalty: 4173.496094
	Iteration 16Q: 3 clusters Score -1.882755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377193 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -18827564.000000 Penalty: 4173.496094
	Iteration 17Q: 3 clusters Score -1.882756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377202 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -18827578.000000 Penalty: 4173.496094
	Iteration 18Q: 3 clusters Score -1.882758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377212 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -18827588.000000 Penalty: 4173.496094
	Iteration 19Q: 3 clusters Score -1.882759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377216 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -18827590.000000 Penalty: 4173.496094
	Iteration 20F: 3 clusters Score -1.882759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377218 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -18827584.000000 Penalty: 4173.496094
	Iteration 21Q: 3 clusters Score -1.882758e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18827604.000000 Penalty: 4173.496094
	Iteration 22Q: 3 clusters Score -1.88276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377233 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -18827610.000000 Penalty: 4173.496094
	Iteration 23Q: 3 clusters Score -1.882761e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377231 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18827624.000000 Penalty: 4173.496094
	Iteration 24Q: 3 clusters Score -1.882762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377232 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -18827638.000000 Penalty: 4173.496094
	Iteration 25Q: 3 clusters Score -1.882764e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18827630.000000 Penalty: 4173.496094
	Iteration 26Q: 3 clusters Score -1.882763e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377231 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -18827628.000000 Penalty: 4173.496094
	Iteration 27Q: 3 clusters Score -1.882763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18827636.000000 Penalty: 4173.496094
	Iteration 28Q: 3 clusters Score -1.882764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -18827652.000000 Penalty: 4173.496094
	Iteration 29Q: 3 clusters Score -1.882765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377228 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -18827648.000000 Penalty: 4173.496094
	Iteration 30Q: 3 clusters Score -1.882765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377227 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -18827642.000000 Penalty: 4173.496094
	Iteration 31Q: 3 clusters Score -1.882764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377228 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -18827650.000000 Penalty: 4173.496094
	Iteration 32Q: 3 clusters Score -1.882765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377226 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18827654.000000 Penalty: 4173.496094
	Iteration 33Q: 3 clusters Score -1.882765e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377226 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -18827654.000000 Penalty: 4173.496094
	Iteration 34F: 3 clusters Score -1.882765e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Entering Unmasked Estep 
Score: -1661974.875000 Penalty: 1688.641113
	Iteration 0F: 2 clusters Score -1661975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -1640101.375000 Penalty: 3377.282227
	Iteration 0F: 3 clusters Score -1640101 nChanged 15007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -1648459.750000 Penalty: 3377.282227
	Iteration 1F: 3 clusters Score -1648460 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -1649074.500000 Penalty: 3377.282227
	Iteration 2Q: 3 clusters Score -1649074 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -1649908.000000 Penalty: 3377.282227
	Iteration 3F: 3 clusters Score -1649908 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -1651048.750000 Penalty: 3377.282227
	Iteration 4F: 3 clusters Score -1651049 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -1652565.500000 Penalty: 3377.282227
	Iteration 5F: 3 clusters Score -1652566 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -1654307.125000 Penalty: 3377.282227
	Iteration 6F: 3 clusters Score -1654307 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -1655974.625000 Penalty: 3377.282227
	Iteration 7F: 3 clusters Score -1655975 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -1657294.875000 Penalty: 3377.282227
	Iteration 8Q: 3 clusters Score -1657295 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -1658299.625000 Penalty: 3377.282227
	Iteration 9Q: 3 clusters Score -1658300 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -1659029.875000 Penalty: 3377.282227
	Iteration 10Q: 3 clusters Score -1659030 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -1659562.250000 Penalty: 3377.282227
	Iteration 11Q: 3 clusters Score -1659562 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -1659877.500000 Penalty: 3377.282227
	Iteration 12Q: 3 clusters Score -1659878 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -1660087.500000 Penalty: 3377.282227
	Iteration 13Q: 3 clusters Score -1660088 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -1660191.125000 Penalty: 3377.282227
	Iteration 14Q: 3 clusters Score -1660191 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -1660252.375000 Penalty: 3377.282227
	Iteration 15Q: 3 clusters Score -1660252 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -1660289.500000 Penalty: 3377.282227
	Iteration 16Q: 3 clusters Score -1660290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -1660328.125000 Penalty: 3377.282227
	Iteration 17Q: 3 clusters Score -1660328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -1660347.125000 Penalty: 3377.282227
	Iteration 18Q: 3 clusters Score -1660347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -1660354.875000 Penalty: 3377.282227
	Iteration 19Q: 3 clusters Score -1660355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -1660369.250000 Penalty: 3377.282227
	Iteration 20F: 3 clusters Score -1660369 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -1660374.750000 Penalty: 3377.282227
	Iteration 21Q: 3 clusters Score -1660375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -1660384.250000 Penalty: 3377.282227
	Iteration 22Q: 3 clusters Score -1660384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -1660387.500000 Penalty: 3377.282227
	Iteration 23Q: 3 clusters Score -1660388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -1660393.125000 Penalty: 3377.282227
	Iteration 24Q: 3 clusters Score -1660393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -1660404.125000 Penalty: 3377.282227
	Iteration 25Q: 3 clusters Score -1660404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -1660408.250000 Penalty: 3377.282227
	Iteration 26Q: 3 clusters Score -1660408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -1660409.375000 Penalty: 3377.282227
	Iteration 27Q: 3 clusters Score -1660409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -1660415.375000 Penalty: 3377.282227
	Iteration 28Q: 3 clusters Score -1660415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -1660418.125000 Penalty: 3377.282227
	Iteration 29Q: 3 clusters Score -1660418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -1660424.125000 Penalty: 3377.282227
	Iteration 30Q: 3 clusters Score -1660424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -1660425.875000 Penalty: 3377.282227
	Iteration 31Q: 3 clusters Score -1660426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -1660427.000000 Penalty: 3377.282227
	Iteration 32Q: 3 clusters Score -1660427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -1660426.875000 Penalty: 3377.282227
	Iteration 33Q: 3 clusters Score -1660427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -1660426.875000 Penalty: 3377.282227
	Iteration 34Q: 3 clusters Score -1660427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -1660429.500000 Penalty: 3377.282227
	Iteration 35Q: 3 clusters Score -1660430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -1660432.250000 Penalty: 3377.282227
	Iteration 36Q: 3 clusters Score -1660432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -1660433.500000 Penalty: 3377.282227
	Iteration 37Q: 3 clusters Score -1660434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -1660433.500000 Penalty: 3377.282227
	Iteration 38F: 3 clusters Score -1660434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -99530.085938 Penalty: 1241.988037
	Iteration 0F: 2 clusters Score -99530.09 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 1030 members 
Entering Unmasked Estep 
Score: -97367.687500 Penalty: 2483.976074
	Iteration 0F: 3 clusters Score -97367.69 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -97844.875000 Penalty: 2483.976074
	Iteration 1F: 3 clusters Score -97844.88 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -97967.820312 Penalty: 2483.976074
	Iteration 2F: 3 clusters Score -97967.82 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -98039.195312 Penalty: 2483.976074
	Iteration 3Q: 3 clusters Score -98039.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -98103.015625 Penalty: 2483.976074
	Iteration 4Q: 3 clusters Score -98103.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -98155.632812 Penalty: 2483.976074
	Iteration 5Q: 3 clusters Score -98155.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -98186.906250 Penalty: 2483.976074
	Iteration 6Q: 3 clusters Score -98186.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -98218.656250 Penalty: 2483.976074
	Iteration 7Q: 3 clusters Score -98218.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -98242.835938 Penalty: 2483.976074
	Iteration 8Q: 3 clusters Score -98242.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -98257.679688 Penalty: 2483.976074
	Iteration 9Q: 3 clusters Score -98257.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -98269.320312 Penalty: 2483.976074
	Iteration 10Q: 3 clusters Score -98269.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -98281.617188 Penalty: 2483.976074
	Iteration 11Q: 3 clusters Score -98281.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -98292.359375 Penalty: 2483.976074
	Iteration 12Q: 3 clusters Score -98292.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -98302.015625 Penalty: 2483.976074
	Iteration 13Q: 3 clusters Score -98302.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -98309.585938 Penalty: 2483.976074
	Iteration 14Q: 3 clusters Score -98309.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -98312.781250 Penalty: 2483.976074
	Iteration 15Q: 3 clusters Score -98312.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -98315.687500 Penalty: 2483.976074
	Iteration 16Q: 3 clusters Score -98315.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -98317.617188 Penalty: 2483.976074
	Iteration 17Q: 3 clusters Score -98317.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -98318.929688 Penalty: 2483.976074
	Iteration 18Q: 3 clusters Score -98318.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -98318.929688 Penalty: 2483.976074
	Iteration 19F: 3 clusters Score -98318.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Entering Unmasked Estep 
Score: -162844.843750 Penalty: 1310.094116
	Iteration 0F: 2 clusters Score -162844.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -160027.328125 Penalty: 2620.188232
	Iteration 0F: 3 clusters Score -160027.3 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -160668.453125 Penalty: 2620.188232
	Iteration 1F: 3 clusters Score -160668.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -160793.453125 Penalty: 2620.188232
	Iteration 2F: 3 clusters Score -160793.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -160875.781250 Penalty: 2620.188232
	Iteration 3Q: 3 clusters Score -160875.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -160946.703125 Penalty: 2620.188232
	Iteration 4Q: 3 clusters Score -160946.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -161022.234375 Penalty: 2620.188232
	Iteration 5Q: 3 clusters Score -161022.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -161088.156250 Penalty: 2620.188232
	Iteration 6Q: 3 clusters Score -161088.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -161133.906250 Penalty: 2620.188232
	Iteration 7Q: 3 clusters Score -161133.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -161182.062500 Penalty: 2620.188232
	Iteration 8Q: 3 clusters Score -161182.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -161232.234375 Penalty: 2620.188232
	Iteration 9Q: 3 clusters Score -161232.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -161273.203125 Penalty: 2620.188232
	Iteration 10Q: 3 clusters Score -161273.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -161300.890625 Penalty: 2620.188232
	Iteration 11Q: 3 clusters Score -161300.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -161335.093750 Penalty: 2620.188232
	Iteration 12Q: 3 clusters Score -161335.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -161371.015625 Penalty: 2620.188232
	Iteration 13Q: 3 clusters Score -161371 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -161410.359375 Penalty: 2620.188232
	Iteration 14Q: 3 clusters Score -161410.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -161447.281250 Penalty: 2620.188232
	Iteration 15Q: 3 clusters Score -161447.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -161482.078125 Penalty: 2620.188232
	Iteration 16Q: 3 clusters Score -161482.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -161512.390625 Penalty: 2620.188232
	Iteration 17Q: 3 clusters Score -161512.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -161541.328125 Penalty: 2620.188232
	Iteration 18Q: 3 clusters Score -161541.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -161567.921875 Penalty: 2620.188232
	Iteration 19Q: 3 clusters Score -161567.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -161586.000000 Penalty: 2620.188232
	Iteration 20F: 3 clusters Score -161586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -161597.859375 Penalty: 2620.188232
	Iteration 21Q: 3 clusters Score -161597.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -161603.953125 Penalty: 2620.188232
	Iteration 22Q: 3 clusters Score -161604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -161606.718750 Penalty: 2620.188232
	Iteration 23Q: 3 clusters Score -161606.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -161608.781250 Penalty: 2620.188232
	Iteration 24Q: 3 clusters Score -161608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -161609.796875 Penalty: 2620.188232
	Iteration 25Q: 3 clusters Score -161609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -161610.000000 Penalty: 2620.188232
	Iteration 26Q: 3 clusters Score -161610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -161610.000000 Penalty: 2620.188232
	Iteration 27F: 3 clusters Score -161610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Entering Unmasked Estep 
Score: -2340211.250000 Penalty: 1748.110718
	Iteration 0F: 2 clusters Score -2340211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2308906.500000 Penalty: 3496.221436
	Iteration 0F: 3 clusters Score -2308906 nChanged 21855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -2321123.250000 Penalty: 3496.221436
	Iteration 1F: 3 clusters Score -2321123 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -2321765.000000 Penalty: 3496.221436
	Iteration 2Q: 3 clusters Score -2321765 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -2322628.000000 Penalty: 3496.221436
	Iteration 3Q: 3 clusters Score -2322628 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -2323909.000000 Penalty: 3496.221436
	Iteration 4F: 3 clusters Score -2323909 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -2325915.250000 Penalty: 3496.221436
	Iteration 5F: 3 clusters Score -2325915 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -2328911.500000 Penalty: 3496.221436
	Iteration 6F: 3 clusters Score -2328912 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -2332426.750000 Penalty: 3496.221436
	Iteration 7F: 3 clusters Score -2332427 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -2335402.750000 Penalty: 3496.221436
	Iteration 8F: 3 clusters Score -2335403 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -2337276.000000 Penalty: 3496.221436
	Iteration 9Q: 3 clusters Score -2337276 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -2338212.000000 Penalty: 3496.221436
	Iteration 10Q: 3 clusters Score -2338212 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -2338647.250000 Penalty: 3496.221436
	Iteration 11Q: 3 clusters Score -2338647 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -2338848.750000 Penalty: 3496.221436
	Iteration 12Q: 3 clusters Score -2338849 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -2338972.500000 Penalty: 3496.221436
	Iteration 13Q: 3 clusters Score -2338972 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -2339034.000000 Penalty: 3496.221436
	Iteration 14Q: 3 clusters Score -2339034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -2339083.250000 Penalty: 3496.221436
	Iteration 15Q: 3 clusters Score -2339083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -2339115.750000 Penalty: 3496.221436
	Iteration 16Q: 3 clusters Score -2339116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -2339163.750000 Penalty: 3496.221436
	Iteration 17Q: 3 clusters Score -2339164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -2339235.000000 Penalty: 3496.221436
	Iteration 18Q: 3 clusters Score -2339235 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -2339289.250000 Penalty: 3496.221436
	Iteration 19Q: 3 clusters Score -2339289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -2339326.750000 Penalty: 3496.221436
	Iteration 20F: 3 clusters Score -2339327 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -2339351.000000 Penalty: 3496.221436
	Iteration 21Q: 3 clusters Score -2339351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -2339374.000000 Penalty: 3496.221436
	Iteration 22Q: 3 clusters Score -2339374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -2339388.000000 Penalty: 3496.221436
	Iteration 23Q: 3 clusters Score -2339388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -2339410.000000 Penalty: 3496.221436
	Iteration 24Q: 3 clusters Score -2339410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -2339423.000000 Penalty: 3496.221436
	Iteration 25Q: 3 clusters Score -2339423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -2339438.500000 Penalty: 3496.221436
	Iteration 26Q: 3 clusters Score -2339438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -2339446.500000 Penalty: 3496.221436
	Iteration 27Q: 3 clusters Score -2339446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -2339457.750000 Penalty: 3496.221436
	Iteration 28Q: 3 clusters Score -2339458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -2339464.250000 Penalty: 3496.221436
	Iteration 29Q: 3 clusters Score -2339464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -2339471.250000 Penalty: 3496.221436
	Iteration 30Q: 3 clusters Score -2339471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -2339485.500000 Penalty: 3496.221436
	Iteration 31Q: 3 clusters Score -2339486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -2339488.000000 Penalty: 3496.221436
	Iteration 32Q: 3 clusters Score -2339488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -2339495.000000 Penalty: 3496.221436
	Iteration 33Q: 3 clusters Score -2339495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -2339497.500000 Penalty: 3496.221436
	Iteration 34Q: 3 clusters Score -2339498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -2339506.250000 Penalty: 3496.221436
	Iteration 35Q: 3 clusters Score -2339506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -2339509.250000 Penalty: 3496.221436
	Iteration 36Q: 3 clusters Score -2339509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -2339519.250000 Penalty: 3496.221436
	Iteration 37Q: 3 clusters Score -2339519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -2339519.000000 Penalty: 3496.221436
	Iteration 38Q: 3 clusters Score -2339519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -2339523.750000 Penalty: 3496.221436
	Iteration 39Q: 3 clusters Score -2339524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -2339527.750000 Penalty: 3496.221436
	Iteration 40F: 3 clusters Score -2339528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -2339531.750000 Penalty: 3496.221436
	Iteration 41Q: 3 clusters Score -2339532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -2339533.250000 Penalty: 3496.221436
	Iteration 42Q: 3 clusters Score -2339533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -2339536.000000 Penalty: 3496.221436
	Iteration 43Q: 3 clusters Score -2339536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -2339534.750000 Penalty: 3496.221436
	Iteration 44Q: 3 clusters Score -2339535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -2339536.000000 Penalty: 3496.221436
	Iteration 45Q: 3 clusters Score -2339536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -2339538.250000 Penalty: 3496.221436
	Iteration 46Q: 3 clusters Score -2339538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -2339539.000000 Penalty: 3496.221436
	Iteration 47Q: 3 clusters Score -2339539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -2339539.000000 Penalty: 3496.221436
	Iteration 48F: 3 clusters Score -2339539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Entering Unmasked Estep 
Score: -487542.718750 Penalty: 1488.345215
	Iteration 0F: 2 clusters Score -487542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -480673.375000 Penalty: 2976.690430
	Iteration 0F: 3 clusters Score -480673.4 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -482853.718750 Penalty: 2976.690430
	Iteration 1F: 3 clusters Score -482853.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -483139.843750 Penalty: 2976.690430
	Iteration 2F: 3 clusters Score -483139.8 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -483422.593750 Penalty: 2976.690430
	Iteration 3F: 3 clusters Score -483422.6 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -483785.156250 Penalty: 2976.690430
	Iteration 4F: 3 clusters Score -483785.2 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -484184.531250 Penalty: 2976.690430
	Iteration 5F: 3 clusters Score -484184.5 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -484599.843750 Penalty: 2976.690430
	Iteration 6F: 3 clusters Score -484599.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -485021.031250 Penalty: 2976.690430
	Iteration 7F: 3 clusters Score -485021 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -485417.218750 Penalty: 2976.690430
	Iteration 8Q: 3 clusters Score -485417.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -485717.093750 Penalty: 2976.690430
	Iteration 9Q: 3 clusters Score -485717.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -485896.156250 Penalty: 2976.690430
	Iteration 10Q: 3 clusters Score -485896.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -486005.031250 Penalty: 2976.690430
	Iteration 11Q: 3 clusters Score -486005 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -486073.218750 Penalty: 2976.690430
	Iteration 12Q: 3 clusters Score -486073.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -486126.875000 Penalty: 2976.690430
	Iteration 13Q: 3 clusters Score -486126.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -486159.437500 Penalty: 2976.690430
	Iteration 14Q: 3 clusters Score -486159.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -486187.187500 Penalty: 2976.690430
	Iteration 15Q: 3 clusters Score -486187.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -486208.000000 Penalty: 2976.690430
	Iteration 16Q: 3 clusters Score -486208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -486221.531250 Penalty: 2976.690430
	Iteration 17Q: 3 clusters Score -486221.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -486233.437500 Penalty: 2976.690430
	Iteration 18Q: 3 clusters Score -486233.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -486244.468750 Penalty: 2976.690430
	Iteration 19Q: 3 clusters Score -486244.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -486250.718750 Penalty: 2976.690430
	Iteration 20F: 3 clusters Score -486250.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -486257.843750 Penalty: 2976.690430
	Iteration 21Q: 3 clusters Score -486257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -486266.062500 Penalty: 2976.690430
	Iteration 22Q: 3 clusters Score -486266.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -486273.687500 Penalty: 2976.690430
	Iteration 23Q: 3 clusters Score -486273.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -486281.093750 Penalty: 2976.690430
	Iteration 24Q: 3 clusters Score -486281.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -486290.687500 Penalty: 2976.690430
	Iteration 25Q: 3 clusters Score -486290.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -486298.218750 Penalty: 2976.690430
	Iteration 26Q: 3 clusters Score -486298.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -486305.218750 Penalty: 2976.690430
	Iteration 27Q: 3 clusters Score -486305.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -486307.500000 Penalty: 2976.690430
	Iteration 28Q: 3 clusters Score -486307.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -486310.062500 Penalty: 2976.690430
	Iteration 29Q: 3 clusters Score -486310.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -486313.343750 Penalty: 2976.690430
	Iteration 30Q: 3 clusters Score -486313.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -486317.937500 Penalty: 2976.690430
	Iteration 31Q: 3 clusters Score -486317.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -486322.000000 Penalty: 2976.690430
	Iteration 32Q: 3 clusters Score -486322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -486324.875000 Penalty: 2976.690430
	Iteration 33Q: 3 clusters Score -486324.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -486326.500000 Penalty: 2976.690430
	Iteration 34Q: 3 clusters Score -486326.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -486328.875000 Penalty: 2976.690430
	Iteration 35Q: 3 clusters Score -486328.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -486329.906250 Penalty: 2976.690430
	Iteration 36Q: 3 clusters Score -486329.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -486332.000000 Penalty: 2976.690430
	Iteration 37Q: 3 clusters Score -486332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -486332.343750 Penalty: 2976.690430
	Iteration 38Q: 3 clusters Score -486332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -486332.343750 Penalty: 2976.690430
	Iteration 39Q: 3 clusters Score -486332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -486332.968750 Penalty: 2976.690430
	Iteration 40F: 3 clusters Score -486333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36356 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5889 members 
Mstep: Class 15 contains 3388 members 
Mstep: Class 17 contains 377576 members 
Mstep: Class 18 contains 32586 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 46986 members 
Mstep: Class 23 contains 9500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199042.000000 Penalty: 41003.015625
Iteration 239Q: 20 clusters Score -2.819904e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10726 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36341 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5885 members 
Mstep: Class 15 contains 3366 members 
Mstep: Class 17 contains 377562 members 
Mstep: Class 18 contains 32585 members 
Mstep: Class 19 contains 2087 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47043 members 
Mstep: Class 23 contains 9495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199066.000000 Penalty: 41003.015625
Iteration 240F: 20 clusters Score -2.819907e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10727 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36330 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 13 contains 12408 members 
Mstep: Class 14 contains 5882 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 17 contains 377535 members 
Mstep: Class 18 contains 32586 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 9485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199076.000000 Penalty: 41003.015625
Iteration 241Q: 20 clusters Score -2.819908e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10727 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36321 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 5878 members 
Mstep: Class 15 contains 3329 members 
Mstep: Class 17 contains 377521 members 
Mstep: Class 18 contains 32585 members 
Mstep: Class 19 contains 2090 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47170 members 
Mstep: Class 23 contains 9471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199096.000000 Penalty: 41003.015625
Iteration 242Q: 20 clusters Score -2.81991e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10725 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36313 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 9473 members 
Mstep: Class 13 contains 12406 members 
Mstep: Class 14 contains 5876 members 
Mstep: Class 15 contains 3305 members 
Mstep: Class 17 contains 377503 members 
Mstep: Class 18 contains 32584 members 
Mstep: Class 19 contains 2093 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47233 members 
Mstep: Class 23 contains 9461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199052.000000 Penalty: 41003.015625
Iteration 243Q: 20 clusters Score -2.819905e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36307 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5870 members 
Mstep: Class 15 contains 3282 members 
Mstep: Class 17 contains 377488 members 
Mstep: Class 18 contains 32584 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47296 members 
Mstep: Class 23 contains 9449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199058.000000 Penalty: 41003.015625
Iteration 244Q: 20 clusters Score -2.819906e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36301 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 13 contains 12404 members 
Mstep: Class 14 contains 5860 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 17 contains 377472 members 
Mstep: Class 18 contains 32581 members 
Mstep: Class 19 contains 2098 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47358 members 
Mstep: Class 23 contains 9443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199054.000000 Penalty: 41003.015625
Iteration 245Q: 20 clusters Score -2.819905e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36293 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 17 contains 377445 members 
Mstep: Class 18 contains 32580 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47415 members 
Mstep: Class 23 contains 9439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199084.000000 Penalty: 41003.015625
Iteration 246Q: 20 clusters Score -2.819908e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10724 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36285 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5854 members 
Mstep: Class 15 contains 3223 members 
Mstep: Class 17 contains 377422 members 
Mstep: Class 18 contains 32579 members 
Mstep: Class 19 contains 2105 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47471 members 
Mstep: Class 23 contains 9433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199058.000000 Penalty: 41003.015625
Iteration 247Q: 20 clusters Score -2.819906e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36278 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9474 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5853 members 
Mstep: Class 15 contains 3197 members 
Mstep: Class 17 contains 377395 members 
Mstep: Class 18 contains 32578 members 
Mstep: Class 19 contains 2113 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47529 members 
Mstep: Class 23 contains 9432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199042.000000 Penalty: 41003.015625
Iteration 248Q: 20 clusters Score -2.819904e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10721 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36275 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9475 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5846 members 
Mstep: Class 15 contains 3174 members 
Mstep: Class 17 contains 377374 members 
Mstep: Class 18 contains 32577 members 
Mstep: Class 19 contains 2119 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47581 members 
Mstep: Class 23 contains 9430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199040.000000 Penalty: 41003.015625
Iteration 249Q: 20 clusters Score -2.819904e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36273 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9478 members 
Mstep: Class 13 contains 12404 members 
Mstep: Class 14 contains 5836 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 17 contains 377347 members 
Mstep: Class 18 contains 32576 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47632 members 
Mstep: Class 23 contains 9428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199078.000000 Penalty: 41003.015625
Iteration 250Q: 20 clusters Score -2.819908e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36268 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9480 members 
Mstep: Class 13 contains 12404 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 15 contains 3129 members 
Mstep: Class 17 contains 377324 members 
Mstep: Class 18 contains 32576 members 
Mstep: Class 19 contains 2134 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47677 members 
Mstep: Class 23 contains 9428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199108.000000 Penalty: 41003.015625
Iteration 251Q: 20 clusters Score -2.819911e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36265 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9481 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 15 contains 3109 members 
Mstep: Class 17 contains 377305 members 
Mstep: Class 18 contains 32576 members 
Mstep: Class 19 contains 2137 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47715 members 
Mstep: Class 23 contains 9427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199162.000000 Penalty: 41003.015625
Iteration 252Q: 20 clusters Score -2.819916e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36262 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5829 members 
Mstep: Class 15 contains 3083 members 
Mstep: Class 17 contains 377287 members 
Mstep: Class 18 contains 32577 members 
Mstep: Class 19 contains 2139 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47765 members 
Mstep: Class 23 contains 9425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199146.000000 Penalty: 41003.015625
Iteration 253Q: 20 clusters Score -2.819915e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36260 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5827 members 
Mstep: Class 15 contains 3064 members 
Mstep: Class 17 contains 377268 members 
Mstep: Class 18 contains 32577 members 
Mstep: Class 19 contains 2140 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47804 members 
Mstep: Class 23 contains 9426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199136.000000 Penalty: 41003.015625
Iteration 254Q: 20 clusters Score -2.819914e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36252 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9482 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5820 members 
Mstep: Class 15 contains 3051 members 
Mstep: Class 17 contains 377244 members 
Mstep: Class 18 contains 32577 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47858 members 
Mstep: Class 23 contains 9422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199146.000000 Penalty: 41003.015625
Iteration 255Q: 20 clusters Score -2.819915e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10722 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36250 members 
Mstep: Class 6 contains 16613 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9483 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 3029 members 
Mstep: Class 17 contains 377222 members 
Mstep: Class 18 contains 32577 members 
Mstep: Class 19 contains 2144 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47908 members 
Mstep: Class 23 contains 9420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199144.000000 Penalty: 41003.015625
Iteration 256Q: 20 clusters Score -2.819914e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10723 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36245 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5809 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 17 contains 377203 members 
Mstep: Class 18 contains 32577 members 
Mstep: Class 19 contains 2146 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47949 members 
Mstep: Class 23 contains 9420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199134.000000 Penalty: 41003.015625
Iteration 257Q: 20 clusters Score -2.819913e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10726 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36236 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5806 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 17 contains 377186 members 
Mstep: Class 18 contains 32575 members 
Mstep: Class 19 contains 2149 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 47988 members 
Mstep: Class 23 contains 9417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199160.000000 Penalty: 41003.015625
Iteration 258Q: 20 clusters Score -2.819916e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10731 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36237 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 2990 members 
Mstep: Class 17 contains 377165 members 
Mstep: Class 18 contains 32575 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 21 contains 3172 members 
Mstep: Class 22 contains 48015 members 
Mstep: Class 23 contains 9412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199104.000000 Penalty: 41003.015625
Iteration 259Q: 20 clusters Score -2.81991e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36236 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2536 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12405 members 
Mstep: Class 14 contains 5809 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 17 contains 377143 members 
Mstep: Class 18 contains 32575 members 
Mstep: Class 19 contains 2156 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48037 members 
Mstep: Class 23 contains 9409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199078.000000 Penalty: 41003.015625
Iteration 260F: 20 clusters Score -2.819908e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10733 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36233 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12406 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 2985 members 
Mstep: Class 17 contains 377134 members 
Mstep: Class 18 contains 32574 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48054 members 
Mstep: Class 23 contains 9406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199062.000000 Penalty: 41003.015625
Iteration 261Q: 20 clusters Score -2.819906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10737 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36230 members 
Mstep: Class 6 contains 16614 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 2983 members 
Mstep: Class 17 contains 377126 members 
Mstep: Class 18 contains 32573 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48064 members 
Mstep: Class 23 contains 9403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199034.000000 Penalty: 41003.015625
Iteration 262Q: 20 clusters Score -2.819903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36230 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 2980 members 
Mstep: Class 17 contains 377114 members 
Mstep: Class 18 contains 32573 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48074 members 
Mstep: Class 23 contains 9401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199038.000000 Penalty: 41003.015625
Iteration 263Q: 20 clusters Score -2.819904e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10747 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36233 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 2976 members 
Mstep: Class 17 contains 377103 members 
Mstep: Class 18 contains 32573 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48083 members 
Mstep: Class 23 contains 9400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199038.000000 Penalty: 41003.015625
Iteration 264Q: 20 clusters Score -2.819904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10748 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36233 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 2972 members 
Mstep: Class 17 contains 377100 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48093 members 
Mstep: Class 23 contains 9396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199052.000000 Penalty: 41003.015625
Iteration 265Q: 20 clusters Score -2.819905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36232 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5807 members 
Mstep: Class 15 contains 2967 members 
Mstep: Class 17 contains 377095 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48104 members 
Mstep: Class 23 contains 9396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199056.000000 Penalty: 41003.015625
Iteration 266Q: 20 clusters Score -2.819906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10751 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36230 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5807 members 
Mstep: Class 15 contains 2959 members 
Mstep: Class 17 contains 377092 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48116 members 
Mstep: Class 23 contains 9396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199046.000000 Penalty: 41003.015625
Iteration 267Q: 20 clusters Score -2.819905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10751 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36225 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5804 members 
Mstep: Class 15 contains 2958 members 
Mstep: Class 17 contains 377086 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48131 members 
Mstep: Class 23 contains 9396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199054.000000 Penalty: 41003.015625
Iteration 268Q: 20 clusters Score -2.819905e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36221 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5803 members 
Mstep: Class 15 contains 2951 members 
Mstep: Class 17 contains 377078 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48154 members 
Mstep: Class 23 contains 9394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199082.000000 Penalty: 41003.015625
Iteration 269Q: 20 clusters Score -2.819908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36218 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5802 members 
Mstep: Class 15 contains 2943 members 
Mstep: Class 17 contains 377070 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48175 members 
Mstep: Class 23 contains 9392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199050.000000 Penalty: 41003.015625
Iteration 270Q: 20 clusters Score -2.819905e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36218 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5802 members 
Mstep: Class 15 contains 2933 members 
Mstep: Class 17 contains 377065 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48194 members 
Mstep: Class 23 contains 9389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199054.000000 Penalty: 41003.015625
Iteration 271Q: 20 clusters Score -2.819905e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36217 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5801 members 
Mstep: Class 15 contains 2920 members 
Mstep: Class 17 contains 377065 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48216 members 
Mstep: Class 23 contains 9381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199030.000000 Penalty: 41003.015625
Iteration 272Q: 20 clusters Score -2.819903e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36215 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5799 members 
Mstep: Class 15 contains 2906 members 
Mstep: Class 17 contains 377056 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48247 members 
Mstep: Class 23 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199032.000000 Penalty: 41003.015625
Iteration 273Q: 20 clusters Score -2.819903e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36215 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5799 members 
Mstep: Class 15 contains 2894 members 
Mstep: Class 17 contains 377047 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48273 members 
Mstep: Class 23 contains 9374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199044.000000 Penalty: 41003.015625
Iteration 274Q: 20 clusters Score -2.819904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36212 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5797 members 
Mstep: Class 15 contains 2883 members 
Mstep: Class 17 contains 377044 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2158 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48293 members 
Mstep: Class 23 contains 9373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199066.000000 Penalty: 41003.015625
Iteration 275Q: 20 clusters Score -2.819907e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36211 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5796 members 
Mstep: Class 15 contains 2879 members 
Mstep: Class 17 contains 377034 members 
Mstep: Class 18 contains 32572 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48314 members 
Mstep: Class 23 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199080.000000 Penalty: 41003.015625
Iteration 276Q: 20 clusters Score -2.819908e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10750 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36209 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5790 members 
Mstep: Class 15 contains 2877 members 
Mstep: Class 17 contains 377020 members 
Mstep: Class 18 contains 32571 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48337 members 
Mstep: Class 23 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199070.000000 Penalty: 41003.015625
Iteration 277Q: 20 clusters Score -2.819907e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10753 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36206 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9485 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5786 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 17 contains 377005 members 
Mstep: Class 18 contains 32571 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48362 members 
Mstep: Class 23 contains 9362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199092.000000 Penalty: 41003.015625
Iteration 278Q: 20 clusters Score -2.819909e+07 nChanged 41
Entering ConstructFrom: 
Score: -28199092.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (1504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Entering Unmasked Estep 
Score: -65044.058594 Penalty: 1188.831055
	Iteration 0F: 2 clusters Score -65044.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -63276.621094 Penalty: 2377.662109
	Iteration 0F: 3 clusters Score -63276.62 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -63642.367188 Penalty: 2377.662109
	Iteration 1F: 3 clusters Score -63642.37 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -63843.031250 Penalty: 2377.662109
	Iteration 2F: 3 clusters Score -63843.03 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -64030.382812 Penalty: 2377.662109
	Iteration 3F: 3 clusters Score -64030.38 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -64143.664062 Penalty: 2377.662109
	Iteration 4F: 3 clusters Score -64143.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -64207.718750 Penalty: 2377.662109
	Iteration 5Q: 3 clusters Score -64207.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64234.652344 Penalty: 2377.662109
	Iteration 6Q: 3 clusters Score -64234.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -64255.632812 Penalty: 2377.662109
	Iteration 7Q: 3 clusters Score -64255.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -64275.687500 Penalty: 2377.662109
	Iteration 8Q: 3 clusters Score -64275.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -64288.972656 Penalty: 2377.662109
	Iteration 9Q: 3 clusters Score -64288.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -64301.941406 Penalty: 2377.662109
	Iteration 10Q: 3 clusters Score -64301.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -64314.359375 Penalty: 2377.662109
	Iteration 11Q: 3 clusters Score -64314.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64327.238281 Penalty: 2377.662109
	Iteration 12Q: 3 clusters Score -64327.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -64337.683594 Penalty: 2377.662109
	Iteration 13Q: 3 clusters Score -64337.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -64345.296875 Penalty: 2377.662109
	Iteration 14Q: 3 clusters Score -64345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -64353.910156 Penalty: 2377.662109
	Iteration 15Q: 3 clusters Score -64353.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -64359.425781 Penalty: 2377.662109
	Iteration 16Q: 3 clusters Score -64359.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -64364.613281 Penalty: 2377.662109
	Iteration 17Q: 3 clusters Score -64364.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -64368.914062 Penalty: 2377.662109
	Iteration 18Q: 3 clusters Score -64368.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -64370.472656 Penalty: 2377.662109
	Iteration 19Q: 3 clusters Score -64370.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -64374.292969 Penalty: 2377.662109
	Iteration 20F: 3 clusters Score -64374.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -64382.039062 Penalty: 2377.662109
	Iteration 21Q: 3 clusters Score -64382.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -64396.542969 Penalty: 2377.662109
	Iteration 22Q: 3 clusters Score -64396.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -64410.667969 Penalty: 2377.662109
	Iteration 23Q: 3 clusters Score -64410.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -64420.187500 Penalty: 2377.662109
	Iteration 24Q: 3 clusters Score -64420.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -64431.464844 Penalty: 2377.662109
	Iteration 25Q: 3 clusters Score -64431.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -64440.722656 Penalty: 2377.662109
	Iteration 26Q: 3 clusters Score -64440.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -64453.003906 Penalty: 2377.662109
	Iteration 27Q: 3 clusters Score -64453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -64465.105469 Penalty: 2377.662109
	Iteration 28Q: 3 clusters Score -64465.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -64475.761719 Penalty: 2377.662109
	Iteration 29Q: 3 clusters Score -64475.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -64484.343750 Penalty: 2377.662109
	Iteration 30Q: 3 clusters Score -64484.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -64492.152344 Penalty: 2377.662109
	Iteration 31Q: 3 clusters Score -64492.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -64498.636719 Penalty: 2377.662109
	Iteration 32Q: 3 clusters Score -64498.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -64503.964844 Penalty: 2377.662109
	Iteration 33Q: 3 clusters Score -64503.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -64506.824219 Penalty: 2377.662109
	Iteration 34Q: 3 clusters Score -64506.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -64512.269531 Penalty: 2377.662109
	Iteration 35Q: 3 clusters Score -64512.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -64521.718750 Penalty: 2377.662109
	Iteration 36Q: 3 clusters Score -64521.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -64538.222656 Penalty: 2377.662109
	Iteration 37Q: 3 clusters Score -64538.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -64554.605469 Penalty: 2377.662109
	Iteration 38Q: 3 clusters Score -64554.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -64564.441406 Penalty: 2377.662109
	Iteration 39Q: 3 clusters Score -64564.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -64578.593750 Penalty: 2377.662109
	Iteration 40F: 3 clusters Score -64578.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -64590.714844 Penalty: 2377.662109
	Iteration 41Q: 3 clusters Score -64590.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -64607.058594 Penalty: 2377.662109
	Iteration 42Q: 3 clusters Score -64607.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -64623.945312 Penalty: 2377.662109
	Iteration 43Q: 3 clusters Score -64623.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -64641.414062 Penalty: 2377.662109
	Iteration 44Q: 3 clusters Score -64641.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -64652.949219 Penalty: 2377.662109
	Iteration 45Q: 3 clusters Score -64652.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -64657.011719 Penalty: 2377.662109
	Iteration 46Q: 3 clusters Score -64657.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -64660.953125 Penalty: 2377.662109
	Iteration 47Q: 3 clusters Score -64660.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -64663.910156 Penalty: 2377.662109
	Iteration 48Q: 3 clusters Score -64663.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -64664.570312 Penalty: 2377.662109
	Iteration 49Q: 3 clusters Score -64664.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -64665.101562 Penalty: 2377.662109
	Iteration 50Q: 3 clusters Score -64665.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -64665.101562 Penalty: 2377.662109
	Iteration 51F: 3 clusters Score -64665.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Entering Unmasked Estep 
Score: -556209.937500 Penalty: 1508.538208
	Iteration 0F: 2 clusters Score -556209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -548528.187500 Penalty: 3017.076416
	Iteration 0F: 3 clusters Score -548528.2 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -550937.125000 Penalty: 3017.076416
	Iteration 1F: 3 clusters Score -550937.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -551182.312500 Penalty: 3017.076416
	Iteration 2F: 3 clusters Score -551182.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -551393.562500 Penalty: 3017.076416
	Iteration 3F: 3 clusters Score -551393.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -551585.187500 Penalty: 3017.076416
	Iteration 4Q: 3 clusters Score -551585.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -551799.187500 Penalty: 3017.076416
	Iteration 5Q: 3 clusters Score -551799.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -552045.125000 Penalty: 3017.076416
	Iteration 6Q: 3 clusters Score -552045.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -552320.125000 Penalty: 3017.076416
	Iteration 7Q: 3 clusters Score -552320.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -552656.625000 Penalty: 3017.076416
	Iteration 8F: 3 clusters Score -552656.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -553043.437500 Penalty: 3017.076416
	Iteration 9F: 3 clusters Score -553043.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -553468.812500 Penalty: 3017.076416
	Iteration 10F: 3 clusters Score -553468.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -553868.375000 Penalty: 3017.076416
	Iteration 11Q: 3 clusters Score -553868.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -554199.375000 Penalty: 3017.076416
	Iteration 12Q: 3 clusters Score -554199.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -554424.875000 Penalty: 3017.076416
	Iteration 13Q: 3 clusters Score -554424.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -554590.125000 Penalty: 3017.076416
	Iteration 14Q: 3 clusters Score -554590.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -554672.000000 Penalty: 3017.076416
	Iteration 15Q: 3 clusters Score -554672 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -554735.687500 Penalty: 3017.076416
	Iteration 16Q: 3 clusters Score -554735.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -554775.125000 Penalty: 3017.076416
	Iteration 17Q: 3 clusters Score -554775.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -554801.187500 Penalty: 3017.076416
	Iteration 18Q: 3 clusters Score -554801.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -554814.000000 Penalty: 3017.076416
	Iteration 19Q: 3 clusters Score -554814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -554825.687500 Penalty: 3017.076416
	Iteration 20F: 3 clusters Score -554825.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -554837.937500 Penalty: 3017.076416
	Iteration 21Q: 3 clusters Score -554837.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -554848.812500 Penalty: 3017.076416
	Iteration 22Q: 3 clusters Score -554848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -554859.437500 Penalty: 3017.076416
	Iteration 23Q: 3 clusters Score -554859.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -554864.750000 Penalty: 3017.076416
	Iteration 24Q: 3 clusters Score -554864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -554867.250000 Penalty: 3017.076416
	Iteration 25Q: 3 clusters Score -554867.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -554868.750000 Penalty: 3017.076416
	Iteration 26Q: 3 clusters Score -554868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -554870.687500 Penalty: 3017.076416
	Iteration 27Q: 3 clusters Score -554870.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -554875.125000 Penalty: 3017.076416
	Iteration 28Q: 3 clusters Score -554875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -554880.000000 Penalty: 3017.076416
	Iteration 29Q: 3 clusters Score -554880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -554880.625000 Penalty: 3017.076416
	Iteration 30Q: 3 clusters Score -554880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -554880.312500 Penalty: 3017.076416
	Iteration 31Q: 3 clusters Score -554880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -554882.062500 Penalty: 3017.076416
	Iteration 32Q: 3 clusters Score -554882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -554882.500000 Penalty: 3017.076416
	Iteration 33Q: 3 clusters Score -554882.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -554882.500000 Penalty: 3017.076416
	Iteration 34F: 3 clusters Score -554882.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Entering Unmasked Estep 
Score: -496495.156250 Penalty: 1493.032104
	Iteration 0F: 2 clusters Score -496495.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -489434.625000 Penalty: 2986.064209
	Iteration 0F: 3 clusters Score -489434.6 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -491706.687500 Penalty: 2986.064209
	Iteration 1F: 3 clusters Score -491706.7 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -491934.687500 Penalty: 2986.064209
	Iteration 2F: 3 clusters Score -491934.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -492141.312500 Penalty: 2986.064209
	Iteration 3Q: 3 clusters Score -492141.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -492326.312500 Penalty: 2986.064209
	Iteration 4Q: 3 clusters Score -492326.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -492502.375000 Penalty: 2986.064209
	Iteration 5Q: 3 clusters Score -492502.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -492701.500000 Penalty: 2986.064209
	Iteration 6Q: 3 clusters Score -492701.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -492920.156250 Penalty: 2986.064209
	Iteration 7Q: 3 clusters Score -492920.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -493166.406250 Penalty: 2986.064209
	Iteration 8Q: 3 clusters Score -493166.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -493407.812500 Penalty: 2986.064209
	Iteration 9Q: 3 clusters Score -493407.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -493635.031250 Penalty: 2986.064209
	Iteration 10Q: 3 clusters Score -493635 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -493845.968750 Penalty: 2986.064209
	Iteration 11Q: 3 clusters Score -493846 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -494023.343750 Penalty: 2986.064209
	Iteration 12Q: 3 clusters Score -494023.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -494145.062500 Penalty: 2986.064209
	Iteration 13Q: 3 clusters Score -494145.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -494248.093750 Penalty: 2986.064209
	Iteration 14Q: 3 clusters Score -494248.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -494325.250000 Penalty: 2986.064209
	Iteration 15Q: 3 clusters Score -494325.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -494409.375000 Penalty: 2986.064209
	Iteration 16Q: 3 clusters Score -494409.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -494491.437500 Penalty: 2986.064209
	Iteration 17Q: 3 clusters Score -494491.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -494549.937500 Penalty: 2986.064209
	Iteration 18Q: 3 clusters Score -494549.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -494614.156250 Penalty: 2986.064209
	Iteration 19Q: 3 clusters Score -494614.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -494678.375000 Penalty: 2986.064209
	Iteration 20F: 3 clusters Score -494678.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -494741.500000 Penalty: 2986.064209
	Iteration 21Q: 3 clusters Score -494741.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -494796.437500 Penalty: 2986.064209
	Iteration 22Q: 3 clusters Score -494796.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -494845.906250 Penalty: 2986.064209
	Iteration 23Q: 3 clusters Score -494845.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -494879.500000 Penalty: 2986.064209
	Iteration 24Q: 3 clusters Score -494879.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -494907.750000 Penalty: 2986.064209
	Iteration 25Q: 3 clusters Score -494907.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -494946.843750 Penalty: 2986.064209
	Iteration 26Q: 3 clusters Score -494946.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -494974.031250 Penalty: 2986.064209
	Iteration 27Q: 3 clusters Score -494974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -494991.875000 Penalty: 2986.064209
	Iteration 28Q: 3 clusters Score -494991.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -495010.281250 Penalty: 2986.064209
	Iteration 29Q: 3 clusters Score -495010.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -495027.562500 Penalty: 2986.064209
	Iteration 30Q: 3 clusters Score -495027.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -495042.312500 Penalty: 2986.064209
	Iteration 31Q: 3 clusters Score -495042.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -495058.656250 Penalty: 2986.064209
	Iteration 32Q: 3 clusters Score -495058.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -495080.593750 Penalty: 2986.064209
	Iteration 33Q: 3 clusters Score -495080.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -495095.843750 Penalty: 2986.064209
	Iteration 34Q: 3 clusters Score -495095.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -495109.906250 Penalty: 2986.064209
	Iteration 35Q: 3 clusters Score -495109.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -495118.593750 Penalty: 2986.064209
	Iteration 36Q: 3 clusters Score -495118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -495126.000000 Penalty: 2986.064209
	Iteration 37Q: 3 clusters Score -495126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -495136.281250 Penalty: 2986.064209
	Iteration 38Q: 3 clusters Score -495136.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -495144.531250 Penalty: 2986.064209
	Iteration 39Q: 3 clusters Score -495144.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -495154.125000 Penalty: 2986.064209
	Iteration 40F: 3 clusters Score -495154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -495163.718750 Penalty: 2986.064209
	Iteration 41Q: 3 clusters Score -495163.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -495169.875000 Penalty: 2986.064209
	Iteration 42Q: 3 clusters Score -495169.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -495178.031250 Penalty: 2986.064209
	Iteration 43Q: 3 clusters Score -495178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -495186.937500 Penalty: 2986.064209
	Iteration 44Q: 3 clusters Score -495186.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -495192.437500 Penalty: 2986.064209
	Iteration 45Q: 3 clusters Score -495192.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -495194.562500 Penalty: 2986.064209
	Iteration 46Q: 3 clusters Score -495194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -495197.718750 Penalty: 2986.064209
	Iteration 47Q: 3 clusters Score -495197.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -495201.781250 Penalty: 2986.064209
	Iteration 48Q: 3 clusters Score -495201.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -495202.937500 Penalty: 2986.064209
	Iteration 49Q: 3 clusters Score -495202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -495204.593750 Penalty: 2986.064209
	Iteration 50Q: 3 clusters Score -495204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -495204.906250 Penalty: 2986.064209
	Iteration 51Q: 3 clusters Score -495204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -495206.156250 Penalty: 2986.064209
	Iteration 52Q: 3 clusters Score -495206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -495207.812500 Penalty: 2986.064209
	Iteration 53Q: 3 clusters Score -495207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -495210.500000 Penalty: 2986.064209
	Iteration 54Q: 3 clusters Score -495210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -495212.406250 Penalty: 2986.064209
	Iteration 55Q: 3 clusters Score -495212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -495213.468750 Penalty: 2986.064209
	Iteration 56Q: 3 clusters Score -495213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -495213.468750 Penalty: 2986.064209
	Iteration 57Q: 3 clusters Score -495213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -495213.468750 Penalty: 2986.064209
	Iteration 58F: 3 clusters Score -495213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -97157.000000 Penalty: 1250.116699
	Iteration 0F: 2 clusters Score -97157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -94960.632812 Penalty: 2500.233398
	Iteration 0F: 3 clusters Score -94960.63 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -95459.718750 Penalty: 2500.233398
	Iteration 1F: 3 clusters Score -95459.72 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -95576.710938 Penalty: 2500.233398
	Iteration 2F: 3 clusters Score -95576.71 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -95639.429688 Penalty: 2500.233398
	Iteration 3F: 3 clusters Score -95639.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -95674.984375 Penalty: 2500.233398
	Iteration 4Q: 3 clusters Score -95674.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -95700.117188 Penalty: 2500.233398
	Iteration 5Q: 3 clusters Score -95700.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -95725.429688 Penalty: 2500.233398
	Iteration 6Q: 3 clusters Score -95725.43 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -95748.070312 Penalty: 2500.233398
	Iteration 7Q: 3 clusters Score -95748.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -95782.414062 Penalty: 2500.233398
	Iteration 8Q: 3 clusters Score -95782.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -95829.851562 Penalty: 2500.233398
	Iteration 9Q: 3 clusters Score -95829.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -95896.171875 Penalty: 2500.233398
	Iteration 10Q: 3 clusters Score -95896.17 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -95982.671875 Penalty: 2500.233398
	Iteration 11Q: 3 clusters Score -95982.67 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -96118.921875 Penalty: 2500.233398
	Iteration 12Q: 3 clusters Score -96118.92 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -96329.031250 Penalty: 2500.233398
	Iteration 13F: 3 clusters Score -96329.03 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -96577.648438 Penalty: 2500.233398
	Iteration 14F: 3 clusters Score -96577.65 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -96783.000000 Penalty: 2500.233398
	Iteration 15F: 3 clusters Score -96783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -96881.781250 Penalty: 2500.233398
	Iteration 16Q: 3 clusters Score -96881.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -96923.320312 Penalty: 2500.233398
	Iteration 17Q: 3 clusters Score -96923.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -96940.531250 Penalty: 2500.233398
	Iteration 18Q: 3 clusters Score -96940.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -96955.695312 Penalty: 2500.233398
	Iteration 19Q: 3 clusters Score -96955.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -96962.429688 Penalty: 2500.233398
	Iteration 20F: 3 clusters Score -96962.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -96966.789062 Penalty: 2500.233398
	Iteration 21Q: 3 clusters Score -96966.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -96970.492188 Penalty: 2500.233398
	Iteration 22Q: 3 clusters Score -96970.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -96974.835938 Penalty: 2500.233398
	Iteration 23Q: 3 clusters Score -96974.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -96977.195312 Penalty: 2500.233398
	Iteration 24Q: 3 clusters Score -96977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -96980.695312 Penalty: 2500.233398
	Iteration 25Q: 3 clusters Score -96980.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -96985.187500 Penalty: 2500.233398
	Iteration 26Q: 3 clusters Score -96985.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -96987.687500 Penalty: 2500.233398
	Iteration 27Q: 3 clusters Score -96987.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -96989.023438 Penalty: 2500.233398
	Iteration 28Q: 3 clusters Score -96989.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -96989.507812 Penalty: 2500.233398
	Iteration 29Q: 3 clusters Score -96989.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -96989.507812 Penalty: 2500.233398
	Iteration 30F: 3 clusters Score -96989.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Entering Unmasked Estep 
Score: -1815564.500000 Penalty: 1705.759155
	Iteration 0F: 2 clusters Score -1815564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1791311.500000 Penalty: 3411.518311
	Iteration 0F: 3 clusters Score -1791312 nChanged 16827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1800513.375000 Penalty: 3411.518311
	Iteration 1F: 3 clusters Score -1800513 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -1800879.000000 Penalty: 3411.518311
	Iteration 2Q: 3 clusters Score -1800879 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -1801260.750000 Penalty: 3411.518311
	Iteration 3Q: 3 clusters Score -1801261 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -1801675.875000 Penalty: 3411.518311
	Iteration 4Q: 3 clusters Score -1801676 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1802263.125000 Penalty: 3411.518311
	Iteration 5Q: 3 clusters Score -1802263 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -1803121.750000 Penalty: 3411.518311
	Iteration 6Q: 3 clusters Score -1803122 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -1804316.750000 Penalty: 3411.518311
	Iteration 7F: 3 clusters Score -1804317 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -1805914.125000 Penalty: 3411.518311
	Iteration 8F: 3 clusters Score -1805914 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -1807825.500000 Penalty: 3411.518311
	Iteration 9F: 3 clusters Score -1807826 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -1809711.125000 Penalty: 3411.518311
	Iteration 10F: 3 clusters Score -1809711 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -1811247.500000 Penalty: 3411.518311
	Iteration 11F: 3 clusters Score -1811248 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -1812327.000000 Penalty: 3411.518311
	Iteration 12Q: 3 clusters Score -1812327 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -1813068.875000 Penalty: 3411.518311
	Iteration 13Q: 3 clusters Score -1813069 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -1813508.500000 Penalty: 3411.518311
	Iteration 14Q: 3 clusters Score -1813508 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -1813728.125000 Penalty: 3411.518311
	Iteration 15Q: 3 clusters Score -1813728 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -1813848.750000 Penalty: 3411.518311
	Iteration 16Q: 3 clusters Score -1813849 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -1813940.000000 Penalty: 3411.518311
	Iteration 17Q: 3 clusters Score -1813940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -1814004.625000 Penalty: 3411.518311
	Iteration 18Q: 3 clusters Score -1814005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -1814033.500000 Penalty: 3411.518311
	Iteration 19Q: 3 clusters Score -1814034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -1814061.875000 Penalty: 3411.518311
	Iteration 20F: 3 clusters Score -1814062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -1814085.875000 Penalty: 3411.518311
	Iteration 21Q: 3 clusters Score -1814086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -1814100.750000 Penalty: 3411.518311
	Iteration 22Q: 3 clusters Score -1814101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -1814109.625000 Penalty: 3411.518311
	Iteration 23Q: 3 clusters Score -1814110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -1814114.375000 Penalty: 3411.518311
	Iteration 24Q: 3 clusters Score -1814114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -1814126.875000 Penalty: 3411.518311
	Iteration 25Q: 3 clusters Score -1814127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -1814132.500000 Penalty: 3411.518311
	Iteration 26Q: 3 clusters Score -1814132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -1814143.875000 Penalty: 3411.518311
	Iteration 27Q: 3 clusters Score -1814144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -1814149.750000 Penalty: 3411.518311
	Iteration 28Q: 3 clusters Score -1814150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -1814155.375000 Penalty: 3411.518311
	Iteration 29Q: 3 clusters Score -1814155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -1814159.000000 Penalty: 3411.518311
	Iteration 30Q: 3 clusters Score -1814159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -1814161.625000 Penalty: 3411.518311
	Iteration 31Q: 3 clusters Score -1814162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -1814164.500000 Penalty: 3411.518311
	Iteration 32Q: 3 clusters Score -1814164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -1814166.375000 Penalty: 3411.518311
	Iteration 33Q: 3 clusters Score -1814166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -1814165.125000 Penalty: 3411.518311
	Iteration 34Q: 3 clusters Score -1814165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -1814165.125000 Penalty: 3411.518311
	Iteration 35F: 3 clusters Score -1814165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Entering Unmasked Estep 
Score: -765368.875000 Penalty: 1579.184937
	Iteration 0F: 2 clusters Score -765368.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -754031.812500 Penalty: 3158.369873
	Iteration 0F: 3 clusters Score -754031.8 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -758412.875000 Penalty: 3158.369873
	Iteration 1F: 3 clusters Score -758412.9 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -759104.375000 Penalty: 3158.369873
	Iteration 2F: 3 clusters Score -759104.4 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -759780.250000 Penalty: 3158.369873
	Iteration 3F: 3 clusters Score -759780.2 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -760385.250000 Penalty: 3158.369873
	Iteration 4F: 3 clusters Score -760385.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -760945.187500 Penalty: 3158.369873
	Iteration 5F: 3 clusters Score -760945.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -761487.812500 Penalty: 3158.369873
	Iteration 6F: 3 clusters Score -761487.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -762056.562500 Penalty: 3158.369873
	Iteration 7F: 3 clusters Score -762056.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -762671.500000 Penalty: 3158.369873
	Iteration 8Q: 3 clusters Score -762671.5 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -763312.437500 Penalty: 3158.369873
	Iteration 9Q: 3 clusters Score -763312.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -763778.625000 Penalty: 3158.369873
	Iteration 10Q: 3 clusters Score -763778.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -764029.500000 Penalty: 3158.369873
	Iteration 11Q: 3 clusters Score -764029.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -764161.812500 Penalty: 3158.369873
	Iteration 12Q: 3 clusters Score -764161.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -764241.250000 Penalty: 3158.369873
	Iteration 13Q: 3 clusters Score -764241.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -764292.625000 Penalty: 3158.369873
	Iteration 14Q: 3 clusters Score -764292.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -764335.562500 Penalty: 3158.369873
	Iteration 15Q: 3 clusters Score -764335.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -764366.875000 Penalty: 3158.369873
	Iteration 16Q: 3 clusters Score -764366.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -764393.562500 Penalty: 3158.369873
	Iteration 17Q: 3 clusters Score -764393.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -764420.500000 Penalty: 3158.369873
	Iteration 18Q: 3 clusters Score -764420.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -764451.937500 Penalty: 3158.369873
	Iteration 19Q: 3 clusters Score -764451.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -764475.125000 Penalty: 3158.369873
	Iteration 20F: 3 clusters Score -764475.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -764501.500000 Penalty: 3158.369873
	Iteration 21Q: 3 clusters Score -764501.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -764522.187500 Penalty: 3158.369873
	Iteration 22Q: 3 clusters Score -764522.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -764544.937500 Penalty: 3158.369873
	Iteration 23Q: 3 clusters Score -764544.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -764569.375000 Penalty: 3158.369873
	Iteration 24Q: 3 clusters Score -764569.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -764598.125000 Penalty: 3158.369873
	Iteration 25Q: 3 clusters Score -764598.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -764615.312500 Penalty: 3158.369873
	Iteration 26Q: 3 clusters Score -764615.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -764633.312500 Penalty: 3158.369873
	Iteration 27Q: 3 clusters Score -764633.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -764647.812500 Penalty: 3158.369873
	Iteration 28Q: 3 clusters Score -764647.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -764667.875000 Penalty: 3158.369873
	Iteration 29Q: 3 clusters Score -764667.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -764683.500000 Penalty: 3158.369873
	Iteration 30Q: 3 clusters Score -764683.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -764705.937500 Penalty: 3158.369873
	Iteration 31Q: 3 clusters Score -764705.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -764719.250000 Penalty: 3158.369873
	Iteration 32Q: 3 clusters Score -764719.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -764731.812500 Penalty: 3158.369873
	Iteration 33Q: 3 clusters Score -764731.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -764748.562500 Penalty: 3158.369873
	Iteration 34Q: 3 clusters Score -764748.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -764762.312500 Penalty: 3158.369873
	Iteration 35Q: 3 clusters Score -764762.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -764775.562500 Penalty: 3158.369873
	Iteration 36Q: 3 clusters Score -764775.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -764786.937500 Penalty: 3158.369873
	Iteration 37Q: 3 clusters Score -764786.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -764796.812500 Penalty: 3158.369873
	Iteration 38Q: 3 clusters Score -764796.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -764800.750000 Penalty: 3158.369873
	Iteration 39Q: 3 clusters Score -764800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -764800.250000 Penalty: 3158.369873
	Iteration 40F: 3 clusters Score -764800.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -764803.937500 Penalty: 3158.369873
	Iteration 41Q: 3 clusters Score -764803.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -764805.937500 Penalty: 3158.369873
	Iteration 42Q: 3 clusters Score -764805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -764806.250000 Penalty: 3158.369873
	Iteration 43Q: 3 clusters Score -764806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -764806.375000 Penalty: 3158.369873
	Iteration 44Q: 3 clusters Score -764806.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -764808.875000 Penalty: 3158.369873
	Iteration 45Q: 3 clusters Score -764808.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -764809.375000 Penalty: 3158.369873
	Iteration 46Q: 3 clusters Score -764809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -764809.812500 Penalty: 3158.369873
	Iteration 47Q: 3 clusters Score -764809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -764811.562500 Penalty: 3158.369873
	Iteration 48Q: 3 clusters Score -764811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -764810.500000 Penalty: 3158.369873
	Iteration 49Q: 3 clusters Score -764810.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -764810.500000 Penalty: 3158.369873
	Iteration 50F: 3 clusters Score -764810.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -97868.593750 Penalty: 1273.602539
	Iteration 0F: 2 clusters Score -97868.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -95462.570312 Penalty: 2547.205078
	Iteration 0F: 3 clusters Score -95462.57 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -96386.703125 Penalty: 2547.205078
	Iteration 1F: 3 clusters Score -96386.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -96813.281250 Penalty: 2547.205078
	Iteration 2F: 3 clusters Score -96813.28 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -97096.203125 Penalty: 2547.205078
	Iteration 3F: 3 clusters Score -97096.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -97296.460938 Penalty: 2547.205078
	Iteration 4F: 3 clusters Score -97296.46 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -97455.718750 Penalty: 2547.205078
	Iteration 5Q: 3 clusters Score -97455.72 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -97663.390625 Penalty: 2547.205078
	Iteration 6Q: 3 clusters Score -97663.39 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -97855.781250 Penalty: 2547.205078
	Iteration 7Q: 3 clusters Score -97855.78 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -97998.085938 Penalty: 2547.205078
	Iteration 8Q: 3 clusters Score -97998.09 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -98100.296875 Penalty: 2547.205078
	Iteration 9Q: 3 clusters Score -98100.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -98189.039062 Penalty: 2547.205078
	Iteration 10Q: 3 clusters Score -98189.04 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -98260.093750 Penalty: 2547.205078
	Iteration 11Q: 3 clusters Score -98260.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -98299.945312 Penalty: 2547.205078
	Iteration 12Q: 3 clusters Score -98299.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -98323.007812 Penalty: 2547.205078
	Iteration 13Q: 3 clusters Score -98323.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -98337.070312 Penalty: 2547.205078
	Iteration 14Q: 3 clusters Score -98337.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -98344.132812 Penalty: 2547.205078
	Iteration 15Q: 3 clusters Score -98344.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -98347.468750 Penalty: 2547.205078
	Iteration 16Q: 3 clusters Score -98347.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -98348.515625 Penalty: 2547.205078
	Iteration 17Q: 3 clusters Score -98348.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -98349.578125 Penalty: 2547.205078
	Iteration 18Q: 3 clusters Score -98349.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -98350.132812 Penalty: 2547.205078
	Iteration 19Q: 3 clusters Score -98350.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -98350.859375 Penalty: 2547.205078
	Iteration 20F: 3 clusters Score -98350.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -98352.382812 Penalty: 2547.205078
	Iteration 21Q: 3 clusters Score -98352.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -98353.742188 Penalty: 2547.205078
	Iteration 22Q: 3 clusters Score -98353.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -98354.632812 Penalty: 2547.205078
	Iteration 23Q: 3 clusters Score -98354.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -98355.351562 Penalty: 2547.205078
	Iteration 24Q: 3 clusters Score -98355.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -98356.664062 Penalty: 2547.205078
	Iteration 25Q: 3 clusters Score -98356.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -98356.664062 Penalty: 2547.205078
	Iteration 26F: 3 clusters Score -98356.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10757 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36206 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 11 contains 1782 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5783 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 17 contains 376990 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48385 members 
Mstep: Class 23 contains 9359 members 
Entering Unmasked Estep 
Score: -28198718.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28199092.000000 to -28198718.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -83068.562500 Penalty: 1216.665649
	Iteration 0F: 2 clusters Score -83068.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -81109.468750 Penalty: 2433.331299
	Iteration 0F: 3 clusters Score -81109.47 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -81523.531250 Penalty: 2433.331299
	Iteration 1F: 3 clusters Score -81523.53 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -81622.460938 Penalty: 2433.331299
	Iteration 2F: 3 clusters Score -81622.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -81673.570312 Penalty: 2433.331299
	Iteration 3Q: 3 clusters Score -81673.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -81704.195312 Penalty: 2433.331299
	Iteration 4Q: 3 clusters Score -81704.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -81723.320312 Penalty: 2433.331299
	Iteration 5Q: 3 clusters Score -81723.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -81733.078125 Penalty: 2433.331299
	Iteration 6Q: 3 clusters Score -81733.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -81740.500000 Penalty: 2433.331299
	Iteration 7Q: 3 clusters Score -81740.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -81752.812500 Penalty: 2433.331299
	Iteration 8Q: 3 clusters Score -81752.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -81764.375000 Penalty: 2433.331299
	Iteration 9Q: 3 clusters Score -81764.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -81774.039062 Penalty: 2433.331299
	Iteration 10Q: 3 clusters Score -81774.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -81785.468750 Penalty: 2433.331299
	Iteration 11Q: 3 clusters Score -81785.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -81800.562500 Penalty: 2433.331299
	Iteration 12Q: 3 clusters Score -81800.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -81810.929688 Penalty: 2433.331299
	Iteration 13Q: 3 clusters Score -81810.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -81818.273438 Penalty: 2433.331299
	Iteration 14Q: 3 clusters Score -81818.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -81824.304688 Penalty: 2433.331299
	Iteration 15Q: 3 clusters Score -81824.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -81829.953125 Penalty: 2433.331299
	Iteration 16Q: 3 clusters Score -81829.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -81835.132812 Penalty: 2433.331299
	Iteration 17Q: 3 clusters Score -81835.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -81840.390625 Penalty: 2433.331299
	Iteration 18Q: 3 clusters Score -81840.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -81845.437500 Penalty: 2433.331299
	Iteration 19Q: 3 clusters Score -81845.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -81848.335938 Penalty: 2433.331299
	Iteration 20F: 3 clusters Score -81848.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -81851.390625 Penalty: 2433.331299
	Iteration 21Q: 3 clusters Score -81851.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -81853.125000 Penalty: 2433.331299
	Iteration 22Q: 3 clusters Score -81853.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -81855.835938 Penalty: 2433.331299
	Iteration 23Q: 3 clusters Score -81855.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -81857.234375 Penalty: 2433.331299
	Iteration 24Q: 3 clusters Score -81857.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -81860.140625 Penalty: 2433.331299
	Iteration 25Q: 3 clusters Score -81860.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -81861.984375 Penalty: 2433.331299
	Iteration 26Q: 3 clusters Score -81861.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -81863.078125 Penalty: 2433.331299
	Iteration 27Q: 3 clusters Score -81863.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -81863.078125 Penalty: 2433.331299
	Iteration 28F: 3 clusters Score -81863.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -48738.296875 Penalty: 1123.805054
	Iteration 0F: 2 clusters Score -48738.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -47293.644531 Penalty: 2247.610107
	Iteration 0F: 3 clusters Score -47293.64 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -47548.964844 Penalty: 2247.610107
	Iteration 1F: 3 clusters Score -47548.96 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -47646.488281 Penalty: 2247.610107
	Iteration 2F: 3 clusters Score -47646.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -47742.742188 Penalty: 2247.610107
	Iteration 3F: 3 clusters Score -47742.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -47794.589844 Penalty: 2247.610107
	Iteration 4Q: 3 clusters Score -47794.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -47861.320312 Penalty: 2247.610107
	Iteration 5Q: 3 clusters Score -47861.32 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47982.464844 Penalty: 2247.610107
	Iteration 6Q: 3 clusters Score -47982.46 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48072.328125 Penalty: 2247.610107
	Iteration 7Q: 3 clusters Score -48072.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48126.367188 Penalty: 2247.610107
	Iteration 8Q: 3 clusters Score -48126.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48159.968750 Penalty: 2247.610107
	Iteration 9Q: 3 clusters Score -48159.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48185.101562 Penalty: 2247.610107
	Iteration 10Q: 3 clusters Score -48185.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48202.488281 Penalty: 2247.610107
	Iteration 11Q: 3 clusters Score -48202.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48218.089844 Penalty: 2247.610107
	Iteration 12Q: 3 clusters Score -48218.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48223.054688 Penalty: 2247.610107
	Iteration 13Q: 3 clusters Score -48223.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48231.070312 Penalty: 2247.610107
	Iteration 14Q: 3 clusters Score -48231.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48236.046875 Penalty: 2247.610107
	Iteration 15Q: 3 clusters Score -48236.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48242.078125 Penalty: 2247.610107
	Iteration 16Q: 3 clusters Score -48242.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48243.527344 Penalty: 2247.610107
	Iteration 17Q: 3 clusters Score -48243.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48244.242188 Penalty: 2247.610107
	Iteration 18Q: 3 clusters Score -48244.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48245.183594 Penalty: 2247.610107
	Iteration 19Q: 3 clusters Score -48245.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48245.183594 Penalty: 2247.610107
	Iteration 20F: 3 clusters Score -48245.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Entering Unmasked Estep 
Score: -452676.781250 Penalty: 1488.105591
	Iteration 0F: 2 clusters Score -452676.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -445815.312500 Penalty: 2976.211182
	Iteration 0F: 3 clusters Score -445815.3 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -447946.343750 Penalty: 2976.211182
	Iteration 1F: 3 clusters Score -447946.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -448222.593750 Penalty: 2976.211182
	Iteration 2F: 3 clusters Score -448222.6 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -448509.500000 Penalty: 2976.211182
	Iteration 3Q: 3 clusters Score -448509.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -448787.031250 Penalty: 2976.211182
	Iteration 4Q: 3 clusters Score -448787 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -449063.781250 Penalty: 2976.211182
	Iteration 5Q: 3 clusters Score -449063.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -449324.343750 Penalty: 2976.211182
	Iteration 6Q: 3 clusters Score -449324.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -449561.937500 Penalty: 2976.211182
	Iteration 7Q: 3 clusters Score -449561.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -449812.906250 Penalty: 2976.211182
	Iteration 8Q: 3 clusters Score -449812.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -450046.593750 Penalty: 2976.211182
	Iteration 9Q: 3 clusters Score -450046.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -450259.781250 Penalty: 2976.211182
	Iteration 10Q: 3 clusters Score -450259.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -450434.500000 Penalty: 2976.211182
	Iteration 11Q: 3 clusters Score -450434.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -450573.468750 Penalty: 2976.211182
	Iteration 12Q: 3 clusters Score -450573.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -450674.406250 Penalty: 2976.211182
	Iteration 13Q: 3 clusters Score -450674.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -450766.875000 Penalty: 2976.211182
	Iteration 14Q: 3 clusters Score -450766.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -450851.000000 Penalty: 2976.211182
	Iteration 15Q: 3 clusters Score -450851 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -450924.687500 Penalty: 2976.211182
	Iteration 16Q: 3 clusters Score -450924.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -450995.906250 Penalty: 2976.211182
	Iteration 17Q: 3 clusters Score -450995.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -451074.125000 Penalty: 2976.211182
	Iteration 18Q: 3 clusters Score -451074.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -451160.281250 Penalty: 2976.211182
	Iteration 19Q: 3 clusters Score -451160.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -451267.281250 Penalty: 2976.211182
	Iteration 20F: 3 clusters Score -451267.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -451407.125000 Penalty: 2976.211182
	Iteration 21Q: 3 clusters Score -451407.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -451516.093750 Penalty: 2976.211182
	Iteration 22Q: 3 clusters Score -451516.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -451566.843750 Penalty: 2976.211182
	Iteration 23Q: 3 clusters Score -451566.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -451595.531250 Penalty: 2976.211182
	Iteration 24Q: 3 clusters Score -451595.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -451620.062500 Penalty: 2976.211182
	Iteration 25Q: 3 clusters Score -451620.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -451639.562500 Penalty: 2976.211182
	Iteration 26Q: 3 clusters Score -451639.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -451655.656250 Penalty: 2976.211182
	Iteration 27Q: 3 clusters Score -451655.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -451668.718750 Penalty: 2976.211182
	Iteration 28Q: 3 clusters Score -451668.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -451684.312500 Penalty: 2976.211182
	Iteration 29Q: 3 clusters Score -451684.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -451696.687500 Penalty: 2976.211182
	Iteration 30Q: 3 clusters Score -451696.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -451706.281250 Penalty: 2976.211182
	Iteration 31Q: 3 clusters Score -451706.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -451716.968750 Penalty: 2976.211182
	Iteration 32Q: 3 clusters Score -451717 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -451726.812500 Penalty: 2976.211182
	Iteration 33Q: 3 clusters Score -451726.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -451738.593750 Penalty: 2976.211182
	Iteration 34Q: 3 clusters Score -451738.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -451745.750000 Penalty: 2976.211182
	Iteration 35Q: 3 clusters Score -451745.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -451752.562500 Penalty: 2976.211182
	Iteration 36Q: 3 clusters Score -451752.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -451758.343750 Penalty: 2976.211182
	Iteration 37Q: 3 clusters Score -451758.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -451765.562500 Penalty: 2976.211182
	Iteration 38Q: 3 clusters Score -451765.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -451771.781250 Penalty: 2976.211182
	Iteration 39Q: 3 clusters Score -451771.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -451776.656250 Penalty: 2976.211182
	Iteration 40F: 3 clusters Score -451776.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -451780.312500 Penalty: 2976.211182
	Iteration 41Q: 3 clusters Score -451780.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -451782.312500 Penalty: 2976.211182
	Iteration 42Q: 3 clusters Score -451782.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -451786.750000 Penalty: 2976.211182
	Iteration 43Q: 3 clusters Score -451786.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -451787.687500 Penalty: 2976.211182
	Iteration 44Q: 3 clusters Score -451787.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -451790.437500 Penalty: 2976.211182
	Iteration 45Q: 3 clusters Score -451790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -451790.968750 Penalty: 2976.211182
	Iteration 46Q: 3 clusters Score -451791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -451791.593750 Penalty: 2976.211182
	Iteration 47Q: 3 clusters Score -451791.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -451791.593750 Penalty: 2976.211182
	Iteration 48F: 3 clusters Score -451791.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Entering Unmasked Estep 
Score: -575510.437500 Penalty: 1531.753784
	Iteration 0F: 2 clusters Score -575510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -566763.875000 Penalty: 3063.507568
	Iteration 0F: 3 clusters Score -566763.9 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -569862.687500 Penalty: 3063.507568
	Iteration 1F: 3 clusters Score -569862.7 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -570286.062500 Penalty: 3063.507568
	Iteration 2F: 3 clusters Score -570286.1 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -570651.437500 Penalty: 3063.507568
	Iteration 3F: 3 clusters Score -570651.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -570995.875000 Penalty: 3063.507568
	Iteration 4F: 3 clusters Score -570995.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -571345.437500 Penalty: 3063.507568
	Iteration 5F: 3 clusters Score -571345.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -571735.562500 Penalty: 3063.507568
	Iteration 6Q: 3 clusters Score -571735.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -572263.937500 Penalty: 3063.507568
	Iteration 7F: 3 clusters Score -572263.9 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -572804.937500 Penalty: 3063.507568
	Iteration 8F: 3 clusters Score -572804.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -573298.750000 Penalty: 3063.507568
	Iteration 9F: 3 clusters Score -573298.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -573634.687500 Penalty: 3063.507568
	Iteration 10Q: 3 clusters Score -573634.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -573838.562500 Penalty: 3063.507568
	Iteration 11Q: 3 clusters Score -573838.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -573961.437500 Penalty: 3063.507568
	Iteration 12Q: 3 clusters Score -573961.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -574036.875000 Penalty: 3063.507568
	Iteration 13Q: 3 clusters Score -574036.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -574092.312500 Penalty: 3063.507568
	Iteration 14Q: 3 clusters Score -574092.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -574138.687500 Penalty: 3063.507568
	Iteration 15Q: 3 clusters Score -574138.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -574177.125000 Penalty: 3063.507568
	Iteration 16Q: 3 clusters Score -574177.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -574201.437500 Penalty: 3063.507568
	Iteration 17Q: 3 clusters Score -574201.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -574218.375000 Penalty: 3063.507568
	Iteration 18Q: 3 clusters Score -574218.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -574238.000000 Penalty: 3063.507568
	Iteration 19Q: 3 clusters Score -574238 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -574260.125000 Penalty: 3063.507568
	Iteration 20F: 3 clusters Score -574260.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -574280.437500 Penalty: 3063.507568
	Iteration 21Q: 3 clusters Score -574280.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -574297.437500 Penalty: 3063.507568
	Iteration 22Q: 3 clusters Score -574297.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -574315.250000 Penalty: 3063.507568
	Iteration 23Q: 3 clusters Score -574315.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -574332.500000 Penalty: 3063.507568
	Iteration 24Q: 3 clusters Score -574332.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -574356.750000 Penalty: 3063.507568
	Iteration 25Q: 3 clusters Score -574356.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -574389.062500 Penalty: 3063.507568
	Iteration 26Q: 3 clusters Score -574389.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -574431.375000 Penalty: 3063.507568
	Iteration 27Q: 3 clusters Score -574431.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -574477.312500 Penalty: 3063.507568
	Iteration 28Q: 3 clusters Score -574477.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -574518.687500 Penalty: 3063.507568
	Iteration 29Q: 3 clusters Score -574518.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -574554.937500 Penalty: 3063.507568
	Iteration 30Q: 3 clusters Score -574554.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -574576.437500 Penalty: 3063.507568
	Iteration 31Q: 3 clusters Score -574576.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -574590.375000 Penalty: 3063.507568
	Iteration 32Q: 3 clusters Score -574590.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -574597.687500 Penalty: 3063.507568
	Iteration 33Q: 3 clusters Score -574597.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -574607.562500 Penalty: 3063.507568
	Iteration 34Q: 3 clusters Score -574607.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -574613.437500 Penalty: 3063.507568
	Iteration 35Q: 3 clusters Score -574613.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -574617.250000 Penalty: 3063.507568
	Iteration 36Q: 3 clusters Score -574617.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -574620.187500 Penalty: 3063.507568
	Iteration 37Q: 3 clusters Score -574620.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -574622.687500 Penalty: 3063.507568
	Iteration 38Q: 3 clusters Score -574622.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -574623.937500 Penalty: 3063.507568
	Iteration 39Q: 3 clusters Score -574623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -574626.500000 Penalty: 3063.507568
	Iteration 40F: 3 clusters Score -574626.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -574630.062500 Penalty: 3063.507568
	Iteration 41Q: 3 clusters Score -574630.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -574634.000000 Penalty: 3063.507568
	Iteration 42Q: 3 clusters Score -574634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -574633.937500 Penalty: 3063.507568
	Iteration 43Q: 3 clusters Score -574633.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -574635.062500 Penalty: 3063.507568
	Iteration 44Q: 3 clusters Score -574635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -574636.125000 Penalty: 3063.507568
	Iteration 45Q: 3 clusters Score -574636.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -574638.250000 Penalty: 3063.507568
	Iteration 46Q: 3 clusters Score -574638.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -574638.250000 Penalty: 3063.507568
	Iteration 47Q: 3 clusters Score -574638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -574638.687500 Penalty: 3063.507568
	Iteration 48Q: 3 clusters Score -574638.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -574639.812500 Penalty: 3063.507568
	Iteration 49Q: 3 clusters Score -574639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -574639.375000 Penalty: 3063.507568
	Iteration 50Q: 3 clusters Score -574639.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -574641.437500 Penalty: 3063.507568
	Iteration 51Q: 3 clusters Score -574641.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -574640.750000 Penalty: 3063.507568
	Iteration 52Q: 3 clusters Score -574640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -574641.437500 Penalty: 3063.507568
	Iteration 53Q: 3 clusters Score -574641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -574640.937500 Penalty: 3063.507568
	Iteration 54Q: 3 clusters Score -574640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -574640.937500 Penalty: 3063.507568
	Iteration 55F: 3 clusters Score -574640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Entering Unmasked Estep 
Score: -269699.062500 Penalty: 1407.685181
	Iteration 0F: 2 clusters Score -269699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -265255.875000 Penalty: 2815.370361
	Iteration 0F: 3 clusters Score -265255.9 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -266545.156250 Penalty: 2815.370361
	Iteration 1F: 3 clusters Score -266545.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -266781.625000 Penalty: 2815.370361
	Iteration 2F: 3 clusters Score -266781.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -267099.343750 Penalty: 2815.370361
	Iteration 3F: 3 clusters Score -267099.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -267513.468750 Penalty: 2815.370361
	Iteration 4F: 3 clusters Score -267513.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -267928.968750 Penalty: 2815.370361
	Iteration 5F: 3 clusters Score -267929 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -268297.500000 Penalty: 2815.370361
	Iteration 6F: 3 clusters Score -268297.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -268563.406250 Penalty: 2815.370361
	Iteration 7F: 3 clusters Score -268563.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -268739.875000 Penalty: 2815.370361
	Iteration 8Q: 3 clusters Score -268739.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -268841.218750 Penalty: 2815.370361
	Iteration 9Q: 3 clusters Score -268841.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -268900.718750 Penalty: 2815.370361
	Iteration 10Q: 3 clusters Score -268900.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -268926.625000 Penalty: 2815.370361
	Iteration 11Q: 3 clusters Score -268926.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -268951.250000 Penalty: 2815.370361
	Iteration 12Q: 3 clusters Score -268951.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -268972.031250 Penalty: 2815.370361
	Iteration 13Q: 3 clusters Score -268972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -268988.656250 Penalty: 2815.370361
	Iteration 14Q: 3 clusters Score -268988.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -268995.406250 Penalty: 2815.370361
	Iteration 15Q: 3 clusters Score -268995.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -268999.625000 Penalty: 2815.370361
	Iteration 16Q: 3 clusters Score -268999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -269001.750000 Penalty: 2815.370361
	Iteration 17Q: 3 clusters Score -269001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -269004.312500 Penalty: 2815.370361
	Iteration 18Q: 3 clusters Score -269004.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -269006.156250 Penalty: 2815.370361
	Iteration 19Q: 3 clusters Score -269006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -269009.031250 Penalty: 2815.370361
	Iteration 20F: 3 clusters Score -269009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -269011.406250 Penalty: 2815.370361
	Iteration 21Q: 3 clusters Score -269011.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -269012.218750 Penalty: 2815.370361
	Iteration 22Q: 3 clusters Score -269012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -269014.562500 Penalty: 2815.370361
	Iteration 23Q: 3 clusters Score -269014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -269014.906250 Penalty: 2815.370361
	Iteration 24Q: 3 clusters Score -269014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -269015.250000 Penalty: 2815.370361
	Iteration 25Q: 3 clusters Score -269015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -269016.093750 Penalty: 2815.370361
	Iteration 26Q: 3 clusters Score -269016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -269016.093750 Penalty: 2815.370361
	Iteration 27F: 3 clusters Score -269016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Entering Unmasked Estep 
Score: -143039.953125 Penalty: 1293.892578
	Iteration 0F: 2 clusters Score -143040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -140393.875000 Penalty: 2587.785156
	Iteration 0F: 3 clusters Score -140393.9 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -140992.312500 Penalty: 2587.785156
	Iteration 1F: 3 clusters Score -140992.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -141141.171875 Penalty: 2587.785156
	Iteration 2F: 3 clusters Score -141141.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -141201.656250 Penalty: 2587.785156
	Iteration 3Q: 3 clusters Score -141201.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -141238.468750 Penalty: 2587.785156
	Iteration 4Q: 3 clusters Score -141238.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -141262.390625 Penalty: 2587.785156
	Iteration 5Q: 3 clusters Score -141262.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -141280.531250 Penalty: 2587.785156
	Iteration 6Q: 3 clusters Score -141280.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -141294.546875 Penalty: 2587.785156
	Iteration 7Q: 3 clusters Score -141294.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -141306.250000 Penalty: 2587.785156
	Iteration 8Q: 3 clusters Score -141306.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -141320.953125 Penalty: 2587.785156
	Iteration 9Q: 3 clusters Score -141321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -141335.156250 Penalty: 2587.785156
	Iteration 10Q: 3 clusters Score -141335.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -141350.031250 Penalty: 2587.785156
	Iteration 11Q: 3 clusters Score -141350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -141363.484375 Penalty: 2587.785156
	Iteration 12Q: 3 clusters Score -141363.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -141371.562500 Penalty: 2587.785156
	Iteration 13Q: 3 clusters Score -141371.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -141379.015625 Penalty: 2587.785156
	Iteration 14Q: 3 clusters Score -141379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -141385.296875 Penalty: 2587.785156
	Iteration 15Q: 3 clusters Score -141385.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -141391.312500 Penalty: 2587.785156
	Iteration 16Q: 3 clusters Score -141391.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -141397.890625 Penalty: 2587.785156
	Iteration 17Q: 3 clusters Score -141397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -141403.578125 Penalty: 2587.785156
	Iteration 18Q: 3 clusters Score -141403.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -141411.875000 Penalty: 2587.785156
	Iteration 19Q: 3 clusters Score -141411.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -141420.343750 Penalty: 2587.785156
	Iteration 20F: 3 clusters Score -141420.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -141429.484375 Penalty: 2587.785156
	Iteration 21Q: 3 clusters Score -141429.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -141439.500000 Penalty: 2587.785156
	Iteration 22Q: 3 clusters Score -141439.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -141445.718750 Penalty: 2587.785156
	Iteration 23Q: 3 clusters Score -141445.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -141452.015625 Penalty: 2587.785156
	Iteration 24Q: 3 clusters Score -141452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -141459.109375 Penalty: 2587.785156
	Iteration 25Q: 3 clusters Score -141459.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -141468.203125 Penalty: 2587.785156
	Iteration 26Q: 3 clusters Score -141468.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -141476.375000 Penalty: 2587.785156
	Iteration 27Q: 3 clusters Score -141476.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -141485.187500 Penalty: 2587.785156
	Iteration 28Q: 3 clusters Score -141485.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -141493.390625 Penalty: 2587.785156
	Iteration 29Q: 3 clusters Score -141493.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -141501.562500 Penalty: 2587.785156
	Iteration 30Q: 3 clusters Score -141501.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -141512.546875 Penalty: 2587.785156
	Iteration 31Q: 3 clusters Score -141512.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -141531.921875 Penalty: 2587.785156
	Iteration 32Q: 3 clusters Score -141531.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -141549.171875 Penalty: 2587.785156
	Iteration 33Q: 3 clusters Score -141549.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -141565.390625 Penalty: 2587.785156
	Iteration 34Q: 3 clusters Score -141565.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -141576.453125 Penalty: 2587.785156
	Iteration 35Q: 3 clusters Score -141576.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -141587.609375 Penalty: 2587.785156
	Iteration 36Q: 3 clusters Score -141587.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -141597.703125 Penalty: 2587.785156
	Iteration 37Q: 3 clusters Score -141597.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -141609.609375 Penalty: 2587.785156
	Iteration 38Q: 3 clusters Score -141609.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -141619.515625 Penalty: 2587.785156
	Iteration 39Q: 3 clusters Score -141619.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -141637.484375 Penalty: 2587.785156
	Iteration 40F: 3 clusters Score -141637.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -141662.640625 Penalty: 2587.785156
	Iteration 41Q: 3 clusters Score -141662.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -141694.468750 Penalty: 2587.785156
	Iteration 42Q: 3 clusters Score -141694.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -141718.640625 Penalty: 2587.785156
	Iteration 43Q: 3 clusters Score -141718.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -141744.281250 Penalty: 2587.785156
	Iteration 44Q: 3 clusters Score -141744.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -141761.296875 Penalty: 2587.785156
	Iteration 45Q: 3 clusters Score -141761.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -141768.765625 Penalty: 2587.785156
	Iteration 46Q: 3 clusters Score -141768.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -141778.203125 Penalty: 2587.785156
	Iteration 47Q: 3 clusters Score -141778.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -141791.156250 Penalty: 2587.785156
	Iteration 48Q: 3 clusters Score -141791.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -141801.015625 Penalty: 2587.785156
	Iteration 49Q: 3 clusters Score -141801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -141808.062500 Penalty: 2587.785156
	Iteration 50Q: 3 clusters Score -141808.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -141813.390625 Penalty: 2587.785156
	Iteration 51Q: 3 clusters Score -141813.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -141822.968750 Penalty: 2587.785156
	Iteration 52Q: 3 clusters Score -141823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141829.546875 Penalty: 2587.785156
	Iteration 53Q: 3 clusters Score -141829.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -141835.437500 Penalty: 2587.785156
	Iteration 54Q: 3 clusters Score -141835.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -141838.609375 Penalty: 2587.785156
	Iteration 55Q: 3 clusters Score -141838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141844.000000 Penalty: 2587.785156
	Iteration 56Q: 3 clusters Score -141844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -141850.375000 Penalty: 2587.785156
	Iteration 57Q: 3 clusters Score -141850.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -141859.171875 Penalty: 2587.785156
	Iteration 58Q: 3 clusters Score -141859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -141868.250000 Penalty: 2587.785156
	Iteration 59Q: 3 clusters Score -141868.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -141873.156250 Penalty: 2587.785156
	Iteration 60F: 3 clusters Score -141873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -141874.265625 Penalty: 2587.785156
	Iteration 61Q: 3 clusters Score -141874.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -141876.140625 Penalty: 2587.785156
	Iteration 62Q: 3 clusters Score -141876.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -141876.968750 Penalty: 2587.785156
	Iteration 63Q: 3 clusters Score -141877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -141876.968750 Penalty: 2587.785156
	Iteration 64F: 3 clusters Score -141877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (376990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376990 members 
Entering Unmasked Estep 
Score: -18801782.000000 Penalty: 2086.495605
	Iteration 0F: 2 clusters Score -1.880178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188697 members 
Mstep: Class 2 contains 188293 members 
Entering Unmasked Estep 
Score: -18546890.000000 Penalty: 4172.991211
	Iteration 0F: 3 clusters Score -1.854689e+07 nChanged 184341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186588 members 
Mstep: Class 2 contains 190402 members 
Entering Unmasked Estep 
Score: -18659062.000000 Penalty: 4172.991211
	Iteration 1F: 3 clusters Score -1.865906e+07 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184780 members 
Mstep: Class 2 contains 192210 members 
Entering Unmasked Estep 
Score: -18661924.000000 Penalty: 4172.991211
	Iteration 2Q: 3 clusters Score -1.866192e+07 nChanged 13946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181846 members 
Mstep: Class 2 contains 195144 members 
Entering Unmasked Estep 
Score: -18666474.000000 Penalty: 4172.991211
	Iteration 3Q: 3 clusters Score -1.866647e+07 nChanged 16334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177802 members 
Mstep: Class 2 contains 199188 members 
Entering Unmasked Estep 
Score: -18672626.000000 Penalty: 4172.991211
	Iteration 4Q: 3 clusters Score -1.867263e+07 nChanged 18583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172801 members 
Mstep: Class 2 contains 204189 members 
Entering Unmasked Estep 
Score: -18680182.000000 Penalty: 4172.991211
	Iteration 5Q: 3 clusters Score -1.868018e+07 nChanged 19783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166930 members 
Mstep: Class 2 contains 210060 members 
Entering Unmasked Estep 
Score: -18687928.000000 Penalty: 4172.991211
	Iteration 6F: 3 clusters Score -1.868793e+07 nChanged 19402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 216694 members 
Entering Unmasked Estep 
Score: -18695216.000000 Penalty: 4172.991211
	Iteration 7F: 3 clusters Score -1.869522e+07 nChanged 17975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152767 members 
Mstep: Class 2 contains 224223 members 
Entering Unmasked Estep 
Score: -18702006.000000 Penalty: 4172.991211
	Iteration 8Q: 3 clusters Score -1.870201e+07 nChanged 16018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144283 members 
Mstep: Class 2 contains 232707 members 
Entering Unmasked Estep 
Score: -18707370.000000 Penalty: 4172.991211
	Iteration 9Q: 3 clusters Score -1.870737e+07 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134694 members 
Mstep: Class 2 contains 242296 members 
Entering Unmasked Estep 
Score: -18711598.000000 Penalty: 4172.991211
	Iteration 10Q: 3 clusters Score -1.87116e+07 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123791 members 
Mstep: Class 2 contains 253199 members 
Entering Unmasked Estep 
Score: -18716244.000000 Penalty: 4172.991211
	Iteration 11Q: 3 clusters Score -1.871624e+07 nChanged 13384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 266029 members 
Entering Unmasked Estep 
Score: -18721408.000000 Penalty: 4172.991211
	Iteration 12Q: 3 clusters Score -1.872141e+07 nChanged 15352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95657 members 
Mstep: Class 2 contains 281333 members 
Entering Unmasked Estep 
Score: -18728398.000000 Penalty: 4172.991211
	Iteration 13Q: 3 clusters Score -1.87284e+07 nChanged 17638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78019 members 
Mstep: Class 2 contains 298971 members 
Entering Unmasked Estep 
Score: -18738556.000000 Penalty: 4172.991211
	Iteration 14Q: 3 clusters Score -1.873856e+07 nChanged 19545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 318516 members 
Entering Unmasked Estep 
Score: -18751938.000000 Penalty: 4172.991211
	Iteration 15F: 3 clusters Score -1.875194e+07 nChanged 19455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 337971 members 
Entering Unmasked Estep 
Score: -18767532.000000 Penalty: 4172.991211
	Iteration 16F: 3 clusters Score -1.876753e+07 nChanged 16737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 354708 members 
Entering Unmasked Estep 
Score: -18781854.000000 Penalty: 4172.991211
	Iteration 17Q: 3 clusters Score -1.878185e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 366112 members 
Entering Unmasked Estep 
Score: -18791996.000000 Penalty: 4172.991211
	Iteration 18Q: 3 clusters Score -1.8792e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 372128 members 
Entering Unmasked Estep 
Score: -18796970.000000 Penalty: 4172.991211
	Iteration 19Q: 3 clusters Score -1.879697e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 374697 members 
Entering Unmasked Estep 
Score: -18798784.000000 Penalty: 4172.991211
	Iteration 20F: 3 clusters Score -1.879878e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 375672 members 
Entering Unmasked Estep 
Score: -18799412.000000 Penalty: 4172.991211
	Iteration 21Q: 3 clusters Score -1.879941e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 376078 members 
Entering Unmasked Estep 
Score: -18799732.000000 Penalty: 4172.991211
	Iteration 22Q: 3 clusters Score -1.879973e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 376263 members 
Entering Unmasked Estep 
Score: -18799862.000000 Penalty: 4172.991211
	Iteration 23Q: 3 clusters Score -1.879986e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 376360 members 
Entering Unmasked Estep 
Score: -18799946.000000 Penalty: 4172.991211
	Iteration 24Q: 3 clusters Score -1.879995e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 376419 members 
Entering Unmasked Estep 
Score: -18799996.000000 Penalty: 4172.991211
	Iteration 25Q: 3 clusters Score -1.88e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 376442 members 
Entering Unmasked Estep 
Score: -18800010.000000 Penalty: 4172.991211
	Iteration 26Q: 3 clusters Score -1.880001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 376449 members 
Entering Unmasked Estep 
Score: -18800024.000000 Penalty: 4172.991211
	Iteration 27Q: 3 clusters Score -1.880002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 376461 members 
Entering Unmasked Estep 
Score: -18800026.000000 Penalty: 4172.991211
	Iteration 28Q: 3 clusters Score -1.880003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 376474 members 
Entering Unmasked Estep 
Score: -18800036.000000 Penalty: 4172.991211
	Iteration 29Q: 3 clusters Score -1.880004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 376480 members 
Entering Unmasked Estep 
Score: -18800056.000000 Penalty: 4172.991211
	Iteration 30Q: 3 clusters Score -1.880006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 376484 members 
Entering Unmasked Estep 
Score: -18800058.000000 Penalty: 4172.991211
	Iteration 31Q: 3 clusters Score -1.880006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 376487 members 
Entering Unmasked Estep 
Score: -18800056.000000 Penalty: 4172.991211
	Iteration 32Q: 3 clusters Score -1.880006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 376489 members 
Entering Unmasked Estep 
Score: -18800048.000000 Penalty: 4172.991211
	Iteration 33Q: 3 clusters Score -1.880005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 376490 members 
Entering Unmasked Estep 
Score: -18800054.000000 Penalty: 4172.991211
	Iteration 34Q: 3 clusters Score -1.880005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 376495 members 
Entering Unmasked Estep 
Score: -18800042.000000 Penalty: 4172.991211
	Iteration 35Q: 3 clusters Score -1.880004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 376498 members 
Entering Unmasked Estep 
Score: -18800046.000000 Penalty: 4172.991211
	Iteration 36Q: 3 clusters Score -1.880005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 376500 members 
Entering Unmasked Estep 
Score: -18800074.000000 Penalty: 4172.991211
	Iteration 37Q: 3 clusters Score -1.880007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 376505 members 
Entering Unmasked Estep 
Score: -18800072.000000 Penalty: 4172.991211
	Iteration 38Q: 3 clusters Score -1.880007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 376511 members 
Entering Unmasked Estep 
Score: -18800078.000000 Penalty: 4172.991211
	Iteration 39Q: 3 clusters Score -1.880008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 376516 members 
Entering Unmasked Estep 
Score: -18800072.000000 Penalty: 4172.991211
	Iteration 40F: 3 clusters Score -1.880007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 376519 members 
Entering Unmasked Estep 
Score: -18800074.000000 Penalty: 4172.991211
	Iteration 41Q: 3 clusters Score -1.880007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 376521 members 
Entering Unmasked Estep 
Score: -18800074.000000 Penalty: 4172.991211
	Iteration 42Q: 3 clusters Score -1.880007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 376522 members 
Entering Unmasked Estep 
Score: -18800082.000000 Penalty: 4172.991211
	Iteration 43Q: 3 clusters Score -1.880008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 376521 members 
Entering Unmasked Estep 
Score: -18800082.000000 Penalty: 4172.991211
	Iteration 44Q: 3 clusters Score -1.880008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 376521 members 
Entering Unmasked Estep 
Score: -18800082.000000 Penalty: 4172.991211
	Iteration 45Q: 3 clusters Score -1.880008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 376523 members 
Entering Unmasked Estep 
Score: -18800090.000000 Penalty: 4172.991211
	Iteration 46Q: 3 clusters Score -1.880009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 376523 members 
Entering Unmasked Estep 
Score: -18800094.000000 Penalty: 4172.991211
	Iteration 47Q: 3 clusters Score -1.880009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 376525 members 
Entering Unmasked Estep 
Score: -18800102.000000 Penalty: 4172.991211
	Iteration 48Q: 3 clusters Score -1.88001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 376526 members 
Entering Unmasked Estep 
Score: -18800092.000000 Penalty: 4172.991211
	Iteration 49Q: 3 clusters Score -1.880009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 376527 members 
Entering Unmasked Estep 
Score: -18800090.000000 Penalty: 4172.991211
	Iteration 50Q: 3 clusters Score -1.880009e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 376527 members 
Entering Unmasked Estep 
Score: -18800090.000000 Penalty: 4172.991211
	Iteration 51F: 3 clusters Score -1.880009e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Entering Unmasked Estep 
Score: -1661102.250000 Penalty: 1688.556396
	Iteration 0F: 2 clusters Score -1661102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1639220.500000 Penalty: 3377.112793
	Iteration 0F: 3 clusters Score -1639220 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1647520.500000 Penalty: 3377.112793
	Iteration 1F: 3 clusters Score -1647520 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1648033.500000 Penalty: 3377.112793
	Iteration 2Q: 3 clusters Score -1648034 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1648658.125000 Penalty: 3377.112793
	Iteration 3Q: 3 clusters Score -1648658 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1649515.500000 Penalty: 3377.112793
	Iteration 4Q: 3 clusters Score -1649516 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1650782.500000 Penalty: 3377.112793
	Iteration 5F: 3 clusters Score -1650782 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -1652451.000000 Penalty: 3377.112793
	Iteration 6F: 3 clusters Score -1652451 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -1654279.500000 Penalty: 3377.112793
	Iteration 7F: 3 clusters Score -1654280 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -1655792.625000 Penalty: 3377.112793
	Iteration 8F: 3 clusters Score -1655793 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -1656822.500000 Penalty: 3377.112793
	Iteration 9Q: 3 clusters Score -1656822 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -1657421.000000 Penalty: 3377.112793
	Iteration 10Q: 3 clusters Score -1657421 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -1657771.375000 Penalty: 3377.112793
	Iteration 11Q: 3 clusters Score -1657771 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -1658004.000000 Penalty: 3377.112793
	Iteration 12Q: 3 clusters Score -1658004 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -1658185.125000 Penalty: 3377.112793
	Iteration 13Q: 3 clusters Score -1658185 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -1658340.875000 Penalty: 3377.112793
	Iteration 14Q: 3 clusters Score -1658341 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -1658496.000000 Penalty: 3377.112793
	Iteration 15Q: 3 clusters Score -1658496 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -1658640.875000 Penalty: 3377.112793
	Iteration 16Q: 3 clusters Score -1658641 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -1658783.875000 Penalty: 3377.112793
	Iteration 17Q: 3 clusters Score -1658784 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -1658894.000000 Penalty: 3377.112793
	Iteration 18Q: 3 clusters Score -1658894 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -1658980.375000 Penalty: 3377.112793
	Iteration 19Q: 3 clusters Score -1658980 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -1659066.250000 Penalty: 3377.112793
	Iteration 20F: 3 clusters Score -1659066 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -1659149.000000 Penalty: 3377.112793
	Iteration 21Q: 3 clusters Score -1659149 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -1659215.000000 Penalty: 3377.112793
	Iteration 22Q: 3 clusters Score -1659215 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -1659287.750000 Penalty: 3377.112793
	Iteration 23Q: 3 clusters Score -1659288 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -1659345.750000 Penalty: 3377.112793
	Iteration 24Q: 3 clusters Score -1659346 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -1659403.625000 Penalty: 3377.112793
	Iteration 25Q: 3 clusters Score -1659404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -1659447.000000 Penalty: 3377.112793
	Iteration 26Q: 3 clusters Score -1659447 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -1659483.500000 Penalty: 3377.112793
	Iteration 27Q: 3 clusters Score -1659484 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -1659501.125000 Penalty: 3377.112793
	Iteration 28Q: 3 clusters Score -1659501 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -1659518.500000 Penalty: 3377.112793
	Iteration 29Q: 3 clusters Score -1659518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -1659546.625000 Penalty: 3377.112793
	Iteration 30Q: 3 clusters Score -1659547 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -1659565.750000 Penalty: 3377.112793
	Iteration 31Q: 3 clusters Score -1659566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -1659585.000000 Penalty: 3377.112793
	Iteration 32Q: 3 clusters Score -1659585 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -1659604.125000 Penalty: 3377.112793
	Iteration 33Q: 3 clusters Score -1659604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -1659610.250000 Penalty: 3377.112793
	Iteration 34Q: 3 clusters Score -1659610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -1659619.875000 Penalty: 3377.112793
	Iteration 35Q: 3 clusters Score -1659620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -1659626.500000 Penalty: 3377.112793
	Iteration 36Q: 3 clusters Score -1659626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -1659637.625000 Penalty: 3377.112793
	Iteration 37Q: 3 clusters Score -1659638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -1659646.125000 Penalty: 3377.112793
	Iteration 38Q: 3 clusters Score -1659646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -1659659.625000 Penalty: 3377.112793
	Iteration 39Q: 3 clusters Score -1659660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -1659677.250000 Penalty: 3377.112793
	Iteration 40F: 3 clusters Score -1659677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -1659687.500000 Penalty: 3377.112793
	Iteration 41Q: 3 clusters Score -1659688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -1659693.000000 Penalty: 3377.112793
	Iteration 42Q: 3 clusters Score -1659693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -1659702.625000 Penalty: 3377.112793
	Iteration 43Q: 3 clusters Score -1659703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -1659708.250000 Penalty: 3377.112793
	Iteration 44Q: 3 clusters Score -1659708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -1659714.500000 Penalty: 3377.112793
	Iteration 45Q: 3 clusters Score -1659714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -1659720.625000 Penalty: 3377.112793
	Iteration 46Q: 3 clusters Score -1659721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -1659720.250000 Penalty: 3377.112793
	Iteration 47Q: 3 clusters Score -1659720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -1659723.000000 Penalty: 3377.112793
	Iteration 48Q: 3 clusters Score -1659723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -1659725.625000 Penalty: 3377.112793
	Iteration 49Q: 3 clusters Score -1659726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -1659729.750000 Penalty: 3377.112793
	Iteration 50Q: 3 clusters Score -1659730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -1659738.250000 Penalty: 3377.112793
	Iteration 51Q: 3 clusters Score -1659738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -1659741.250000 Penalty: 3377.112793
	Iteration 52Q: 3 clusters Score -1659741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -1659750.750000 Penalty: 3377.112793
	Iteration 53Q: 3 clusters Score -1659751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -1659750.750000 Penalty: 3377.112793
	Iteration 54Q: 3 clusters Score -1659751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -1659754.000000 Penalty: 3377.112793
	Iteration 55Q: 3 clusters Score -1659754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -1659751.625000 Penalty: 3377.112793
	Iteration 56Q: 3 clusters Score -1659752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -1659751.750000 Penalty: 3377.112793
	Iteration 57Q: 3 clusters Score -1659752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -1659751.750000 Penalty: 3377.112793
	Iteration 58F: 3 clusters Score -1659752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -103102.382812 Penalty: 1247.652832
	Iteration 0F: 2 clusters Score -103102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -100898.101562 Penalty: 2495.305664
	Iteration 0F: 3 clusters Score -100898.1 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -101356.445312 Penalty: 2495.305664
	Iteration 1F: 3 clusters Score -101356.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -101464.039062 Penalty: 2495.305664
	Iteration 2F: 3 clusters Score -101464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -101518.296875 Penalty: 2495.305664
	Iteration 3Q: 3 clusters Score -101518.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -101558.078125 Penalty: 2495.305664
	Iteration 4Q: 3 clusters Score -101558.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -101591.148438 Penalty: 2495.305664
	Iteration 5Q: 3 clusters Score -101591.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -101614.625000 Penalty: 2495.305664
	Iteration 6Q: 3 clusters Score -101614.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -101628.546875 Penalty: 2495.305664
	Iteration 7Q: 3 clusters Score -101628.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -101635.960938 Penalty: 2495.305664
	Iteration 8Q: 3 clusters Score -101636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -101644.703125 Penalty: 2495.305664
	Iteration 9Q: 3 clusters Score -101644.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -101651.687500 Penalty: 2495.305664
	Iteration 10Q: 3 clusters Score -101651.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -101657.257812 Penalty: 2495.305664
	Iteration 11Q: 3 clusters Score -101657.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -101662.976562 Penalty: 2495.305664
	Iteration 12Q: 3 clusters Score -101663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -101667.945312 Penalty: 2495.305664
	Iteration 13Q: 3 clusters Score -101667.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -101671.203125 Penalty: 2495.305664
	Iteration 14Q: 3 clusters Score -101671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -101672.898438 Penalty: 2495.305664
	Iteration 15Q: 3 clusters Score -101672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -101673.609375 Penalty: 2495.305664
	Iteration 16Q: 3 clusters Score -101673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -101674.578125 Penalty: 2495.305664
	Iteration 17Q: 3 clusters Score -101674.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -101676.132812 Penalty: 2495.305664
	Iteration 18Q: 3 clusters Score -101676.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -101678.664062 Penalty: 2495.305664
	Iteration 19Q: 3 clusters Score -101678.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -101680.812500 Penalty: 2495.305664
	Iteration 20F: 3 clusters Score -101680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -101683.593750 Penalty: 2495.305664
	Iteration 21Q: 3 clusters Score -101683.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -101684.859375 Penalty: 2495.305664
	Iteration 22Q: 3 clusters Score -101684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -101688.757812 Penalty: 2495.305664
	Iteration 23Q: 3 clusters Score -101688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -101690.226562 Penalty: 2495.305664
	Iteration 24Q: 3 clusters Score -101690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -101691.421875 Penalty: 2495.305664
	Iteration 25Q: 3 clusters Score -101691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -101691.921875 Penalty: 2495.305664
	Iteration 26Q: 3 clusters Score -101691.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -101691.921875 Penalty: 2495.305664
	Iteration 27F: 3 clusters Score -101691.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -162791.250000 Penalty: 1310.042847
	Iteration 0F: 2 clusters Score -162791.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -159938.390625 Penalty: 2620.085693
	Iteration 0F: 3 clusters Score -159938.4 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -160652.328125 Penalty: 2620.085693
	Iteration 1F: 3 clusters Score -160652.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -160773.625000 Penalty: 2620.085693
	Iteration 2F: 3 clusters Score -160773.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -160835.218750 Penalty: 2620.085693
	Iteration 3Q: 3 clusters Score -160835.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -160869.156250 Penalty: 2620.085693
	Iteration 4Q: 3 clusters Score -160869.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -160894.718750 Penalty: 2620.085693
	Iteration 5Q: 3 clusters Score -160894.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -160919.906250 Penalty: 2620.085693
	Iteration 6Q: 3 clusters Score -160919.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -160944.359375 Penalty: 2620.085693
	Iteration 7Q: 3 clusters Score -160944.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -160967.343750 Penalty: 2620.085693
	Iteration 8Q: 3 clusters Score -160967.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -160986.296875 Penalty: 2620.085693
	Iteration 9Q: 3 clusters Score -160986.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -161003.015625 Penalty: 2620.085693
	Iteration 10Q: 3 clusters Score -161003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -161020.968750 Penalty: 2620.085693
	Iteration 11Q: 3 clusters Score -161021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -161044.140625 Penalty: 2620.085693
	Iteration 12Q: 3 clusters Score -161044.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -161068.578125 Penalty: 2620.085693
	Iteration 13Q: 3 clusters Score -161068.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -161088.343750 Penalty: 2620.085693
	Iteration 14Q: 3 clusters Score -161088.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -161113.437500 Penalty: 2620.085693
	Iteration 15Q: 3 clusters Score -161113.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -161136.296875 Penalty: 2620.085693
	Iteration 16Q: 3 clusters Score -161136.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161161.187500 Penalty: 2620.085693
	Iteration 17Q: 3 clusters Score -161161.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -161186.875000 Penalty: 2620.085693
	Iteration 18Q: 3 clusters Score -161186.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -161215.281250 Penalty: 2620.085693
	Iteration 19Q: 3 clusters Score -161215.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -161240.421875 Penalty: 2620.085693
	Iteration 20F: 3 clusters Score -161240.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -161260.562500 Penalty: 2620.085693
	Iteration 21Q: 3 clusters Score -161260.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -161284.390625 Penalty: 2620.085693
	Iteration 22Q: 3 clusters Score -161284.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -161313.578125 Penalty: 2620.085693
	Iteration 23Q: 3 clusters Score -161313.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161335.250000 Penalty: 2620.085693
	Iteration 24Q: 3 clusters Score -161335.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -161359.812500 Penalty: 2620.085693
	Iteration 25Q: 3 clusters Score -161359.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161380.890625 Penalty: 2620.085693
	Iteration 26Q: 3 clusters Score -161380.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161397.984375 Penalty: 2620.085693
	Iteration 27Q: 3 clusters Score -161398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161409.515625 Penalty: 2620.085693
	Iteration 28Q: 3 clusters Score -161409.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -161420.750000 Penalty: 2620.085693
	Iteration 29Q: 3 clusters Score -161420.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -161427.984375 Penalty: 2620.085693
	Iteration 30Q: 3 clusters Score -161428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -161436.546875 Penalty: 2620.085693
	Iteration 31Q: 3 clusters Score -161436.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -161443.937500 Penalty: 2620.085693
	Iteration 32Q: 3 clusters Score -161443.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -161453.781250 Penalty: 2620.085693
	Iteration 33Q: 3 clusters Score -161453.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -161467.546875 Penalty: 2620.085693
	Iteration 34Q: 3 clusters Score -161467.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -161482.640625 Penalty: 2620.085693
	Iteration 35Q: 3 clusters Score -161482.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -161494.218750 Penalty: 2620.085693
	Iteration 36Q: 3 clusters Score -161494.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -161509.531250 Penalty: 2620.085693
	Iteration 37Q: 3 clusters Score -161509.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -161521.406250 Penalty: 2620.085693
	Iteration 38Q: 3 clusters Score -161521.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -161530.468750 Penalty: 2620.085693
	Iteration 39Q: 3 clusters Score -161530.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -161536.890625 Penalty: 2620.085693
	Iteration 40F: 3 clusters Score -161536.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -161543.593750 Penalty: 2620.085693
	Iteration 41Q: 3 clusters Score -161543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -161548.484375 Penalty: 2620.085693
	Iteration 42Q: 3 clusters Score -161548.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -161552.656250 Penalty: 2620.085693
	Iteration 43Q: 3 clusters Score -161552.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -161556.781250 Penalty: 2620.085693
	Iteration 44Q: 3 clusters Score -161556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -161558.250000 Penalty: 2620.085693
	Iteration 45Q: 3 clusters Score -161558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -161562.968750 Penalty: 2620.085693
	Iteration 46Q: 3 clusters Score -161563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -161567.406250 Penalty: 2620.085693
	Iteration 47Q: 3 clusters Score -161567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -161575.656250 Penalty: 2620.085693
	Iteration 48Q: 3 clusters Score -161575.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -161582.312500 Penalty: 2620.085693
	Iteration 49Q: 3 clusters Score -161582.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -161588.234375 Penalty: 2620.085693
	Iteration 50Q: 3 clusters Score -161588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -161592.703125 Penalty: 2620.085693
	Iteration 51Q: 3 clusters Score -161592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -161593.921875 Penalty: 2620.085693
	Iteration 52Q: 3 clusters Score -161593.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -161597.156250 Penalty: 2620.085693
	Iteration 53Q: 3 clusters Score -161597.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -161605.390625 Penalty: 2620.085693
	Iteration 54Q: 3 clusters Score -161605.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -161617.312500 Penalty: 2620.085693
	Iteration 55Q: 3 clusters Score -161617.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -161625.015625 Penalty: 2620.085693
	Iteration 56Q: 3 clusters Score -161625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -161634.609375 Penalty: 2620.085693
	Iteration 57Q: 3 clusters Score -161634.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -161647.531250 Penalty: 2620.085693
	Iteration 58Q: 3 clusters Score -161647.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -161651.937500 Penalty: 2620.085693
	Iteration 59Q: 3 clusters Score -161651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -161653.343750 Penalty: 2620.085693
	Iteration 60F: 3 clusters Score -161653.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Entering Unmasked Estep 
Score: -2408386.000000 Penalty: 1752.878662
	Iteration 0F: 2 clusters Score -2408386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -2375807.500000 Penalty: 3505.757324
	Iteration 0F: 3 clusters Score -2375808 nChanged 22822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -2389611.500000 Penalty: 3505.757324
	Iteration 1F: 3 clusters Score -2389612 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -2390719.500000 Penalty: 3505.757324
	Iteration 2F: 3 clusters Score -2390720 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -2392123.500000 Penalty: 3505.757324
	Iteration 3F: 3 clusters Score -2392124 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -2393794.000000 Penalty: 3505.757324
	Iteration 4F: 3 clusters Score -2393794 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -2395641.250000 Penalty: 3505.757324
	Iteration 5F: 3 clusters Score -2395641 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -2397716.250000 Penalty: 3505.757324
	Iteration 6F: 3 clusters Score -2397716 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -2399598.750000 Penalty: 3505.757324
	Iteration 7F: 3 clusters Score -2399599 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -2400835.000000 Penalty: 3505.757324
	Iteration 8Q: 3 clusters Score -2400835 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -2401519.500000 Penalty: 3505.757324
	Iteration 9Q: 3 clusters Score -2401520 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -2401997.500000 Penalty: 3505.757324
	Iteration 10Q: 3 clusters Score -2401998 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -2402489.000000 Penalty: 3505.757324
	Iteration 11Q: 3 clusters Score -2402489 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -2403033.500000 Penalty: 3505.757324
	Iteration 12Q: 3 clusters Score -2403034 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -2403541.750000 Penalty: 3505.757324
	Iteration 13Q: 3 clusters Score -2403542 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -2404107.750000 Penalty: 3505.757324
	Iteration 14Q: 3 clusters Score -2404108 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -2404670.000000 Penalty: 3505.757324
	Iteration 15Q: 3 clusters Score -2404670 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -2405219.750000 Penalty: 3505.757324
	Iteration 16Q: 3 clusters Score -2405220 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -2405729.750000 Penalty: 3505.757324
	Iteration 17Q: 3 clusters Score -2405730 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -2406191.750000 Penalty: 3505.757324
	Iteration 18Q: 3 clusters Score -2406192 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -2406595.250000 Penalty: 3505.757324
	Iteration 19Q: 3 clusters Score -2406595 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -2406863.250000 Penalty: 3505.757324
	Iteration 20F: 3 clusters Score -2406863 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -2407081.750000 Penalty: 3505.757324
	Iteration 21Q: 3 clusters Score -2407082 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -2407222.250000 Penalty: 3505.757324
	Iteration 22Q: 3 clusters Score -2407222 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -2407362.500000 Penalty: 3505.757324
	Iteration 23Q: 3 clusters Score -2407362 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -2407454.750000 Penalty: 3505.757324
	Iteration 24Q: 3 clusters Score -2407455 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -2407540.500000 Penalty: 3505.757324
	Iteration 25Q: 3 clusters Score -2407540 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -2407601.500000 Penalty: 3505.757324
	Iteration 26Q: 3 clusters Score -2407602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -2407645.500000 Penalty: 3505.757324
	Iteration 27Q: 3 clusters Score -2407646 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -2407673.500000 Penalty: 3505.757324
	Iteration 28Q: 3 clusters Score -2407674 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -2407690.000000 Penalty: 3505.757324
	Iteration 29Q: 3 clusters Score -2407690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -2407709.000000 Penalty: 3505.757324
	Iteration 30Q: 3 clusters Score -2407709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -2407711.500000 Penalty: 3505.757324
	Iteration 31Q: 3 clusters Score -2407712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -2407718.000000 Penalty: 3505.757324
	Iteration 32Q: 3 clusters Score -2407718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -2407719.250000 Penalty: 3505.757324
	Iteration 33Q: 3 clusters Score -2407719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -2407721.250000 Penalty: 3505.757324
	Iteration 34Q: 3 clusters Score -2407721 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -2407723.500000 Penalty: 3505.757324
	Iteration 35Q: 3 clusters Score -2407724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -2407732.500000 Penalty: 3505.757324
	Iteration 36Q: 3 clusters Score -2407732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -2407738.500000 Penalty: 3505.757324
	Iteration 37Q: 3 clusters Score -2407738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -2407744.250000 Penalty: 3505.757324
	Iteration 38Q: 3 clusters Score -2407744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -2407745.250000 Penalty: 3505.757324
	Iteration 39Q: 3 clusters Score -2407745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -2407748.750000 Penalty: 3505.757324
	Iteration 40F: 3 clusters Score -2407749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -2407751.000000 Penalty: 3505.757324
	Iteration 41Q: 3 clusters Score -2407751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -2407752.250000 Penalty: 3505.757324
	Iteration 42Q: 3 clusters Score -2407752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -2407756.250000 Penalty: 3505.757324
	Iteration 43Q: 3 clusters Score -2407756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -2407756.750000 Penalty: 3505.757324
	Iteration 44Q: 3 clusters Score -2407757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -2407758.750000 Penalty: 3505.757324
	Iteration 45Q: 3 clusters Score -2407759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -2407762.500000 Penalty: 3505.757324
	Iteration 46Q: 3 clusters Score -2407762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -2407766.250000 Penalty: 3505.757324
	Iteration 47Q: 3 clusters Score -2407766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -2407766.750000 Penalty: 3505.757324
	Iteration 48Q: 3 clusters Score -2407767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -2407768.750000 Penalty: 3505.757324
	Iteration 49Q: 3 clusters Score -2407769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -2407765.000000 Penalty: 3505.757324
	Iteration 50Q: 3 clusters Score -2407765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -2407761.500000 Penalty: 3505.757324
	Iteration 51Q: 3 clusters Score -2407762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -2407764.250000 Penalty: 3505.757324
	Iteration 52Q: 3 clusters Score -2407764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -2407766.750000 Penalty: 3505.757324
	Iteration 53Q: 3 clusters Score -2407767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -2407762.000000 Penalty: 3505.757324
	Iteration 54Q: 3 clusters Score -2407762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -2407763.250000 Penalty: 3505.757324
	Iteration 55Q: 3 clusters Score -2407763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -2407764.250000 Penalty: 3505.757324
	Iteration 56Q: 3 clusters Score -2407764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -2407763.000000 Penalty: 3505.757324
	Iteration 57Q: 3 clusters Score -2407763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -2407767.500000 Penalty: 3505.757324
	Iteration 58Q: 3 clusters Score -2407768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -2407765.750000 Penalty: 3505.757324
	Iteration 59Q: 3 clusters Score -2407766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -2407766.500000 Penalty: 3505.757324
	Iteration 60F: 3 clusters Score -2407766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -2407767.250000 Penalty: 3505.757324
	Iteration 61Q: 3 clusters Score -2407767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -2407764.750000 Penalty: 3505.757324
	Iteration 62Q: 3 clusters Score -2407765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -2407765.500000 Penalty: 3505.757324
	Iteration 63Q: 3 clusters Score -2407766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -2407767.000000 Penalty: 3505.757324
	Iteration 64Q: 3 clusters Score -2407767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -2407772.000000 Penalty: 3505.757324
	Iteration 65Q: 3 clusters Score -2407772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -2407772.000000 Penalty: 3505.757324
	Iteration 66F: 3 clusters Score -2407772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Entering Unmasked Estep 
Score: -480381.156250 Penalty: 1485.915161
	Iteration 0F: 2 clusters Score -480381.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -473597.125000 Penalty: 2971.830322
	Iteration 0F: 3 clusters Score -473597.1 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -475731.843750 Penalty: 2971.830322
	Iteration 1F: 3 clusters Score -475731.8 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -475959.906250 Penalty: 2971.830322
	Iteration 2F: 3 clusters Score -475959.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -476157.156250 Penalty: 2971.830322
	Iteration 3Q: 3 clusters Score -476157.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -476354.156250 Penalty: 2971.830322
	Iteration 4Q: 3 clusters Score -476354.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -476555.125000 Penalty: 2971.830322
	Iteration 5Q: 3 clusters Score -476555.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -476809.531250 Penalty: 2971.830322
	Iteration 6Q: 3 clusters Score -476809.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -477128.968750 Penalty: 2971.830322
	Iteration 7F: 3 clusters Score -477129 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -477510.843750 Penalty: 2971.830322
	Iteration 8F: 3 clusters Score -477510.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -477890.375000 Penalty: 2971.830322
	Iteration 9F: 3 clusters Score -477890.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -478210.906250 Penalty: 2971.830322
	Iteration 10Q: 3 clusters Score -478210.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -478419.531250 Penalty: 2971.830322
	Iteration 11Q: 3 clusters Score -478419.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -478539.500000 Penalty: 2971.830322
	Iteration 12Q: 3 clusters Score -478539.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -478629.375000 Penalty: 2971.830322
	Iteration 13Q: 3 clusters Score -478629.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -478694.250000 Penalty: 2971.830322
	Iteration 14Q: 3 clusters Score -478694.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -478752.281250 Penalty: 2971.830322
	Iteration 15Q: 3 clusters Score -478752.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -478793.593750 Penalty: 2971.830322
	Iteration 16Q: 3 clusters Score -478793.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -478836.375000 Penalty: 2971.830322
	Iteration 17Q: 3 clusters Score -478836.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -478861.062500 Penalty: 2971.830322
	Iteration 18Q: 3 clusters Score -478861.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -478883.718750 Penalty: 2971.830322
	Iteration 19Q: 3 clusters Score -478883.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -478907.937500 Penalty: 2971.830322
	Iteration 20F: 3 clusters Score -478907.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -478925.062500 Penalty: 2971.830322
	Iteration 21Q: 3 clusters Score -478925.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -478944.937500 Penalty: 2971.830322
	Iteration 22Q: 3 clusters Score -478944.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -478958.687500 Penalty: 2971.830322
	Iteration 23Q: 3 clusters Score -478958.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -478971.031250 Penalty: 2971.830322
	Iteration 24Q: 3 clusters Score -478971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -478980.843750 Penalty: 2971.830322
	Iteration 25Q: 3 clusters Score -478980.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -478985.656250 Penalty: 2971.830322
	Iteration 26Q: 3 clusters Score -478985.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -478988.593750 Penalty: 2971.830322
	Iteration 27Q: 3 clusters Score -478988.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -478990.437500 Penalty: 2971.830322
	Iteration 28Q: 3 clusters Score -478990.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -478993.875000 Penalty: 2971.830322
	Iteration 29Q: 3 clusters Score -478993.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -478993.812500 Penalty: 2971.830322
	Iteration 30Q: 3 clusters Score -478993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -478993.500000 Penalty: 2971.830322
	Iteration 31Q: 3 clusters Score -478993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -478995.750000 Penalty: 2971.830322
	Iteration 32Q: 3 clusters Score -478995.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -478995.781250 Penalty: 2971.830322
	Iteration 33Q: 3 clusters Score -478995.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -478997.375000 Penalty: 2971.830322
	Iteration 34Q: 3 clusters Score -478997.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -479001.750000 Penalty: 2971.830322
	Iteration 35Q: 3 clusters Score -479001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -479001.843750 Penalty: 2971.830322
	Iteration 36Q: 3 clusters Score -479001.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -479003.937500 Penalty: 2971.830322
	Iteration 37Q: 3 clusters Score -479003.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -479005.281250 Penalty: 2971.830322
	Iteration 38Q: 3 clusters Score -479005.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -479008.187500 Penalty: 2971.830322
	Iteration 39Q: 3 clusters Score -479008.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -479010.812500 Penalty: 2971.830322
	Iteration 40F: 3 clusters Score -479010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -479012.125000 Penalty: 2971.830322
	Iteration 41Q: 3 clusters Score -479012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -479014.281250 Penalty: 2971.830322
	Iteration 42Q: 3 clusters Score -479014.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -479017.531250 Penalty: 2971.830322
	Iteration 43Q: 3 clusters Score -479017.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -479020.031250 Penalty: 2971.830322
	Iteration 44Q: 3 clusters Score -479020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -479022.062500 Penalty: 2971.830322
	Iteration 45Q: 3 clusters Score -479022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -479021.968750 Penalty: 2971.830322
	Iteration 46Q: 3 clusters Score -479022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -479022.750000 Penalty: 2971.830322
	Iteration 47Q: 3 clusters Score -479022.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -479022.500000 Penalty: 2971.830322
	Iteration 48Q: 3 clusters Score -479022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -479022.500000 Penalty: 2971.830322
	Iteration 49F: 3 clusters Score -479022.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10757 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36206 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5783 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 17 contains 376990 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 2160 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48385 members 
Mstep: Class 23 contains 9359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199122.000000 Penalty: 41003.015625
Iteration 279Q: 20 clusters Score -2.819912e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10759 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36200 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 13 contains 12409 members 
Mstep: Class 14 contains 5778 members 
Mstep: Class 15 contains 2864 members 
Mstep: Class 17 contains 376975 members 
Mstep: Class 18 contains 32570 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48419 members 
Mstep: Class 23 contains 9355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199108.000000 Penalty: 41003.015625
Iteration 280F: 20 clusters Score -2.819911e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 10761 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36198 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 2854 members 
Mstep: Class 17 contains 376955 members 
Mstep: Class 18 contains 32570 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 9349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199114.000000 Penalty: 41003.015625
Iteration 281Q: 20 clusters Score -2.819911e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36198 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9486 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5772 members 
Mstep: Class 15 contains 2842 members 
Mstep: Class 17 contains 376943 members 
Mstep: Class 18 contains 32569 members 
Mstep: Class 19 contains 2161 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48490 members 
Mstep: Class 23 contains 9342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199084.000000 Penalty: 41003.015625
Iteration 282Q: 20 clusters Score -2.819908e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36204 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9487 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5771 members 
Mstep: Class 15 contains 2838 members 
Mstep: Class 17 contains 376935 members 
Mstep: Class 18 contains 32568 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48506 members 
Mstep: Class 23 contains 9331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199084.000000 Penalty: 41003.015625
Iteration 283Q: 20 clusters Score -2.819908e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36203 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5768 members 
Mstep: Class 15 contains 2833 members 
Mstep: Class 17 contains 376929 members 
Mstep: Class 18 contains 32567 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48526 members 
Mstep: Class 23 contains 9327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199092.000000 Penalty: 41003.015625
Iteration 284Q: 20 clusters Score -2.819909e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10761 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36205 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5764 members 
Mstep: Class 15 contains 2827 members 
Mstep: Class 17 contains 376927 members 
Mstep: Class 18 contains 32567 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48543 members 
Mstep: Class 23 contains 9322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199122.000000 Penalty: 41003.015625
Iteration 285Q: 20 clusters Score -2.819912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10762 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36207 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 17 contains 376920 members 
Mstep: Class 18 contains 32567 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48559 members 
Mstep: Class 23 contains 9317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199108.000000 Penalty: 41003.015625
Iteration 286Q: 20 clusters Score -2.819911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10762 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36207 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 17 contains 376911 members 
Mstep: Class 18 contains 32566 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48574 members 
Mstep: Class 23 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199098.000000 Penalty: 41003.015625
Iteration 287Q: 20 clusters Score -2.81991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 10761 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36206 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 2816 members 
Mstep: Class 17 contains 376908 members 
Mstep: Class 18 contains 32565 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48585 members 
Mstep: Class 23 contains 9312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199084.000000 Penalty: 41003.015625
Iteration 288Q: 20 clusters Score -2.819908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10761 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36205 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2533 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 2813 members 
Mstep: Class 17 contains 376906 members 
Mstep: Class 18 contains 32565 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48588 members 
Mstep: Class 23 contains 9313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199076.000000 Penalty: 41003.015625
Iteration 289Q: 20 clusters Score -2.819908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10762 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36204 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5762 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 17 contains 376904 members 
Mstep: Class 18 contains 32565 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48592 members 
Mstep: Class 23 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199086.000000 Penalty: 41003.015625
Iteration 290Q: 20 clusters Score -2.819909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10762 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36204 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5763 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376905 members 
Mstep: Class 18 contains 32565 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48594 members 
Mstep: Class 23 contains 9313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199074.000000 Penalty: 41003.015625
Iteration 291Q: 20 clusters Score -2.819907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10762 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36204 members 
Mstep: Class 6 contains 16618 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9488 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5761 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376906 members 
Mstep: Class 18 contains 32565 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48596 members 
Mstep: Class 23 contains 9313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199076.000000 Penalty: 41003.015625
Iteration 292Q: 20 clusters Score -2.819908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36203 members 
Mstep: Class 6 contains 16618 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9489 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5759 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376905 members 
Mstep: Class 18 contains 32565 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48600 members 
Mstep: Class 23 contains 9312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199076.000000 Penalty: 41003.015625
Iteration 293Q: 20 clusters Score -2.819908e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2193 members 
Mstep: Class 5 contains 36203 members 
Mstep: Class 6 contains 16619 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9489 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376902 members 
Mstep: Class 18 contains 32565 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48604 members 
Mstep: Class 23 contains 9311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199054.000000 Penalty: 41003.015625
Iteration 294Q: 20 clusters Score -2.819905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36203 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9490 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376901 members 
Mstep: Class 18 contains 32564 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48607 members 
Mstep: Class 23 contains 9309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199040.000000 Penalty: 41003.015625
Iteration 295Q: 20 clusters Score -2.819904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36204 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376898 members 
Mstep: Class 18 contains 32562 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48611 members 
Mstep: Class 23 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199060.000000 Penalty: 41003.015625
Iteration 296Q: 20 clusters Score -2.819906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36203 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376898 members 
Mstep: Class 18 contains 32560 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48612 members 
Mstep: Class 23 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199062.000000 Penalty: 41003.015625
Iteration 297Q: 20 clusters Score -2.819906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36202 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376899 members 
Mstep: Class 18 contains 32560 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48613 members 
Mstep: Class 23 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199062.000000 Penalty: 41003.015625
Iteration 298Q: 20 clusters Score -2.819906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36200 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376901 members 
Mstep: Class 18 contains 32558 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48615 members 
Mstep: Class 23 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199052.000000 Penalty: 41003.015625
Iteration 299Q: 20 clusters Score -2.819905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36199 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376903 members 
Mstep: Class 18 contains 32557 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48615 members 
Mstep: Class 23 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199066.000000 Penalty: 41003.015625
Iteration 300F: 20 clusters Score -2.819907e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36195 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12410 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376905 members 
Mstep: Class 18 contains 32556 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48618 members 
Mstep: Class 23 contains 9308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199048.000000 Penalty: 41003.015625
Iteration 301Q: 20 clusters Score -2.819905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36192 members 
Mstep: Class 6 contains 16616 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376907 members 
Mstep: Class 18 contains 32553 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48621 members 
Mstep: Class 23 contains 9307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199050.000000 Penalty: 41003.015625
Iteration 302Q: 20 clusters Score -2.819905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10765 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36191 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376907 members 
Mstep: Class 18 contains 32552 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48622 members 
Mstep: Class 23 contains 9306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199050.000000 Penalty: 41003.015625
Iteration 303Q: 20 clusters Score -2.819905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10765 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36191 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376908 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48625 members 
Mstep: Class 23 contains 9304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199054.000000 Penalty: 41003.015625
Iteration 304Q: 20 clusters Score -2.819905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10765 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36191 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5758 members 
Mstep: Class 15 contains 2810 members 
Mstep: Class 17 contains 376908 members 
Mstep: Class 18 contains 32549 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48629 members 
Mstep: Class 23 contains 9301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199030.000000 Penalty: 41003.015625
Iteration 305Q: 20 clusters Score -2.819903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10765 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36189 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5757 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 17 contains 376909 members 
Mstep: Class 18 contains 32548 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48635 members 
Mstep: Class 23 contains 9299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199030.000000 Penalty: 41003.015625
Iteration 306Q: 20 clusters Score -2.819903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10765 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36187 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5756 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 17 contains 376909 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48643 members 
Mstep: Class 23 contains 9296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199028.000000 Penalty: 41003.015625
Iteration 307Q: 20 clusters Score -2.819903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10765 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36186 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5756 members 
Mstep: Class 15 contains 2806 members 
Mstep: Class 17 contains 376905 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48653 members 
Mstep: Class 23 contains 9293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199048.000000 Penalty: 41003.015625
Iteration 308Q: 20 clusters Score -2.819905e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36187 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5756 members 
Mstep: Class 15 contains 2802 members 
Mstep: Class 17 contains 376905 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48660 members 
Mstep: Class 23 contains 9290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199068.000000 Penalty: 41003.015625
Iteration 309Q: 20 clusters Score -2.819907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36186 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5756 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 17 contains 376900 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48672 members 
Mstep: Class 23 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199066.000000 Penalty: 41003.015625
Iteration 310Q: 20 clusters Score -2.819907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36183 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5755 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 17 contains 376897 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48679 members 
Mstep: Class 23 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199056.000000 Penalty: 41003.015625
Iteration 311Q: 20 clusters Score -2.819906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36183 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5755 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 17 contains 376895 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48686 members 
Mstep: Class 23 contains 9285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199054.000000 Penalty: 41003.015625
Iteration 312Q: 20 clusters Score -2.819905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5755 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 17 contains 376893 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48692 members 
Mstep: Class 23 contains 9283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199056.000000 Penalty: 41003.015625
Iteration 313Q: 20 clusters Score -2.819906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 17 contains 376894 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48694 members 
Mstep: Class 23 contains 9281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199040.000000 Penalty: 41003.015625
Iteration 314Q: 20 clusters Score -2.819904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 17 contains 376895 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48693 members 
Mstep: Class 23 contains 9281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199044.000000 Penalty: 41003.015625
Iteration 315Q: 20 clusters Score -2.819904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 2531 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 17 contains 376895 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48693 members 
Mstep: Class 23 contains 9281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28199044.000000 Penalty: 41003.015625
Iteration 316F: 20 clusters Score -2.819904e+07 nChanged 0
Entering ConstructFrom: 
Score: -28199044.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (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: -64996.019531 Penalty: 1188.723022
	Iteration 0F: 2 clusters Score -64996.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -63286.050781 Penalty: 2377.446045
	Iteration 0F: 3 clusters Score -63286.05 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -63751.820312 Penalty: 2377.446045
	Iteration 1F: 3 clusters Score -63751.82 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -63935.953125 Penalty: 2377.446045
	Iteration 2F: 3 clusters Score -63935.95 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -64107.027344 Penalty: 2377.446045
	Iteration 3F: 3 clusters Score -64107.03 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -64194.617188 Penalty: 2377.446045
	Iteration 4Q: 3 clusters Score -64194.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -64266.851562 Penalty: 2377.446045
	Iteration 5Q: 3 clusters Score -64266.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -64324.062500 Penalty: 2377.446045
	Iteration 6Q: 3 clusters Score -64324.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -64377.246094 Penalty: 2377.446045
	Iteration 7Q: 3 clusters Score -64377.25 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -64450.656250 Penalty: 2377.446045
	Iteration 8Q: 3 clusters Score -64450.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -64563.675781 Penalty: 2377.446045
	Iteration 9Q: 3 clusters Score -64563.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -64645.390625 Penalty: 2377.446045
	Iteration 10Q: 3 clusters Score -64645.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -64739.207031 Penalty: 2377.446045
	Iteration 11Q: 3 clusters Score -64739.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -64830.238281 Penalty: 2377.446045
	Iteration 12Q: 3 clusters Score -64830.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -64872.191406 Penalty: 2377.446045
	Iteration 13Q: 3 clusters Score -64872.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -64901.183594 Penalty: 2377.446045
	Iteration 14Q: 3 clusters Score -64901.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -64934.355469 Penalty: 2377.446045
	Iteration 15Q: 3 clusters Score -64934.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -64952.300781 Penalty: 2377.446045
	Iteration 16Q: 3 clusters Score -64952.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -64962.957031 Penalty: 2377.446045
	Iteration 17Q: 3 clusters Score -64962.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64968.339844 Penalty: 2377.446045
	Iteration 18Q: 3 clusters Score -64968.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64971.125000 Penalty: 2377.446045
	Iteration 19Q: 3 clusters Score -64971.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -64971.757812 Penalty: 2377.446045
	Iteration 20F: 3 clusters Score -64971.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Entering Unmasked Estep 
Score: -556582.125000 Penalty: 1508.643921
	Iteration 0F: 2 clusters Score -556582.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -548882.500000 Penalty: 3017.287842
	Iteration 0F: 3 clusters Score -548882.5 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -551443.312500 Penalty: 3017.287842
	Iteration 1F: 3 clusters Score -551443.3 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -551730.750000 Penalty: 3017.287842
	Iteration 2F: 3 clusters Score -551730.8 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -552007.062500 Penalty: 3017.287842
	Iteration 3F: 3 clusters Score -552007.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -552265.750000 Penalty: 3017.287842
	Iteration 4Q: 3 clusters Score -552265.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -552514.437500 Penalty: 3017.287842
	Iteration 5Q: 3 clusters Score -552514.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -552775.312500 Penalty: 3017.287842
	Iteration 6Q: 3 clusters Score -552775.3 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -553078.812500 Penalty: 3017.287842
	Iteration 7Q: 3 clusters Score -553078.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -553420.625000 Penalty: 3017.287842
	Iteration 8Q: 3 clusters Score -553420.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -553790.875000 Penalty: 3017.287842
	Iteration 9F: 3 clusters Score -553790.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -554135.375000 Penalty: 3017.287842
	Iteration 10Q: 3 clusters Score -554135.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -554331.062500 Penalty: 3017.287842
	Iteration 11Q: 3 clusters Score -554331.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -554445.250000 Penalty: 3017.287842
	Iteration 12Q: 3 clusters Score -554445.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -554530.375000 Penalty: 3017.287842
	Iteration 13Q: 3 clusters Score -554530.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -554599.625000 Penalty: 3017.287842
	Iteration 14Q: 3 clusters Score -554599.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -554653.250000 Penalty: 3017.287842
	Iteration 15Q: 3 clusters Score -554653.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -554695.250000 Penalty: 3017.287842
	Iteration 16Q: 3 clusters Score -554695.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -554728.750000 Penalty: 3017.287842
	Iteration 17Q: 3 clusters Score -554728.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -554761.062500 Penalty: 3017.287842
	Iteration 18Q: 3 clusters Score -554761.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -554786.750000 Penalty: 3017.287842
	Iteration 19Q: 3 clusters Score -554786.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -554813.000000 Penalty: 3017.287842
	Iteration 20F: 3 clusters Score -554813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -554825.500000 Penalty: 3017.287842
	Iteration 21Q: 3 clusters Score -554825.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -554836.750000 Penalty: 3017.287842
	Iteration 22Q: 3 clusters Score -554836.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -554849.875000 Penalty: 3017.287842
	Iteration 23Q: 3 clusters Score -554849.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -554857.375000 Penalty: 3017.287842
	Iteration 24Q: 3 clusters Score -554857.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -554863.375000 Penalty: 3017.287842
	Iteration 25Q: 3 clusters Score -554863.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -554869.062500 Penalty: 3017.287842
	Iteration 26Q: 3 clusters Score -554869.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -554875.062500 Penalty: 3017.287842
	Iteration 27Q: 3 clusters Score -554875.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -554878.250000 Penalty: 3017.287842
	Iteration 28Q: 3 clusters Score -554878.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -554882.625000 Penalty: 3017.287842
	Iteration 29Q: 3 clusters Score -554882.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -554885.187500 Penalty: 3017.287842
	Iteration 30Q: 3 clusters Score -554885.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -554886.937500 Penalty: 3017.287842
	Iteration 31Q: 3 clusters Score -554886.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -554888.625000 Penalty: 3017.287842
	Iteration 32Q: 3 clusters Score -554888.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -554891.750000 Penalty: 3017.287842
	Iteration 33Q: 3 clusters Score -554891.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -554896.125000 Penalty: 3017.287842
	Iteration 34Q: 3 clusters Score -554896.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -554903.750000 Penalty: 3017.287842
	Iteration 35Q: 3 clusters Score -554903.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -554906.875000 Penalty: 3017.287842
	Iteration 36Q: 3 clusters Score -554906.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -554909.500000 Penalty: 3017.287842
	Iteration 37Q: 3 clusters Score -554909.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -554913.187500 Penalty: 3017.287842
	Iteration 38Q: 3 clusters Score -554913.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -554920.000000 Penalty: 3017.287842
	Iteration 39Q: 3 clusters Score -554920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -554925.562500 Penalty: 3017.287842
	Iteration 40F: 3 clusters Score -554925.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -554931.375000 Penalty: 3017.287842
	Iteration 41Q: 3 clusters Score -554931.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -554936.375000 Penalty: 3017.287842
	Iteration 42Q: 3 clusters Score -554936.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -554944.625000 Penalty: 3017.287842
	Iteration 43Q: 3 clusters Score -554944.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -554950.625000 Penalty: 3017.287842
	Iteration 44Q: 3 clusters Score -554950.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -554954.812500 Penalty: 3017.287842
	Iteration 45Q: 3 clusters Score -554954.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -554958.437500 Penalty: 3017.287842
	Iteration 46Q: 3 clusters Score -554958.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -554962.000000 Penalty: 3017.287842
	Iteration 47Q: 3 clusters Score -554962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -554963.625000 Penalty: 3017.287842
	Iteration 48Q: 3 clusters Score -554963.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -554966.812500 Penalty: 3017.287842
	Iteration 49Q: 3 clusters Score -554966.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -554968.812500 Penalty: 3017.287842
	Iteration 50Q: 3 clusters Score -554968.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -554971.500000 Penalty: 3017.287842
	Iteration 51Q: 3 clusters Score -554971.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -554973.062500 Penalty: 3017.287842
	Iteration 52Q: 3 clusters Score -554973.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -554977.000000 Penalty: 3017.287842
	Iteration 53Q: 3 clusters Score -554977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -554980.125000 Penalty: 3017.287842
	Iteration 54Q: 3 clusters Score -554980.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -554983.312500 Penalty: 3017.287842
	Iteration 55Q: 3 clusters Score -554983.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -554989.125000 Penalty: 3017.287842
	Iteration 56Q: 3 clusters Score -554989.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -554990.500000 Penalty: 3017.287842
	Iteration 57Q: 3 clusters Score -554990.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -554991.125000 Penalty: 3017.287842
	Iteration 58Q: 3 clusters Score -554991.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -554992.312500 Penalty: 3017.287842
	Iteration 59Q: 3 clusters Score -554992.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -554993.375000 Penalty: 3017.287842
	Iteration 60F: 3 clusters Score -554993.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -554995.250000 Penalty: 3017.287842
	Iteration 61Q: 3 clusters Score -554995.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -554996.562500 Penalty: 3017.287842
	Iteration 62Q: 3 clusters Score -554996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -554998.437500 Penalty: 3017.287842
	Iteration 63Q: 3 clusters Score -554998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -554998.687500 Penalty: 3017.287842
	Iteration 64Q: 3 clusters Score -554998.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -554997.375000 Penalty: 3017.287842
	Iteration 65Q: 3 clusters Score -554997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -554998.875000 Penalty: 3017.287842
	Iteration 66Q: 3 clusters Score -554998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -554999.437500 Penalty: 3017.287842
	Iteration 67Q: 3 clusters Score -554999.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -555000.750000 Penalty: 3017.287842
	Iteration 68Q: 3 clusters Score -555000.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -555002.250000 Penalty: 3017.287842
	Iteration 69Q: 3 clusters Score -555002.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -555004.187500 Penalty: 3017.287842
	Iteration 70Q: 3 clusters Score -555004.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -555004.687500 Penalty: 3017.287842
	Iteration 71Q: 3 clusters Score -555004.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -555004.437500 Penalty: 3017.287842
	Iteration 72Q: 3 clusters Score -555004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -555007.312500 Penalty: 3017.287842
	Iteration 73Q: 3 clusters Score -555007.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -555006.000000 Penalty: 3017.287842
	Iteration 74Q: 3 clusters Score -555006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -555006.750000 Penalty: 3017.287842
	Iteration 75Q: 3 clusters Score -555006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -555007.500000 Penalty: 3017.287842
	Iteration 76Q: 3 clusters Score -555007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -555007.437500 Penalty: 3017.287842
	Iteration 77Q: 3 clusters Score -555007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -555007.500000 Penalty: 3017.287842
	Iteration 78Q: 3 clusters Score -555007.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -555008.312500 Penalty: 3017.287842
	Iteration 79Q: 3 clusters Score -555008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -555008.625000 Penalty: 3017.287842
	Iteration 80F: 3 clusters Score -555008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -555007.750000 Penalty: 3017.287842
	Iteration 81Q: 3 clusters Score -555007.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -555007.750000 Penalty: 3017.287842
	Iteration 82F: 3 clusters Score -555007.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Entering Unmasked Estep 
Score: -496543.812500 Penalty: 1493.048706
	Iteration 0F: 2 clusters Score -496543.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -489499.062500 Penalty: 2986.097412
	Iteration 0F: 3 clusters Score -489499.1 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -491730.437500 Penalty: 2986.097412
	Iteration 1F: 3 clusters Score -491730.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -491970.843750 Penalty: 2986.097412
	Iteration 2F: 3 clusters Score -491970.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -492160.250000 Penalty: 2986.097412
	Iteration 3Q: 3 clusters Score -492160.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -492315.093750 Penalty: 2986.097412
	Iteration 4Q: 3 clusters Score -492315.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -492451.843750 Penalty: 2986.097412
	Iteration 5Q: 3 clusters Score -492451.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -492621.062500 Penalty: 2986.097412
	Iteration 6Q: 3 clusters Score -492621.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -492839.312500 Penalty: 2986.097412
	Iteration 7Q: 3 clusters Score -492839.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -493123.968750 Penalty: 2986.097412
	Iteration 8Q: 3 clusters Score -493124 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -493472.312500 Penalty: 2986.097412
	Iteration 9F: 3 clusters Score -493472.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -493844.156250 Penalty: 2986.097412
	Iteration 10F: 3 clusters Score -493844.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -494218.406250 Penalty: 2986.097412
	Iteration 11Q: 3 clusters Score -494218.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -494572.500000 Penalty: 2986.097412
	Iteration 12Q: 3 clusters Score -494572.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -494854.562500 Penalty: 2986.097412
	Iteration 13Q: 3 clusters Score -494854.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -495007.812500 Penalty: 2986.097412
	Iteration 14Q: 3 clusters Score -495007.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -495095.031250 Penalty: 2986.097412
	Iteration 15Q: 3 clusters Score -495095 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -495135.218750 Penalty: 2986.097412
	Iteration 16Q: 3 clusters Score -495135.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -495159.718750 Penalty: 2986.097412
	Iteration 17Q: 3 clusters Score -495159.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -495174.406250 Penalty: 2986.097412
	Iteration 18Q: 3 clusters Score -495174.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -495192.656250 Penalty: 2986.097412
	Iteration 19Q: 3 clusters Score -495192.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -495200.593750 Penalty: 2986.097412
	Iteration 20F: 3 clusters Score -495200.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -495203.906250 Penalty: 2986.097412
	Iteration 21Q: 3 clusters Score -495203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -495209.843750 Penalty: 2986.097412
	Iteration 22Q: 3 clusters Score -495209.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -495215.187500 Penalty: 2986.097412
	Iteration 23Q: 3 clusters Score -495215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -495218.843750 Penalty: 2986.097412
	Iteration 24Q: 3 clusters Score -495218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -495223.125000 Penalty: 2986.097412
	Iteration 25Q: 3 clusters Score -495223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -495226.250000 Penalty: 2986.097412
	Iteration 26Q: 3 clusters Score -495226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -495226.500000 Penalty: 2986.097412
	Iteration 27Q: 3 clusters Score -495226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -495227.375000 Penalty: 2986.097412
	Iteration 28Q: 3 clusters Score -495227.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -495229.000000 Penalty: 2986.097412
	Iteration 29Q: 3 clusters Score -495229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -495229.000000 Penalty: 2986.097412
	Iteration 30F: 3 clusters Score -495229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Entering Unmasked Estep 
Score: -97206.156250 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -97206.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -95042.921875 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -95042.92 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -95605.273438 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -95605.27 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -95886.101562 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -95886.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -96251.234375 Penalty: 2500.381348
	Iteration 3F: 3 clusters Score -96251.23 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -96569.351562 Penalty: 2500.381348
	Iteration 4F: 3 clusters Score -96569.35 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -96748.578125 Penalty: 2500.381348
	Iteration 5F: 3 clusters Score -96748.58 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -96858.593750 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -96858.59 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -96920.695312 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -96920.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -96959.476562 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -96959.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -96987.539062 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -96987.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -97000.773438 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -97000.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -97006.718750 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -97006.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -97011.117188 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -97011.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -97012.898438 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -97012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -97014.929688 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -97014.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -97015.546875 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -97015.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -97015.546875 Penalty: 2500.381348
	Iteration 16F: 3 clusters Score -97015.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Entering Unmasked Estep 
Score: -1814398.375000 Penalty: 1705.651489
	Iteration 0F: 2 clusters Score -1814398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -1790109.375000 Penalty: 3411.302979
	Iteration 0F: 3 clusters Score -1790109 nChanged 16672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1799587.250000 Penalty: 3411.302979
	Iteration 1F: 3 clusters Score -1799587 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1800179.375000 Penalty: 3411.302979
	Iteration 2Q: 3 clusters Score -1800179 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1800958.750000 Penalty: 3411.302979
	Iteration 3Q: 3 clusters Score -1800959 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1802078.375000 Penalty: 3411.302979
	Iteration 4F: 3 clusters Score -1802078 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1803585.625000 Penalty: 3411.302979
	Iteration 5F: 3 clusters Score -1803586 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1805338.000000 Penalty: 3411.302979
	Iteration 6F: 3 clusters Score -1805338 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1807140.625000 Penalty: 3411.302979
	Iteration 7F: 3 clusters Score -1807141 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -1808607.000000 Penalty: 3411.302979
	Iteration 8F: 3 clusters Score -1808607 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1809639.125000 Penalty: 3411.302979
	Iteration 9Q: 3 clusters Score -1809639 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1810309.625000 Penalty: 3411.302979
	Iteration 10Q: 3 clusters Score -1810310 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1810714.875000 Penalty: 3411.302979
	Iteration 11Q: 3 clusters Score -1810715 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1811036.000000 Penalty: 3411.302979
	Iteration 12Q: 3 clusters Score -1811036 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1811323.125000 Penalty: 3411.302979
	Iteration 13Q: 3 clusters Score -1811323 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1811581.000000 Penalty: 3411.302979
	Iteration 14Q: 3 clusters Score -1811581 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1811805.875000 Penalty: 3411.302979
	Iteration 15Q: 3 clusters Score -1811806 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1811986.500000 Penalty: 3411.302979
	Iteration 16Q: 3 clusters Score -1811986 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1812141.500000 Penalty: 3411.302979
	Iteration 17Q: 3 clusters Score -1812142 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1812273.500000 Penalty: 3411.302979
	Iteration 18Q: 3 clusters Score -1812274 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1812382.125000 Penalty: 3411.302979
	Iteration 19Q: 3 clusters Score -1812382 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1812460.500000 Penalty: 3411.302979
	Iteration 20F: 3 clusters Score -1812460 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1812541.375000 Penalty: 3411.302979
	Iteration 21Q: 3 clusters Score -1812541 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1812598.500000 Penalty: 3411.302979
	Iteration 22Q: 3 clusters Score -1812598 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1812640.500000 Penalty: 3411.302979
	Iteration 23Q: 3 clusters Score -1812640 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1812681.000000 Penalty: 3411.302979
	Iteration 24Q: 3 clusters Score -1812681 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1812731.500000 Penalty: 3411.302979
	Iteration 25Q: 3 clusters Score -1812732 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1812767.250000 Penalty: 3411.302979
	Iteration 26Q: 3 clusters Score -1812767 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1812811.875000 Penalty: 3411.302979
	Iteration 27Q: 3 clusters Score -1812812 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1812823.500000 Penalty: 3411.302979
	Iteration 28Q: 3 clusters Score -1812824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1812856.750000 Penalty: 3411.302979
	Iteration 29Q: 3 clusters Score -1812857 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1812879.375000 Penalty: 3411.302979
	Iteration 30Q: 3 clusters Score -1812879 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1812905.250000 Penalty: 3411.302979
	Iteration 31Q: 3 clusters Score -1812905 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1812918.500000 Penalty: 3411.302979
	Iteration 32Q: 3 clusters Score -1812918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1812946.375000 Penalty: 3411.302979
	Iteration 33Q: 3 clusters Score -1812946 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1812967.125000 Penalty: 3411.302979
	Iteration 34Q: 3 clusters Score -1812967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1812983.375000 Penalty: 3411.302979
	Iteration 35Q: 3 clusters Score -1812983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1813009.625000 Penalty: 3411.302979
	Iteration 36Q: 3 clusters Score -1813010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1813018.625000 Penalty: 3411.302979
	Iteration 37Q: 3 clusters Score -1813019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1813044.500000 Penalty: 3411.302979
	Iteration 38Q: 3 clusters Score -1813044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1813054.375000 Penalty: 3411.302979
	Iteration 39Q: 3 clusters Score -1813054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1813074.500000 Penalty: 3411.302979
	Iteration 40F: 3 clusters Score -1813074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1813090.750000 Penalty: 3411.302979
	Iteration 41Q: 3 clusters Score -1813091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1813100.375000 Penalty: 3411.302979
	Iteration 42Q: 3 clusters Score -1813100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1813114.875000 Penalty: 3411.302979
	Iteration 43Q: 3 clusters Score -1813115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1813131.125000 Penalty: 3411.302979
	Iteration 44Q: 3 clusters Score -1813131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1813147.000000 Penalty: 3411.302979
	Iteration 45Q: 3 clusters Score -1813147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1813156.875000 Penalty: 3411.302979
	Iteration 46Q: 3 clusters Score -1813157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1813164.875000 Penalty: 3411.302979
	Iteration 47Q: 3 clusters Score -1813165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1813185.500000 Penalty: 3411.302979
	Iteration 48Q: 3 clusters Score -1813186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1813201.750000 Penalty: 3411.302979
	Iteration 49Q: 3 clusters Score -1813202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1813218.875000 Penalty: 3411.302979
	Iteration 50Q: 3 clusters Score -1813219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1813224.875000 Penalty: 3411.302979
	Iteration 51Q: 3 clusters Score -1813225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1813231.750000 Penalty: 3411.302979
	Iteration 52Q: 3 clusters Score -1813232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1813242.500000 Penalty: 3411.302979
	Iteration 53Q: 3 clusters Score -1813242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1813246.000000 Penalty: 3411.302979
	Iteration 54Q: 3 clusters Score -1813246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1813246.625000 Penalty: 3411.302979
	Iteration 55Q: 3 clusters Score -1813247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1813250.250000 Penalty: 3411.302979
	Iteration 56Q: 3 clusters Score -1813250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1813261.375000 Penalty: 3411.302979
	Iteration 57Q: 3 clusters Score -1813261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1813261.375000 Penalty: 3411.302979
	Iteration 58Q: 3 clusters Score -1813261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1813271.875000 Penalty: 3411.302979
	Iteration 59Q: 3 clusters Score -1813272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1813282.250000 Penalty: 3411.302979
	Iteration 60F: 3 clusters Score -1813282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1813284.750000 Penalty: 3411.302979
	Iteration 61Q: 3 clusters Score -1813285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1813281.750000 Penalty: 3411.302979
	Iteration 62Q: 3 clusters Score -1813282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1813287.750000 Penalty: 3411.302979
	Iteration 63Q: 3 clusters Score -1813288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1813289.500000 Penalty: 3411.302979
	Iteration 64Q: 3 clusters Score -1813290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1813290.625000 Penalty: 3411.302979
	Iteration 65Q: 3 clusters Score -1813291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1813292.625000 Penalty: 3411.302979
	Iteration 66Q: 3 clusters Score -1813293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1813292.375000 Penalty: 3411.302979
	Iteration 67Q: 3 clusters Score -1813292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1813297.500000 Penalty: 3411.302979
	Iteration 68Q: 3 clusters Score -1813298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1813297.875000 Penalty: 3411.302979
	Iteration 69Q: 3 clusters Score -1813298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1813296.875000 Penalty: 3411.302979
	Iteration 70Q: 3 clusters Score -1813297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1813298.375000 Penalty: 3411.302979
	Iteration 71Q: 3 clusters Score -1813298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1813297.375000 Penalty: 3411.302979
	Iteration 72Q: 3 clusters Score -1813297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1813296.250000 Penalty: 3411.302979
	Iteration 73Q: 3 clusters Score -1813296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1813296.250000 Penalty: 3411.302979
	Iteration 74Q: 3 clusters Score -1813296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1813299.000000 Penalty: 3411.302979
	Iteration 75Q: 3 clusters Score -1813299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1813301.125000 Penalty: 3411.302979
	Iteration 76Q: 3 clusters Score -1813301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1813302.500000 Penalty: 3411.302979
	Iteration 77Q: 3 clusters Score -1813302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1813302.500000 Penalty: 3411.302979
	Iteration 78Q: 3 clusters Score -1813302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1813303.500000 Penalty: 3411.302979
	Iteration 79Q: 3 clusters Score -1813304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1813303.500000 Penalty: 3411.302979
	Iteration 80F: 3 clusters Score -1813304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Entering Unmasked Estep 
Score: -765483.062500 Penalty: 1579.204468
	Iteration 0F: 2 clusters Score -765483.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -754073.625000 Penalty: 3158.408936
	Iteration 0F: 3 clusters Score -754073.6 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -758227.437500 Penalty: 3158.408936
	Iteration 1F: 3 clusters Score -758227.4 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -758686.000000 Penalty: 3158.408936
	Iteration 2F: 3 clusters Score -758686 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -759201.500000 Penalty: 3158.408936
	Iteration 3F: 3 clusters Score -759201.5 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -759832.937500 Penalty: 3158.408936
	Iteration 4F: 3 clusters Score -759832.9 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -760580.562500 Penalty: 3158.408936
	Iteration 5F: 3 clusters Score -760580.6 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -761282.562500 Penalty: 3158.408936
	Iteration 6F: 3 clusters Score -761282.6 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -761877.250000 Penalty: 3158.408936
	Iteration 7F: 3 clusters Score -761877.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -762320.562500 Penalty: 3158.408936
	Iteration 8Q: 3 clusters Score -762320.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -762635.937500 Penalty: 3158.408936
	Iteration 9Q: 3 clusters Score -762635.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -762859.437500 Penalty: 3158.408936
	Iteration 10Q: 3 clusters Score -762859.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -763014.812500 Penalty: 3158.408936
	Iteration 11Q: 3 clusters Score -763014.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -763159.750000 Penalty: 3158.408936
	Iteration 12Q: 3 clusters Score -763159.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -763289.250000 Penalty: 3158.408936
	Iteration 13Q: 3 clusters Score -763289.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -763422.750000 Penalty: 3158.408936
	Iteration 14Q: 3 clusters Score -763422.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -763571.812500 Penalty: 3158.408936
	Iteration 15Q: 3 clusters Score -763571.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -763708.000000 Penalty: 3158.408936
	Iteration 16Q: 3 clusters Score -763708 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -763836.937500 Penalty: 3158.408936
	Iteration 17Q: 3 clusters Score -763836.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -763947.312500 Penalty: 3158.408936
	Iteration 18Q: 3 clusters Score -763947.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -764049.875000 Penalty: 3158.408936
	Iteration 19Q: 3 clusters Score -764049.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -764132.312500 Penalty: 3158.408936
	Iteration 20F: 3 clusters Score -764132.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -764209.625000 Penalty: 3158.408936
	Iteration 21Q: 3 clusters Score -764209.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -764274.062500 Penalty: 3158.408936
	Iteration 22Q: 3 clusters Score -764274.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -764336.812500 Penalty: 3158.408936
	Iteration 23Q: 3 clusters Score -764336.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -764385.000000 Penalty: 3158.408936
	Iteration 24Q: 3 clusters Score -764385 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -764412.812500 Penalty: 3158.408936
	Iteration 25Q: 3 clusters Score -764412.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -764438.625000 Penalty: 3158.408936
	Iteration 26Q: 3 clusters Score -764438.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -764459.062500 Penalty: 3158.408936
	Iteration 27Q: 3 clusters Score -764459.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -764474.750000 Penalty: 3158.408936
	Iteration 28Q: 3 clusters Score -764474.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -764491.750000 Penalty: 3158.408936
	Iteration 29Q: 3 clusters Score -764491.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -764507.187500 Penalty: 3158.408936
	Iteration 30Q: 3 clusters Score -764507.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -764523.750000 Penalty: 3158.408936
	Iteration 31Q: 3 clusters Score -764523.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -764540.062500 Penalty: 3158.408936
	Iteration 32Q: 3 clusters Score -764540.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -764553.437500 Penalty: 3158.408936
	Iteration 33Q: 3 clusters Score -764553.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -764573.750000 Penalty: 3158.408936
	Iteration 34Q: 3 clusters Score -764573.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -764597.000000 Penalty: 3158.408936
	Iteration 35Q: 3 clusters Score -764597 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -764616.437500 Penalty: 3158.408936
	Iteration 36Q: 3 clusters Score -764616.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -764634.687500 Penalty: 3158.408936
	Iteration 37Q: 3 clusters Score -764634.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -764653.187500 Penalty: 3158.408936
	Iteration 38Q: 3 clusters Score -764653.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -764671.687500 Penalty: 3158.408936
	Iteration 39Q: 3 clusters Score -764671.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -764697.000000 Penalty: 3158.408936
	Iteration 40F: 3 clusters Score -764697 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -764716.000000 Penalty: 3158.408936
	Iteration 41Q: 3 clusters Score -764716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -764733.250000 Penalty: 3158.408936
	Iteration 42Q: 3 clusters Score -764733.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -764749.750000 Penalty: 3158.408936
	Iteration 43Q: 3 clusters Score -764749.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -764766.000000 Penalty: 3158.408936
	Iteration 44Q: 3 clusters Score -764766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -764781.500000 Penalty: 3158.408936
	Iteration 45Q: 3 clusters Score -764781.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -764797.312500 Penalty: 3158.408936
	Iteration 46Q: 3 clusters Score -764797.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -764806.875000 Penalty: 3158.408936
	Iteration 47Q: 3 clusters Score -764806.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -764817.812500 Penalty: 3158.408936
	Iteration 48Q: 3 clusters Score -764817.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -764834.375000 Penalty: 3158.408936
	Iteration 49Q: 3 clusters Score -764834.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -764841.312500 Penalty: 3158.408936
	Iteration 50Q: 3 clusters Score -764841.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -764852.437500 Penalty: 3158.408936
	Iteration 51Q: 3 clusters Score -764852.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -764862.250000 Penalty: 3158.408936
	Iteration 52Q: 3 clusters Score -764862.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -764873.937500 Penalty: 3158.408936
	Iteration 53Q: 3 clusters Score -764873.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -764883.562500 Penalty: 3158.408936
	Iteration 54Q: 3 clusters Score -764883.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -764896.125000 Penalty: 3158.408936
	Iteration 55Q: 3 clusters Score -764896.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -764906.375000 Penalty: 3158.408936
	Iteration 56Q: 3 clusters Score -764906.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -764910.312500 Penalty: 3158.408936
	Iteration 57Q: 3 clusters Score -764910.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -764915.500000 Penalty: 3158.408936
	Iteration 58Q: 3 clusters Score -764915.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -764916.375000 Penalty: 3158.408936
	Iteration 59Q: 3 clusters Score -764916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -764920.000000 Penalty: 3158.408936
	Iteration 60F: 3 clusters Score -764920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -764919.625000 Penalty: 3158.408936
	Iteration 61Q: 3 clusters Score -764919.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -764920.937500 Penalty: 3158.408936
	Iteration 62Q: 3 clusters Score -764920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -764921.687500 Penalty: 3158.408936
	Iteration 63Q: 3 clusters Score -764921.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -764926.437500 Penalty: 3158.408936
	Iteration 64Q: 3 clusters Score -764926.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -764926.750000 Penalty: 3158.408936
	Iteration 65Q: 3 clusters Score -764926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -764927.750000 Penalty: 3158.408936
	Iteration 66Q: 3 clusters Score -764927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -764926.375000 Penalty: 3158.408936
	Iteration 67Q: 3 clusters Score -764926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -764926.750000 Penalty: 3158.408936
	Iteration 68Q: 3 clusters Score -764926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -764926.937500 Penalty: 3158.408936
	Iteration 69Q: 3 clusters Score -764926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -764927.187500 Penalty: 3158.408936
	Iteration 70Q: 3 clusters Score -764927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -764927.437500 Penalty: 3158.408936
	Iteration 71Q: 3 clusters Score -764927.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -764926.437500 Penalty: 3158.408936
	Iteration 72Q: 3 clusters Score -764926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -764926.500000 Penalty: 3158.408936
	Iteration 73Q: 3 clusters Score -764926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -764926.312500 Penalty: 3158.408936
	Iteration 74Q: 3 clusters Score -764926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -764928.000000 Penalty: 3158.408936
	Iteration 75Q: 3 clusters Score -764928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -764928.000000 Penalty: 3158.408936
	Iteration 76F: 3 clusters Score -764928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -97778.726562 Penalty: 1273.410034
	Iteration 0F: 2 clusters Score -97778.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -95357.726562 Penalty: 2546.820068
	Iteration 0F: 3 clusters Score -95357.73 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -95986.335938 Penalty: 2546.820068
	Iteration 1F: 3 clusters Score -95986.34 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -96216.968750 Penalty: 2546.820068
	Iteration 2F: 3 clusters Score -96216.97 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -96422.625000 Penalty: 2546.820068
	Iteration 3F: 3 clusters Score -96422.62 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -96702.757812 Penalty: 2546.820068
	Iteration 4F: 3 clusters Score -96702.76 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -97021.687500 Penalty: 2546.820068
	Iteration 5F: 3 clusters Score -97021.69 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -97223.210938 Penalty: 2546.820068
	Iteration 6F: 3 clusters Score -97223.21 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -97395.351562 Penalty: 2546.820068
	Iteration 7Q: 3 clusters Score -97395.35 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -97501.460938 Penalty: 2546.820068
	Iteration 8Q: 3 clusters Score -97501.46 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -97580.335938 Penalty: 2546.820068
	Iteration 9Q: 3 clusters Score -97580.34 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -97679.406250 Penalty: 2546.820068
	Iteration 10Q: 3 clusters Score -97679.41 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -97782.570312 Penalty: 2546.820068
	Iteration 11Q: 3 clusters Score -97782.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -97863.101562 Penalty: 2546.820068
	Iteration 12Q: 3 clusters Score -97863.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -97918.351562 Penalty: 2546.820068
	Iteration 13Q: 3 clusters Score -97918.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -97976.218750 Penalty: 2546.820068
	Iteration 14Q: 3 clusters Score -97976.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -98045.765625 Penalty: 2546.820068
	Iteration 15Q: 3 clusters Score -98045.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -98113.890625 Penalty: 2546.820068
	Iteration 16Q: 3 clusters Score -98113.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -98196.007812 Penalty: 2546.820068
	Iteration 17Q: 3 clusters Score -98196.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -98232.390625 Penalty: 2546.820068
	Iteration 18Q: 3 clusters Score -98232.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -98246.929688 Penalty: 2546.820068
	Iteration 19Q: 3 clusters Score -98246.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -98255.734375 Penalty: 2546.820068
	Iteration 20F: 3 clusters Score -98255.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -98259.242188 Penalty: 2546.820068
	Iteration 21Q: 3 clusters Score -98259.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -98260.601562 Penalty: 2546.820068
	Iteration 22Q: 3 clusters Score -98260.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -98261.164062 Penalty: 2546.820068
	Iteration 23Q: 3 clusters Score -98261.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -98261.796875 Penalty: 2546.820068
	Iteration 24Q: 3 clusters Score -98261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -98261.796875 Penalty: 2546.820068
	Iteration 25F: 3 clusters Score -98261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10764 members 
Mstep: Class 3 contains 9779 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 36182 members 
Mstep: Class 6 contains 16617 members 
Mstep: Class 7 contains 741 members 
Mstep: Class 8 contains 1785 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 11 contains 1790 members 
Mstep: Class 13 contains 12411 members 
Mstep: Class 14 contains 5754 members 
Mstep: Class 15 contains 2795 members 
Mstep: Class 17 contains 376895 members 
Mstep: Class 18 contains 32547 members 
Mstep: Class 19 contains 2162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 48693 members 
Mstep: Class 23 contains 9281 members 
Entering Unmasked Estep 
Score: -28198614.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28199044.000000 to -28198614.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -83068.562500 Penalty: 1216.665649
	Iteration 0F: 2 clusters Score -83068.56 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 871 members 
Entering Unmasked Estep 
Score: -81102.859375 Penalty: 2433.331299
	Iteration 0F: 3 clusters Score -81102.86 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -81507.210938 Penalty: 2433.331299
	Iteration 1F: 3 clusters Score -81507.21 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -81598.765625 Penalty: 2433.331299
	Iteration 2F: 3 clusters Score -81598.77 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -81644.851562 Penalty: 2433.331299
	Iteration 3Q: 3 clusters Score -81644.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -81670.187500 Penalty: 2433.331299
	Iteration 4Q: 3 clusters Score -81670.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -81688.195312 Penalty: 2433.331299
	Iteration 5Q: 3 clusters Score -81688.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -81698.531250 Penalty: 2433.331299
	Iteration 6Q: 3 clusters Score -81698.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -81703.484375 Penalty: 2433.331299
	Iteration 7Q: 3 clusters Score -81703.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -81704.976562 Penalty: 2433.331299
	Iteration 8Q: 3 clusters Score -81704.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -81706.507812 Penalty: 2433.331299
	Iteration 9Q: 3 clusters Score -81706.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -81707.000000 Penalty: 2433.331299
	Iteration 10Q: 3 clusters Score -81707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -81707.898438 Penalty: 2433.331299
	Iteration 11Q: 3 clusters Score -81707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -81709.125000 Penalty: 2433.331299
	Iteration 12Q: 3 clusters Score -81709.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -81710.531250 Penalty: 2433.331299
	Iteration 13Q: 3 clusters Score -81710.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -81712.859375 Penalty: 2433.331299
	Iteration 14Q: 3 clusters Score -81712.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -81715.843750 Penalty: 2433.331299
	Iteration 15Q: 3 clusters Score -81715.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -81718.164062 Penalty: 2433.331299
	Iteration 16Q: 3 clusters Score -81718.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -81720.156250 Penalty: 2433.331299
	Iteration 17Q: 3 clusters Score -81720.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -81720.906250 Penalty: 2433.331299
	Iteration 18Q: 3 clusters Score -81720.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -81722.781250 Penalty: 2433.331299
	Iteration 19Q: 3 clusters Score -81722.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -81724.007812 Penalty: 2433.331299
	Iteration 20F: 3 clusters Score -81724.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -81725.250000 Penalty: 2433.331299
	Iteration 21Q: 3 clusters Score -81725.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -81725.609375 Penalty: 2433.331299
	Iteration 22Q: 3 clusters Score -81725.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -81726.023438 Penalty: 2433.331299
	Iteration 23Q: 3 clusters Score -81726.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -81726.414062 Penalty: 2433.331299
	Iteration 24Q: 3 clusters Score -81726.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -81727.054688 Penalty: 2433.331299
	Iteration 25Q: 3 clusters Score -81727.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -81727.421875 Penalty: 2433.331299
	Iteration 26Q: 3 clusters Score -81727.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -81727.976562 Penalty: 2433.331299
	Iteration 27Q: 3 clusters Score -81727.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -81728.093750 Penalty: 2433.331299
	Iteration 28Q: 3 clusters Score -81728.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -81728.093750 Penalty: 2433.331299
	Iteration 29F: 3 clusters Score -81728.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -48738.296875 Penalty: 1123.805054
	Iteration 0F: 2 clusters Score -48738.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -47289.843750 Penalty: 2247.610107
	Iteration 0F: 3 clusters Score -47289.84 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47562.113281 Penalty: 2247.610107
	Iteration 1F: 3 clusters Score -47562.11 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -47669.699219 Penalty: 2247.610107
	Iteration 2F: 3 clusters Score -47669.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -47742.652344 Penalty: 2247.610107
	Iteration 3Q: 3 clusters Score -47742.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -47786.757812 Penalty: 2247.610107
	Iteration 4Q: 3 clusters Score -47786.76 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -47832.382812 Penalty: 2247.610107
	Iteration 5Q: 3 clusters Score -47832.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -47880.585938 Penalty: 2247.610107
	Iteration 6Q: 3 clusters Score -47880.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -47932.339844 Penalty: 2247.610107
	Iteration 7Q: 3 clusters Score -47932.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -47998.960938 Penalty: 2247.610107
	Iteration 8Q: 3 clusters Score -47998.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -48084.164062 Penalty: 2247.610107
	Iteration 9Q: 3 clusters Score -48084.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -48136.593750 Penalty: 2247.610107
	Iteration 10Q: 3 clusters Score -48136.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -48161.285156 Penalty: 2247.610107
	Iteration 11Q: 3 clusters Score -48161.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -48181.562500 Penalty: 2247.610107
	Iteration 12Q: 3 clusters Score -48181.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -48186.968750 Penalty: 2247.610107
	Iteration 13Q: 3 clusters Score -48186.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -48190.085938 Penalty: 2247.610107
	Iteration 14Q: 3 clusters Score -48190.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -48191.015625 Penalty: 2247.610107
	Iteration 15Q: 3 clusters Score -48191.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -48192.035156 Penalty: 2247.610107
	Iteration 16Q: 3 clusters Score -48192.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -48192.691406 Penalty: 2247.610107
	Iteration 17Q: 3 clusters Score -48192.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -48203.964844 Penalty: 2247.610107
	Iteration 18F: 3 clusters Score -48203.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -48221.980469 Penalty: 2247.610107
	Iteration 19Q: 3 clusters Score -48221.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -48242.234375 Penalty: 2247.610107
	Iteration 20F: 3 clusters Score -48242.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -48250.632812 Penalty: 2247.610107
	Iteration 21Q: 3 clusters Score -48250.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -48252.339844 Penalty: 2247.610107
	Iteration 22Q: 3 clusters Score -48252.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -48254.796875 Penalty: 2247.610107
	Iteration 23Q: 3 clusters Score -48254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -48257.035156 Penalty: 2247.610107
	Iteration 24Q: 3 clusters Score -48257.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -48259.464844 Penalty: 2247.610107
	Iteration 25Q: 3 clusters Score -48259.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -48260.496094 Penalty: 2247.610107
	Iteration 26Q: 3 clusters Score -48260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -48262.343750 Penalty: 2247.610107
	Iteration 27Q: 3 clusters Score -48262.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -48264.074219 Penalty: 2247.610107
	Iteration 28Q: 3 clusters Score -48264.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -48265.160156 Penalty: 2247.610107
	Iteration 29Q: 3 clusters Score -48265.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -48265.792969 Penalty: 2247.610107
	Iteration 30Q: 3 clusters Score -48265.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -48267.601562 Penalty: 2247.610107
	Iteration 31Q: 3 clusters Score -48267.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -48267.601562 Penalty: 2247.610107
	Iteration 32F: 3 clusters Score -48267.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Entering Unmasked Estep 
Score: -452908.781250 Penalty: 1488.191162
	Iteration 0F: 2 clusters Score -452908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -446068.093750 Penalty: 2976.382324
	Iteration 0F: 3 clusters Score -446068.1 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -448210.812500 Penalty: 2976.382324
	Iteration 1F: 3 clusters Score -448210.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -448420.062500 Penalty: 2976.382324
	Iteration 2F: 3 clusters Score -448420.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -448569.843750 Penalty: 2976.382324
	Iteration 3Q: 3 clusters Score -448569.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -448711.218750 Penalty: 2976.382324
	Iteration 4Q: 3 clusters Score -448711.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -448868.375000 Penalty: 2976.382324
	Iteration 5Q: 3 clusters Score -448868.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -449082.312500 Penalty: 2976.382324
	Iteration 6Q: 3 clusters Score -449082.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -449357.750000 Penalty: 2976.382324
	Iteration 7F: 3 clusters Score -449357.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -449683.000000 Penalty: 2976.382324
	Iteration 8F: 3 clusters Score -449683 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -450059.031250 Penalty: 2976.382324
	Iteration 9F: 3 clusters Score -450059 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -450434.968750 Penalty: 2976.382324
	Iteration 10F: 3 clusters Score -450435 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -450785.250000 Penalty: 2976.382324
	Iteration 11F: 3 clusters Score -450785.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -451069.156250 Penalty: 2976.382324
	Iteration 12Q: 3 clusters Score -451069.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -451311.843750 Penalty: 2976.382324
	Iteration 13Q: 3 clusters Score -451311.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -451520.375000 Penalty: 2976.382324
	Iteration 14Q: 3 clusters Score -451520.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -451628.312500 Penalty: 2976.382324
	Iteration 15Q: 3 clusters Score -451628.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -451693.906250 Penalty: 2976.382324
	Iteration 16Q: 3 clusters Score -451693.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -451769.562500 Penalty: 2976.382324
	Iteration 17Q: 3 clusters Score -451769.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -451850.812500 Penalty: 2976.382324
	Iteration 18Q: 3 clusters Score -451850.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -451947.281250 Penalty: 2976.382324
	Iteration 19Q: 3 clusters Score -451947.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -451996.687500 Penalty: 2976.382324
	Iteration 20F: 3 clusters Score -451996.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -452018.562500 Penalty: 2976.382324
	Iteration 21Q: 3 clusters Score -452018.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -452029.625000 Penalty: 2976.382324
	Iteration 22Q: 3 clusters Score -452029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -452032.593750 Penalty: 2976.382324
	Iteration 23Q: 3 clusters Score -452032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -452035.125000 Penalty: 2976.382324
	Iteration 24Q: 3 clusters Score -452035.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -452038.687500 Penalty: 2976.382324
	Iteration 25Q: 3 clusters Score -452038.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -452040.843750 Penalty: 2976.382324
	Iteration 26Q: 3 clusters Score -452040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -452043.031250 Penalty: 2976.382324
	Iteration 27Q: 3 clusters Score -452043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -452045.437500 Penalty: 2976.382324
	Iteration 28Q: 3 clusters Score -452045.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -452046.468750 Penalty: 2976.382324
	Iteration 29Q: 3 clusters Score -452046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -452047.781250 Penalty: 2976.382324
	Iteration 30Q: 3 clusters Score -452047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -452048.031250 Penalty: 2976.382324
	Iteration 31Q: 3 clusters Score -452048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -452048.468750 Penalty: 2976.382324
	Iteration 32Q: 3 clusters Score -452048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -452049.312500 Penalty: 2976.382324
	Iteration 33Q: 3 clusters Score -452049.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -452049.312500 Penalty: 2976.382324
	Iteration 34F: 3 clusters Score -452049.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Entering Unmasked Estep 
Score: -575603.937500 Penalty: 1531.779907
	Iteration 0F: 2 clusters Score -575603.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -566814.812500 Penalty: 3063.559814
	Iteration 0F: 3 clusters Score -566814.8 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -569780.375000 Penalty: 3063.559814
	Iteration 1F: 3 clusters Score -569780.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -570135.750000 Penalty: 3063.559814
	Iteration 2F: 3 clusters Score -570135.8 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -570493.562500 Penalty: 3063.559814
	Iteration 3F: 3 clusters Score -570493.6 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -570871.437500 Penalty: 3063.559814
	Iteration 4F: 3 clusters Score -570871.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -571216.000000 Penalty: 3063.559814
	Iteration 5F: 3 clusters Score -571216 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -571505.625000 Penalty: 3063.559814
	Iteration 6Q: 3 clusters Score -571505.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -571772.500000 Penalty: 3063.559814
	Iteration 7Q: 3 clusters Score -571772.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -572003.375000 Penalty: 3063.559814
	Iteration 8Q: 3 clusters Score -572003.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -572190.562500 Penalty: 3063.559814
	Iteration 9Q: 3 clusters Score -572190.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -572327.437500 Penalty: 3063.559814
	Iteration 10Q: 3 clusters Score -572327.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -572432.000000 Penalty: 3063.559814
	Iteration 11Q: 3 clusters Score -572432 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -572526.500000 Penalty: 3063.559814
	Iteration 12Q: 3 clusters Score -572526.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -572622.250000 Penalty: 3063.559814
	Iteration 13Q: 3 clusters Score -572622.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -572713.562500 Penalty: 3063.559814
	Iteration 14Q: 3 clusters Score -572713.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -572806.250000 Penalty: 3063.559814
	Iteration 15Q: 3 clusters Score -572806.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -572939.000000 Penalty: 3063.559814
	Iteration 16Q: 3 clusters Score -572939 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -573076.937500 Penalty: 3063.559814
	Iteration 17Q: 3 clusters Score -573076.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -573228.187500 Penalty: 3063.559814
	Iteration 18Q: 3 clusters Score -573228.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -573357.312500 Penalty: 3063.559814
	Iteration 19Q: 3 clusters Score -573357.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -573466.625000 Penalty: 3063.559814
	Iteration 20F: 3 clusters Score -573466.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -573556.500000 Penalty: 3063.559814
	Iteration 21Q: 3 clusters Score -573556.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -573639.062500 Penalty: 3063.559814
	Iteration 22Q: 3 clusters Score -573639.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -573722.687500 Penalty: 3063.559814
	Iteration 23Q: 3 clusters Score -573722.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -573798.562500 Penalty: 3063.559814
	Iteration 24Q: 3 clusters Score -573798.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -573882.125000 Penalty: 3063.559814
	Iteration 25Q: 3 clusters Score -573882.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -573943.625000 Penalty: 3063.559814
	Iteration 26Q: 3 clusters Score -573943.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -573993.125000 Penalty: 3063.559814
	Iteration 27Q: 3 clusters Score -573993.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -574045.625000 Penalty: 3063.559814
	Iteration 28Q: 3 clusters Score -574045.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -574088.250000 Penalty: 3063.559814
	Iteration 29Q: 3 clusters Score -574088.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -574140.375000 Penalty: 3063.559814
	Iteration 30Q: 3 clusters Score -574140.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -574187.562500 Penalty: 3063.559814
	Iteration 31Q: 3 clusters Score -574187.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -574237.375000 Penalty: 3063.559814
	Iteration 32Q: 3 clusters Score -574237.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -574280.812500 Penalty: 3063.559814
	Iteration 33Q: 3 clusters Score -574280.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -574312.812500 Penalty: 3063.559814
	Iteration 34Q: 3 clusters Score -574312.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -574336.125000 Penalty: 3063.559814
	Iteration 35Q: 3 clusters Score -574336.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -574353.500000 Penalty: 3063.559814
	Iteration 36Q: 3 clusters Score -574353.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -574363.875000 Penalty: 3063.559814
	Iteration 37Q: 3 clusters Score -574363.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -574374.687500 Penalty: 3063.559814
	Iteration 38Q: 3 clusters Score -574374.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -574391.687500 Penalty: 3063.559814
	Iteration 39Q: 3 clusters Score -574391.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -574409.000000 Penalty: 3063.559814
	Iteration 40F: 3 clusters Score -574409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -574435.812500 Penalty: 3063.559814
	Iteration 41Q: 3 clusters Score -574435.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -574456.062500 Penalty: 3063.559814
	Iteration 42Q: 3 clusters Score -574456.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -574470.437500 Penalty: 3063.559814
	Iteration 43Q: 3 clusters Score -574470.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -574481.437500 Penalty: 3063.559814
	Iteration 44Q: 3 clusters Score -574481.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -574497.625000 Penalty: 3063.559814
	Iteration 45Q: 3 clusters Score -574497.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -574515.187500 Penalty: 3063.559814
	Iteration 46Q: 3 clusters Score -574515.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -574536.312500 Penalty: 3063.559814
	Iteration 47Q: 3 clusters Score -574536.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -574557.125000 Penalty: 3063.559814
	Iteration 48Q: 3 clusters Score -574557.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -574571.812500 Penalty: 3063.559814
	Iteration 49Q: 3 clusters Score -574571.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -574584.250000 Penalty: 3063.559814
	Iteration 50Q: 3 clusters Score -574584.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -574594.125000 Penalty: 3063.559814
	Iteration 51Q: 3 clusters Score -574594.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -574601.375000 Penalty: 3063.559814
	Iteration 52Q: 3 clusters Score -574601.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -574610.125000 Penalty: 3063.559814
	Iteration 53Q: 3 clusters Score -574610.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -574615.062500 Penalty: 3063.559814
	Iteration 54Q: 3 clusters Score -574615.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -574622.125000 Penalty: 3063.559814
	Iteration 55Q: 3 clusters Score -574622.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -574626.750000 Penalty: 3063.559814
	Iteration 56Q: 3 clusters Score -574626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -574627.375000 Penalty: 3063.559814
	Iteration 57Q: 3 clusters Score -574627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -574629.250000 Penalty: 3063.559814
	Iteration 58Q: 3 clusters Score -574629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -574631.062500 Penalty: 3063.559814
	Iteration 59Q: 3 clusters Score -574631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -574633.187500 Penalty: 3063.559814
	Iteration 60F: 3 clusters Score -574633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -574633.437500 Penalty: 3063.559814
	Iteration 61Q: 3 clusters Score -574633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -574634.875000 Penalty: 3063.559814
	Iteration 62Q: 3 clusters Score -574634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -574634.875000 Penalty: 3063.559814
	Iteration 63F: 3 clusters Score -574634.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Entering Unmasked Estep 
Score: -268259.937500 Penalty: 1406.868286
	Iteration 0F: 2 clusters Score -268259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -263843.875000 Penalty: 2813.736572
	Iteration 0F: 3 clusters Score -263843.9 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -265125.062500 Penalty: 2813.736572
	Iteration 1F: 3 clusters Score -265125.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -265321.875000 Penalty: 2813.736572
	Iteration 2F: 3 clusters Score -265321.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -265550.187500 Penalty: 2813.736572
	Iteration 3F: 3 clusters Score -265550.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -265809.562500 Penalty: 2813.736572
	Iteration 4F: 3 clusters Score -265809.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -266098.062500 Penalty: 2813.736572
	Iteration 5F: 3 clusters Score -266098.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -266354.093750 Penalty: 2813.736572
	Iteration 6F: 3 clusters Score -266354.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -266630.093750 Penalty: 2813.736572
	Iteration 7F: 3 clusters Score -266630.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -266886.093750 Penalty: 2813.736572
	Iteration 8F: 3 clusters Score -266886.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -267083.375000 Penalty: 2813.736572
	Iteration 9Q: 3 clusters Score -267083.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -267204.531250 Penalty: 2813.736572
	Iteration 10Q: 3 clusters Score -267204.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -267283.375000 Penalty: 2813.736572
	Iteration 11Q: 3 clusters Score -267283.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -267345.093750 Penalty: 2813.736572
	Iteration 12Q: 3 clusters Score -267345.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -267401.750000 Penalty: 2813.736572
	Iteration 13Q: 3 clusters Score -267401.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -267446.875000 Penalty: 2813.736572
	Iteration 14Q: 3 clusters Score -267446.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -267490.093750 Penalty: 2813.736572
	Iteration 15Q: 3 clusters Score -267490.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -267518.625000 Penalty: 2813.736572
	Iteration 16Q: 3 clusters Score -267518.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -267541.625000 Penalty: 2813.736572
	Iteration 17Q: 3 clusters Score -267541.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -267554.968750 Penalty: 2813.736572
	Iteration 18Q: 3 clusters Score -267555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -267563.750000 Penalty: 2813.736572
	Iteration 19Q: 3 clusters Score -267563.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -267574.875000 Penalty: 2813.736572
	Iteration 20F: 3 clusters Score -267574.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -267580.093750 Penalty: 2813.736572
	Iteration 21Q: 3 clusters Score -267580.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -267587.937500 Penalty: 2813.736572
	Iteration 22Q: 3 clusters Score -267587.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -267594.062500 Penalty: 2813.736572
	Iteration 23Q: 3 clusters Score -267594.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -267599.468750 Penalty: 2813.736572
	Iteration 24Q: 3 clusters Score -267599.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -267604.468750 Penalty: 2813.736572
	Iteration 25Q: 3 clusters Score -267604.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -267606.031250 Penalty: 2813.736572
	Iteration 26Q: 3 clusters Score -267606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -267608.218750 Penalty: 2813.736572
	Iteration 27Q: 3 clusters Score -267608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -267608.593750 Penalty: 2813.736572
	Iteration 28Q: 3 clusters Score -267608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -267609.093750 Penalty: 2813.736572
	Iteration 29Q: 3 clusters Score -267609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -267609.093750 Penalty: 2813.736572
	Iteration 30F: 3 clusters Score -267609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -139150.156250 Penalty: 1289.532959
	Iteration 0F: 2 clusters Score -139150.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -136536.718750 Penalty: 2579.065918
	Iteration 0F: 3 clusters Score -136536.7 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -137144.125000 Penalty: 2579.065918
	Iteration 1F: 3 clusters Score -137144.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -137284.421875 Penalty: 2579.065918
	Iteration 2F: 3 clusters Score -137284.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -137369.312500 Penalty: 2579.065918
	Iteration 3Q: 3 clusters Score -137369.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -137437.593750 Penalty: 2579.065918
	Iteration 4Q: 3 clusters Score -137437.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -137473.562500 Penalty: 2579.065918
	Iteration 5Q: 3 clusters Score -137473.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -137493.578125 Penalty: 2579.065918
	Iteration 6Q: 3 clusters Score -137493.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -137506.718750 Penalty: 2579.065918
	Iteration 7Q: 3 clusters Score -137506.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -137525.250000 Penalty: 2579.065918
	Iteration 8Q: 3 clusters Score -137525.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -137546.687500 Penalty: 2579.065918
	Iteration 9Q: 3 clusters Score -137546.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -137566.078125 Penalty: 2579.065918
	Iteration 10Q: 3 clusters Score -137566.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -137587.203125 Penalty: 2579.065918
	Iteration 11Q: 3 clusters Score -137587.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -137606.781250 Penalty: 2579.065918
	Iteration 12Q: 3 clusters Score -137606.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -137623.718750 Penalty: 2579.065918
	Iteration 13Q: 3 clusters Score -137623.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -137639.453125 Penalty: 2579.065918
	Iteration 14Q: 3 clusters Score -137639.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -137652.203125 Penalty: 2579.065918
	Iteration 15Q: 3 clusters Score -137652.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -137669.171875 Penalty: 2579.065918
	Iteration 16Q: 3 clusters Score -137669.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -137688.765625 Penalty: 2579.065918
	Iteration 17Q: 3 clusters Score -137688.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -137712.046875 Penalty: 2579.065918
	Iteration 18Q: 3 clusters Score -137712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -137731.875000 Penalty: 2579.065918
	Iteration 19Q: 3 clusters Score -137731.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -137754.593750 Penalty: 2579.065918
	Iteration 20F: 3 clusters Score -137754.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -137777.890625 Penalty: 2579.065918
	Iteration 21Q: 3 clusters Score -137777.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -137798.171875 Penalty: 2579.065918
	Iteration 22Q: 3 clusters Score -137798.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -137813.953125 Penalty: 2579.065918
	Iteration 23Q: 3 clusters Score -137814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -137829.000000 Penalty: 2579.065918
	Iteration 24Q: 3 clusters Score -137829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137842.515625 Penalty: 2579.065918
	Iteration 25Q: 3 clusters Score -137842.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -137857.984375 Penalty: 2579.065918
	Iteration 26Q: 3 clusters Score -137858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137870.578125 Penalty: 2579.065918
	Iteration 27Q: 3 clusters Score -137870.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137882.687500 Penalty: 2579.065918
	Iteration 28Q: 3 clusters Score -137882.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137891.921875 Penalty: 2579.065918
	Iteration 29Q: 3 clusters Score -137891.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137902.203125 Penalty: 2579.065918
	Iteration 30Q: 3 clusters Score -137902.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -137906.796875 Penalty: 2579.065918
	Iteration 31Q: 3 clusters Score -137906.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137913.328125 Penalty: 2579.065918
	Iteration 32Q: 3 clusters Score -137913.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137916.578125 Penalty: 2579.065918
	Iteration 33Q: 3 clusters Score -137916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -137919.468750 Penalty: 2579.065918
	Iteration 34Q: 3 clusters Score -137919.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -137921.437500 Penalty: 2579.065918
	Iteration 35Q: 3 clusters Score -137921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -137922.218750 Penalty: 2579.065918
	Iteration 36Q: 3 clusters Score -137922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -137923.062500 Penalty: 2579.065918
	Iteration 37Q: 3 clusters Score -137923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -137923.250000 Penalty: 2579.065918
	Iteration 38Q: 3 clusters Score -137923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -137923.703125 Penalty: 2579.065918
	Iteration 39Q: 3 clusters Score -137923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -137924.109375 Penalty: 2579.065918
	Iteration 40F: 3 clusters Score -137924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137924.328125 Penalty: 2579.065918
	Iteration 41Q: 3 clusters Score -137924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137924.328125 Penalty: 2579.065918
	Iteration 42F: 3 clusters Score -137924.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (376895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376895 members 
Entering Unmasked Estep 
Score: -18797260.000000 Penalty: 2086.454834
	Iteration 0F: 2 clusters Score -1.879726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188234 members 
Mstep: Class 2 contains 188661 members 
Entering Unmasked Estep 
Score: -18541268.000000 Penalty: 4172.909668
	Iteration 0F: 3 clusters Score -1.854127e+07 nChanged 184729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177027 members 
Mstep: Class 2 contains 199868 members 
Entering Unmasked Estep 
Score: -18654210.000000 Penalty: 4172.909668
	Iteration 1F: 3 clusters Score -1.865421e+07 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 207021 members 
Entering Unmasked Estep 
Score: -18657282.000000 Penalty: 4172.909668
	Iteration 2Q: 3 clusters Score -1.865728e+07 nChanged 14961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159051 members 
Mstep: Class 2 contains 217844 members 
Entering Unmasked Estep 
Score: -18662904.000000 Penalty: 4172.909668
	Iteration 3Q: 3 clusters Score -1.86629e+07 nChanged 19188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143247 members 
Mstep: Class 2 contains 233648 members 
Entering Unmasked Estep 
Score: -18672532.000000 Penalty: 4172.909668
	Iteration 4F: 3 clusters Score -1.867253e+07 nChanged 24237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121498 members 
Mstep: Class 2 contains 255397 members 
Entering Unmasked Estep 
Score: -18687492.000000 Penalty: 4172.909668
	Iteration 5F: 3 clusters Score -1.868749e+07 nChanged 28263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 282320 members 
Entering Unmasked Estep 
Score: -18708338.000000 Penalty: 4172.909668
	Iteration 6F: 3 clusters Score -1.870834e+07 nChanged 30425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64584 members 
Mstep: Class 2 contains 312311 members 
Entering Unmasked Estep 
Score: -18734452.000000 Penalty: 4172.909668
	Iteration 7F: 3 clusters Score -1.873445e+07 nChanged 28083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 340250 members 
Entering Unmasked Estep 
Score: -18761676.000000 Penalty: 4172.909668
	Iteration 8F: 3 clusters Score -1.876168e+07 nChanged 20021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 360231 members 
Entering Unmasked Estep 
Score: -18781192.000000 Penalty: 4172.909668
	Iteration 9F: 3 clusters Score -1.878119e+07 nChanged 10346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 370545 members 
Entering Unmasked Estep 
Score: -18790644.000000 Penalty: 4172.909668
	Iteration 10Q: 3 clusters Score -1.879064e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 374378 members 
Entering Unmasked Estep 
Score: -18793876.000000 Penalty: 4172.909668
	Iteration 11Q: 3 clusters Score -1.879388e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 375689 members 
Entering Unmasked Estep 
Score: -18794834.000000 Penalty: 4172.909668
	Iteration 12Q: 3 clusters Score -1.879483e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 376137 members 
Entering Unmasked Estep 
Score: -18795146.000000 Penalty: 4172.909668
	Iteration 13Q: 3 clusters Score -1.879515e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 376310 members 
Entering Unmasked Estep 
Score: -18795326.000000 Penalty: 4172.909668
	Iteration 14Q: 3 clusters Score -1.879533e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 376378 members 
Entering Unmasked Estep 
Score: -18795410.000000 Penalty: 4172.909668
	Iteration 15Q: 3 clusters Score -1.879541e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 376424 members 
Entering Unmasked Estep 
Score: -18795454.000000 Penalty: 4172.909668
	Iteration 16Q: 3 clusters Score -1.879545e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 376461 members 
Entering Unmasked Estep 
Score: -18795480.000000 Penalty: 4172.909668
	Iteration 17Q: 3 clusters Score -1.879548e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 376471 members 
Entering Unmasked Estep 
Score: -18795522.000000 Penalty: 4172.909668
	Iteration 18Q: 3 clusters Score -1.879552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 376478 members 
Entering Unmasked Estep 
Score: -18795556.000000 Penalty: 4172.909668
	Iteration 19Q: 3 clusters Score -1.879556e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 376490 members 
Entering Unmasked Estep 
Score: -18795546.000000 Penalty: 4172.909668
	Iteration 20F: 3 clusters Score -1.879555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 376497 members 
Entering Unmasked Estep 
Score: -18795558.000000 Penalty: 4172.909668
	Iteration 21Q: 3 clusters Score -1.879556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 376504 members 
Entering Unmasked Estep 
Score: -18795552.000000 Penalty: 4172.909668
	Iteration 22Q: 3 clusters Score -1.879555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 376511 members 
Entering Unmasked Estep 
Score: -18795568.000000 Penalty: 4172.909668
	Iteration 23Q: 3 clusters Score -1.879557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 376511 members 
Entering Unmasked Estep 
Score: -18795580.000000 Penalty: 4172.909668
	Iteration 24Q: 3 clusters Score -1.879558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 376513 members 
Entering Unmasked Estep 
Score: -18795572.000000 Penalty: 4172.909668
	Iteration 25Q: 3 clusters Score -1.879557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 376517 members 
Entering Unmasked Estep 
Score: -18795576.000000 Penalty: 4172.909668
	Iteration 26Q: 3 clusters Score -1.879558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 376513 members 
Entering Unmasked Estep 
Score: -18795566.000000 Penalty: 4172.909668
	Iteration 27Q: 3 clusters Score -1.879557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 376512 members 
Entering Unmasked Estep 
Score: -18795578.000000 Penalty: 4172.909668
	Iteration 28Q: 3 clusters Score -1.879558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 376513 members 
Entering Unmasked Estep 
Score: -18795590.000000 Penalty: 4172.909668
	Iteration 29Q: 3 clusters Score -1.879559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 376512 members 
Entering Unmasked Estep 
Score: -18795590.000000 Penalty: 4172.909668
	Iteration 30Q: 3 clusters Score -1.879559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 376509 members 
Entering Unmasked Estep 
Score: -18795602.000000 Penalty: 4172.909668
	Iteration 31Q: 3 clusters Score -1.87956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 376509 members 
Entering Unmasked Estep 
Score: -18795594.000000 Penalty: 4172.909668
	Iteration 32Q: 3 clusters Score -1.879559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 376513 members 
Entering Unmasked Estep 
Score: -18795592.000000 Penalty: 4172.909668
	Iteration 33Q: 3 clusters Score -1.879559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 376515 members 
Entering Unmasked Estep 
Score: -18795596.000000 Penalty: 4172.909668
	Iteration 34Q: 3 clusters Score -1.87956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 376516 members 
Entering Unmasked Estep 
Score: -18795600.000000 Penalty: 4172.909668
	Iteration 35Q: 3 clusters Score -1.87956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 376517 members 
Entering Unmasked Estep 
Score: -18795598.000000 Penalty: 4172.909668
	Iteration 36Q: 3 clusters Score -1.87956e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 376516 members 
Entering Unmasked Estep 
Score: -18795598.000000 Penalty: 4172.909668
	Iteration 37Q: 3 clusters Score -1.87956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 376516 members 
Entering Unmasked Estep 
Score: -18795598.000000 Penalty: 4172.909668
	Iteration 38F: 3 clusters Score -1.87956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Entering Unmasked Estep 
Score: -1660023.250000 Penalty: 1688.446655
	Iteration 0F: 2 clusters Score -1660023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -1638046.625000 Penalty: 3376.893311
	Iteration 0F: 3 clusters Score -1638047 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1646500.625000 Penalty: 3376.893311
	Iteration 1F: 3 clusters Score -1646501 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -1646856.375000 Penalty: 3376.893311
	Iteration 2Q: 3 clusters Score -1646856 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -1647196.500000 Penalty: 3376.893311
	Iteration 3Q: 3 clusters Score -1647196 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -1647559.125000 Penalty: 3376.893311
	Iteration 4Q: 3 clusters Score -1647559 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -1648029.250000 Penalty: 3376.893311
	Iteration 5Q: 3 clusters Score -1648029 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1648666.500000 Penalty: 3376.893311
	Iteration 6Q: 3 clusters Score -1648666 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -1649587.625000 Penalty: 3376.893311
	Iteration 7Q: 3 clusters Score -1649588 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -1650926.750000 Penalty: 3376.893311
	Iteration 8F: 3 clusters Score -1650927 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -1652572.000000 Penalty: 3376.893311
	Iteration 9F: 3 clusters Score -1652572 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -1654245.000000 Penalty: 3376.893311
	Iteration 10F: 3 clusters Score -1654245 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -1655527.125000 Penalty: 3376.893311
	Iteration 11Q: 3 clusters Score -1655527 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -1656360.875000 Penalty: 3376.893311
	Iteration 12Q: 3 clusters Score -1656361 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -1656923.250000 Penalty: 3376.893311
	Iteration 13Q: 3 clusters Score -1656923 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -1657267.000000 Penalty: 3376.893311
	Iteration 14Q: 3 clusters Score -1657267 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -1657527.875000 Penalty: 3376.893311
	Iteration 15Q: 3 clusters Score -1657528 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -1657739.875000 Penalty: 3376.893311
	Iteration 16Q: 3 clusters Score -1657740 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -1657873.125000 Penalty: 3376.893311
	Iteration 17Q: 3 clusters Score -1657873 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -1658009.000000 Penalty: 3376.893311
	Iteration 18Q: 3 clusters Score -1658009 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -1658133.000000 Penalty: 3376.893311
	Iteration 19Q: 3 clusters Score -1658133 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -1658238.875000 Penalty: 3376.893311
	Iteration 20F: 3 clusters Score -1658239 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -1658329.875000 Penalty: 3376.893311
	Iteration 21Q: 3 clusters Score -1658330 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -1658394.000000 Penalty: 3376.893311
	Iteration 22Q: 3 clusters Score -1658394 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -1658449.750000 Penalty: 3376.893311
	Iteration 23Q: 3 clusters Score -1658450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -1658493.625000 Penalty: 3376.893311
	Iteration 24Q: 3 clusters Score -1658494 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -1658530.750000 Penalty: 3376.893311
	Iteration 25Q: 3 clusters Score -1658531 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -1658561.000000 Penalty: 3376.893311
	Iteration 26Q: 3 clusters Score -1658561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -1658574.750000 Penalty: 3376.893311
	Iteration 27Q: 3 clusters Score -1658575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -1658588.250000 Penalty: 3376.893311
	Iteration 28Q: 3 clusters Score -1658588 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -1658599.875000 Penalty: 3376.893311
	Iteration 29Q: 3 clusters Score -1658600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -1658612.500000 Penalty: 3376.893311
	Iteration 30Q: 3 clusters Score -1658612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -1658621.125000 Penalty: 3376.893311
	Iteration 31Q: 3 clusters Score -1658621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -1658635.375000 Penalty: 3376.893311
	Iteration 32Q: 3 clusters Score -1658635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -1658645.750000 Penalty: 3376.893311
	Iteration 33Q: 3 clusters Score -1658646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -1658653.375000 Penalty: 3376.893311
	Iteration 34Q: 3 clusters Score -1658653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -1658667.000000 Penalty: 3376.893311
	Iteration 35Q: 3 clusters Score -1658667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -1658673.500000 Penalty: 3376.893311
	Iteration 36Q: 3 clusters Score -1658674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -1658677.375000 Penalty: 3376.893311
	Iteration 37Q: 3 clusters Score -1658677 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -1658687.000000 Penalty: 3376.893311
	Iteration 38Q: 3 clusters Score -1658687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -1658689.750000 Penalty: 3376.893311
	Iteration 39Q: 3 clusters Score -1658690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -1658693.625000 Penalty: 3376.893311
	Iteration 40F: 3 clusters Score -1658694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -1658693.875000 Penalty: 3376.893311
	Iteration 41Q: 3 clusters Score -1658694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -1658694.500000 Penalty: 3376.893311
	Iteration 42Q: 3 clusters Score -1658694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -1658698.375000 Penalty: 3376.893311
	Iteration 43Q: 3 clusters Score -1658698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -1658703.500000 Penalty: 3376.893311
	Iteration 44Q: 3 clusters Score -1658704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -1658702.625000 Penalty: 3376.893311
	Iteration 45Q: 3 clusters Score -1658703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -1658703.625000 Penalty: 3376.893311
	Iteration 46Q: 3 clusters Score -1658704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -1658707.375000 Penalty: 3376.893311
	Iteration 47Q: 3 clusters Score -1658707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -1658708.250000 Penalty: 3376.893311
	Iteration 48Q: 3 clusters Score -1658708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -1658707.625000 Penalty: 3376.893311
	Iteration 49Q: 3 clusters Score -1658708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -1658708.250000 Penalty: 3376.893311
	Iteration 50Q: 3 clusters Score -1658708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -1658709.750000 Penalty: 3376.893311
	Iteration 51Q: 3 clusters Score -1658710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -1658708.625000 Penalty: 3376.893311
	Iteration 52Q: 3 clusters Score -1658709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -1658709.375000 Penalty: 3376.893311
	Iteration 53Q: 3 clusters Score -1658709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -1658707.875000 Penalty: 3376.893311
	Iteration 54Q: 3 clusters Score -1658708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -1658712.625000 Penalty: 3376.893311
	Iteration 55Q: 3 clusters Score -1658713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -1658714.375000 Penalty: 3376.893311
	Iteration 56Q: 3 clusters Score -1658714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -1658714.375000 Penalty: 3376.893311
	Iteration 57Q: 3 clusters Score -1658714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -1658714.375000 Penalty: 3376.893311
	Iteration 58F: 3 clusters Score -1658714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -103201.921875 Penalty: 1247.803223
	Iteration 0F: 2 clusters Score -103201.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -101036.453125 Penalty: 2495.606445
	Iteration 0F: 3 clusters Score -101036.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -101521.750000 Penalty: 2495.606445
	Iteration 1F: 3 clusters Score -101521.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -101624.773438 Penalty: 2495.606445
	Iteration 2F: 3 clusters Score -101624.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -101685.648438 Penalty: 2495.606445
	Iteration 3Q: 3 clusters Score -101685.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -101730.679688 Penalty: 2495.606445
	Iteration 4Q: 3 clusters Score -101730.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -101777.710938 Penalty: 2495.606445
	Iteration 5Q: 3 clusters Score -101777.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -101823.125000 Penalty: 2495.606445
	Iteration 6Q: 3 clusters Score -101823.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -101859.859375 Penalty: 2495.606445
	Iteration 7Q: 3 clusters Score -101859.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -101883.703125 Penalty: 2495.606445
	Iteration 8Q: 3 clusters Score -101883.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -101907.054688 Penalty: 2495.606445
	Iteration 9Q: 3 clusters Score -101907.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -101919.664062 Penalty: 2495.606445
	Iteration 10Q: 3 clusters Score -101919.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -101927.578125 Penalty: 2495.606445
	Iteration 11Q: 3 clusters Score -101927.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101938.734375 Penalty: 2495.606445
	Iteration 12Q: 3 clusters Score -101938.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -101958.921875 Penalty: 2495.606445
	Iteration 13Q: 3 clusters Score -101958.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -101975.851562 Penalty: 2495.606445
	Iteration 14Q: 3 clusters Score -101975.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101985.843750 Penalty: 2495.606445
	Iteration 15Q: 3 clusters Score -101985.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -102002.390625 Penalty: 2495.606445
	Iteration 16Q: 3 clusters Score -102002.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -102014.414062 Penalty: 2495.606445
	Iteration 17Q: 3 clusters Score -102014.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -102025.960938 Penalty: 2495.606445
	Iteration 18Q: 3 clusters Score -102026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -102032.109375 Penalty: 2495.606445
	Iteration 19Q: 3 clusters Score -102032.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102037.132812 Penalty: 2495.606445
	Iteration 20F: 3 clusters Score -102037.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102045.945312 Penalty: 2495.606445
	Iteration 21Q: 3 clusters Score -102045.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -102056.500000 Penalty: 2495.606445
	Iteration 22Q: 3 clusters Score -102056.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102064.281250 Penalty: 2495.606445
	Iteration 23Q: 3 clusters Score -102064.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102069.578125 Penalty: 2495.606445
	Iteration 24Q: 3 clusters Score -102069.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102075.671875 Penalty: 2495.606445
	Iteration 25Q: 3 clusters Score -102075.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102083.273438 Penalty: 2495.606445
	Iteration 26Q: 3 clusters Score -102083.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102087.265625 Penalty: 2495.606445
	Iteration 27Q: 3 clusters Score -102087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102089.132812 Penalty: 2495.606445
	Iteration 28Q: 3 clusters Score -102089.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102092.085938 Penalty: 2495.606445
	Iteration 29Q: 3 clusters Score -102092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -102092.984375 Penalty: 2495.606445
	Iteration 30Q: 3 clusters Score -102093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102093.562500 Penalty: 2495.606445
	Iteration 31Q: 3 clusters Score -102093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102093.562500 Penalty: 2495.606445
	Iteration 32F: 3 clusters Score -102093.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -162791.250000 Penalty: 1310.042847
	Iteration 0F: 2 clusters Score -162791.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -159993.687500 Penalty: 2620.085693
	Iteration 0F: 3 clusters Score -159993.7 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -160633.125000 Penalty: 2620.085693
	Iteration 1F: 3 clusters Score -160633.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -160756.218750 Penalty: 2620.085693
	Iteration 2F: 3 clusters Score -160756.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -160825.687500 Penalty: 2620.085693
	Iteration 3Q: 3 clusters Score -160825.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -160884.093750 Penalty: 2620.085693
	Iteration 4Q: 3 clusters Score -160884.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -160927.281250 Penalty: 2620.085693
	Iteration 5Q: 3 clusters Score -160927.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -160960.625000 Penalty: 2620.085693
	Iteration 6Q: 3 clusters Score -160960.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -160980.812500 Penalty: 2620.085693
	Iteration 7Q: 3 clusters Score -160980.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -161004.828125 Penalty: 2620.085693
	Iteration 8Q: 3 clusters Score -161004.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -161042.031250 Penalty: 2620.085693
	Iteration 9Q: 3 clusters Score -161042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -161080.281250 Penalty: 2620.085693
	Iteration 10Q: 3 clusters Score -161080.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -161108.734375 Penalty: 2620.085693
	Iteration 11Q: 3 clusters Score -161108.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -161130.328125 Penalty: 2620.085693
	Iteration 12Q: 3 clusters Score -161130.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -161149.921875 Penalty: 2620.085693
	Iteration 13Q: 3 clusters Score -161149.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161175.046875 Penalty: 2620.085693
	Iteration 14Q: 3 clusters Score -161175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -161202.703125 Penalty: 2620.085693
	Iteration 15Q: 3 clusters Score -161202.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -161228.500000 Penalty: 2620.085693
	Iteration 16Q: 3 clusters Score -161228.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161253.406250 Penalty: 2620.085693
	Iteration 17Q: 3 clusters Score -161253.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -161276.796875 Penalty: 2620.085693
	Iteration 18Q: 3 clusters Score -161276.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -161299.343750 Penalty: 2620.085693
	Iteration 19Q: 3 clusters Score -161299.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -161318.265625 Penalty: 2620.085693
	Iteration 20F: 3 clusters Score -161318.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -161336.718750 Penalty: 2620.085693
	Iteration 21Q: 3 clusters Score -161336.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -161359.109375 Penalty: 2620.085693
	Iteration 22Q: 3 clusters Score -161359.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -161381.937500 Penalty: 2620.085693
	Iteration 23Q: 3 clusters Score -161381.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -161405.125000 Penalty: 2620.085693
	Iteration 24Q: 3 clusters Score -161405.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161427.828125 Penalty: 2620.085693
	Iteration 25Q: 3 clusters Score -161427.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -161452.484375 Penalty: 2620.085693
	Iteration 26Q: 3 clusters Score -161452.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -161475.890625 Penalty: 2620.085693
	Iteration 27Q: 3 clusters Score -161475.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -161501.671875 Penalty: 2620.085693
	Iteration 28Q: 3 clusters Score -161501.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -161525.796875 Penalty: 2620.085693
	Iteration 29Q: 3 clusters Score -161525.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -161544.156250 Penalty: 2620.085693
	Iteration 30Q: 3 clusters Score -161544.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -161557.265625 Penalty: 2620.085693
	Iteration 31Q: 3 clusters Score -161557.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -161575.453125 Penalty: 2620.085693
	Iteration 32Q: 3 clusters Score -161575.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -161587.468750 Penalty: 2620.085693
	Iteration 33Q: 3 clusters Score -161587.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -161595.046875 Penalty: 2620.085693
	Iteration 34Q: 3 clusters Score -161595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -161601.781250 Penalty: 2620.085693
	Iteration 35Q: 3 clusters Score -161601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -161606.671875 Penalty: 2620.085693
	Iteration 36Q: 3 clusters Score -161606.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -161609.734375 Penalty: 2620.085693
	Iteration 37Q: 3 clusters Score -161609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -161614.062500 Penalty: 2620.085693
	Iteration 38Q: 3 clusters Score -161614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -161615.937500 Penalty: 2620.085693
	Iteration 39Q: 3 clusters Score -161615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -161617.140625 Penalty: 2620.085693
	Iteration 40F: 3 clusters Score -161617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -161618.343750 Penalty: 2620.085693
	Iteration 41Q: 3 clusters Score -161618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -161618.828125 Penalty: 2620.085693
	Iteration 42Q: 3 clusters Score -161618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -161618.828125 Penalty: 2620.085693
	Iteration 43F: 3 clusters Score -161618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Entering Unmasked Estep 
Score: -2423438.000000 Penalty: 1753.909668
	Iteration 0F: 2 clusters Score -2423438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -2390744.250000 Penalty: 3507.819336
	Iteration 0F: 3 clusters Score -2390744 nChanged 22885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2403864.500000 Penalty: 3507.819336
	Iteration 1F: 3 clusters Score -2403864 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2404677.750000 Penalty: 3507.819336
	Iteration 2Q: 3 clusters Score -2404678 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -2405755.750000 Penalty: 3507.819336
	Iteration 3Q: 3 clusters Score -2405756 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2406948.750000 Penalty: 3507.819336
	Iteration 4F: 3 clusters Score -2406949 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2408337.250000 Penalty: 3507.819336
	Iteration 5F: 3 clusters Score -2408337 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2409971.000000 Penalty: 3507.819336
	Iteration 6F: 3 clusters Score -2409971 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2411720.000000 Penalty: 3507.819336
	Iteration 7F: 3 clusters Score -2411720 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2413272.000000 Penalty: 3507.819336
	Iteration 8F: 3 clusters Score -2413272 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2414333.250000 Penalty: 3507.819336
	Iteration 9Q: 3 clusters Score -2414333 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2414871.500000 Penalty: 3507.819336
	Iteration 10Q: 3 clusters Score -2414872 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -2415129.000000 Penalty: 3507.819336
	Iteration 11Q: 3 clusters Score -2415129 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2415293.250000 Penalty: 3507.819336
	Iteration 12Q: 3 clusters Score -2415293 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2415435.000000 Penalty: 3507.819336
	Iteration 13Q: 3 clusters Score -2415435 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2415584.500000 Penalty: 3507.819336
	Iteration 14Q: 3 clusters Score -2415584 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2415732.250000 Penalty: 3507.819336
	Iteration 15Q: 3 clusters Score -2415732 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2415898.750000 Penalty: 3507.819336
	Iteration 16Q: 3 clusters Score -2415899 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2416083.250000 Penalty: 3507.819336
	Iteration 17Q: 3 clusters Score -2416083 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2416333.000000 Penalty: 3507.819336
	Iteration 18Q: 3 clusters Score -2416333 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -2416562.250000 Penalty: 3507.819336
	Iteration 19Q: 3 clusters Score -2416562 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2416787.000000 Penalty: 3507.819336
	Iteration 20F: 3 clusters Score -2416787 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2417025.500000 Penalty: 3507.819336
	Iteration 21Q: 3 clusters Score -2417026 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2417281.000000 Penalty: 3507.819336
	Iteration 22Q: 3 clusters Score -2417281 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2417551.750000 Penalty: 3507.819336
	Iteration 23Q: 3 clusters Score -2417552 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2417803.500000 Penalty: 3507.819336
	Iteration 24Q: 3 clusters Score -2417804 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2418104.000000 Penalty: 3507.819336
	Iteration 25Q: 3 clusters Score -2418104 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2418378.250000 Penalty: 3507.819336
	Iteration 26Q: 3 clusters Score -2418378 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2418677.250000 Penalty: 3507.819336
	Iteration 27Q: 3 clusters Score -2418677 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2418979.250000 Penalty: 3507.819336
	Iteration 28Q: 3 clusters Score -2418979 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2419256.750000 Penalty: 3507.819336
	Iteration 29Q: 3 clusters Score -2419257 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2419539.000000 Penalty: 3507.819336
	Iteration 30Q: 3 clusters Score -2419539 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2419841.750000 Penalty: 3507.819336
	Iteration 31Q: 3 clusters Score -2419842 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2420130.250000 Penalty: 3507.819336
	Iteration 32Q: 3 clusters Score -2420130 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2420491.250000 Penalty: 3507.819336
	Iteration 33Q: 3 clusters Score -2420491 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -2420852.750000 Penalty: 3507.819336
	Iteration 34Q: 3 clusters Score -2420853 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2421210.250000 Penalty: 3507.819336
	Iteration 35Q: 3 clusters Score -2421210 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2421525.500000 Penalty: 3507.819336
	Iteration 36Q: 3 clusters Score -2421526 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2421801.500000 Penalty: 3507.819336
	Iteration 37Q: 3 clusters Score -2421802 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2422025.250000 Penalty: 3507.819336
	Iteration 38Q: 3 clusters Score -2422025 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2422219.000000 Penalty: 3507.819336
	Iteration 39Q: 3 clusters Score -2422219 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2422421.250000 Penalty: 3507.819336
	Iteration 40F: 3 clusters Score -2422421 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2422579.750000 Penalty: 3507.819336
	Iteration 41Q: 3 clusters Score -2422580 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2422662.000000 Penalty: 3507.819336
	Iteration 42Q: 3 clusters Score -2422662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2422704.500000 Penalty: 3507.819336
	Iteration 43Q: 3 clusters Score -2422704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2422737.750000 Penalty: 3507.819336
	Iteration 44Q: 3 clusters Score -2422738 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2422749.500000 Penalty: 3507.819336
	Iteration 45Q: 3 clusters Score -2422750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2422756.750000 Penalty: 3507.819336
	Iteration 46Q: 3 clusters Score -2422757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2422763.250000 Penalty: 3507.819336
	Iteration 47Q: 3 clusters Score -2422763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2422776.500000 Penalty: 3507.819336
	Iteration 48Q: 3 clusters Score -2422776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2422787.000000 Penalty: 3507.819336
	Iteration 49Q: 3 clusters Score -2422787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2422798.500000 Penalty: 3507.819336
	Iteration 50Q: 3 clusters Score -2422798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2422801.000000 Penalty: 3507.819336
	Iteration 51Q: 3 clusters Score -2422801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2422813.250000 Penalty: 3507.819336
	Iteration 52Q: 3 clusters Score -2422813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2422821.750000 Penalty: 3507.819336
	Iteration 53Q: 3 clusters Score -2422822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2422820.000000 Penalty: 3507.819336
	Iteration 54Q: 3 clusters Score -2422820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2422824.000000 Penalty: 3507.819336
	Iteration 55Q: 3 clusters Score -2422824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2422827.250000 Penalty: 3507.819336
	Iteration 56Q: 3 clusters Score -2422827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2422826.000000 Penalty: 3507.819336
	Iteration 57Q: 3 clusters Score -2422826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2422826.500000 Penalty: 3507.819336
	Iteration 58Q: 3 clusters Score -2422826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2422831.000000 Penalty: 3507.819336
	Iteration 59Q: 3 clusters Score -2422831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2422835.750000 Penalty: 3507.819336
	Iteration 60F: 3 clusters Score -2422836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2422832.250000 Penalty: 3507.819336
	Iteration 61Q: 3 clusters Score -2422832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2422832.500000 Penalty: 3507.819336
	Iteration 62Q: 3 clusters Score -2422832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2422836.500000 Penalty: 3507.819336
	Iteration 63Q: 3 clusters Score -2422836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2422837.250000 Penalty: 3507.819336
	Iteration 64Q: 3 clusters Score -2422837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2422837.750000 Penalty: 3507.819336
	Iteration 65Q: 3 clusters Score -2422838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2422834.750000 Penalty: 3507.819336
	Iteration 66Q: 3 clusters Score -2422835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2422837.000000 Penalty: 3507.819336
	Iteration 67Q: 3 clusters Score -2422837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2422839.500000 Penalty: 3507.819336
	Iteration 68Q: 3 clusters Score -2422840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2422844.250000 Penalty: 3507.819336
	Iteration 69Q: 3 clusters Score -2422844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2422844.250000 Penalty: 3507.819336
	Iteration 70F: 3 clusters Score -2422844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Entering Unmasked Estep 
Score: -476391.250000 Penalty: 1484.555298
	Iteration 0F: 2 clusters Score -476391.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -469747.937500 Penalty: 2969.110596
	Iteration 0F: 3 clusters Score -469747.9 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -471896.125000 Penalty: 2969.110596
	Iteration 1F: 3 clusters Score -471896.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -472126.750000 Penalty: 2969.110596
	Iteration 2F: 3 clusters Score -472126.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -472292.937500 Penalty: 2969.110596
	Iteration 3Q: 3 clusters Score -472292.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -472413.812500 Penalty: 2969.110596
	Iteration 4Q: 3 clusters Score -472413.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -472515.250000 Penalty: 2969.110596
	Iteration 5Q: 3 clusters Score -472515.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -472600.312500 Penalty: 2969.110596
	Iteration 6Q: 3 clusters Score -472600.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -472671.625000 Penalty: 2969.110596
	Iteration 7Q: 3 clusters Score -472671.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -472742.093750 Penalty: 2969.110596
	Iteration 8Q: 3 clusters Score -472742.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -472818.281250 Penalty: 2969.110596
	Iteration 9Q: 3 clusters Score -472818.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -472913.250000 Penalty: 2969.110596
	Iteration 10Q: 3 clusters Score -472913.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -473012.156250 Penalty: 2969.110596
	Iteration 11Q: 3 clusters Score -473012.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -473129.000000 Penalty: 2969.110596
	Iteration 12Q: 3 clusters Score -473129 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -473260.937500 Penalty: 2969.110596
	Iteration 13Q: 3 clusters Score -473260.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -473420.000000 Penalty: 2969.110596
	Iteration 14Q: 3 clusters Score -473420 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -473595.500000 Penalty: 2969.110596
	Iteration 15Q: 3 clusters Score -473595.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -473760.375000 Penalty: 2969.110596
	Iteration 16Q: 3 clusters Score -473760.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -473904.468750 Penalty: 2969.110596
	Iteration 17Q: 3 clusters Score -473904.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -474032.812500 Penalty: 2969.110596
	Iteration 18Q: 3 clusters Score -474032.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -474144.593750 Penalty: 2969.110596
	Iteration 19Q: 3 clusters Score -474144.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -474246.000000 Penalty: 2969.110596
	Iteration 20F: 3 clusters Score -474246 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -474336.843750 Penalty: 2969.110596
	Iteration 21Q: 3 clusters Score -474336.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -474421.218750 Penalty: 2969.110596
	Iteration 22Q: 3 clusters Score -474421.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -474499.437500 Penalty: 2969.110596
	Iteration 23Q: 3 clusters Score -474499.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -474572.750000 Penalty: 2969.110596
	Iteration 24Q: 3 clusters Score -474572.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -474641.937500 Penalty: 2969.110596
	Iteration 25Q: 3 clusters Score -474641.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -474708.343750 Penalty: 2969.110596
	Iteration 26Q: 3 clusters Score -474708.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -474770.156250 Penalty: 2969.110596
	Iteration 27Q: 3 clusters Score -474770.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -474822.875000 Penalty: 2969.110596
	Iteration 28Q: 3 clusters Score -474822.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -474867.656250 Penalty: 2969.110596
	Iteration 29Q: 3 clusters Score -474867.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -474900.593750 Penalty: 2969.110596
	Iteration 30Q: 3 clusters Score -474900.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -474926.375000 Penalty: 2969.110596
	Iteration 31Q: 3 clusters Score -474926.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -474943.562500 Penalty: 2969.110596
	Iteration 32Q: 3 clusters Score -474943.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -474958.156250 Penalty: 2969.110596
	Iteration 33Q: 3 clusters Score -474958.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -474972.656250 Penalty: 2969.110596
	Iteration 34Q: 3 clusters Score -474972.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -474989.625000 Penalty: 2969.110596
	Iteration 35Q: 3 clusters Score -474989.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -475006.187500 Penalty: 2969.110596
	Iteration 36Q: 3 clusters Score -475006.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -475019.031250 Penalty: 2969.110596
	Iteration 37Q: 3 clusters Score -475019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -475030.343750 Penalty: 2969.110596
	Iteration 38Q: 3 clusters Score -475030.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -475046.718750 Penalty: 2969.110596
	Iteration 39Q: 3 clusters Score -475046.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -475062.906250 Penalty: 2969.110596
	Iteration 40F: 3 clusters Score -475062.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -475072.093750 Penalty: 2969.110596
	Iteration 41Q: 3 clusters Score -475072.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -475080.937500 Penalty: 2969.110596
	Iteration 42Q: 3 clusters Score -475080.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -475092.812500 Penalty: 2969.110596
	Iteration 43Q: 3 clusters Score -475092.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -475104.156250 Penalty: 2969.110596
	Iteration 44Q: 3 clusters Score -475104.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -475111.906250 Penalty: 2969.110596
	Iteration 45Q: 3 clusters Score -475111.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -475119.218750 Penalty: 2969.110596
	Iteration 46Q: 3 clusters Score -475119.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -475125.843750 Penalty: 2969.110596
	Iteration 47Q: 3 clusters Score -475125.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -475134.281250 Penalty: 2969.110596
	Iteration 48Q: 3 clusters Score -475134.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -475142.250000 Penalty: 2969.110596
	Iteration 49Q: 3 clusters Score -475142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -475147.500000 Penalty: 2969.110596
	Iteration 50Q: 3 clusters Score -475147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -475154.750000 Penalty: 2969.110596
	Iteration 51Q: 3 clusters Score -475154.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -475158.375000 Penalty: 2969.110596
	Iteration 52Q: 3 clusters Score -475158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -475161.656250 Penalty: 2969.110596
	Iteration 53Q: 3 clusters Score -475161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -475164.687500 Penalty: 2969.110596
	Iteration 54Q: 3 clusters Score -475164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -475166.406250 Penalty: 2969.110596
	Iteration 55Q: 3 clusters Score -475166.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -475171.125000 Penalty: 2969.110596
	Iteration 56Q: 3 clusters Score -475171.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -475174.187500 Penalty: 2969.110596
	Iteration 57Q: 3 clusters Score -475174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -475175.312500 Penalty: 2969.110596
	Iteration 58Q: 3 clusters Score -475175.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -475177.312500 Penalty: 2969.110596
	Iteration 59Q: 3 clusters Score -475177.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -475178.843750 Penalty: 2969.110596
	Iteration 60F: 3 clusters Score -475178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -475178.656250 Penalty: 2969.110596
	Iteration 61Q: 3 clusters Score -475178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -475178.656250 Penalty: 2969.110596
	Iteration 62Q: 3 clusters Score -475178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -475178.656250 Penalty: 2969.110596
	Iteration 63F: 3 clusters Score -475178.7 nChanged 0
--- Evaluating fit on full set of 1756689 points ---
Entering Unmasked Estep 
Score: -84551984.000000 Penalty: 44394.980469
24->20 Clusters: Score -84551984.000000, best is -84643344.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 585563 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 24241 members 
Mstep: Class 3 contains 24147 members 
Mstep: Class 4 contains 24489 members 
Mstep: Class 5 contains 24415 members 
Mstep: Class 6 contains 24573 members 
Mstep: Class 7 contains 24630 members 
Mstep: Class 8 contains 24388 members 
Mstep: Class 9 contains 24348 members 
Mstep: Class 10 contains 24567 members 
Mstep: Class 11 contains 24144 members 
Mstep: Class 12 contains 24604 members 
Mstep: Class 13 contains 24226 members 
Mstep: Class 14 contains 24218 members 
Mstep: Class 15 contains 24238 members 
Mstep: Class 16 contains 24332 members 
Mstep: Class 17 contains 24718 members 
Mstep: Class 18 contains 24461 members 
Mstep: Class 19 contains 24223 members 
Mstep: Class 20 contains 24473 members 
Mstep: Class 21 contains 24354 members 
Mstep: Class 22 contains 24103 members 
Mstep: Class 23 contains 24481 members 
Mstep: Class 24 contains 24668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 862.476990 but Gain 2158.050781
Score: -25976260.000000 Penalty: 49635.230469
Iteration 0F: 24 clusters Score -2.597626e+07 nChanged 556062
Entering Unmasked Mstep 
Mstep: Class 0 contains 685 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 26406 members 
Mstep: Class 3 contains 29585 members 
Mstep: Class 5 contains 28519 members 
Mstep: Class 6 contains 26555 members 
Mstep: Class 7 contains 24621 members 
Mstep: Class 8 contains 23429 members 
Mstep: Class 9 contains 26880 members 
Mstep: Class 10 contains 24529 members 
Mstep: Class 11 contains 17275 members 
Mstep: Class 12 contains 26995 members 
Mstep: Class 13 contains 23088 members 
Mstep: Class 14 contains 21641 members 
Mstep: Class 15 contains 20966 members 
Mstep: Class 16 contains 27467 members 
Mstep: Class 17 contains 35505 members 
Mstep: Class 18 contains 22546 members 
Mstep: Class 19 contains 26702 members 
Mstep: Class 20 contains 22220 members 
Mstep: Class 21 contains 15708 members 
Mstep: Class 22 contains 19646 members 
Mstep: Class 23 contains 30330 members 
Mstep: Class 24 contains 27683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27344800.000000 Penalty: 49635.230469
Iteration 1F: 24 clusters Score -2.73448e+07 nChanged 159187
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 25805 members 
Mstep: Class 3 contains 35606 members 
Mstep: Class 5 contains 32433 members 
Mstep: Class 6 contains 21542 members 
Mstep: Class 7 contains 26626 members 
Mstep: Class 8 contains 21320 members 
Mstep: Class 9 contains 29291 members 
Mstep: Class 10 contains 19804 members 
Mstep: Class 11 contains 15451 members 
Mstep: Class 12 contains 21068 members 
Mstep: Class 13 contains 24914 members 
Mstep: Class 14 contains 22528 members 
Mstep: Class 15 contains 20970 members 
Mstep: Class 16 contains 30632 members 
Mstep: Class 17 contains 34702 members 
Mstep: Class 18 contains 19756 members 
Mstep: Class 19 contains 28755 members 
Mstep: Class 20 contains 18978 members 
Mstep: Class 21 contains 11162 members 
Mstep: Class 22 contains 18105 members 
Mstep: Class 23 contains 30677 members 
Mstep: Class 24 contains 27185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27532650.000000 Penalty: 49635.230469
Iteration 2F: 24 clusters Score -2.753265e+07 nChanged 120201
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 24848 members 
Mstep: Class 3 contains 39213 members 
Mstep: Class 5 contains 35530 members 
Mstep: Class 6 contains 17922 members 
Mstep: Class 7 contains 29002 members 
Mstep: Class 8 contains 20757 members 
Mstep: Class 9 contains 29578 members 
Mstep: Class 10 contains 16292 members 
Mstep: Class 11 contains 16092 members 
Mstep: Class 12 contains 18299 members 
Mstep: Class 13 contains 24759 members 
Mstep: Class 14 contains 22211 members 
Mstep: Class 15 contains 19256 members 
Mstep: Class 16 contains 31845 members 
Mstep: Class 17 contains 32464 members 
Mstep: Class 18 contains 18364 members 
Mstep: Class 19 contains 30872 members 
Mstep: Class 20 contains 16528 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 16804 members 
Mstep: Class 23 contains 30002 members 
Mstep: Class 24 contains 25074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27624308.000000 Penalty: 49635.230469
Iteration 3F: 24 clusters Score -2.762431e+07 nChanged 92389
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 23852 members 
Mstep: Class 3 contains 40649 members 
Mstep: Class 5 contains 37255 members 
Mstep: Class 6 contains 16488 members 
Mstep: Class 7 contains 29150 members 
Mstep: Class 8 contains 21279 members 
Mstep: Class 9 contains 28112 members 
Mstep: Class 10 contains 13528 members 
Mstep: Class 11 contains 18113 members 
Mstep: Class 12 contains 17307 members 
Mstep: Class 13 contains 22465 members 
Mstep: Class 14 contains 20573 members 
Mstep: Class 15 contains 17970 members 
Mstep: Class 16 contains 30691 members 
Mstep: Class 17 contains 31287 members 
Mstep: Class 18 contains 18702 members 
Mstep: Class 19 contains 32997 members 
Mstep: Class 20 contains 14250 members 
Mstep: Class 21 contains 7952 members 
Mstep: Class 22 contains 15127 members 
Mstep: Class 23 contains 29403 members 
Mstep: Class 24 contains 22210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27688502.000000 Penalty: 49635.230469
Iteration 4F: 24 clusters Score -2.76885e+07 nChanged 83432
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 22610 members 
Mstep: Class 3 contains 40621 members 
Mstep: Class 5 contains 37754 members 
Mstep: Class 6 contains 15989 members 
Mstep: Class 7 contains 28076 members 
Mstep: Class 8 contains 22736 members 
Mstep: Class 9 contains 25264 members 
Mstep: Class 10 contains 11290 members 
Mstep: Class 11 contains 21381 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 13 contains 18773 members 
Mstep: Class 14 contains 18048 members 
Mstep: Class 15 contains 17021 members 
Mstep: Class 16 contains 28019 members 
Mstep: Class 17 contains 30360 members 
Mstep: Class 18 contains 19781 members 
Mstep: Class 19 contains 35086 members 
Mstep: Class 20 contains 11897 members 
Mstep: Class 21 contains 7916 members 
Mstep: Class 22 contains 12842 members 
Mstep: Class 23 contains 28842 members 
Mstep: Class 24 contains 18882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27749392.000000 Penalty: 49635.230469
Iteration 5F: 24 clusters Score -2.774939e+07 nChanged 81389
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 120451 members 
Mstep: Class 2 contains 21055 members 
Mstep: Class 3 contains 39091 members 
Mstep: Class 5 contains 37029 members 
Mstep: Class 6 contains 15876 members 
Mstep: Class 7 contains 26597 members 
Mstep: Class 8 contains 24894 members 
Mstep: Class 9 contains 21188 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 25681 members 
Mstep: Class 12 contains 16048 members 
Mstep: Class 13 contains 14394 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 16220 members 
Mstep: Class 16 contains 24269 members 
Mstep: Class 17 contains 29558 members 
Mstep: Class 18 contains 20930 members 
Mstep: Class 19 contains 36709 members 
Mstep: Class 20 contains 9396 members 
Mstep: Class 21 contains 8324 members 
Mstep: Class 22 contains 10417 members 
Mstep: Class 23 contains 27841 members 
Mstep: Class 24 contains 15397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27812118.000000 Penalty: 49635.230469
Iteration 6F: 24 clusters Score -2.781212e+07 nChanged 80700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 18891 members 
Mstep: Class 3 contains 36066 members 
Mstep: Class 5 contains 35221 members 
Mstep: Class 6 contains 15825 members 
Mstep: Class 7 contains 24997 members 
Mstep: Class 8 contains 27751 members 
Mstep: Class 9 contains 16319 members 
Mstep: Class 10 contains 7729 members 
Mstep: Class 11 contains 30315 members 
Mstep: Class 12 contains 15231 members 
Mstep: Class 13 contains 9989 members 
Mstep: Class 14 contains 11121 members 
Mstep: Class 15 contains 15212 members 
Mstep: Class 16 contains 19879 members 
Mstep: Class 17 contains 28664 members 
Mstep: Class 18 contains 21847 members 
Mstep: Class 19 contains 37552 members 
Mstep: Class 20 contains 7026 members 
Mstep: Class 21 contains 8860 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 26068 members 
Mstep: Class 24 contains 11960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27877226.000000 Penalty: 49635.230469
Iteration 7F: 24 clusters Score -2.787723e+07 nChanged 76304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 183464 members 
Mstep: Class 2 contains 16542 members 
Mstep: Class 3 contains 31897 members 
Mstep: Class 5 contains 32859 members 
Mstep: Class 6 contains 15806 members 
Mstep: Class 7 contains 23345 members 
Mstep: Class 8 contains 30639 members 
Mstep: Class 9 contains 11278 members 
Mstep: Class 10 contains 6093 members 
Mstep: Class 11 contains 34385 members 
Mstep: Class 12 contains 14415 members 
Mstep: Class 13 contains 6391 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 15 contains 14003 members 
Mstep: Class 16 contains 15662 members 
Mstep: Class 17 contains 27652 members 
Mstep: Class 18 contains 22396 members 
Mstep: Class 19 contains 37315 members 
Mstep: Class 20 contains 5026 members 
Mstep: Class 21 contains 9314 members 
Mstep: Class 22 contains 7094 members 
Mstep: Class 23 contains 23411 members 
Mstep: Class 24 contains 8848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27939648.000000 Penalty: 49635.230469
Iteration 8F: 24 clusters Score -2.793965e+07 nChanged 67319
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 214266 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 27164 members 
Mstep: Class 5 contains 31028 members 
Mstep: Class 6 contains 15735 members 
Mstep: Class 7 contains 21663 members 
Mstep: Class 8 contains 33442 members 
Mstep: Class 9 contains 6945 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 37559 members 
Mstep: Class 12 contains 13747 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 4956 members 
Mstep: Class 15 contains 12569 members 
Mstep: Class 16 contains 12176 members 
Mstep: Class 17 contains 26669 members 
Mstep: Class 18 contains 22420 members 
Mstep: Class 19 contains 36124 members 
Mstep: Class 20 contains 3501 members 
Mstep: Class 21 contains 9604 members 
Mstep: Class 22 contains 6247 members 
Mstep: Class 23 contains 20585 members 
Mstep: Class 24 contains 6211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -27995276.000000 Penalty: 49635.230469
Iteration 9F: 24 clusters Score -2.799528e+07 nChanged 57296
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 240490 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 22276 members 
Mstep: Class 5 contains 30579 members 
Mstep: Class 6 contains 15650 members 
Mstep: Class 7 contains 19932 members 
Mstep: Class 8 contains 35826 members 
Mstep: Class 9 contains 3884 members 
Mstep: Class 10 contains 3573 members 
Mstep: Class 11 contains 39750 members 
Mstep: Class 12 contains 13352 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 2928 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 9867 members 
Mstep: Class 17 contains 25565 members 
Mstep: Class 18 contains 21710 members 
Mstep: Class 19 contains 34119 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 9651 members 
Mstep: Class 22 contains 5772 members 
Mstep: Class 23 contains 18175 members 
Mstep: Class 24 contains 4245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1468.583008 but Gain 2158.054688
Score: -28042364.000000 Penalty: 47477.175781
Iteration 10F: 23 clusters Score -2.804236e+07 nChanged 48310
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 261773 members 
Mstep: Class 2 contains 10975 members 
Mstep: Class 3 contains 17925 members 
Mstep: Class 5 contains 31540 members 
Mstep: Class 6 contains 15811 members 
Mstep: Class 7 contains 18280 members 
Mstep: Class 8 contains 38092 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 2729 members 
Mstep: Class 11 contains 41307 members 
Mstep: Class 12 contains 13154 members 
Mstep: Class 14 contains 1580 members 
Mstep: Class 15 contains 9798 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 24086 members 
Mstep: Class 18 contains 20323 members 
Mstep: Class 19 contains 31712 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 9498 members 
Mstep: Class 22 contains 5480 members 
Mstep: Class 23 contains 16277 members 
Mstep: Class 24 contains 2906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 916.975098 but Gain 2158.054688
Score: -28079944.000000 Penalty: 45319.121094
Iteration 11F: 22 clusters Score -2.807994e+07 nChanged 38029
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 278207 members 
Mstep: Class 2 contains 9870 members 
Mstep: Class 3 contains 14382 members 
Mstep: Class 5 contains 32685 members 
Mstep: Class 6 contains 16158 members 
Mstep: Class 7 contains 16739 members 
Mstep: Class 8 contains 39441 members 
Mstep: Class 9 contains 1071 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 42237 members 
Mstep: Class 12 contains 13109 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 7872 members 
Mstep: Class 17 contains 22301 members 
Mstep: Class 18 contains 18579 members 
Mstep: Class 19 contains 29187 members 
Mstep: Class 20 contains 1263 members 
Mstep: Class 21 contains 9249 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 14774 members 
Mstep: Class 24 contains 2128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 745.304321 but Gain 2158.050781
Score: -28105968.000000 Penalty: 43161.070312
Iteration 12F: 21 clusters Score -2.810597e+07 nChanged 29701
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 290732 members 
Mstep: Class 2 contains 9095 members 
Mstep: Class 3 contains 11987 members 
Mstep: Class 5 contains 33377 members 
Mstep: Class 6 contains 16528 members 
Mstep: Class 7 contains 15405 members 
Mstep: Class 8 contains 40658 members 
Mstep: Class 10 contains 1828 members 
Mstep: Class 11 contains 42779 members 
Mstep: Class 12 contains 13115 members 
Mstep: Class 15 contains 8100 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 20564 members 
Mstep: Class 18 contains 16818 members 
Mstep: Class 19 contains 26891 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 8873 members 
Mstep: Class 22 contains 5148 members 
Mstep: Class 23 contains 13556 members 
Mstep: Class 24 contains 1675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1640.329224 but Gain 2158.054688
Score: -28124380.000000 Penalty: 41003.015625
Iteration 13F: 20 clusters Score -2.812438e+07 nChanged 23997
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 300642 members 
Mstep: Class 2 contains 8494 members 
Mstep: Class 3 contains 10556 members 
Mstep: Class 5 contains 33922 members 
Mstep: Class 6 contains 16884 members 
Mstep: Class 7 contains 14244 members 
Mstep: Class 8 contains 41456 members 
Mstep: Class 10 contains 1711 members 
Mstep: Class 11 contains 43264 members 
Mstep: Class 12 contains 13249 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 6938 members 
Mstep: Class 17 contains 18796 members 
Mstep: Class 18 contains 15420 members 
Mstep: Class 19 contains 24950 members 
Mstep: Class 21 contains 8572 members 
Mstep: Class 22 contains 5061 members 
Mstep: Class 23 contains 12471 members 
Mstep: Class 24 contains 1383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1461.014771 but Gain 2158.054688
Score: -28138178.000000 Penalty: 38844.960938
Iteration 14Q: 19 clusters Score -2.813818e+07 nChanged 19762
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 308267 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 9791 members 
Mstep: Class 5 contains 34363 members 
Mstep: Class 6 contains 17171 members 
Mstep: Class 7 contains 13267 members 
Mstep: Class 8 contains 42153 members 
Mstep: Class 10 contains 1623 members 
Mstep: Class 11 contains 43534 members 
Mstep: Class 12 contains 13455 members 
Mstep: Class 15 contains 7112 members 
Mstep: Class 16 contains 6512 members 
Mstep: Class 17 contains 17898 members 
Mstep: Class 18 contains 14232 members 
Mstep: Class 19 contains 23612 members 
Mstep: Class 21 contains 8206 members 
Mstep: Class 22 contains 4974 members 
Mstep: Class 23 contains 11530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28148158.000000 Penalty: 38844.960938
Iteration 15Q: 19 clusters Score -2.814816e+07 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 314193 members 
Mstep: Class 2 contains 7263 members 
Mstep: Class 3 contains 9252 members 
Mstep: Class 5 contains 34552 members 
Mstep: Class 6 contains 17283 members 
Mstep: Class 7 contains 12514 members 
Mstep: Class 8 contains 42640 members 
Mstep: Class 10 contains 1552 members 
Mstep: Class 11 contains 43561 members 
Mstep: Class 12 contains 13672 members 
Mstep: Class 15 contains 6761 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 17 contains 16831 members 
Mstep: Class 18 contains 13302 members 
Mstep: Class 19 contains 22779 members 
Mstep: Class 21 contains 7871 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 10665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28153596.000000 Penalty: 38844.960938
Iteration 16Q: 19 clusters Score -2.81536e+07 nChanged 12469
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 318992 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 8939 members 
Mstep: Class 5 contains 34569 members 
Mstep: Class 6 contains 17340 members 
Mstep: Class 7 contains 11923 members 
Mstep: Class 8 contains 43123 members 
Mstep: Class 10 contains 1506 members 
Mstep: Class 11 contains 43531 members 
Mstep: Class 12 contains 13897 members 
Mstep: Class 15 contains 6481 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 12558 members 
Mstep: Class 19 contains 22198 members 
Mstep: Class 21 contains 7589 members 
Mstep: Class 22 contains 4854 members 
Mstep: Class 23 contains 9921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28157812.000000 Penalty: 38844.960938
Iteration 17Q: 19 clusters Score -2.815781e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 322994 members 
Mstep: Class 2 contains 6164 members 
Mstep: Class 3 contains 8715 members 
Mstep: Class 5 contains 34434 members 
Mstep: Class 6 contains 17337 members 
Mstep: Class 7 contains 11447 members 
Mstep: Class 8 contains 43575 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 43476 members 
Mstep: Class 12 contains 14069 members 
Mstep: Class 15 contains 6232 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 15299 members 
Mstep: Class 18 contains 11973 members 
Mstep: Class 19 contains 21874 members 
Mstep: Class 21 contains 7334 members 
Mstep: Class 22 contains 4815 members 
Mstep: Class 23 contains 9305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28160884.000000 Penalty: 38844.960938
Iteration 18Q: 19 clusters Score -2.816088e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 326331 members 
Mstep: Class 2 contains 5648 members 
Mstep: Class 3 contains 8620 members 
Mstep: Class 5 contains 34118 members 
Mstep: Class 6 contains 17318 members 
Mstep: Class 7 contains 11096 members 
Mstep: Class 8 contains 44011 members 
Mstep: Class 10 contains 1493 members 
Mstep: Class 11 contains 43430 members 
Mstep: Class 12 contains 14230 members 
Mstep: Class 15 contains 6040 members 
Mstep: Class 16 contains 4573 members 
Mstep: Class 17 contains 14779 members 
Mstep: Class 18 contains 11533 members 
Mstep: Class 19 contains 21732 members 
Mstep: Class 21 contains 7096 members 
Mstep: Class 22 contains 4776 members 
Mstep: Class 23 contains 8732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28163286.000000 Penalty: 38844.960938
Iteration 19Q: 19 clusters Score -2.816329e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 329200 members 
Mstep: Class 2 contains 5188 members 
Mstep: Class 3 contains 8577 members 
Mstep: Class 5 contains 33716 members 
Mstep: Class 6 contains 17303 members 
Mstep: Class 7 contains 10806 members 
Mstep: Class 8 contains 44426 members 
Mstep: Class 10 contains 1469 members 
Mstep: Class 11 contains 43438 members 
Mstep: Class 12 contains 14397 members 
Mstep: Class 15 contains 5871 members 
Mstep: Class 16 contains 4159 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 19 contains 21691 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 4741 members 
Mstep: Class 23 contains 8185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28165810.000000 Penalty: 38844.960938
Iteration 20F: 19 clusters Score -2.816581e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 331592 members 
Mstep: Class 2 contains 4734 members 
Mstep: Class 3 contains 8641 members 
Mstep: Class 5 contains 33273 members 
Mstep: Class 6 contains 17290 members 
Mstep: Class 7 contains 10541 members 
Mstep: Class 8 contains 44891 members 
Mstep: Class 10 contains 1491 members 
Mstep: Class 11 contains 43423 members 
Mstep: Class 12 contains 14578 members 
Mstep: Class 15 contains 5701 members 
Mstep: Class 16 contains 3787 members 
Mstep: Class 17 contains 13879 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 21710 members 
Mstep: Class 21 contains 6643 members 
Mstep: Class 22 contains 4704 members 
Mstep: Class 23 contains 7714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28167932.000000 Penalty: 38844.960938
Iteration 21Q: 19 clusters Score -2.816793e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 333686 members 
Mstep: Class 2 contains 4309 members 
Mstep: Class 3 contains 8739 members 
Mstep: Class 5 contains 32754 members 
Mstep: Class 6 contains 17269 members 
Mstep: Class 7 contains 10332 members 
Mstep: Class 8 contains 45403 members 
Mstep: Class 10 contains 1470 members 
Mstep: Class 11 contains 43447 members 
Mstep: Class 12 contains 14738 members 
Mstep: Class 15 contains 5563 members 
Mstep: Class 16 contains 3403 members 
Mstep: Class 17 contains 13485 members 
Mstep: Class 18 contains 10769 members 
Mstep: Class 19 contains 21796 members 
Mstep: Class 21 contains 6460 members 
Mstep: Class 22 contains 4660 members 
Mstep: Class 23 contains 7274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28170096.000000 Penalty: 38844.960938
Iteration 22Q: 19 clusters Score -2.81701e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 335551 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 8943 members 
Mstep: Class 5 contains 32190 members 
Mstep: Class 6 contains 17262 members 
Mstep: Class 7 contains 10178 members 
Mstep: Class 8 contains 45897 members 
Mstep: Class 10 contains 1471 members 
Mstep: Class 11 contains 43438 members 
Mstep: Class 12 contains 14862 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 3054 members 
Mstep: Class 17 contains 13070 members 
Mstep: Class 18 contains 10585 members 
Mstep: Class 19 contains 21919 members 
Mstep: Class 21 contains 6350 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28171816.000000 Penalty: 38844.960938
Iteration 23Q: 19 clusters Score -2.817182e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 337089 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 9239 members 
Mstep: Class 5 contains 31602 members 
Mstep: Class 6 contains 17275 members 
Mstep: Class 7 contains 10040 members 
Mstep: Class 8 contains 46302 members 
Mstep: Class 10 contains 1467 members 
Mstep: Class 11 contains 43464 members 
Mstep: Class 12 contains 14975 members 
Mstep: Class 15 contains 5336 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 10425 members 
Mstep: Class 19 contains 22054 members 
Mstep: Class 21 contains 6254 members 
Mstep: Class 22 contains 4585 members 
Mstep: Class 23 contains 6504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28173182.000000 Penalty: 38844.960938
Iteration 24Q: 19 clusters Score -2.817318e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 338443 members 
Mstep: Class 2 contains 3069 members 
Mstep: Class 3 contains 9564 members 
Mstep: Class 5 contains 30996 members 
Mstep: Class 6 contains 17262 members 
Mstep: Class 7 contains 9937 members 
Mstep: Class 8 contains 46607 members 
Mstep: Class 10 contains 1476 members 
Mstep: Class 11 contains 43474 members 
Mstep: Class 12 contains 15057 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 17 contains 12548 members 
Mstep: Class 18 contains 10267 members 
Mstep: Class 19 contains 22250 members 
Mstep: Class 21 contains 6166 members 
Mstep: Class 22 contains 4562 members 
Mstep: Class 23 contains 6155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28174410.000000 Penalty: 38844.960938
Iteration 25Q: 19 clusters Score -2.817441e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 339686 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 9916 members 
Mstep: Class 5 contains 30412 members 
Mstep: Class 6 contains 17276 members 
Mstep: Class 7 contains 9830 members 
Mstep: Class 8 contains 46828 members 
Mstep: Class 10 contains 1455 members 
Mstep: Class 11 contains 43487 members 
Mstep: Class 12 contains 15131 members 
Mstep: Class 15 contains 5186 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 12396 members 
Mstep: Class 18 contains 10100 members 
Mstep: Class 19 contains 22445 members 
Mstep: Class 21 contains 6082 members 
Mstep: Class 22 contains 4549 members 
Mstep: Class 23 contains 5862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28175772.000000 Penalty: 38844.960938
Iteration 26Q: 19 clusters Score -2.817577e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 340718 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 3 contains 10251 members 
Mstep: Class 5 contains 29837 members 
Mstep: Class 6 contains 17269 members 
Mstep: Class 7 contains 9737 members 
Mstep: Class 8 contains 46943 members 
Mstep: Class 10 contains 1445 members 
Mstep: Class 11 contains 43586 members 
Mstep: Class 12 contains 15191 members 
Mstep: Class 15 contains 5111 members 
Mstep: Class 16 contains 2019 members 
Mstep: Class 17 contains 12316 members 
Mstep: Class 18 contains 9966 members 
Mstep: Class 19 contains 22656 members 
Mstep: Class 21 contains 6032 members 
Mstep: Class 22 contains 4544 members 
Mstep: Class 23 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28176864.000000 Penalty: 38844.960938
Iteration 27Q: 19 clusters Score -2.817686e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 341585 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 10570 members 
Mstep: Class 5 contains 29279 members 
Mstep: Class 6 contains 17254 members 
Mstep: Class 7 contains 9664 members 
Mstep: Class 8 contains 46997 members 
Mstep: Class 10 contains 1446 members 
Mstep: Class 11 contains 43699 members 
Mstep: Class 12 contains 15276 members 
Mstep: Class 15 contains 5056 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 12268 members 
Mstep: Class 18 contains 9884 members 
Mstep: Class 19 contains 22843 members 
Mstep: Class 21 contains 5955 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 5287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28177820.000000 Penalty: 38844.960938
Iteration 28Q: 19 clusters Score -2.817782e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 342384 members 
Mstep: Class 2 contains 1871 members 
Mstep: Class 3 contains 10825 members 
Mstep: Class 5 contains 28697 members 
Mstep: Class 6 contains 17231 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 47008 members 
Mstep: Class 10 contains 1451 members 
Mstep: Class 11 contains 43796 members 
Mstep: Class 12 contains 15354 members 
Mstep: Class 15 contains 5010 members 
Mstep: Class 16 contains 1728 members 
Mstep: Class 17 contains 12256 members 
Mstep: Class 18 contains 9838 members 
Mstep: Class 19 contains 23052 members 
Mstep: Class 21 contains 5908 members 
Mstep: Class 22 contains 4530 members 
Mstep: Class 23 contains 5028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28178620.000000 Penalty: 38844.960938
Iteration 29Q: 19 clusters Score -2.817862e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 343116 members 
Mstep: Class 2 contains 1700 members 
Mstep: Class 3 contains 11072 members 
Mstep: Class 5 contains 28064 members 
Mstep: Class 6 contains 17202 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 46960 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 43888 members 
Mstep: Class 12 contains 15439 members 
Mstep: Class 15 contains 4954 members 
Mstep: Class 16 contains 1632 members 
Mstep: Class 17 contains 12296 members 
Mstep: Class 18 contains 9804 members 
Mstep: Class 19 contains 23290 members 
Mstep: Class 21 contains 5863 members 
Mstep: Class 22 contains 4525 members 
Mstep: Class 23 contains 4792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2122.395264 but Gain 2158.054688
Score: -28179182.000000 Penalty: 36686.906250
Iteration 30Q: 18 clusters Score -2.817918e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 344210 members 
Mstep: Class 2 contains 1566 members 
Mstep: Class 3 contains 11400 members 
Mstep: Class 5 contains 27531 members 
Mstep: Class 6 contains 17177 members 
Mstep: Class 7 contains 9469 members 
Mstep: Class 8 contains 47433 members 
Mstep: Class 10 contains 1432 members 
Mstep: Class 11 contains 44080 members 
Mstep: Class 12 contains 15510 members 
Mstep: Class 15 contains 4902 members 
Mstep: Class 17 contains 12672 members 
Mstep: Class 18 contains 9737 members 
Mstep: Class 19 contains 23534 members 
Mstep: Class 21 contains 5831 members 
Mstep: Class 22 contains 4511 members 
Mstep: Class 23 contains 4562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28181322.000000 Penalty: 36686.906250
Iteration 31Q: 18 clusters Score -2.818132e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 344767 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 11530 members 
Mstep: Class 5 contains 26928 members 
Mstep: Class 6 contains 17152 members 
Mstep: Class 7 contains 9420 members 
Mstep: Class 8 contains 47382 members 
Mstep: Class 10 contains 1426 members 
Mstep: Class 11 contains 44157 members 
Mstep: Class 12 contains 15602 members 
Mstep: Class 15 contains 4841 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 9685 members 
Mstep: Class 19 contains 23781 members 
Mstep: Class 21 contains 5775 members 
Mstep: Class 22 contains 4504 members 
Mstep: Class 23 contains 4360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28181846.000000 Penalty: 36686.906250
Iteration 32Q: 18 clusters Score -2.818185e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 345307 members 
Mstep: Class 2 contains 1390 members 
Mstep: Class 3 contains 11594 members 
Mstep: Class 5 contains 26349 members 
Mstep: Class 6 contains 17147 members 
Mstep: Class 7 contains 9377 members 
Mstep: Class 8 contains 47284 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 44295 members 
Mstep: Class 12 contains 15698 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 17 contains 12885 members 
Mstep: Class 18 contains 9651 members 
Mstep: Class 19 contains 24017 members 
Mstep: Class 21 contains 5729 members 
Mstep: Class 22 contains 4497 members 
Mstep: Class 23 contains 4154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28182224.000000 Penalty: 36686.906250
Iteration 33Q: 18 clusters Score -2.818222e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 345814 members 
Mstep: Class 2 contains 1326 members 
Mstep: Class 3 contains 11635 members 
Mstep: Class 5 contains 25797 members 
Mstep: Class 6 contains 17130 members 
Mstep: Class 7 contains 9347 members 
Mstep: Class 8 contains 47182 members 
Mstep: Class 10 contains 1423 members 
Mstep: Class 11 contains 44418 members 
Mstep: Class 12 contains 15774 members 
Mstep: Class 15 contains 4690 members 
Mstep: Class 17 contains 12960 members 
Mstep: Class 18 contains 9623 members 
Mstep: Class 19 contains 24271 members 
Mstep: Class 21 contains 5683 members 
Mstep: Class 22 contains 4493 members 
Mstep: Class 23 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28182630.000000 Penalty: 36686.906250
Iteration 34Q: 18 clusters Score -2.818263e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 346283 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 11648 members 
Mstep: Class 5 contains 25296 members 
Mstep: Class 6 contains 17115 members 
Mstep: Class 7 contains 9311 members 
Mstep: Class 8 contains 47072 members 
Mstep: Class 10 contains 1417 members 
Mstep: Class 11 contains 44552 members 
Mstep: Class 12 contains 15873 members 
Mstep: Class 15 contains 4608 members 
Mstep: Class 17 contains 13034 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 24552 members 
Mstep: Class 21 contains 5627 members 
Mstep: Class 22 contains 4485 members 
Mstep: Class 23 contains 3840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28182992.000000 Penalty: 36686.906250
Iteration 35Q: 18 clusters Score -2.818299e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 346703 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 11664 members 
Mstep: Class 5 contains 24813 members 
Mstep: Class 6 contains 17134 members 
Mstep: Class 7 contains 9283 members 
Mstep: Class 8 contains 46911 members 
Mstep: Class 10 contains 1415 members 
Mstep: Class 11 contains 44697 members 
Mstep: Class 12 contains 15946 members 
Mstep: Class 15 contains 4557 members 
Mstep: Class 17 contains 13094 members 
Mstep: Class 18 contains 9525 members 
Mstep: Class 19 contains 24820 members 
Mstep: Class 21 contains 5571 members 
Mstep: Class 22 contains 4479 members 
Mstep: Class 23 contains 3724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28183404.000000 Penalty: 36686.906250
Iteration 36Q: 18 clusters Score -2.81834e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 347097 members 
Mstep: Class 2 contains 1192 members 
Mstep: Class 3 contains 11684 members 
Mstep: Class 5 contains 24373 members 
Mstep: Class 6 contains 17135 members 
Mstep: Class 7 contains 9260 members 
Mstep: Class 8 contains 46732 members 
Mstep: Class 10 contains 1405 members 
Mstep: Class 11 contains 44842 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 15 contains 4511 members 
Mstep: Class 17 contains 13152 members 
Mstep: Class 18 contains 9499 members 
Mstep: Class 19 contains 25051 members 
Mstep: Class 21 contains 5501 members 
Mstep: Class 22 contains 4471 members 
Mstep: Class 23 contains 3627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28183714.000000 Penalty: 36686.906250
Iteration 37Q: 18 clusters Score -2.818371e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 347463 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 11683 members 
Mstep: Class 5 contains 23983 members 
Mstep: Class 6 contains 17129 members 
Mstep: Class 7 contains 9247 members 
Mstep: Class 8 contains 46559 members 
Mstep: Class 10 contains 1395 members 
Mstep: Class 11 contains 44984 members 
Mstep: Class 12 contains 16105 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 17 contains 13190 members 
Mstep: Class 18 contains 9486 members 
Mstep: Class 19 contains 25266 members 
Mstep: Class 21 contains 5438 members 
Mstep: Class 22 contains 4470 members 
Mstep: Class 23 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28184028.000000 Penalty: 36686.906250
Iteration 38Q: 18 clusters Score -2.818403e+07 nChanged 1750
Entering ConstructFrom: 
Score: -28184028.000000 Penalty: 36686.906250
Entering ConstructFrom: 
Trying to split cluster 1 (347850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347850 members 
Entering Unmasked Estep 
Score: -17416716.000000 Penalty: 2073.423096
	Iteration 0F: 2 clusters Score -1.741672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174264 members 
Mstep: Class 2 contains 173586 members 
Entering Unmasked Estep 
Score: -17181598.000000 Penalty: 4146.846191
	Iteration 0F: 3 clusters Score -1.71816e+07 nChanged 169727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181933 members 
Mstep: Class 2 contains 165917 members 
Entering Unmasked Estep 
Score: -17282242.000000 Penalty: 4146.846191
	Iteration 1F: 3 clusters Score -1.728224e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187633 members 
Mstep: Class 2 contains 160217 members 
Entering Unmasked Estep 
Score: -17283832.000000 Penalty: 4146.846191
	Iteration 2Q: 3 clusters Score -1.728383e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197011 members 
Mstep: Class 2 contains 150839 members 
Entering Unmasked Estep 
Score: -17286980.000000 Penalty: 4146.846191
	Iteration 3Q: 3 clusters Score -1.728698e+07 nChanged 15547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211788 members 
Mstep: Class 2 contains 136062 members 
Entering Unmasked Estep 
Score: -17293536.000000 Penalty: 4146.846191
	Iteration 4Q: 3 clusters Score -1.729354e+07 nChanged 22621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233991 members 
Mstep: Class 2 contains 113859 members 
Entering Unmasked Estep 
Score: -17307336.000000 Penalty: 4146.846191
	Iteration 5F: 3 clusters Score -1.730734e+07 nChanged 30448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264233 members 
Mstep: Class 2 contains 83617 members 
Entering Unmasked Estep 
Score: -17331580.000000 Penalty: 4146.846191
	Iteration 6F: 3 clusters Score -1.733158e+07 nChanged 34046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298173 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -17364838.000000 Penalty: 4146.846191
	Iteration 7F: 3 clusters Score -1.736484e+07 nChanged 27560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325705 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -17393484.000000 Penalty: 4146.846191
	Iteration 8F: 3 clusters Score -1.739348e+07 nChanged 14703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340402 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -17408366.000000 Penalty: 4146.846191
	Iteration 9Q: 3 clusters Score -1.740837e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345604 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -17412952.000000 Penalty: 4146.846191
	Iteration 10Q: 3 clusters Score -1.741295e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347056 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -17414146.000000 Penalty: 4146.846191
	Iteration 11Q: 3 clusters Score -1.741415e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347456 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -17414542.000000 Penalty: 4146.846191
	Iteration 12Q: 3 clusters Score -1.741454e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347583 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -17414686.000000 Penalty: 4146.846191
	Iteration 13Q: 3 clusters Score -1.741469e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347617 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17414718.000000 Penalty: 4146.846191
	Iteration 14Q: 3 clusters Score -1.741472e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347634 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -17414746.000000 Penalty: 4146.846191
	Iteration 15Q: 3 clusters Score -1.741475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347648 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -17414778.000000 Penalty: 4146.846191
	Iteration 16Q: 3 clusters Score -1.741478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347657 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17414802.000000 Penalty: 4146.846191
	Iteration 17Q: 3 clusters Score -1.74148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347659 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -17414824.000000 Penalty: 4146.846191
	Iteration 18Q: 3 clusters Score -1.741482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347657 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -17414836.000000 Penalty: 4146.846191
	Iteration 19Q: 3 clusters Score -1.741484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347658 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17414838.000000 Penalty: 4146.846191
	Iteration 20F: 3 clusters Score -1.741484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347658 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -17414836.000000 Penalty: 4146.846191
	Iteration 21Q: 3 clusters Score -1.741484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347661 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -17414844.000000 Penalty: 4146.846191
	Iteration 22Q: 3 clusters Score -1.741484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347663 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -17414852.000000 Penalty: 4146.846191
	Iteration 23Q: 3 clusters Score -1.741485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347665 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17414854.000000 Penalty: 4146.846191
	Iteration 24Q: 3 clusters Score -1.741485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347666 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -17414880.000000 Penalty: 4146.846191
	Iteration 25Q: 3 clusters Score -1.741488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347665 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17414872.000000 Penalty: 4146.846191
	Iteration 26Q: 3 clusters Score -1.741487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347665 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17414872.000000 Penalty: 4146.846191
	Iteration 27Q: 3 clusters Score -1.741487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347665 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17414880.000000 Penalty: 4146.846191
	Iteration 28Q: 3 clusters Score -1.741488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347665 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -17414880.000000 Penalty: 4146.846191
	Iteration 29F: 3 clusters Score -1.741488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -54106.812500 Penalty: 1143.659790
	Iteration 0F: 2 clusters Score -54106.81 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 547 members 
Entering Unmasked Estep 
Score: -52559.472656 Penalty: 2287.319580
	Iteration 0F: 3 clusters Score -52559.47 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -52856.781250 Penalty: 2287.319580
	Iteration 1F: 3 clusters Score -52856.78 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -52973.156250 Penalty: 2287.319580
	Iteration 2F: 3 clusters Score -52973.16 nChanged 70
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: -53051.257812 Penalty: 2287.319580
	Iteration 3F: 3 clusters Score -53051.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -53089.320312 Penalty: 2287.319580
	Iteration 4Q: 3 clusters Score -53089.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -53118.285156 Penalty: 2287.319580
	Iteration 5Q: 3 clusters Score -53118.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -53140.917969 Penalty: 2287.319580
	Iteration 6Q: 3 clusters Score -53140.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -53174.664062 Penalty: 2287.319580
	Iteration 7Q: 3 clusters Score -53174.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -53212.246094 Penalty: 2287.319580
	Iteration 8Q: 3 clusters Score -53212.25 nChanged 17
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: -53225.359375 Penalty: 2287.319580
	Iteration 9Q: 3 clusters Score -53225.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -53236.687500 Penalty: 2287.319580
	Iteration 10Q: 3 clusters Score -53236.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -53245.234375 Penalty: 2287.319580
	Iteration 11Q: 3 clusters Score -53245.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -53248.554688 Penalty: 2287.319580
	Iteration 12Q: 3 clusters Score -53248.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -53253.031250 Penalty: 2287.319580
	Iteration 13Q: 3 clusters Score -53253.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -53255.238281 Penalty: 2287.319580
	Iteration 14Q: 3 clusters Score -53255.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -53258.066406 Penalty: 2287.319580
	Iteration 15Q: 3 clusters Score -53258.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -53258.343750 Penalty: 2287.319580
	Iteration 16Q: 3 clusters Score -53258.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -53258.343750 Penalty: 2287.319580
	Iteration 17F: 3 clusters Score -53258.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Entering Unmasked Estep 
Score: -612925.000000 Penalty: 1522.165649
	Iteration 0F: 2 clusters Score -612925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -604618.625000 Penalty: 3044.331299
	Iteration 0F: 3 clusters Score -604618.6 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -607380.250000 Penalty: 3044.331299
	Iteration 1F: 3 clusters Score -607380.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -607673.875000 Penalty: 3044.331299
	Iteration 2F: 3 clusters Score -607673.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -607917.687500 Penalty: 3044.331299
	Iteration 3F: 3 clusters Score -607917.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -608125.625000 Penalty: 3044.331299
	Iteration 4Q: 3 clusters Score -608125.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -608347.937500 Penalty: 3044.331299
	Iteration 5Q: 3 clusters Score -608347.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -608622.437500 Penalty: 3044.331299
	Iteration 6Q: 3 clusters Score -608622.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -608983.250000 Penalty: 3044.331299
	Iteration 7F: 3 clusters Score -608983.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -609429.250000 Penalty: 3044.331299
	Iteration 8F: 3 clusters Score -609429.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -609923.250000 Penalty: 3044.331299
	Iteration 9F: 3 clusters Score -609923.2 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -610368.000000 Penalty: 3044.331299
	Iteration 10Q: 3 clusters Score -610368 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -610706.687500 Penalty: 3044.331299
	Iteration 11Q: 3 clusters Score -610706.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -610936.625000 Penalty: 3044.331299
	Iteration 12Q: 3 clusters Score -610936.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -611083.437500 Penalty: 3044.331299
	Iteration 13Q: 3 clusters Score -611083.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -611184.812500 Penalty: 3044.331299
	Iteration 14Q: 3 clusters Score -611184.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -611258.750000 Penalty: 3044.331299
	Iteration 15Q: 3 clusters Score -611258.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -611302.062500 Penalty: 3044.331299
	Iteration 16Q: 3 clusters Score -611302.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -611338.437500 Penalty: 3044.331299
	Iteration 17Q: 3 clusters Score -611338.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -611370.562500 Penalty: 3044.331299
	Iteration 18Q: 3 clusters Score -611370.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -611395.000000 Penalty: 3044.331299
	Iteration 19Q: 3 clusters Score -611395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -611408.000000 Penalty: 3044.331299
	Iteration 20F: 3 clusters Score -611408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -611417.250000 Penalty: 3044.331299
	Iteration 21Q: 3 clusters Score -611417.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -611429.750000 Penalty: 3044.331299
	Iteration 22Q: 3 clusters Score -611429.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -611443.812500 Penalty: 3044.331299
	Iteration 23Q: 3 clusters Score -611443.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -611458.250000 Penalty: 3044.331299
	Iteration 24Q: 3 clusters Score -611458.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -611471.312500 Penalty: 3044.331299
	Iteration 25Q: 3 clusters Score -611471.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -611482.062500 Penalty: 3044.331299
	Iteration 26Q: 3 clusters Score -611482.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -611493.187500 Penalty: 3044.331299
	Iteration 27Q: 3 clusters Score -611493.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -611501.437500 Penalty: 3044.331299
	Iteration 28Q: 3 clusters Score -611501.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -611510.375000 Penalty: 3044.331299
	Iteration 29Q: 3 clusters Score -611510.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -611514.500000 Penalty: 3044.331299
	Iteration 30Q: 3 clusters Score -611514.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -611521.812500 Penalty: 3044.331299
	Iteration 31Q: 3 clusters Score -611521.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -611526.375000 Penalty: 3044.331299
	Iteration 32Q: 3 clusters Score -611526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -611528.125000 Penalty: 3044.331299
	Iteration 33Q: 3 clusters Score -611528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -611532.125000 Penalty: 3044.331299
	Iteration 34Q: 3 clusters Score -611532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -611533.437500 Penalty: 3044.331299
	Iteration 35Q: 3 clusters Score -611533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -611534.875000 Penalty: 3044.331299
	Iteration 36Q: 3 clusters Score -611534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -611535.250000 Penalty: 3044.331299
	Iteration 37Q: 3 clusters Score -611535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -611536.812500 Penalty: 3044.331299
	Iteration 38Q: 3 clusters Score -611536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -611536.437500 Penalty: 3044.331299
	Iteration 39Q: 3 clusters Score -611536.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -611538.750000 Penalty: 3044.331299
	Iteration 40F: 3 clusters Score -611538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -611539.562500 Penalty: 3044.331299
	Iteration 41Q: 3 clusters Score -611539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -611540.687500 Penalty: 3044.331299
	Iteration 42Q: 3 clusters Score -611540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -611542.562500 Penalty: 3044.331299
	Iteration 43Q: 3 clusters Score -611542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -611545.125000 Penalty: 3044.331299
	Iteration 44Q: 3 clusters Score -611545.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -611547.125000 Penalty: 3044.331299
	Iteration 45Q: 3 clusters Score -611547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -611552.062500 Penalty: 3044.331299
	Iteration 46Q: 3 clusters Score -611552.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -611556.812500 Penalty: 3044.331299
	Iteration 47Q: 3 clusters Score -611556.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -611561.812500 Penalty: 3044.331299
	Iteration 48Q: 3 clusters Score -611561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -611568.437500 Penalty: 3044.331299
	Iteration 49Q: 3 clusters Score -611568.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -611572.125000 Penalty: 3044.331299
	Iteration 50Q: 3 clusters Score -611572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -611576.312500 Penalty: 3044.331299
	Iteration 51Q: 3 clusters Score -611576.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -611577.937500 Penalty: 3044.331299
	Iteration 52Q: 3 clusters Score -611577.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -611579.750000 Penalty: 3044.331299
	Iteration 53Q: 3 clusters Score -611579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -611580.875000 Penalty: 3044.331299
	Iteration 54Q: 3 clusters Score -611580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -611581.750000 Penalty: 3044.331299
	Iteration 55Q: 3 clusters Score -611581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -611583.750000 Penalty: 3044.331299
	Iteration 56Q: 3 clusters Score -611583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -611583.875000 Penalty: 3044.331299
	Iteration 57Q: 3 clusters Score -611583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -611586.250000 Penalty: 3044.331299
	Iteration 58Q: 3 clusters Score -611586.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -611590.062500 Penalty: 3044.331299
	Iteration 59Q: 3 clusters Score -611590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -611592.000000 Penalty: 3044.331299
	Iteration 60F: 3 clusters Score -611592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -611592.312500 Penalty: 3044.331299
	Iteration 61Q: 3 clusters Score -611592.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -611592.312500 Penalty: 3044.331299
	Iteration 62F: 3 clusters Score -611592.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Entering Unmasked Estep 
Score: -1215484.750000 Penalty: 1636.026855
	Iteration 0F: 2 clusters Score -1215485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1199643.625000 Penalty: 3272.053711
	Iteration 0F: 3 clusters Score -1199644 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1205625.500000 Penalty: 3272.053711
	Iteration 1F: 3 clusters Score -1205626 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1206027.625000 Penalty: 3272.053711
	Iteration 2Q: 3 clusters Score -1206028 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1206472.625000 Penalty: 3272.053711
	Iteration 3Q: 3 clusters Score -1206473 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1206987.125000 Penalty: 3272.053711
	Iteration 4Q: 3 clusters Score -1206987 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1207557.250000 Penalty: 3272.053711
	Iteration 5Q: 3 clusters Score -1207557 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1208226.625000 Penalty: 3272.053711
	Iteration 6Q: 3 clusters Score -1208227 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1209026.625000 Penalty: 3272.053711
	Iteration 7F: 3 clusters Score -1209027 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1209905.000000 Penalty: 3272.053711
	Iteration 8F: 3 clusters Score -1209905 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1210825.750000 Penalty: 3272.053711
	Iteration 9F: 3 clusters Score -1210826 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1211664.375000 Penalty: 3272.053711
	Iteration 10F: 3 clusters Score -1211664 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1212244.875000 Penalty: 3272.053711
	Iteration 11Q: 3 clusters Score -1212245 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1212572.250000 Penalty: 3272.053711
	Iteration 12Q: 3 clusters Score -1212572 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -1212760.500000 Penalty: 3272.053711
	Iteration 13Q: 3 clusters Score -1212760 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1212938.000000 Penalty: 3272.053711
	Iteration 14Q: 3 clusters Score -1212938 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1213099.250000 Penalty: 3272.053711
	Iteration 15Q: 3 clusters Score -1213099 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1213248.000000 Penalty: 3272.053711
	Iteration 16Q: 3 clusters Score -1213248 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1213373.125000 Penalty: 3272.053711
	Iteration 17Q: 3 clusters Score -1213373 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1213474.500000 Penalty: 3272.053711
	Iteration 18Q: 3 clusters Score -1213474 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1213555.375000 Penalty: 3272.053711
	Iteration 19Q: 3 clusters Score -1213555 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1213612.500000 Penalty: 3272.053711
	Iteration 20F: 3 clusters Score -1213612 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1213660.500000 Penalty: 3272.053711
	Iteration 21Q: 3 clusters Score -1213660 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1213690.375000 Penalty: 3272.053711
	Iteration 22Q: 3 clusters Score -1213690 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -1213718.750000 Penalty: 3272.053711
	Iteration 23Q: 3 clusters Score -1213719 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1213749.000000 Penalty: 3272.053711
	Iteration 24Q: 3 clusters Score -1213749 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1213774.375000 Penalty: 3272.053711
	Iteration 25Q: 3 clusters Score -1213774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1213797.500000 Penalty: 3272.053711
	Iteration 26Q: 3 clusters Score -1213798 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -1213823.500000 Penalty: 3272.053711
	Iteration 27Q: 3 clusters Score -1213824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -1213844.000000 Penalty: 3272.053711
	Iteration 28Q: 3 clusters Score -1213844 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1213868.000000 Penalty: 3272.053711
	Iteration 29Q: 3 clusters Score -1213868 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -1213886.375000 Penalty: 3272.053711
	Iteration 30Q: 3 clusters Score -1213886 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1213906.375000 Penalty: 3272.053711
	Iteration 31Q: 3 clusters Score -1213906 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1213917.875000 Penalty: 3272.053711
	Iteration 32Q: 3 clusters Score -1213918 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1213937.375000 Penalty: 3272.053711
	Iteration 33Q: 3 clusters Score -1213937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -1213945.125000 Penalty: 3272.053711
	Iteration 34Q: 3 clusters Score -1213945 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1213961.500000 Penalty: 3272.053711
	Iteration 35Q: 3 clusters Score -1213962 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -1213979.750000 Penalty: 3272.053711
	Iteration 36Q: 3 clusters Score -1213980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1213993.375000 Penalty: 3272.053711
	Iteration 37Q: 3 clusters Score -1213993 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1214012.125000 Penalty: 3272.053711
	Iteration 38Q: 3 clusters Score -1214012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1214025.000000 Penalty: 3272.053711
	Iteration 39Q: 3 clusters Score -1214025 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -1214031.000000 Penalty: 3272.053711
	Iteration 40F: 3 clusters Score -1214031 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1214047.000000 Penalty: 3272.053711
	Iteration 41Q: 3 clusters Score -1214047 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1214057.875000 Penalty: 3272.053711
	Iteration 42Q: 3 clusters Score -1214058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -1214067.125000 Penalty: 3272.053711
	Iteration 43Q: 3 clusters Score -1214067 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -1214083.625000 Penalty: 3272.053711
	Iteration 44Q: 3 clusters Score -1214084 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1214098.000000 Penalty: 3272.053711
	Iteration 45Q: 3 clusters Score -1214098 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -1214107.250000 Penalty: 3272.053711
	Iteration 46Q: 3 clusters Score -1214107 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1214116.125000 Penalty: 3272.053711
	Iteration 47Q: 3 clusters Score -1214116 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1214131.000000 Penalty: 3272.053711
	Iteration 48Q: 3 clusters Score -1214131 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1214142.375000 Penalty: 3272.053711
	Iteration 49Q: 3 clusters Score -1214142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1214148.250000 Penalty: 3272.053711
	Iteration 50Q: 3 clusters Score -1214148 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -1214158.375000 Penalty: 3272.053711
	Iteration 51Q: 3 clusters Score -1214158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -1214167.500000 Penalty: 3272.053711
	Iteration 52Q: 3 clusters Score -1214168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -1214176.875000 Penalty: 3272.053711
	Iteration 53Q: 3 clusters Score -1214177 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1214182.000000 Penalty: 3272.053711
	Iteration 54Q: 3 clusters Score -1214182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1214186.000000 Penalty: 3272.053711
	Iteration 55Q: 3 clusters Score -1214186 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -1214200.750000 Penalty: 3272.053711
	Iteration 56Q: 3 clusters Score -1214201 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1214221.125000 Penalty: 3272.053711
	Iteration 57Q: 3 clusters Score -1214221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -1214228.125000 Penalty: 3272.053711
	Iteration 58Q: 3 clusters Score -1214228 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -1214237.125000 Penalty: 3272.053711
	Iteration 59Q: 3 clusters Score -1214237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1214253.000000 Penalty: 3272.053711
	Iteration 60F: 3 clusters Score -1214253 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -1214269.750000 Penalty: 3272.053711
	Iteration 61Q: 3 clusters Score -1214270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -1214274.375000 Penalty: 3272.053711
	Iteration 62Q: 3 clusters Score -1214274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -1214283.625000 Penalty: 3272.053711
	Iteration 63Q: 3 clusters Score -1214284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1214290.000000 Penalty: 3272.053711
	Iteration 64Q: 3 clusters Score -1214290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -1214307.125000 Penalty: 3272.053711
	Iteration 65Q: 3 clusters Score -1214307 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -1214318.625000 Penalty: 3272.053711
	Iteration 66Q: 3 clusters Score -1214319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -1214327.125000 Penalty: 3272.053711
	Iteration 67Q: 3 clusters Score -1214327 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -1214337.375000 Penalty: 3272.053711
	Iteration 68Q: 3 clusters Score -1214337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -1214345.375000 Penalty: 3272.053711
	Iteration 69Q: 3 clusters Score -1214345 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -1214353.125000 Penalty: 3272.053711
	Iteration 70Q: 3 clusters Score -1214353 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -1214359.875000 Penalty: 3272.053711
	Iteration 71Q: 3 clusters Score -1214360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -1214364.750000 Penalty: 3272.053711
	Iteration 72Q: 3 clusters Score -1214365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -1214370.125000 Penalty: 3272.053711
	Iteration 73Q: 3 clusters Score -1214370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -1214378.500000 Penalty: 3272.053711
	Iteration 74Q: 3 clusters Score -1214378 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1214387.500000 Penalty: 3272.053711
	Iteration 75Q: 3 clusters Score -1214388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1214394.250000 Penalty: 3272.053711
	Iteration 76Q: 3 clusters Score -1214394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -1214405.875000 Penalty: 3272.053711
	Iteration 77Q: 3 clusters Score -1214406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1214409.125000 Penalty: 3272.053711
	Iteration 78Q: 3 clusters Score -1214409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -1214411.625000 Penalty: 3272.053711
	Iteration 79Q: 3 clusters Score -1214412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1214412.750000 Penalty: 3272.053711
	Iteration 80F: 3 clusters Score -1214413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -1214412.375000 Penalty: 3272.053711
	Iteration 81Q: 3 clusters Score -1214412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1214423.000000 Penalty: 3272.053711
	Iteration 82Q: 3 clusters Score -1214423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1214432.375000 Penalty: 3272.053711
	Iteration 83Q: 3 clusters Score -1214432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -1214433.125000 Penalty: 3272.053711
	Iteration 84Q: 3 clusters Score -1214433 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -1214444.750000 Penalty: 3272.053711
	Iteration 85Q: 3 clusters Score -1214445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -1214454.000000 Penalty: 3272.053711
	Iteration 86Q: 3 clusters Score -1214454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1214467.000000 Penalty: 3272.053711
	Iteration 87Q: 3 clusters Score -1214467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1214469.250000 Penalty: 3272.053711
	Iteration 88Q: 3 clusters Score -1214469 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -1214484.500000 Penalty: 3272.053711
	Iteration 89Q: 3 clusters Score -1214484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1214501.750000 Penalty: 3272.053711
	Iteration 90Q: 3 clusters Score -1214502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -1214502.375000 Penalty: 3272.053711
	Iteration 91Q: 3 clusters Score -1214502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1214512.250000 Penalty: 3272.053711
	Iteration 92Q: 3 clusters Score -1214512 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1214519.250000 Penalty: 3272.053711
	Iteration 93Q: 3 clusters Score -1214519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -1214526.375000 Penalty: 3272.053711
	Iteration 94Q: 3 clusters Score -1214526 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -1214533.625000 Penalty: 3272.053711
	Iteration 95Q: 3 clusters Score -1214534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -1214545.625000 Penalty: 3272.053711
	Iteration 96Q: 3 clusters Score -1214546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1214555.125000 Penalty: 3272.053711
	Iteration 97Q: 3 clusters Score -1214555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -1214558.000000 Penalty: 3272.053711
	Iteration 98Q: 3 clusters Score -1214558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -1214563.875000 Penalty: 3272.053711
	Iteration 99Q: 3 clusters Score -1214564 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -1214570.125000 Penalty: 3272.053711
	Iteration 100F: 3 clusters Score -1214570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1214573.250000 Penalty: 3272.053711
	Iteration 101Q: 3 clusters Score -1214573 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1214581.000000 Penalty: 3272.053711
	Iteration 102Q: 3 clusters Score -1214581 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -1214586.250000 Penalty: 3272.053711
	Iteration 103Q: 3 clusters Score -1214586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -1214586.750000 Penalty: 3272.053711
	Iteration 104Q: 3 clusters Score -1214587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -1214593.250000 Penalty: 3272.053711
	Iteration 105Q: 3 clusters Score -1214593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -1214595.250000 Penalty: 3272.053711
	Iteration 106Q: 3 clusters Score -1214595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -1214601.875000 Penalty: 3272.053711
	Iteration 107Q: 3 clusters Score -1214602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -1214611.875000 Penalty: 3272.053711
	Iteration 108Q: 3 clusters Score -1214612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -1214615.500000 Penalty: 3272.053711
	Iteration 109Q: 3 clusters Score -1214616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -1214618.625000 Penalty: 3272.053711
	Iteration 110Q: 3 clusters Score -1214619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -1214621.000000 Penalty: 3272.053711
	Iteration 111Q: 3 clusters Score -1214621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -1214623.375000 Penalty: 3272.053711
	Iteration 112Q: 3 clusters Score -1214623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -1214628.875000 Penalty: 3272.053711
	Iteration 113Q: 3 clusters Score -1214629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -1214631.375000 Penalty: 3272.053711
	Iteration 114Q: 3 clusters Score -1214631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -1214633.000000 Penalty: 3272.053711
	Iteration 115Q: 3 clusters Score -1214633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -1214631.375000 Penalty: 3272.053711
	Iteration 116Q: 3 clusters Score -1214631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -1214638.375000 Penalty: 3272.053711
	Iteration 117Q: 3 clusters Score -1214638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -1214640.000000 Penalty: 3272.053711
	Iteration 118Q: 3 clusters Score -1214640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -1214641.125000 Penalty: 3272.053711
	Iteration 119Q: 3 clusters Score -1214641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -1214640.875000 Penalty: 3272.053711
	Iteration 120F: 3 clusters Score -1214641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -1214641.375000 Penalty: 3272.053711
	Iteration 121Q: 3 clusters Score -1214641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1214641.625000 Penalty: 3272.053711
	Iteration 122Q: 3 clusters Score -1214642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -1214640.250000 Penalty: 3272.053711
	Iteration 123Q: 3 clusters Score -1214640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -1214641.375000 Penalty: 3272.053711
	Iteration 124Q: 3 clusters Score -1214641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1214641.500000 Penalty: 3272.053711
	Iteration 125Q: 3 clusters Score -1214642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -1214642.500000 Penalty: 3272.053711
	Iteration 126Q: 3 clusters Score -1214642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1214646.375000 Penalty: 3272.053711
	Iteration 127Q: 3 clusters Score -1214646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -1214647.000000 Penalty: 3272.053711
	Iteration 128Q: 3 clusters Score -1214647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -1214646.125000 Penalty: 3272.053711
	Iteration 129Q: 3 clusters Score -1214646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -1214645.625000 Penalty: 3272.053711
	Iteration 130Q: 3 clusters Score -1214646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -1214648.375000 Penalty: 3272.053711
	Iteration 131Q: 3 clusters Score -1214648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -1214649.625000 Penalty: 3272.053711
	Iteration 132Q: 3 clusters Score -1214650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -1214649.750000 Penalty: 3272.053711
	Iteration 133Q: 3 clusters Score -1214650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -1214647.125000 Penalty: 3272.053711
	Iteration 134Q: 3 clusters Score -1214647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -1214648.000000 Penalty: 3272.053711
	Iteration 135Q: 3 clusters Score -1214648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -1214650.500000 Penalty: 3272.053711
	Iteration 136Q: 3 clusters Score -1214650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1214649.250000 Penalty: 3272.053711
	Iteration 137Q: 3 clusters Score -1214649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -1214649.250000 Penalty: 3272.053711
	Iteration 138F: 3 clusters Score -1214649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Entering Unmasked Estep 
Score: -832071.875000 Penalty: 1584.230713
	Iteration 0F: 2 clusters Score -832071.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -820258.062500 Penalty: 3168.461426
	Iteration 0F: 3 clusters Score -820258.1 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -824433.500000 Penalty: 3168.461426
	Iteration 1F: 3 clusters Score -824433.5 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -824779.500000 Penalty: 3168.461426
	Iteration 2F: 3 clusters Score -824779.5 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -825129.937500 Penalty: 3168.461426
	Iteration 3Q: 3 clusters Score -825129.9 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -825542.750000 Penalty: 3168.461426
	Iteration 4F: 3 clusters Score -825542.8 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -826049.062500 Penalty: 3168.461426
	Iteration 5F: 3 clusters Score -826049.1 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -826674.687500 Penalty: 3168.461426
	Iteration 6F: 3 clusters Score -826674.7 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -827394.062500 Penalty: 3168.461426
	Iteration 7F: 3 clusters Score -827394.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -828077.562500 Penalty: 3168.461426
	Iteration 8F: 3 clusters Score -828077.6 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -828703.937500 Penalty: 3168.461426
	Iteration 9F: 3 clusters Score -828703.9 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -829242.875000 Penalty: 3168.461426
	Iteration 10Q: 3 clusters Score -829242.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -829658.375000 Penalty: 3168.461426
	Iteration 11Q: 3 clusters Score -829658.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -830027.250000 Penalty: 3168.461426
	Iteration 12Q: 3 clusters Score -830027.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -830350.875000 Penalty: 3168.461426
	Iteration 13Q: 3 clusters Score -830350.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -830603.687500 Penalty: 3168.461426
	Iteration 14Q: 3 clusters Score -830603.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -830784.500000 Penalty: 3168.461426
	Iteration 15Q: 3 clusters Score -830784.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -830938.687500 Penalty: 3168.461426
	Iteration 16Q: 3 clusters Score -830938.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -831047.812500 Penalty: 3168.461426
	Iteration 17Q: 3 clusters Score -831047.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -831130.000000 Penalty: 3168.461426
	Iteration 18Q: 3 clusters Score -831130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -831168.687500 Penalty: 3168.461426
	Iteration 19Q: 3 clusters Score -831168.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -831198.437500 Penalty: 3168.461426
	Iteration 20F: 3 clusters Score -831198.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -831216.500000 Penalty: 3168.461426
	Iteration 21Q: 3 clusters Score -831216.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -831235.187500 Penalty: 3168.461426
	Iteration 22Q: 3 clusters Score -831235.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -831243.750000 Penalty: 3168.461426
	Iteration 23Q: 3 clusters Score -831243.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -831249.875000 Penalty: 3168.461426
	Iteration 24Q: 3 clusters Score -831249.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -831251.000000 Penalty: 3168.461426
	Iteration 25Q: 3 clusters Score -831251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -831253.125000 Penalty: 3168.461426
	Iteration 26Q: 3 clusters Score -831253.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -831258.875000 Penalty: 3168.461426
	Iteration 27Q: 3 clusters Score -831258.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -831256.562500 Penalty: 3168.461426
	Iteration 28Q: 3 clusters Score -831256.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -831258.687500 Penalty: 3168.461426
	Iteration 29Q: 3 clusters Score -831258.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -831260.375000 Penalty: 3168.461426
	Iteration 30Q: 3 clusters Score -831260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -831260.000000 Penalty: 3168.461426
	Iteration 31Q: 3 clusters Score -831260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -831262.250000 Penalty: 3168.461426
	Iteration 32Q: 3 clusters Score -831262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -831260.312500 Penalty: 3168.461426
	Iteration 33Q: 3 clusters Score -831260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -831260.312500 Penalty: 3168.461426
	Iteration 34F: 3 clusters Score -831260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Entering Unmasked Estep 
Score: -394898.593750 Penalty: 1483.800659
	Iteration 0F: 2 clusters Score -394898.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -388194.187500 Penalty: 2967.601318
	Iteration 0F: 3 clusters Score -388194.2 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -391250.562500 Penalty: 2967.601318
	Iteration 1F: 3 clusters Score -391250.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -392440.187500 Penalty: 2967.601318
	Iteration 2F: 3 clusters Score -392440.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -393529.812500 Penalty: 2967.601318
	Iteration 3F: 3 clusters Score -393529.8 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -394687.656250 Penalty: 2967.601318
	Iteration 4F: 3 clusters Score -394687.7 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -395607.843750 Penalty: 2967.601318
	Iteration 5F: 3 clusters Score -395607.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -396098.718750 Penalty: 2967.601318
	Iteration 6F: 3 clusters Score -396098.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -396330.375000 Penalty: 2967.601318
	Iteration 7Q: 3 clusters Score -396330.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -396454.375000 Penalty: 2967.601318
	Iteration 8Q: 3 clusters Score -396454.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -396531.875000 Penalty: 2967.601318
	Iteration 9Q: 3 clusters Score -396531.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -396569.406250 Penalty: 2967.601318
	Iteration 10Q: 3 clusters Score -396569.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -396589.593750 Penalty: 2967.601318
	Iteration 11Q: 3 clusters Score -396589.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -396605.750000 Penalty: 2967.601318
	Iteration 12Q: 3 clusters Score -396605.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -396619.093750 Penalty: 2967.601318
	Iteration 13Q: 3 clusters Score -396619.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -396639.218750 Penalty: 2967.601318
	Iteration 14Q: 3 clusters Score -396639.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -396652.843750 Penalty: 2967.601318
	Iteration 15Q: 3 clusters Score -396652.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -396663.281250 Penalty: 2967.601318
	Iteration 16Q: 3 clusters Score -396663.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -396673.812500 Penalty: 2967.601318
	Iteration 17Q: 3 clusters Score -396673.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -396688.312500 Penalty: 2967.601318
	Iteration 18Q: 3 clusters Score -396688.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -396716.500000 Penalty: 2967.601318
	Iteration 19Q: 3 clusters Score -396716.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -396752.000000 Penalty: 2967.601318
	Iteration 20F: 3 clusters Score -396752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -396822.906250 Penalty: 2967.601318
	Iteration 21Q: 3 clusters Score -396822.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -396950.468750 Penalty: 2967.601318
	Iteration 22Q: 3 clusters Score -396950.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -397102.468750 Penalty: 2967.601318
	Iteration 23Q: 3 clusters Score -397102.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -397176.593750 Penalty: 2967.601318
	Iteration 24Q: 3 clusters Score -397176.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -397195.656250 Penalty: 2967.601318
	Iteration 25Q: 3 clusters Score -397195.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -397204.531250 Penalty: 2967.601318
	Iteration 26Q: 3 clusters Score -397204.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -397205.187500 Penalty: 2967.601318
	Iteration 27Q: 3 clusters Score -397205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -397208.750000 Penalty: 2967.601318
	Iteration 28Q: 3 clusters Score -397208.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -397206.531250 Penalty: 2967.601318
	Iteration 29Q: 3 clusters Score -397206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -397208.750000 Penalty: 2967.601318
	Iteration 30Q: 3 clusters Score -397208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -397208.750000 Penalty: 2967.601318
	Iteration 31F: 3 clusters Score -397208.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 347850 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 11698 members 
Mstep: Class 4 contains 6993 members 
Mstep: Class 5 contains 23573 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 2245 members 
Mstep: Class 8 contains 46385 members 
Mstep: Class 10 contains 1390 members 
Mstep: Class 11 contains 45119 members 
Mstep: Class 12 contains 16178 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 9451 members 
Mstep: Class 19 contains 25469 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 4464 members 
Mstep: Class 23 contains 3488 members 
Entering Unmasked Estep 
Score: -28185844.000000 Penalty: 38844.960938
Splitting cluster 7 changes total score from -28184028.000000 to -28185844.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (46385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Entering Unmasked Estep 
Score: -2305236.250000 Penalty: 1746.018921
	Iteration 0F: 2 clusters Score -2305236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2274102.000000 Penalty: 3492.037842
	Iteration 0F: 3 clusters Score -2274102 nChanged 21780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -2286788.000000 Penalty: 3492.037842
	Iteration 1F: 3 clusters Score -2286788 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -2287612.500000 Penalty: 3492.037842
	Iteration 2Q: 3 clusters Score -2287612 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -2288890.500000 Penalty: 3492.037842
	Iteration 3F: 3 clusters Score -2288890 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -2290797.750000 Penalty: 3492.037842
	Iteration 4F: 3 clusters Score -2290798 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -2293495.250000 Penalty: 3492.037842
	Iteration 5F: 3 clusters Score -2293495 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -2296686.500000 Penalty: 3492.037842
	Iteration 6F: 3 clusters Score -2296686 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -2299552.500000 Penalty: 3492.037842
	Iteration 7F: 3 clusters Score -2299552 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -2301601.750000 Penalty: 3492.037842
	Iteration 8Q: 3 clusters Score -2301602 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -2302738.500000 Penalty: 3492.037842
	Iteration 9Q: 3 clusters Score -2302738 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -2303364.750000 Penalty: 3492.037842
	Iteration 10Q: 3 clusters Score -2303365 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -2303728.500000 Penalty: 3492.037842
	Iteration 11Q: 3 clusters Score -2303728 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -2303947.250000 Penalty: 3492.037842
	Iteration 12Q: 3 clusters Score -2303947 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -2304090.750000 Penalty: 3492.037842
	Iteration 13Q: 3 clusters Score -2304091 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -2304179.750000 Penalty: 3492.037842
	Iteration 14Q: 3 clusters Score -2304180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -2304208.500000 Penalty: 3492.037842
	Iteration 15Q: 3 clusters Score -2304208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -2304221.750000 Penalty: 3492.037842
	Iteration 16Q: 3 clusters Score -2304222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -2304247.750000 Penalty: 3492.037842
	Iteration 17Q: 3 clusters Score -2304248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -2304253.250000 Penalty: 3492.037842
	Iteration 18Q: 3 clusters Score -2304253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -2304259.250000 Penalty: 3492.037842
	Iteration 19Q: 3 clusters Score -2304259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -2304263.500000 Penalty: 3492.037842
	Iteration 20F: 3 clusters Score -2304264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -2304268.250000 Penalty: 3492.037842
	Iteration 21Q: 3 clusters Score -2304268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -2304271.500000 Penalty: 3492.037842
	Iteration 22Q: 3 clusters Score -2304272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -2304276.250000 Penalty: 3492.037842
	Iteration 23Q: 3 clusters Score -2304276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -2304277.750000 Penalty: 3492.037842
	Iteration 24Q: 3 clusters Score -2304278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -2304281.250000 Penalty: 3492.037842
	Iteration 25Q: 3 clusters Score -2304281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -2304287.000000 Penalty: 3492.037842
	Iteration 26Q: 3 clusters Score -2304287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -2304282.250000 Penalty: 3492.037842
	Iteration 27Q: 3 clusters Score -2304282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -2304283.250000 Penalty: 3492.037842
	Iteration 28Q: 3 clusters Score -2304283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -2304282.500000 Penalty: 3492.037842
	Iteration 29Q: 3 clusters Score -2304282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -2304282.500000 Penalty: 3492.037842
	Iteration 30F: 3 clusters Score -2304282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -56134.910156 Penalty: 1176.022095
	Iteration 0F: 2 clusters Score -56134.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -54463.964844 Penalty: 2352.044189
	Iteration 0F: 3 clusters Score -54463.96 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -54949.625000 Penalty: 2352.044189
	Iteration 1F: 3 clusters Score -54949.62 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -55169.601562 Penalty: 2352.044189
	Iteration 2F: 3 clusters Score -55169.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -55318.949219 Penalty: 2352.044189
	Iteration 3F: 3 clusters Score -55318.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -55402.480469 Penalty: 2352.044189
	Iteration 4Q: 3 clusters Score -55402.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -55474.738281 Penalty: 2352.044189
	Iteration 5Q: 3 clusters Score -55474.74 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -55547.378906 Penalty: 2352.044189
	Iteration 6Q: 3 clusters Score -55547.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -55607.460938 Penalty: 2352.044189
	Iteration 7Q: 3 clusters Score -55607.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -55652.683594 Penalty: 2352.044189
	Iteration 8Q: 3 clusters Score -55652.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -55687.671875 Penalty: 2352.044189
	Iteration 9Q: 3 clusters Score -55687.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -55709.511719 Penalty: 2352.044189
	Iteration 10Q: 3 clusters Score -55709.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -55722.933594 Penalty: 2352.044189
	Iteration 11Q: 3 clusters Score -55722.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -55735.054688 Penalty: 2352.044189
	Iteration 12Q: 3 clusters Score -55735.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -55743.519531 Penalty: 2352.044189
	Iteration 13Q: 3 clusters Score -55743.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -55753.464844 Penalty: 2352.044189
	Iteration 14Q: 3 clusters Score -55753.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -55766.515625 Penalty: 2352.044189
	Iteration 15Q: 3 clusters Score -55766.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -55773.449219 Penalty: 2352.044189
	Iteration 16Q: 3 clusters Score -55773.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -55775.050781 Penalty: 2352.044189
	Iteration 17Q: 3 clusters Score -55775.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -55775.050781 Penalty: 2352.044189
	Iteration 18F: 3 clusters Score -55775.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Entering Unmasked Estep 
Score: -2243692.000000 Penalty: 1741.522095
	Iteration 0F: 2 clusters Score -2243692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2213316.500000 Penalty: 3483.044189
	Iteration 0F: 3 clusters Score -2213316 nChanged 21136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -2225486.000000 Penalty: 3483.044189
	Iteration 1F: 3 clusters Score -2225486 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2226313.000000 Penalty: 3483.044189
	Iteration 2Q: 3 clusters Score -2226313 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -2227573.000000 Penalty: 3483.044189
	Iteration 3F: 3 clusters Score -2227573 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -2229587.750000 Penalty: 3483.044189
	Iteration 4F: 3 clusters Score -2229588 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -2232544.000000 Penalty: 3483.044189
	Iteration 5F: 3 clusters Score -2232544 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -2236082.000000 Penalty: 3483.044189
	Iteration 6F: 3 clusters Score -2236082 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -2239241.000000 Penalty: 3483.044189
	Iteration 7F: 3 clusters Score -2239241 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -2241088.000000 Penalty: 3483.044189
	Iteration 8Q: 3 clusters Score -2241088 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -2241987.000000 Penalty: 3483.044189
	Iteration 9Q: 3 clusters Score -2241987 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -2242503.000000 Penalty: 3483.044189
	Iteration 10Q: 3 clusters Score -2242503 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -2242776.000000 Penalty: 3483.044189
	Iteration 11Q: 3 clusters Score -2242776 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -2242904.750000 Penalty: 3483.044189
	Iteration 12Q: 3 clusters Score -2242905 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -2242984.250000 Penalty: 3483.044189
	Iteration 13Q: 3 clusters Score -2242984 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -2243024.000000 Penalty: 3483.044189
	Iteration 14Q: 3 clusters Score -2243024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -2243047.750000 Penalty: 3483.044189
	Iteration 15Q: 3 clusters Score -2243048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -2243056.000000 Penalty: 3483.044189
	Iteration 16Q: 3 clusters Score -2243056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -2243058.250000 Penalty: 3483.044189
	Iteration 17Q: 3 clusters Score -2243058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -2243065.250000 Penalty: 3483.044189
	Iteration 18Q: 3 clusters Score -2243065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -2243067.500000 Penalty: 3483.044189
	Iteration 19Q: 3 clusters Score -2243068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -2243069.500000 Penalty: 3483.044189
	Iteration 20F: 3 clusters Score -2243070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -2243075.750000 Penalty: 3483.044189
	Iteration 21Q: 3 clusters Score -2243076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -2243081.000000 Penalty: 3483.044189
	Iteration 22Q: 3 clusters Score -2243081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -2243083.250000 Penalty: 3483.044189
	Iteration 23Q: 3 clusters Score -2243083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -2243088.750000 Penalty: 3483.044189
	Iteration 24Q: 3 clusters Score -2243089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -2243094.000000 Penalty: 3483.044189
	Iteration 25Q: 3 clusters Score -2243094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -2243092.750000 Penalty: 3483.044189
	Iteration 26Q: 3 clusters Score -2243093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -2243091.750000 Penalty: 3483.044189
	Iteration 27Q: 3 clusters Score -2243092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -2243091.750000 Penalty: 3483.044189
	Iteration 28Q: 3 clusters Score -2243092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -2243092.000000 Penalty: 3483.044189
	Iteration 29Q: 3 clusters Score -2243092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -2243095.500000 Penalty: 3483.044189
	Iteration 30Q: 3 clusters Score -2243096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -2243097.750000 Penalty: 3483.044189
	Iteration 31Q: 3 clusters Score -2243098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -2243095.750000 Penalty: 3483.044189
	Iteration 32Q: 3 clusters Score -2243096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -2243100.250000 Penalty: 3483.044189
	Iteration 33Q: 3 clusters Score -2243100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -2243098.250000 Penalty: 3483.044189
	Iteration 34Q: 3 clusters Score -2243098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -2243097.250000 Penalty: 3483.044189
	Iteration 35Q: 3 clusters Score -2243097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -2243097.250000 Penalty: 3483.044189
	Iteration 36F: 3 clusters Score -2243097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Entering Unmasked Estep 
Score: -772365.812500 Penalty: 1574.853638
	Iteration 0F: 2 clusters Score -772365.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -761179.125000 Penalty: 3149.707275
	Iteration 0F: 3 clusters Score -761179.1 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -765100.437500 Penalty: 3149.707275
	Iteration 1F: 3 clusters Score -765100.4 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -765412.312500 Penalty: 3149.707275
	Iteration 2F: 3 clusters Score -765412.3 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -765708.437500 Penalty: 3149.707275
	Iteration 3Q: 3 clusters Score -765708.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -766049.000000 Penalty: 3149.707275
	Iteration 4Q: 3 clusters Score -766049 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -766491.750000 Penalty: 3149.707275
	Iteration 5F: 3 clusters Score -766491.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -767032.000000 Penalty: 3149.707275
	Iteration 6F: 3 clusters Score -767032 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -767685.062500 Penalty: 3149.707275
	Iteration 7F: 3 clusters Score -767685.1 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -768424.875000 Penalty: 3149.707275
	Iteration 8F: 3 clusters Score -768424.9 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -769200.687500 Penalty: 3149.707275
	Iteration 9F: 3 clusters Score -769200.7 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -769914.187500 Penalty: 3149.707275
	Iteration 10Q: 3 clusters Score -769914.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -770516.250000 Penalty: 3149.707275
	Iteration 11Q: 3 clusters Score -770516.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -771021.812500 Penalty: 3149.707275
	Iteration 12Q: 3 clusters Score -771021.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -771394.125000 Penalty: 3149.707275
	Iteration 13Q: 3 clusters Score -771394.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -771652.250000 Penalty: 3149.707275
	Iteration 14Q: 3 clusters Score -771652.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -771815.375000 Penalty: 3149.707275
	Iteration 15Q: 3 clusters Score -771815.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -771905.437500 Penalty: 3149.707275
	Iteration 16Q: 3 clusters Score -771905.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -771952.875000 Penalty: 3149.707275
	Iteration 17Q: 3 clusters Score -771952.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -771980.437500 Penalty: 3149.707275
	Iteration 18Q: 3 clusters Score -771980.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -772009.750000 Penalty: 3149.707275
	Iteration 19Q: 3 clusters Score -772009.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -772031.062500 Penalty: 3149.707275
	Iteration 20F: 3 clusters Score -772031.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -772047.625000 Penalty: 3149.707275
	Iteration 21Q: 3 clusters Score -772047.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -772060.312500 Penalty: 3149.707275
	Iteration 22Q: 3 clusters Score -772060.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -772069.437500 Penalty: 3149.707275
	Iteration 23Q: 3 clusters Score -772069.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -772075.187500 Penalty: 3149.707275
	Iteration 24Q: 3 clusters Score -772075.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -772083.375000 Penalty: 3149.707275
	Iteration 25Q: 3 clusters Score -772083.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -772089.312500 Penalty: 3149.707275
	Iteration 26Q: 3 clusters Score -772089.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -772093.937500 Penalty: 3149.707275
	Iteration 27Q: 3 clusters Score -772093.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -772096.062500 Penalty: 3149.707275
	Iteration 28Q: 3 clusters Score -772096.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -772096.687500 Penalty: 3149.707275
	Iteration 29Q: 3 clusters Score -772096.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -772096.750000 Penalty: 3149.707275
	Iteration 30Q: 3 clusters Score -772096.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -772100.000000 Penalty: 3149.707275
	Iteration 31Q: 3 clusters Score -772100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -772099.750000 Penalty: 3149.707275
	Iteration 32Q: 3 clusters Score -772099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -772097.312500 Penalty: 3149.707275
	Iteration 33Q: 3 clusters Score -772097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -772097.875000 Penalty: 3149.707275
	Iteration 34Q: 3 clusters Score -772097.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -772099.125000 Penalty: 3149.707275
	Iteration 35Q: 3 clusters Score -772099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -772101.187500 Penalty: 3149.707275
	Iteration 36Q: 3 clusters Score -772101.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -772101.375000 Penalty: 3149.707275
	Iteration 37Q: 3 clusters Score -772101.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -772102.625000 Penalty: 3149.707275
	Iteration 38Q: 3 clusters Score -772102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -772102.687500 Penalty: 3149.707275
	Iteration 39Q: 3 clusters Score -772102.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -772102.687500 Penalty: 3149.707275
	Iteration 40F: 3 clusters Score -772102.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Entering Unmasked Estep 
Score: -219725.078125 Penalty: 1362.790161
	Iteration 0F: 2 clusters Score -219725.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -216163.281250 Penalty: 2725.580322
	Iteration 0F: 3 clusters Score -216163.3 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -217075.171875 Penalty: 2725.580322
	Iteration 1F: 3 clusters Score -217075.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -217276.625000 Penalty: 2725.580322
	Iteration 2F: 3 clusters Score -217276.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -217412.296875 Penalty: 2725.580322
	Iteration 3F: 3 clusters Score -217412.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -217503.015625 Penalty: 2725.580322
	Iteration 4Q: 3 clusters Score -217503 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -217578.906250 Penalty: 2725.580322
	Iteration 5Q: 3 clusters Score -217578.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -217655.500000 Penalty: 2725.580322
	Iteration 6Q: 3 clusters Score -217655.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -217716.640625 Penalty: 2725.580322
	Iteration 7Q: 3 clusters Score -217716.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -217776.015625 Penalty: 2725.580322
	Iteration 8Q: 3 clusters Score -217776 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -217832.562500 Penalty: 2725.580322
	Iteration 9Q: 3 clusters Score -217832.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -217879.234375 Penalty: 2725.580322
	Iteration 10Q: 3 clusters Score -217879.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -217918.406250 Penalty: 2725.580322
	Iteration 11Q: 3 clusters Score -217918.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -217962.937500 Penalty: 2725.580322
	Iteration 12Q: 3 clusters Score -217962.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -217996.437500 Penalty: 2725.580322
	Iteration 13Q: 3 clusters Score -217996.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -218025.281250 Penalty: 2725.580322
	Iteration 14Q: 3 clusters Score -218025.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -218051.609375 Penalty: 2725.580322
	Iteration 15Q: 3 clusters Score -218051.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -218073.593750 Penalty: 2725.580322
	Iteration 16Q: 3 clusters Score -218073.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -218091.312500 Penalty: 2725.580322
	Iteration 17Q: 3 clusters Score -218091.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -218106.234375 Penalty: 2725.580322
	Iteration 18Q: 3 clusters Score -218106.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -218124.468750 Penalty: 2725.580322
	Iteration 19Q: 3 clusters Score -218124.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -218146.343750 Penalty: 2725.580322
	Iteration 20F: 3 clusters Score -218146.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -218168.250000 Penalty: 2725.580322
	Iteration 21Q: 3 clusters Score -218168.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -218188.390625 Penalty: 2725.580322
	Iteration 22Q: 3 clusters Score -218188.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -218205.218750 Penalty: 2725.580322
	Iteration 23Q: 3 clusters Score -218205.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -218220.343750 Penalty: 2725.580322
	Iteration 24Q: 3 clusters Score -218220.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -218232.015625 Penalty: 2725.580322
	Iteration 25Q: 3 clusters Score -218232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -218241.421875 Penalty: 2725.580322
	Iteration 26Q: 3 clusters Score -218241.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -218248.718750 Penalty: 2725.580322
	Iteration 27Q: 3 clusters Score -218248.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -218254.500000 Penalty: 2725.580322
	Iteration 28Q: 3 clusters Score -218254.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -218261.296875 Penalty: 2725.580322
	Iteration 29Q: 3 clusters Score -218261.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -218269.421875 Penalty: 2725.580322
	Iteration 30Q: 3 clusters Score -218269.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -218278.296875 Penalty: 2725.580322
	Iteration 31Q: 3 clusters Score -218278.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -218290.703125 Penalty: 2725.580322
	Iteration 32Q: 3 clusters Score -218290.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -218299.625000 Penalty: 2725.580322
	Iteration 33Q: 3 clusters Score -218299.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -218306.953125 Penalty: 2725.580322
	Iteration 34Q: 3 clusters Score -218307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -218314.796875 Penalty: 2725.580322
	Iteration 35Q: 3 clusters Score -218314.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -218322.234375 Penalty: 2725.580322
	Iteration 36Q: 3 clusters Score -218322.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -218329.140625 Penalty: 2725.580322
	Iteration 37Q: 3 clusters Score -218329.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -218333.968750 Penalty: 2725.580322
	Iteration 38Q: 3 clusters Score -218334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -218338.546875 Penalty: 2725.580322
	Iteration 39Q: 3 clusters Score -218338.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -218341.968750 Penalty: 2725.580322
	Iteration 40F: 3 clusters Score -218342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -218342.921875 Penalty: 2725.580322
	Iteration 41Q: 3 clusters Score -218342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -218344.015625 Penalty: 2725.580322
	Iteration 42Q: 3 clusters Score -218344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -218344.750000 Penalty: 2725.580322
	Iteration 43Q: 3 clusters Score -218344.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -218347.390625 Penalty: 2725.580322
	Iteration 44Q: 3 clusters Score -218347.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -218350.125000 Penalty: 2725.580322
	Iteration 45Q: 3 clusters Score -218350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -218351.843750 Penalty: 2725.580322
	Iteration 46Q: 3 clusters Score -218351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -218354.171875 Penalty: 2725.580322
	Iteration 47Q: 3 clusters Score -218354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -218354.859375 Penalty: 2725.580322
	Iteration 48Q: 3 clusters Score -218354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -218356.203125 Penalty: 2725.580322
	Iteration 49Q: 3 clusters Score -218356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -218359.578125 Penalty: 2725.580322
	Iteration 50Q: 3 clusters Score -218359.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -218362.421875 Penalty: 2725.580322
	Iteration 51Q: 3 clusters Score -218362.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -218364.703125 Penalty: 2725.580322
	Iteration 52Q: 3 clusters Score -218364.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -218366.000000 Penalty: 2725.580322
	Iteration 53Q: 3 clusters Score -218366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -218366.812500 Penalty: 2725.580322
	Iteration 54Q: 3 clusters Score -218366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -218367.640625 Penalty: 2725.580322
	Iteration 55Q: 3 clusters Score -218367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -218369.109375 Penalty: 2725.580322
	Iteration 56Q: 3 clusters Score -218369.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -218370.187500 Penalty: 2725.580322
	Iteration 57Q: 3 clusters Score -218370.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -218370.515625 Penalty: 2725.580322
	Iteration 58Q: 3 clusters Score -218370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -218371.109375 Penalty: 2725.580322
	Iteration 59Q: 3 clusters Score -218371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -218371.375000 Penalty: 2725.580322
	Iteration 60F: 3 clusters Score -218371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -218371.703125 Penalty: 2725.580322
	Iteration 61Q: 3 clusters Score -218371.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -218372.046875 Penalty: 2725.580322
	Iteration 62Q: 3 clusters Score -218372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -218372.046875 Penalty: 2725.580322
	Iteration 63F: 3 clusters Score -218372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Entering Unmasked Estep 
Score: -681727.812500 Penalty: 1542.127441
	Iteration 0F: 2 clusters Score -681727.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -672475.250000 Penalty: 3084.254883
	Iteration 0F: 3 clusters Score -672475.2 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -675628.437500 Penalty: 3084.254883
	Iteration 1F: 3 clusters Score -675628.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -675883.875000 Penalty: 3084.254883
	Iteration 2F: 3 clusters Score -675883.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -676139.625000 Penalty: 3084.254883
	Iteration 3Q: 3 clusters Score -676139.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -676455.125000 Penalty: 3084.254883
	Iteration 4Q: 3 clusters Score -676455.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -676897.500000 Penalty: 3084.254883
	Iteration 5F: 3 clusters Score -676897.5 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -677480.250000 Penalty: 3084.254883
	Iteration 6F: 3 clusters Score -677480.2 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -678183.937500 Penalty: 3084.254883
	Iteration 7F: 3 clusters Score -678183.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -678935.937500 Penalty: 3084.254883
	Iteration 8F: 3 clusters Score -678935.9 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -679602.937500 Penalty: 3084.254883
	Iteration 9F: 3 clusters Score -679602.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -679994.250000 Penalty: 3084.254883
	Iteration 10Q: 3 clusters Score -679994.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -680208.250000 Penalty: 3084.254883
	Iteration 11Q: 3 clusters Score -680208.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -680302.312500 Penalty: 3084.254883
	Iteration 12Q: 3 clusters Score -680302.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -680353.750000 Penalty: 3084.254883
	Iteration 13Q: 3 clusters Score -680353.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -680377.562500 Penalty: 3084.254883
	Iteration 14Q: 3 clusters Score -680377.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -680394.812500 Penalty: 3084.254883
	Iteration 15Q: 3 clusters Score -680394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -680398.375000 Penalty: 3084.254883
	Iteration 16Q: 3 clusters Score -680398.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -680399.312500 Penalty: 3084.254883
	Iteration 17Q: 3 clusters Score -680399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -680398.937500 Penalty: 3084.254883
	Iteration 18Q: 3 clusters Score -680398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -680398.937500 Penalty: 3084.254883
	Iteration 19F: 3 clusters Score -680398.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Entering Unmasked Estep 
Score: -435928.375000 Penalty: 1487.504761
	Iteration 0F: 2 clusters Score -435928.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -429139.437500 Penalty: 2975.009521
	Iteration 0F: 3 clusters Score -429139.4 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -431462.781250 Penalty: 2975.009521
	Iteration 1F: 3 clusters Score -431462.8 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -431781.812500 Penalty: 2975.009521
	Iteration 2F: 3 clusters Score -431781.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -432082.937500 Penalty: 2975.009521
	Iteration 3F: 3 clusters Score -432082.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -432415.781250 Penalty: 2975.009521
	Iteration 4F: 3 clusters Score -432415.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -432758.875000 Penalty: 2975.009521
	Iteration 5F: 3 clusters Score -432758.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -433106.531250 Penalty: 2975.009521
	Iteration 6F: 3 clusters Score -433106.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -433365.843750 Penalty: 2975.009521
	Iteration 7F: 3 clusters Score -433365.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -433586.093750 Penalty: 2975.009521
	Iteration 8Q: 3 clusters Score -433586.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -433755.468750 Penalty: 2975.009521
	Iteration 9Q: 3 clusters Score -433755.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -433886.750000 Penalty: 2975.009521
	Iteration 10Q: 3 clusters Score -433886.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -434024.187500 Penalty: 2975.009521
	Iteration 11Q: 3 clusters Score -434024.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -434174.906250 Penalty: 2975.009521
	Iteration 12Q: 3 clusters Score -434174.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -434321.281250 Penalty: 2975.009521
	Iteration 13Q: 3 clusters Score -434321.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -434458.062500 Penalty: 2975.009521
	Iteration 14Q: 3 clusters Score -434458.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -434566.281250 Penalty: 2975.009521
	Iteration 15Q: 3 clusters Score -434566.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -434650.500000 Penalty: 2975.009521
	Iteration 16Q: 3 clusters Score -434650.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -434727.156250 Penalty: 2975.009521
	Iteration 17Q: 3 clusters Score -434727.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -434793.000000 Penalty: 2975.009521
	Iteration 18Q: 3 clusters Score -434793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -434848.968750 Penalty: 2975.009521
	Iteration 19Q: 3 clusters Score -434849 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -434895.031250 Penalty: 2975.009521
	Iteration 20F: 3 clusters Score -434895 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -434935.281250 Penalty: 2975.009521
	Iteration 21Q: 3 clusters Score -434935.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -434955.468750 Penalty: 2975.009521
	Iteration 22Q: 3 clusters Score -434955.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -434967.750000 Penalty: 2975.009521
	Iteration 23Q: 3 clusters Score -434967.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -434982.500000 Penalty: 2975.009521
	Iteration 24Q: 3 clusters Score -434982.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -434991.187500 Penalty: 2975.009521
	Iteration 25Q: 3 clusters Score -434991.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -434998.000000 Penalty: 2975.009521
	Iteration 26Q: 3 clusters Score -434998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -435005.406250 Penalty: 2975.009521
	Iteration 27Q: 3 clusters Score -435005.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -435011.031250 Penalty: 2975.009521
	Iteration 28Q: 3 clusters Score -435011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -435017.812500 Penalty: 2975.009521
	Iteration 29Q: 3 clusters Score -435017.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -435023.000000 Penalty: 2975.009521
	Iteration 30Q: 3 clusters Score -435023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -435026.937500 Penalty: 2975.009521
	Iteration 31Q: 3 clusters Score -435026.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -435030.000000 Penalty: 2975.009521
	Iteration 32Q: 3 clusters Score -435030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -435033.656250 Penalty: 2975.009521
	Iteration 33Q: 3 clusters Score -435033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -435036.468750 Penalty: 2975.009521
	Iteration 34Q: 3 clusters Score -435036.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -435039.187500 Penalty: 2975.009521
	Iteration 35Q: 3 clusters Score -435039.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -435043.968750 Penalty: 2975.009521
	Iteration 36Q: 3 clusters Score -435044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -435050.375000 Penalty: 2975.009521
	Iteration 37Q: 3 clusters Score -435050.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -435055.437500 Penalty: 2975.009521
	Iteration 38Q: 3 clusters Score -435055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -435058.218750 Penalty: 2975.009521
	Iteration 39Q: 3 clusters Score -435058.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -435059.531250 Penalty: 2975.009521
	Iteration 40F: 3 clusters Score -435059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -435060.781250 Penalty: 2975.009521
	Iteration 41Q: 3 clusters Score -435060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -435060.593750 Penalty: 2975.009521
	Iteration 42Q: 3 clusters Score -435060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -435060.593750 Penalty: 2975.009521
	Iteration 43F: 3 clusters Score -435060.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Entering Unmasked Estep 
Score: -1300438.875000 Penalty: 1648.597778
	Iteration 0F: 2 clusters Score -1300439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1283311.625000 Penalty: 3297.195557
	Iteration 0F: 3 clusters Score -1283312 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1289508.750000 Penalty: 3297.195557
	Iteration 1F: 3 clusters Score -1289509 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1289975.125000 Penalty: 3297.195557
	Iteration 2Q: 3 clusters Score -1289975 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1290460.500000 Penalty: 3297.195557
	Iteration 3Q: 3 clusters Score -1290460 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1291120.875000 Penalty: 3297.195557
	Iteration 4Q: 3 clusters Score -1291121 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1292059.500000 Penalty: 3297.195557
	Iteration 5F: 3 clusters Score -1292060 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1293186.500000 Penalty: 3297.195557
	Iteration 6F: 3 clusters Score -1293186 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1294365.500000 Penalty: 3297.195557
	Iteration 7F: 3 clusters Score -1294366 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1295309.250000 Penalty: 3297.195557
	Iteration 8F: 3 clusters Score -1295309 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1295911.875000 Penalty: 3297.195557
	Iteration 9Q: 3 clusters Score -1295912 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1296232.250000 Penalty: 3297.195557
	Iteration 10Q: 3 clusters Score -1296232 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1296445.125000 Penalty: 3297.195557
	Iteration 11Q: 3 clusters Score -1296445 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1296574.625000 Penalty: 3297.195557
	Iteration 12Q: 3 clusters Score -1296575 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1296684.375000 Penalty: 3297.195557
	Iteration 13Q: 3 clusters Score -1296684 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1296781.250000 Penalty: 3297.195557
	Iteration 14Q: 3 clusters Score -1296781 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1296892.500000 Penalty: 3297.195557
	Iteration 15Q: 3 clusters Score -1296892 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1297010.625000 Penalty: 3297.195557
	Iteration 16Q: 3 clusters Score -1297011 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1297115.125000 Penalty: 3297.195557
	Iteration 17Q: 3 clusters Score -1297115 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1297225.250000 Penalty: 3297.195557
	Iteration 18Q: 3 clusters Score -1297225 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1297354.375000 Penalty: 3297.195557
	Iteration 19Q: 3 clusters Score -1297354 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1297488.625000 Penalty: 3297.195557
	Iteration 20F: 3 clusters Score -1297489 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1297610.250000 Penalty: 3297.195557
	Iteration 21Q: 3 clusters Score -1297610 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1297729.750000 Penalty: 3297.195557
	Iteration 22Q: 3 clusters Score -1297730 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1297839.250000 Penalty: 3297.195557
	Iteration 23Q: 3 clusters Score -1297839 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1297941.375000 Penalty: 3297.195557
	Iteration 24Q: 3 clusters Score -1297941 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1298047.750000 Penalty: 3297.195557
	Iteration 25Q: 3 clusters Score -1298048 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1298154.250000 Penalty: 3297.195557
	Iteration 26Q: 3 clusters Score -1298154 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1298241.125000 Penalty: 3297.195557
	Iteration 27Q: 3 clusters Score -1298241 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1298326.125000 Penalty: 3297.195557
	Iteration 28Q: 3 clusters Score -1298326 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1298409.750000 Penalty: 3297.195557
	Iteration 29Q: 3 clusters Score -1298410 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1298487.750000 Penalty: 3297.195557
	Iteration 30Q: 3 clusters Score -1298488 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1298560.625000 Penalty: 3297.195557
	Iteration 31Q: 3 clusters Score -1298561 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1298627.000000 Penalty: 3297.195557
	Iteration 32Q: 3 clusters Score -1298627 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1298678.500000 Penalty: 3297.195557
	Iteration 33Q: 3 clusters Score -1298678 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1298723.250000 Penalty: 3297.195557
	Iteration 34Q: 3 clusters Score -1298723 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1298768.125000 Penalty: 3297.195557
	Iteration 35Q: 3 clusters Score -1298768 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1298795.500000 Penalty: 3297.195557
	Iteration 36Q: 3 clusters Score -1298796 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1298827.000000 Penalty: 3297.195557
	Iteration 37Q: 3 clusters Score -1298827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1298846.125000 Penalty: 3297.195557
	Iteration 38Q: 3 clusters Score -1298846 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1298864.875000 Penalty: 3297.195557
	Iteration 39Q: 3 clusters Score -1298865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1298885.750000 Penalty: 3297.195557
	Iteration 40F: 3 clusters Score -1298886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1298913.375000 Penalty: 3297.195557
	Iteration 41Q: 3 clusters Score -1298913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1298930.250000 Penalty: 3297.195557
	Iteration 42Q: 3 clusters Score -1298930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1298945.000000 Penalty: 3297.195557
	Iteration 43Q: 3 clusters Score -1298945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1298958.000000 Penalty: 3297.195557
	Iteration 44Q: 3 clusters Score -1298958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1298971.500000 Penalty: 3297.195557
	Iteration 45Q: 3 clusters Score -1298972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1298986.250000 Penalty: 3297.195557
	Iteration 46Q: 3 clusters Score -1298986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1298998.750000 Penalty: 3297.195557
	Iteration 47Q: 3 clusters Score -1298999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1299014.875000 Penalty: 3297.195557
	Iteration 48Q: 3 clusters Score -1299015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1299024.375000 Penalty: 3297.195557
	Iteration 49Q: 3 clusters Score -1299024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1299033.125000 Penalty: 3297.195557
	Iteration 50Q: 3 clusters Score -1299033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1299045.250000 Penalty: 3297.195557
	Iteration 51Q: 3 clusters Score -1299045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1299051.125000 Penalty: 3297.195557
	Iteration 52Q: 3 clusters Score -1299051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1299055.375000 Penalty: 3297.195557
	Iteration 53Q: 3 clusters Score -1299055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1299058.875000 Penalty: 3297.195557
	Iteration 54Q: 3 clusters Score -1299059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1299064.625000 Penalty: 3297.195557
	Iteration 55Q: 3 clusters Score -1299065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1299070.375000 Penalty: 3297.195557
	Iteration 56Q: 3 clusters Score -1299070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1299074.625000 Penalty: 3297.195557
	Iteration 57Q: 3 clusters Score -1299075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1299074.125000 Penalty: 3297.195557
	Iteration 58Q: 3 clusters Score -1299074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1299076.375000 Penalty: 3297.195557
	Iteration 59Q: 3 clusters Score -1299076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1299082.750000 Penalty: 3297.195557
	Iteration 60F: 3 clusters Score -1299083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1299086.375000 Penalty: 3297.195557
	Iteration 61Q: 3 clusters Score -1299086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1299090.250000 Penalty: 3297.195557
	Iteration 62Q: 3 clusters Score -1299090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1299093.250000 Penalty: 3297.195557
	Iteration 63Q: 3 clusters Score -1299093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1299095.750000 Penalty: 3297.195557
	Iteration 64Q: 3 clusters Score -1299096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1299096.625000 Penalty: 3297.195557
	Iteration 65Q: 3 clusters Score -1299097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1299096.375000 Penalty: 3297.195557
	Iteration 66Q: 3 clusters Score -1299096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1299098.625000 Penalty: 3297.195557
	Iteration 67Q: 3 clusters Score -1299099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1299097.500000 Penalty: 3297.195557
	Iteration 68Q: 3 clusters Score -1299098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1299102.875000 Penalty: 3297.195557
	Iteration 69Q: 3 clusters Score -1299103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1299102.375000 Penalty: 3297.195557
	Iteration 70Q: 3 clusters Score -1299102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1299104.375000 Penalty: 3297.195557
	Iteration 71Q: 3 clusters Score -1299104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1299104.000000 Penalty: 3297.195557
	Iteration 72Q: 3 clusters Score -1299104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1299106.750000 Penalty: 3297.195557
	Iteration 73Q: 3 clusters Score -1299107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1299110.000000 Penalty: 3297.195557
	Iteration 74Q: 3 clusters Score -1299110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1299113.000000 Penalty: 3297.195557
	Iteration 75Q: 3 clusters Score -1299113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1299115.000000 Penalty: 3297.195557
	Iteration 76Q: 3 clusters Score -1299115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1299115.875000 Penalty: 3297.195557
	Iteration 77Q: 3 clusters Score -1299116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1299118.000000 Penalty: 3297.195557
	Iteration 78Q: 3 clusters Score -1299118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1299119.500000 Penalty: 3297.195557
	Iteration 79Q: 3 clusters Score -1299120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1299119.500000 Penalty: 3297.195557
	Iteration 80F: 3 clusters Score -1299120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1299121.750000 Penalty: 3297.195557
	Iteration 81Q: 3 clusters Score -1299122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1299125.000000 Penalty: 3297.195557
	Iteration 82Q: 3 clusters Score -1299125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1299130.375000 Penalty: 3297.195557
	Iteration 83Q: 3 clusters Score -1299130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1299132.125000 Penalty: 3297.195557
	Iteration 84Q: 3 clusters Score -1299132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1299137.125000 Penalty: 3297.195557
	Iteration 85Q: 3 clusters Score -1299137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1299137.625000 Penalty: 3297.195557
	Iteration 86Q: 3 clusters Score -1299138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1299141.000000 Penalty: 3297.195557
	Iteration 87Q: 3 clusters Score -1299141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1299143.875000 Penalty: 3297.195557
	Iteration 88Q: 3 clusters Score -1299144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1299145.000000 Penalty: 3297.195557
	Iteration 89Q: 3 clusters Score -1299145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1299146.000000 Penalty: 3297.195557
	Iteration 90Q: 3 clusters Score -1299146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1299146.000000 Penalty: 3297.195557
	Iteration 91F: 3 clusters Score -1299146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Entering Unmasked Estep 
Score: -231028.171875 Penalty: 1395.402466
	Iteration 0F: 2 clusters Score -231028.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -226906.328125 Penalty: 2790.804932
	Iteration 0F: 3 clusters Score -226906.3 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -228108.375000 Penalty: 2790.804932
	Iteration 1F: 3 clusters Score -228108.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -228317.343750 Penalty: 2790.804932
	Iteration 2F: 3 clusters Score -228317.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -228460.812500 Penalty: 2790.804932
	Iteration 3F: 3 clusters Score -228460.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -228576.843750 Penalty: 2790.804932
	Iteration 4Q: 3 clusters Score -228576.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -228673.031250 Penalty: 2790.804932
	Iteration 5Q: 3 clusters Score -228673 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -228748.421875 Penalty: 2790.804932
	Iteration 6Q: 3 clusters Score -228748.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -228823.687500 Penalty: 2790.804932
	Iteration 7Q: 3 clusters Score -228823.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -228907.421875 Penalty: 2790.804932
	Iteration 8Q: 3 clusters Score -228907.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -228995.921875 Penalty: 2790.804932
	Iteration 9Q: 3 clusters Score -228995.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -229102.656250 Penalty: 2790.804932
	Iteration 10Q: 3 clusters Score -229102.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -229216.375000 Penalty: 2790.804932
	Iteration 11Q: 3 clusters Score -229216.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -229315.625000 Penalty: 2790.804932
	Iteration 12Q: 3 clusters Score -229315.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -229402.046875 Penalty: 2790.804932
	Iteration 13Q: 3 clusters Score -229402 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -229488.296875 Penalty: 2790.804932
	Iteration 14Q: 3 clusters Score -229488.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -229566.640625 Penalty: 2790.804932
	Iteration 15Q: 3 clusters Score -229566.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -229624.484375 Penalty: 2790.804932
	Iteration 16Q: 3 clusters Score -229624.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -229670.640625 Penalty: 2790.804932
	Iteration 17Q: 3 clusters Score -229670.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -229699.343750 Penalty: 2790.804932
	Iteration 18Q: 3 clusters Score -229699.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -229725.093750 Penalty: 2790.804932
	Iteration 19Q: 3 clusters Score -229725.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -229751.140625 Penalty: 2790.804932
	Iteration 20F: 3 clusters Score -229751.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -229767.000000 Penalty: 2790.804932
	Iteration 21Q: 3 clusters Score -229767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -229778.718750 Penalty: 2790.804932
	Iteration 22Q: 3 clusters Score -229778.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -229786.281250 Penalty: 2790.804932
	Iteration 23Q: 3 clusters Score -229786.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -229791.171875 Penalty: 2790.804932
	Iteration 24Q: 3 clusters Score -229791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -229793.453125 Penalty: 2790.804932
	Iteration 25Q: 3 clusters Score -229793.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -229795.171875 Penalty: 2790.804932
	Iteration 26Q: 3 clusters Score -229795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -229795.171875 Penalty: 2790.804932
	Iteration 27F: 3 clusters Score -229795.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -201481.109375 Penalty: 1365.617676
	Iteration 0F: 2 clusters Score -201481.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -197879.968750 Penalty: 2731.235352
	Iteration 0F: 3 clusters Score -197880 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -198995.234375 Penalty: 2731.235352
	Iteration 1F: 3 clusters Score -198995.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -199579.046875 Penalty: 2731.235352
	Iteration 2F: 3 clusters Score -199579 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -200001.062500 Penalty: 2731.235352
	Iteration 3F: 3 clusters Score -200001.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -200397.453125 Penalty: 2731.235352
	Iteration 4F: 3 clusters Score -200397.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -200884.031250 Penalty: 2731.235352
	Iteration 5F: 3 clusters Score -200884 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -201451.609375 Penalty: 2731.235352
	Iteration 6F: 3 clusters Score -201451.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -202434.281250 Penalty: 2731.235352
	Iteration 7F: 3 clusters Score -202434.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -203935.406250 Penalty: 2731.235352
	Iteration 8F: 3 clusters Score -203935.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -204600.000000 Penalty: 2731.235352
	Iteration 9Q: 3 clusters Score -204600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -205213.343750 Penalty: 2731.235352
	Iteration 10Q: 3 clusters Score -205213.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -205970.765625 Penalty: 2731.235352
	Iteration 11Q: 3 clusters Score -205970.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -206015.234375 Penalty: 2731.235352
	Iteration 12Q: 3 clusters Score -206015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -206019.718750 Penalty: 2731.235352
	Iteration 13Q: 3 clusters Score -206019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -206019.718750 Penalty: 2731.235352
	Iteration 14F: 3 clusters Score -206019.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 347850 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 11698 members 
Mstep: Class 4 contains 6993 members 
Mstep: Class 5 contains 23573 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 2245 members 
Mstep: Class 8 contains 46385 members 
Mstep: Class 9 contains 821 members 
Mstep: Class 10 contains 1390 members 
Mstep: Class 11 contains 45119 members 
Mstep: Class 12 contains 16178 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 9451 members 
Mstep: Class 19 contains 25469 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 3488 members 
Entering Unmasked Estep 
Score: -28189634.000000 Penalty: 41003.015625
Splitting cluster 22 changes total score from -28184028.000000 to -28189634.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 23 (3488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Entering Unmasked Estep 
Score: -184893.812500 Penalty: 1325.526123
	Iteration 0F: 2 clusters Score -184893.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -181846.984375 Penalty: 2651.052246
	Iteration 0F: 3 clusters Score -181847 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -182621.156250 Penalty: 2651.052246
	Iteration 1F: 3 clusters Score -182621.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -182782.265625 Penalty: 2651.052246
	Iteration 2F: 3 clusters Score -182782.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -182872.359375 Penalty: 2651.052246
	Iteration 3Q: 3 clusters Score -182872.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -182923.828125 Penalty: 2651.052246
	Iteration 4Q: 3 clusters Score -182923.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -182972.265625 Penalty: 2651.052246
	Iteration 5Q: 3 clusters Score -182972.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -183020.687500 Penalty: 2651.052246
	Iteration 6Q: 3 clusters Score -183020.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -183054.843750 Penalty: 2651.052246
	Iteration 7Q: 3 clusters Score -183054.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -183095.156250 Penalty: 2651.052246
	Iteration 8Q: 3 clusters Score -183095.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -183136.843750 Penalty: 2651.052246
	Iteration 9Q: 3 clusters Score -183136.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -183171.390625 Penalty: 2651.052246
	Iteration 10Q: 3 clusters Score -183171.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -183201.031250 Penalty: 2651.052246
	Iteration 11Q: 3 clusters Score -183201 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -183238.984375 Penalty: 2651.052246
	Iteration 12Q: 3 clusters Score -183239 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -183280.734375 Penalty: 2651.052246
	Iteration 13Q: 3 clusters Score -183280.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -183328.421875 Penalty: 2651.052246
	Iteration 14Q: 3 clusters Score -183328.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -183383.281250 Penalty: 2651.052246
	Iteration 15Q: 3 clusters Score -183383.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -183428.546875 Penalty: 2651.052246
	Iteration 16Q: 3 clusters Score -183428.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -183472.421875 Penalty: 2651.052246
	Iteration 17Q: 3 clusters Score -183472.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -183508.312500 Penalty: 2651.052246
	Iteration 18Q: 3 clusters Score -183508.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -183538.125000 Penalty: 2651.052246
	Iteration 19Q: 3 clusters Score -183538.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -183567.671875 Penalty: 2651.052246
	Iteration 20F: 3 clusters Score -183567.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -183591.234375 Penalty: 2651.052246
	Iteration 21Q: 3 clusters Score -183591.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -183603.125000 Penalty: 2651.052246
	Iteration 22Q: 3 clusters Score -183603.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -183616.406250 Penalty: 2651.052246
	Iteration 23Q: 3 clusters Score -183616.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -183631.234375 Penalty: 2651.052246
	Iteration 24Q: 3 clusters Score -183631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -183641.843750 Penalty: 2651.052246
	Iteration 25Q: 3 clusters Score -183641.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -183652.218750 Penalty: 2651.052246
	Iteration 26Q: 3 clusters Score -183652.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -183660.234375 Penalty: 2651.052246
	Iteration 27Q: 3 clusters Score -183660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -183664.203125 Penalty: 2651.052246
	Iteration 28Q: 3 clusters Score -183664.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -183670.937500 Penalty: 2651.052246
	Iteration 29Q: 3 clusters Score -183670.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -183677.937500 Penalty: 2651.052246
	Iteration 30Q: 3 clusters Score -183677.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -183681.093750 Penalty: 2651.052246
	Iteration 31Q: 3 clusters Score -183681.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -183681.656250 Penalty: 2651.052246
	Iteration 32Q: 3 clusters Score -183681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -183682.375000 Penalty: 2651.052246
	Iteration 33Q: 3 clusters Score -183682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -183684.187500 Penalty: 2651.052246
	Iteration 34Q: 3 clusters Score -183684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -183686.265625 Penalty: 2651.052246
	Iteration 35Q: 3 clusters Score -183686.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -183686.265625 Penalty: 2651.052246
	Iteration 36F: 3 clusters Score -183686.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 347850 members 
Mstep: Class 2 contains 1139 members 
Mstep: Class 3 contains 11698 members 
Mstep: Class 5 contains 23573 members 
Mstep: Class 6 contains 17139 members 
Mstep: Class 7 contains 2245 members 
Mstep: Class 8 contains 46385 members 
Mstep: Class 10 contains 1390 members 
Mstep: Class 11 contains 45119 members 
Mstep: Class 12 contains 16178 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 9451 members 
Mstep: Class 19 contains 25469 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 3643 members 
Mstep: Class 23 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28190394.000000 Penalty: 41003.015625
Iteration 39Q: 20 clusters Score -2.819039e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 348254 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 11701 members 
Mstep: Class 4 contains 6895 members 
Mstep: Class 5 contains 23153 members 
Mstep: Class 6 contains 17205 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 46224 members 
Mstep: Class 9 contains 802 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 44918 members 
Mstep: Class 12 contains 16201 members 
Mstep: Class 15 contains 4307 members 
Mstep: Class 17 contains 13244 members 
Mstep: Class 18 contains 9428 members 
Mstep: Class 19 contains 25655 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 4056 members 
Mstep: Class 23 contains 3444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191292.000000 Penalty: 41003.015625
Iteration 40F: 20 clusters Score -2.819129e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 348613 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 11723 members 
Mstep: Class 4 contains 6998 members 
Mstep: Class 5 contains 22744 members 
Mstep: Class 6 contains 17212 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 46001 members 
Mstep: Class 9 contains 829 members 
Mstep: Class 10 contains 1425 members 
Mstep: Class 11 contains 44875 members 
Mstep: Class 12 contains 16153 members 
Mstep: Class 15 contains 4242 members 
Mstep: Class 17 contains 13240 members 
Mstep: Class 18 contains 9306 members 
Mstep: Class 19 contains 25834 members 
Mstep: Class 21 contains 5224 members 
Mstep: Class 22 contains 4384 members 
Mstep: Class 23 contains 3425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28191720.000000 Penalty: 41003.015625
Iteration 41Q: 20 clusters Score -2.819172e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 348969 members 
Mstep: Class 2 contains 1010 members 
Mstep: Class 3 contains 11721 members 
Mstep: Class 4 contains 7094 members 
Mstep: Class 5 contains 22343 members 
Mstep: Class 6 contains 17208 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 45760 members 
Mstep: Class 9 contains 845 members 
Mstep: Class 10 contains 1414 members 
Mstep: Class 11 contains 44940 members 
Mstep: Class 12 contains 16153 members 
Mstep: Class 15 contains 4193 members 
Mstep: Class 17 contains 13245 members 
Mstep: Class 18 contains 9225 members 
Mstep: Class 19 contains 25965 members 
Mstep: Class 21 contains 5159 members 
Mstep: Class 22 contains 4621 members 
Mstep: Class 23 contains 3400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192186.000000 Penalty: 41003.015625
Iteration 42Q: 20 clusters Score -2.819219e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 349369 members 
Mstep: Class 2 contains 975 members 
Mstep: Class 3 contains 11724 members 
Mstep: Class 4 contains 7193 members 
Mstep: Class 5 contains 21948 members 
Mstep: Class 6 contains 17203 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 45466 members 
Mstep: Class 9 contains 852 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 45075 members 
Mstep: Class 12 contains 16146 members 
Mstep: Class 15 contains 4148 members 
Mstep: Class 17 contains 13246 members 
Mstep: Class 18 contains 9152 members 
Mstep: Class 19 contains 26081 members 
Mstep: Class 21 contains 5094 members 
Mstep: Class 22 contains 4803 members 
Mstep: Class 23 contains 3371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192582.000000 Penalty: 41003.015625
Iteration 43Q: 20 clusters Score -2.819258e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 349764 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 11719 members 
Mstep: Class 4 contains 7271 members 
Mstep: Class 5 contains 21548 members 
Mstep: Class 6 contains 17202 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 45214 members 
Mstep: Class 9 contains 859 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 11 contains 45213 members 
Mstep: Class 12 contains 16184 members 
Mstep: Class 15 contains 4114 members 
Mstep: Class 17 contains 13247 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 26185 members 
Mstep: Class 21 contains 4995 members 
Mstep: Class 22 contains 4951 members 
Mstep: Class 23 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192776.000000 Penalty: 41003.015625
Iteration 44Q: 20 clusters Score -2.819278e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 350147 members 
Mstep: Class 2 contains 894 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 7343 members 
Mstep: Class 5 contains 21171 members 
Mstep: Class 6 contains 17181 members 
Mstep: Class 7 contains 2329 members 
Mstep: Class 8 contains 44958 members 
Mstep: Class 9 contains 864 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 45366 members 
Mstep: Class 12 contains 16236 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 17 contains 13248 members 
Mstep: Class 18 contains 9029 members 
Mstep: Class 19 contains 26261 members 
Mstep: Class 21 contains 4892 members 
Mstep: Class 22 contains 5081 members 
Mstep: Class 23 contains 3351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28192902.000000 Penalty: 41003.015625
Iteration 45Q: 20 clusters Score -2.81929e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 350508 members 
Mstep: Class 2 contains 864 members 
Mstep: Class 3 contains 11708 members 
Mstep: Class 4 contains 7421 members 
Mstep: Class 5 contains 20803 members 
Mstep: Class 6 contains 17169 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 8 contains 44712 members 
Mstep: Class 9 contains 869 members 
Mstep: Class 10 contains 1398 members 
Mstep: Class 11 contains 45528 members 
Mstep: Class 12 contains 16271 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 17 contains 13243 members 
Mstep: Class 18 contains 8982 members 
Mstep: Class 19 contains 26326 members 
Mstep: Class 21 contains 4818 members 
Mstep: Class 22 contains 5180 members 
Mstep: Class 23 contains 3371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193056.000000 Penalty: 41003.015625
Iteration 46Q: 20 clusters Score -2.819306e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 350874 members 
Mstep: Class 2 contains 844 members 
Mstep: Class 3 contains 11690 members 
Mstep: Class 4 contains 7493 members 
Mstep: Class 5 contains 20453 members 
Mstep: Class 6 contains 17150 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 44499 members 
Mstep: Class 9 contains 878 members 
Mstep: Class 10 contains 1382 members 
Mstep: Class 11 contains 45683 members 
Mstep: Class 12 contains 16302 members 
Mstep: Class 15 contains 4035 members 
Mstep: Class 17 contains 13229 members 
Mstep: Class 18 contains 8930 members 
Mstep: Class 19 contains 26405 members 
Mstep: Class 21 contains 4741 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193172.000000 Penalty: 41003.015625
Iteration 47Q: 20 clusters Score -2.819317e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 351209 members 
Mstep: Class 2 contains 826 members 
Mstep: Class 3 contains 11683 members 
Mstep: Class 4 contains 7548 members 
Mstep: Class 5 contains 20117 members 
Mstep: Class 6 contains 17120 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 44326 members 
Mstep: Class 9 contains 879 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 45810 members 
Mstep: Class 12 contains 16350 members 
Mstep: Class 15 contains 4023 members 
Mstep: Class 17 contains 13208 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 26468 members 
Mstep: Class 21 contains 4684 members 
Mstep: Class 22 contains 5326 members 
Mstep: Class 23 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193374.000000 Penalty: 41003.015625
Iteration 48Q: 20 clusters Score -2.819337e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 351571 members 
Mstep: Class 2 contains 805 members 
Mstep: Class 3 contains 11664 members 
Mstep: Class 4 contains 7601 members 
Mstep: Class 5 contains 19787 members 
Mstep: Class 6 contains 17077 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 44161 members 
Mstep: Class 9 contains 881 members 
Mstep: Class 10 contains 1363 members 
Mstep: Class 11 contains 45934 members 
Mstep: Class 12 contains 16388 members 
Mstep: Class 15 contains 3995 members 
Mstep: Class 17 contains 13188 members 
Mstep: Class 18 contains 8830 members 
Mstep: Class 19 contains 26517 members 
Mstep: Class 21 contains 4635 members 
Mstep: Class 22 contains 5398 members 
Mstep: Class 23 contains 3415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193474.000000 Penalty: 41003.015625
Iteration 49Q: 20 clusters Score -2.819347e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 351886 members 
Mstep: Class 2 contains 783 members 
Mstep: Class 3 contains 11645 members 
Mstep: Class 4 contains 7641 members 
Mstep: Class 5 contains 19459 members 
Mstep: Class 6 contains 17047 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 44023 members 
Mstep: Class 9 contains 885 members 
Mstep: Class 10 contains 1356 members 
Mstep: Class 11 contains 46078 members 
Mstep: Class 12 contains 16433 members 
Mstep: Class 15 contains 3945 members 
Mstep: Class 17 contains 13185 members 
Mstep: Class 18 contains 8778 members 
Mstep: Class 19 contains 26573 members 
Mstep: Class 21 contains 4614 members 
Mstep: Class 22 contains 5442 members 
Mstep: Class 23 contains 3431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193600.000000 Penalty: 41003.015625
Iteration 50Q: 20 clusters Score -2.81936e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 352203 members 
Mstep: Class 2 contains 765 members 
Mstep: Class 3 contains 11627 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 19154 members 
Mstep: Class 6 contains 17022 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 43866 members 
Mstep: Class 9 contains 885 members 
Mstep: Class 10 contains 1354 members 
Mstep: Class 11 contains 46202 members 
Mstep: Class 12 contains 16471 members 
Mstep: Class 15 contains 3914 members 
Mstep: Class 17 contains 13181 members 
Mstep: Class 18 contains 8728 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 21 contains 4589 members 
Mstep: Class 22 contains 5493 members 
Mstep: Class 23 contains 3437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193712.000000 Penalty: 41003.015625
Iteration 51Q: 20 clusters Score -2.819371e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 352547 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 11602 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 18883 members 
Mstep: Class 6 contains 16986 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 43701 members 
Mstep: Class 9 contains 886 members 
Mstep: Class 10 contains 1342 members 
Mstep: Class 11 contains 46309 members 
Mstep: Class 12 contains 16522 members 
Mstep: Class 15 contains 3882 members 
Mstep: Class 17 contains 13170 members 
Mstep: Class 18 contains 8695 members 
Mstep: Class 19 contains 26672 members 
Mstep: Class 21 contains 4555 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193808.000000 Penalty: 41003.015625
Iteration 52Q: 20 clusters Score -2.819381e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 352885 members 
Mstep: Class 2 contains 737 members 
Mstep: Class 3 contains 11575 members 
Mstep: Class 4 contains 7744 members 
Mstep: Class 5 contains 18617 members 
Mstep: Class 6 contains 16963 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 43568 members 
Mstep: Class 9 contains 889 members 
Mstep: Class 10 contains 1335 members 
Mstep: Class 11 contains 46398 members 
Mstep: Class 12 contains 16562 members 
Mstep: Class 15 contains 3859 members 
Mstep: Class 17 contains 13152 members 
Mstep: Class 18 contains 8659 members 
Mstep: Class 19 contains 26689 members 
Mstep: Class 21 contains 4537 members 
Mstep: Class 22 contains 5576 members 
Mstep: Class 23 contains 3446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193886.000000 Penalty: 41003.015625
Iteration 53Q: 20 clusters Score -2.819389e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 353202 members 
Mstep: Class 2 contains 717 members 
Mstep: Class 3 contains 11551 members 
Mstep: Class 4 contains 7770 members 
Mstep: Class 5 contains 18369 members 
Mstep: Class 6 contains 16937 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 43446 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 46476 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3835 members 
Mstep: Class 17 contains 13133 members 
Mstep: Class 18 contains 8639 members 
Mstep: Class 19 contains 26698 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 5617 members 
Mstep: Class 23 contains 3452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193874.000000 Penalty: 41003.015625
Iteration 54Q: 20 clusters Score -2.819387e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 353474 members 
Mstep: Class 2 contains 706 members 
Mstep: Class 3 contains 11517 members 
Mstep: Class 4 contains 7797 members 
Mstep: Class 5 contains 18159 members 
Mstep: Class 6 contains 16908 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 43315 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 46559 members 
Mstep: Class 12 contains 16642 members 
Mstep: Class 15 contains 3807 members 
Mstep: Class 17 contains 13112 members 
Mstep: Class 18 contains 8624 members 
Mstep: Class 19 contains 26706 members 
Mstep: Class 21 contains 4517 members 
Mstep: Class 22 contains 5659 members 
Mstep: Class 23 contains 3471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193888.000000 Penalty: 41003.015625
Iteration 55Q: 20 clusters Score -2.819389e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 353743 members 
Mstep: Class 2 contains 696 members 
Mstep: Class 3 contains 11489 members 
Mstep: Class 4 contains 7825 members 
Mstep: Class 5 contains 17957 members 
Mstep: Class 6 contains 16884 members 
Mstep: Class 7 contains 2376 members 
Mstep: Class 8 contains 43187 members 
Mstep: Class 9 contains 895 members 
Mstep: Class 10 contains 1314 members 
Mstep: Class 11 contains 46625 members 
Mstep: Class 12 contains 16669 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 17 contains 13102 members 
Mstep: Class 18 contains 8603 members 
Mstep: Class 19 contains 26725 members 
Mstep: Class 21 contains 4510 members 
Mstep: Class 22 contains 5688 members 
Mstep: Class 23 contains 3479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194012.000000 Penalty: 41003.015625
Iteration 56Q: 20 clusters Score -2.819401e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 354002 members 
Mstep: Class 2 contains 687 members 
Mstep: Class 3 contains 11467 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 17746 members 
Mstep: Class 6 contains 16868 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 43049 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 10 contains 1308 members 
Mstep: Class 11 contains 46684 members 
Mstep: Class 12 contains 16705 members 
Mstep: Class 15 contains 3784 members 
Mstep: Class 17 contains 13102 members 
Mstep: Class 18 contains 8594 members 
Mstep: Class 19 contains 26747 members 
Mstep: Class 21 contains 4495 members 
Mstep: Class 22 contains 5719 members 
Mstep: Class 23 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193984.000000 Penalty: 41003.015625
Iteration 57Q: 20 clusters Score -2.819398e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 354286 members 
Mstep: Class 2 contains 684 members 
Mstep: Class 3 contains 11441 members 
Mstep: Class 4 contains 7858 members 
Mstep: Class 5 contains 17528 members 
Mstep: Class 6 contains 16853 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 42906 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 10 contains 1295 members 
Mstep: Class 11 contains 46764 members 
Mstep: Class 12 contains 16732 members 
Mstep: Class 15 contains 3774 members 
Mstep: Class 17 contains 13100 members 
Mstep: Class 18 contains 8587 members 
Mstep: Class 19 contains 26763 members 
Mstep: Class 21 contains 4477 members 
Mstep: Class 22 contains 5752 members 
Mstep: Class 23 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28193916.000000 Penalty: 41003.015625
Iteration 58Q: 20 clusters Score -2.819392e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 354552 members 
Mstep: Class 2 contains 681 members 
Mstep: Class 3 contains 11435 members 
Mstep: Class 4 contains 7859 members 
Mstep: Class 5 contains 17332 members 
Mstep: Class 6 contains 16844 members 
Mstep: Class 7 contains 2379 members 
Mstep: Class 8 contains 42769 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 1287 members 
Mstep: Class 11 contains 46844 members 
Mstep: Class 12 contains 16753 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 17 contains 13090 members 
Mstep: Class 18 contains 8583 members 
Mstep: Class 19 contains 26776 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 5769 members 
Mstep: Class 23 contains 3476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194060.000000 Penalty: 41003.015625
Iteration 59Q: 20 clusters Score -2.819406e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 354812 members 
Mstep: Class 2 contains 677 members 
Mstep: Class 3 contains 11413 members 
Mstep: Class 4 contains 7869 members 
Mstep: Class 5 contains 17147 members 
Mstep: Class 6 contains 16821 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 42643 members 
Mstep: Class 9 contains 900 members 
Mstep: Class 10 contains 1277 members 
Mstep: Class 11 contains 46923 members 
Mstep: Class 12 contains 16777 members 
Mstep: Class 15 contains 3753 members 
Mstep: Class 17 contains 13073 members 
Mstep: Class 18 contains 8575 members 
Mstep: Class 19 contains 26783 members 
Mstep: Class 21 contains 4475 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 3474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194110.000000 Penalty: 41003.015625
Iteration 60F: 20 clusters Score -2.819411e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 355098 members 
Mstep: Class 2 contains 677 members 
Mstep: Class 3 contains 11397 members 
Mstep: Class 4 contains 7876 members 
Mstep: Class 5 contains 16932 members 
Mstep: Class 6 contains 16804 members 
Mstep: Class 7 contains 2376 members 
Mstep: Class 8 contains 42535 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 10 contains 1270 members 
Mstep: Class 11 contains 46986 members 
Mstep: Class 12 contains 16802 members 
Mstep: Class 15 contains 3740 members 
Mstep: Class 17 contains 13068 members 
Mstep: Class 18 contains 8559 members 
Mstep: Class 19 contains 26782 members 
Mstep: Class 21 contains 4473 members 
Mstep: Class 22 contains 5804 members 
Mstep: Class 23 contains 3478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194212.000000 Penalty: 41003.015625
Iteration 61Q: 20 clusters Score -2.819421e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 355363 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 11382 members 
Mstep: Class 4 contains 7882 members 
Mstep: Class 5 contains 16742 members 
Mstep: Class 6 contains 16792 members 
Mstep: Class 7 contains 2374 members 
Mstep: Class 8 contains 42432 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 10 contains 1269 members 
Mstep: Class 11 contains 47040 members 
Mstep: Class 12 contains 16818 members 
Mstep: Class 15 contains 3730 members 
Mstep: Class 17 contains 13059 members 
Mstep: Class 18 contains 8541 members 
Mstep: Class 19 contains 26780 members 
Mstep: Class 21 contains 4471 members 
Mstep: Class 22 contains 5816 members 
Mstep: Class 23 contains 3487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194256.000000 Penalty: 41003.015625
Iteration 62Q: 20 clusters Score -2.819426e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 355623 members 
Mstep: Class 2 contains 668 members 
Mstep: Class 3 contains 11367 members 
Mstep: Class 4 contains 7892 members 
Mstep: Class 5 contains 16559 members 
Mstep: Class 6 contains 16768 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 42325 members 
Mstep: Class 9 contains 901 members 
Mstep: Class 10 contains 1264 members 
Mstep: Class 11 contains 47112 members 
Mstep: Class 12 contains 16837 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 17 contains 13047 members 
Mstep: Class 18 contains 8522 members 
Mstep: Class 19 contains 26786 members 
Mstep: Class 21 contains 4465 members 
Mstep: Class 22 contains 5835 members 
Mstep: Class 23 contains 3496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194366.000000 Penalty: 41003.015625
Iteration 63Q: 20 clusters Score -2.819437e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 355886 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 11359 members 
Mstep: Class 4 contains 7905 members 
Mstep: Class 5 contains 16378 members 
Mstep: Class 6 contains 16752 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 42188 members 
Mstep: Class 9 contains 902 members 
Mstep: Class 10 contains 1261 members 
Mstep: Class 11 contains 47210 members 
Mstep: Class 12 contains 16850 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 17 contains 13039 members 
Mstep: Class 18 contains 8507 members 
Mstep: Class 19 contains 26789 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 5848 members 
Mstep: Class 23 contains 3498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194382.000000 Penalty: 41003.015625
Iteration 64Q: 20 clusters Score -2.819438e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 356134 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 11351 members 
Mstep: Class 4 contains 7913 members 
Mstep: Class 5 contains 16193 members 
Mstep: Class 6 contains 16734 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 42055 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 1259 members 
Mstep: Class 11 contains 47297 members 
Mstep: Class 12 contains 16864 members 
Mstep: Class 15 contains 3690 members 
Mstep: Class 17 contains 13031 members 
Mstep: Class 18 contains 8500 members 
Mstep: Class 19 contains 26799 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 5859 members 
Mstep: Class 23 contains 3498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194290.000000 Penalty: 41003.015625
Iteration 65Q: 20 clusters Score -2.819429e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 356395 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 4 contains 7918 members 
Mstep: Class 5 contains 16019 members 
Mstep: Class 6 contains 16713 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 41907 members 
Mstep: Class 9 contains 905 members 
Mstep: Class 10 contains 1256 members 
Mstep: Class 11 contains 47386 members 
Mstep: Class 12 contains 16881 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 17 contains 13022 members 
Mstep: Class 18 contains 8499 members 
Mstep: Class 19 contains 26808 members 
Mstep: Class 21 contains 4458 members 
Mstep: Class 22 contains 5869 members 
Mstep: Class 23 contains 3492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194290.000000 Penalty: 41003.015625
Iteration 66Q: 20 clusters Score -2.819429e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 356696 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 11316 members 
Mstep: Class 4 contains 7925 members 
Mstep: Class 5 contains 15810 members 
Mstep: Class 6 contains 16694 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 41769 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 1253 members 
Mstep: Class 11 contains 47461 members 
Mstep: Class 12 contains 16877 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 17 contains 13021 members 
Mstep: Class 18 contains 8495 members 
Mstep: Class 19 contains 26822 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 5878 members 
Mstep: Class 23 contains 3493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194320.000000 Penalty: 41003.015625
Iteration 67Q: 20 clusters Score -2.819432e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 356994 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 11296 members 
Mstep: Class 4 contains 7934 members 
Mstep: Class 5 contains 15606 members 
Mstep: Class 6 contains 16673 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 41635 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 1254 members 
Mstep: Class 11 contains 47546 members 
Mstep: Class 12 contains 16882 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 17 contains 13017 members 
Mstep: Class 18 contains 8478 members 
Mstep: Class 19 contains 26837 members 
Mstep: Class 21 contains 4455 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 3498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194282.000000 Penalty: 41003.015625
Iteration 68Q: 20 clusters Score -2.819428e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 357246 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 11279 members 
Mstep: Class 4 contains 7941 members 
Mstep: Class 5 contains 15432 members 
Mstep: Class 6 contains 16657 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 41506 members 
Mstep: Class 9 contains 909 members 
Mstep: Class 10 contains 1248 members 
Mstep: Class 11 contains 47619 members 
Mstep: Class 12 contains 16888 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 17 contains 13012 members 
Mstep: Class 18 contains 8468 members 
Mstep: Class 19 contains 26848 members 
Mstep: Class 21 contains 4464 members 
Mstep: Class 22 contains 5897 members 
Mstep: Class 23 contains 3501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194348.000000 Penalty: 41003.015625
Iteration 69Q: 20 clusters Score -2.819435e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 357491 members 
Mstep: Class 2 contains 626 members 
Mstep: Class 3 contains 11259 members 
Mstep: Class 4 contains 7945 members 
Mstep: Class 5 contains 15259 members 
Mstep: Class 6 contains 16646 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 41398 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 1247 members 
Mstep: Class 11 contains 47691 members 
Mstep: Class 12 contains 16901 members 
Mstep: Class 15 contains 3629 members 
Mstep: Class 17 contains 13003 members 
Mstep: Class 18 contains 8461 members 
Mstep: Class 19 contains 26858 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 5899 members 
Mstep: Class 23 contains 3502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194388.000000 Penalty: 41003.015625
Iteration 70Q: 20 clusters Score -2.819439e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 357733 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 11242 members 
Mstep: Class 4 contains 7948 members 
Mstep: Class 5 contains 15086 members 
Mstep: Class 6 contains 16639 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 41298 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 47745 members 
Mstep: Class 12 contains 16912 members 
Mstep: Class 15 contains 3614 members 
Mstep: Class 17 contains 13002 members 
Mstep: Class 18 contains 8453 members 
Mstep: Class 19 contains 26863 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 5908 members 
Mstep: Class 23 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194420.000000 Penalty: 41003.015625
Iteration 71Q: 20 clusters Score -2.819442e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 357997 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 11224 members 
Mstep: Class 4 contains 7950 members 
Mstep: Class 5 contains 14894 members 
Mstep: Class 6 contains 16631 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 41204 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 47796 members 
Mstep: Class 12 contains 16914 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 17 contains 12996 members 
Mstep: Class 18 contains 8435 members 
Mstep: Class 19 contains 26874 members 
Mstep: Class 21 contains 4469 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 3505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194394.000000 Penalty: 41003.015625
Iteration 72Q: 20 clusters Score -2.819439e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 358248 members 
Mstep: Class 2 contains 613 members 
Mstep: Class 3 contains 11209 members 
Mstep: Class 4 contains 7953 members 
Mstep: Class 5 contains 14710 members 
Mstep: Class 6 contains 16629 members 
Mstep: Class 7 contains 2372 members 
Mstep: Class 8 contains 41107 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1252 members 
Mstep: Class 11 contains 47828 members 
Mstep: Class 12 contains 16918 members 
Mstep: Class 15 contains 3608 members 
Mstep: Class 17 contains 12991 members 
Mstep: Class 18 contains 8419 members 
Mstep: Class 19 contains 26896 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 5917 members 
Mstep: Class 23 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194380.000000 Penalty: 41003.015625
Iteration 73Q: 20 clusters Score -2.819438e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 358480 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 11199 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 14554 members 
Mstep: Class 6 contains 16620 members 
Mstep: Class 7 contains 2371 members 
Mstep: Class 8 contains 41008 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 47862 members 
Mstep: Class 12 contains 16921 members 
Mstep: Class 15 contains 3607 members 
Mstep: Class 17 contains 12986 members 
Mstep: Class 18 contains 8410 members 
Mstep: Class 19 contains 26910 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 5923 members 
Mstep: Class 23 contains 3503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194432.000000 Penalty: 41003.015625
Iteration 74Q: 20 clusters Score -2.819443e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 358700 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 3 contains 11175 members 
Mstep: Class 4 contains 7966 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 16615 members 
Mstep: Class 7 contains 2370 members 
Mstep: Class 8 contains 40907 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 47898 members 
Mstep: Class 12 contains 16930 members 
Mstep: Class 15 contains 3607 members 
Mstep: Class 17 contains 12985 members 
Mstep: Class 18 contains 8406 members 
Mstep: Class 19 contains 26918 members 
Mstep: Class 21 contains 4470 members 
Mstep: Class 22 contains 5930 members 
Mstep: Class 23 contains 3506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194522.000000 Penalty: 41003.015625
Iteration 75Q: 20 clusters Score -2.819452e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 358916 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 11180 members 
Mstep: Class 4 contains 7973 members 
Mstep: Class 5 contains 14278 members 
Mstep: Class 6 contains 16604 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 40808 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 47914 members 
Mstep: Class 12 contains 16941 members 
Mstep: Class 15 contains 3606 members 
Mstep: Class 17 contains 12974 members 
Mstep: Class 18 contains 8397 members 
Mstep: Class 19 contains 26928 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 5932 members 
Mstep: Class 23 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194576.000000 Penalty: 41003.015625
Iteration 76Q: 20 clusters Score -2.819458e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 359167 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 11185 members 
Mstep: Class 4 contains 7975 members 
Mstep: Class 5 contains 14129 members 
Mstep: Class 6 contains 16597 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 40699 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 47929 members 
Mstep: Class 12 contains 16948 members 
Mstep: Class 15 contains 3606 members 
Mstep: Class 17 contains 12960 members 
Mstep: Class 18 contains 8391 members 
Mstep: Class 19 contains 26933 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194562.000000 Penalty: 41003.015625
Iteration 77Q: 20 clusters Score -2.819456e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 359439 members 
Mstep: Class 2 contains 594 members 
Mstep: Class 3 contains 11193 members 
Mstep: Class 4 contains 7976 members 
Mstep: Class 5 contains 13964 members 
Mstep: Class 6 contains 16592 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 40597 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 47927 members 
Mstep: Class 12 contains 16954 members 
Mstep: Class 15 contains 3610 members 
Mstep: Class 17 contains 12938 members 
Mstep: Class 18 contains 8383 members 
Mstep: Class 19 contains 26936 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 5942 members 
Mstep: Class 23 contains 3511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28194542.000000 Penalty: 41003.015625
Iteration 78Q: 20 clusters Score -2.819454e+07 nChanged 421
Entering ConstructFrom: 
Score: -28194542.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (359689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359689 members 
Entering Unmasked Estep 
Score: -17987914.000000 Penalty: 2078.861816
	Iteration 0F: 2 clusters Score -1.798791e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179617 members 
Mstep: Class 2 contains 180072 members 
Entering Unmasked Estep 
Score: -17744270.000000 Penalty: 4157.723633
	Iteration 0F: 3 clusters Score -1.774427e+07 nChanged 176012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171075 members 
Mstep: Class 2 contains 188614 members 
Entering Unmasked Estep 
Score: -17849686.000000 Penalty: 4157.723633
	Iteration 1F: 3 clusters Score -1.784969e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165933 members 
Mstep: Class 2 contains 193756 members 
Entering Unmasked Estep 
Score: -17851756.000000 Penalty: 4157.723633
	Iteration 2Q: 3 clusters Score -1.785176e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157779 members 
Mstep: Class 2 contains 201910 members 
Entering Unmasked Estep 
Score: -17854656.000000 Penalty: 4157.723633
	Iteration 3Q: 3 clusters Score -1.785466e+07 nChanged 14845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145022 members 
Mstep: Class 2 contains 214667 members 
Entering Unmasked Estep 
Score: -17860810.000000 Penalty: 4157.723633
	Iteration 4Q: 3 clusters Score -1.786081e+07 nChanged 20354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126262 members 
Mstep: Class 2 contains 233427 members 
Entering Unmasked Estep 
Score: -17872818.000000 Penalty: 4157.723633
	Iteration 5F: 3 clusters Score -1.787282e+07 nChanged 25939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101537 members 
Mstep: Class 2 contains 258152 members 
Entering Unmasked Estep 
Score: -17892322.000000 Penalty: 4157.723633
	Iteration 6F: 3 clusters Score -1.789232e+07 nChanged 28245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74244 members 
Mstep: Class 2 contains 285445 members 
Entering Unmasked Estep 
Score: -17918346.000000 Penalty: 4157.723633
	Iteration 7F: 3 clusters Score -1.791835e+07 nChanged 24299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 308980 members 
Entering Unmasked Estep 
Score: -17942804.000000 Penalty: 4157.723633
	Iteration 8F: 3 clusters Score -1.79428e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 324694 members 
Entering Unmasked Estep 
Score: -17959798.000000 Penalty: 4157.723633
	Iteration 9Q: 3 clusters Score -1.79598e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 333317 members 
Entering Unmasked Estep 
Score: -17969316.000000 Penalty: 4157.723633
	Iteration 10Q: 3 clusters Score -1.796932e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 338451 members 
Entering Unmasked Estep 
Score: -17974664.000000 Penalty: 4157.723633
	Iteration 11Q: 3 clusters Score -1.797466e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 342047 members 
Entering Unmasked Estep 
Score: -17977880.000000 Penalty: 4157.723633
	Iteration 12Q: 3 clusters Score -1.797788e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 344956 members 
Entering Unmasked Estep 
Score: -17979954.000000 Penalty: 4157.723633
	Iteration 13Q: 3 clusters Score -1.797995e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 347385 members 
Entering Unmasked Estep 
Score: -17981554.000000 Penalty: 4157.723633
	Iteration 14Q: 3 clusters Score -1.798155e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 349384 members 
Entering Unmasked Estep 
Score: -17982682.000000 Penalty: 4157.723633
	Iteration 15Q: 3 clusters Score -1.798268e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 351033 members 
Entering Unmasked Estep 
Score: -17983570.000000 Penalty: 4157.723633
	Iteration 16Q: 3 clusters Score -1.798357e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 352434 members 
Entering Unmasked Estep 
Score: -17984062.000000 Penalty: 4157.723633
	Iteration 17Q: 3 clusters Score -1.798406e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 353544 members 
Entering Unmasked Estep 
Score: -17984628.000000 Penalty: 4157.723633
	Iteration 18Q: 3 clusters Score -1.798463e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 354445 members 
Entering Unmasked Estep 
Score: -17985030.000000 Penalty: 4157.723633
	Iteration 19Q: 3 clusters Score -1.798503e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 355162 members 
Entering Unmasked Estep 
Score: -17985288.000000 Penalty: 4157.723633
	Iteration 20F: 3 clusters Score -1.798529e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 355726 members 
Entering Unmasked Estep 
Score: -17985502.000000 Penalty: 4157.723633
	Iteration 21Q: 3 clusters Score -1.79855e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 356171 members 
Entering Unmasked Estep 
Score: -17985676.000000 Penalty: 4157.723633
	Iteration 22Q: 3 clusters Score -1.798568e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 356516 members 
Entering Unmasked Estep 
Score: -17985824.000000 Penalty: 4157.723633
	Iteration 23Q: 3 clusters Score -1.798582e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 356767 members 
Entering Unmasked Estep 
Score: -17985940.000000 Penalty: 4157.723633
	Iteration 24Q: 3 clusters Score -1.798594e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 356964 members 
Entering Unmasked Estep 
Score: -17986042.000000 Penalty: 4157.723633
	Iteration 25Q: 3 clusters Score -1.798604e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 357102 members 
Entering Unmasked Estep 
Score: -17986108.000000 Penalty: 4157.723633
	Iteration 26Q: 3 clusters Score -1.798611e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 357245 members 
Entering Unmasked Estep 
Score: -17986154.000000 Penalty: 4157.723633
	Iteration 27Q: 3 clusters Score -1.798615e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 357341 members 
Entering Unmasked Estep 
Score: -17986158.000000 Penalty: 4157.723633
	Iteration 28Q: 3 clusters Score -1.798616e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 357396 members 
Entering Unmasked Estep 
Score: -17986164.000000 Penalty: 4157.723633
	Iteration 29Q: 3 clusters Score -1.798616e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 357444 members 
Entering Unmasked Estep 
Score: -17986208.000000 Penalty: 4157.723633
	Iteration 30Q: 3 clusters Score -1.798621e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 357487 members 
Entering Unmasked Estep 
Score: -17986218.000000 Penalty: 4157.723633
	Iteration 31Q: 3 clusters Score -1.798622e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 357523 members 
Entering Unmasked Estep 
Score: -17986236.000000 Penalty: 4157.723633
	Iteration 32Q: 3 clusters Score -1.798624e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 357563 members 
Entering Unmasked Estep 
Score: -17986258.000000 Penalty: 4157.723633
	Iteration 33Q: 3 clusters Score -1.798626e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 357604 members 
Entering Unmasked Estep 
Score: -17986260.000000 Penalty: 4157.723633
	Iteration 34Q: 3 clusters Score -1.798626e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 357644 members 
Entering Unmasked Estep 
Score: -17986258.000000 Penalty: 4157.723633
	Iteration 35Q: 3 clusters Score -1.798626e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 357676 members 
Entering Unmasked Estep 
Score: -17986282.000000 Penalty: 4157.723633
	Iteration 36Q: 3 clusters Score -1.798628e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 357703 members 
Entering Unmasked Estep 
Score: -17986266.000000 Penalty: 4157.723633
	Iteration 37Q: 3 clusters Score -1.798627e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 357724 members 
Entering Unmasked Estep 
Score: -17986276.000000 Penalty: 4157.723633
	Iteration 38Q: 3 clusters Score -1.798628e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 357738 members 
Entering Unmasked Estep 
Score: -17986276.000000 Penalty: 4157.723633
	Iteration 39Q: 3 clusters Score -1.798628e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 357759 members 
Entering Unmasked Estep 
Score: -17986298.000000 Penalty: 4157.723633
	Iteration 40F: 3 clusters Score -1.79863e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 357770 members 
Entering Unmasked Estep 
Score: -17986292.000000 Penalty: 4157.723633
	Iteration 41Q: 3 clusters Score -1.798629e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 357787 members 
Entering Unmasked Estep 
Score: -17986300.000000 Penalty: 4157.723633
	Iteration 42Q: 3 clusters Score -1.79863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 357799 members 
Entering Unmasked Estep 
Score: -17986302.000000 Penalty: 4157.723633
	Iteration 43Q: 3 clusters Score -1.79863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 357813 members 
Entering Unmasked Estep 
Score: -17986310.000000 Penalty: 4157.723633
	Iteration 44Q: 3 clusters Score -1.798631e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 357828 members 
Entering Unmasked Estep 
Score: -17986294.000000 Penalty: 4157.723633
	Iteration 45Q: 3 clusters Score -1.798629e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 357833 members 
Entering Unmasked Estep 
Score: -17986306.000000 Penalty: 4157.723633
	Iteration 46Q: 3 clusters Score -1.798631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 357842 members 
Entering Unmasked Estep 
Score: -17986310.000000 Penalty: 4157.723633
	Iteration 47Q: 3 clusters Score -1.798631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 357845 members 
Entering Unmasked Estep 
Score: -17986320.000000 Penalty: 4157.723633
	Iteration 48Q: 3 clusters Score -1.798632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 357850 members 
Entering Unmasked Estep 
Score: -17986318.000000 Penalty: 4157.723633
	Iteration 49Q: 3 clusters Score -1.798632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 357857 members 
Entering Unmasked Estep 
Score: -17986324.000000 Penalty: 4157.723633
	Iteration 50Q: 3 clusters Score -1.798632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 357857 members 
Entering Unmasked Estep 
Score: -17986324.000000 Penalty: 4157.723633
	Iteration 51Q: 3 clusters Score -1.798632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 357860 members 
Entering Unmasked Estep 
Score: -17986312.000000 Penalty: 4157.723633
	Iteration 52Q: 3 clusters Score -1.798631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 357867 members 
Entering Unmasked Estep 
Score: -17986324.000000 Penalty: 4157.723633
	Iteration 53Q: 3 clusters Score -1.798632e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 357874 members 
Entering Unmasked Estep 
Score: -17986318.000000 Penalty: 4157.723633
	Iteration 54Q: 3 clusters Score -1.798632e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 357882 members 
Entering Unmasked Estep 
Score: -17986314.000000 Penalty: 4157.723633
	Iteration 55Q: 3 clusters Score -1.798631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 357883 members 
Entering Unmasked Estep 
Score: -17986322.000000 Penalty: 4157.723633
	Iteration 56Q: 3 clusters Score -1.798632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 357887 members 
Entering Unmasked Estep 
Score: -17986320.000000 Penalty: 4157.723633
	Iteration 57Q: 3 clusters Score -1.798632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 357892 members 
Entering Unmasked Estep 
Score: -17986322.000000 Penalty: 4157.723633
	Iteration 58Q: 3 clusters Score -1.798632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 357893 members 
Entering Unmasked Estep 
Score: -17986330.000000 Penalty: 4157.723633
	Iteration 59Q: 3 clusters Score -1.798633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 357894 members 
Entering Unmasked Estep 
Score: -17986332.000000 Penalty: 4157.723633
	Iteration 60F: 3 clusters Score -1.798633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 357895 members 
Entering Unmasked Estep 
Score: -17986314.000000 Penalty: 4157.723633
	Iteration 61Q: 3 clusters Score -1.798631e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 357895 members 
Entering Unmasked Estep 
Score: -17986314.000000 Penalty: 4157.723633
	Iteration 62F: 3 clusters Score -1.798631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -27891.462891 Penalty: 1037.594116
	Iteration 0F: 2 clusters Score -27891.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26737.097656 Penalty: 2075.188232
	Iteration 0F: 3 clusters Score -26737.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26911.835938 Penalty: 2075.188232
	Iteration 1F: 3 clusters Score -26911.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26945.527344 Penalty: 2075.188232
	Iteration 2Q: 3 clusters Score -26945.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -26968.867188 Penalty: 2075.188232
	Iteration 3Q: 3 clusters Score -26968.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -26992.609375 Penalty: 2075.188232
	Iteration 4Q: 3 clusters Score -26992.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -27011.898438 Penalty: 2075.188232
	Iteration 5Q: 3 clusters Score -27011.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -27021.513672 Penalty: 2075.188232
	Iteration 6Q: 3 clusters Score -27021.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27026.804688 Penalty: 2075.188232
	Iteration 7Q: 3 clusters Score -27026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27033.039062 Penalty: 2075.188232
	Iteration 8Q: 3 clusters Score -27033.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -27034.199219 Penalty: 2075.188232
	Iteration 9Q: 3 clusters Score -27034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27044.835938 Penalty: 2075.188232
	Iteration 10Q: 3 clusters Score -27044.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27055.562500 Penalty: 2075.188232
	Iteration 11Q: 3 clusters Score -27055.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27060.125000 Penalty: 2075.188232
	Iteration 12Q: 3 clusters Score -27060.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27067.382812 Penalty: 2075.188232
	Iteration 13Q: 3 clusters Score -27067.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27075.781250 Penalty: 2075.188232
	Iteration 14Q: 3 clusters Score -27075.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27080.574219 Penalty: 2075.188232
	Iteration 15Q: 3 clusters Score -27080.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27080.574219 Penalty: 2075.188232
	Iteration 16F: 3 clusters Score -27080.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Entering Unmasked Estep 
Score: -584617.437500 Penalty: 1514.965698
	Iteration 0F: 2 clusters Score -584617.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -576674.375000 Penalty: 3029.931396
	Iteration 0F: 3 clusters Score -576674.4 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -579224.250000 Penalty: 3029.931396
	Iteration 1F: 3 clusters Score -579224.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -579474.812500 Penalty: 3029.931396
	Iteration 2F: 3 clusters Score -579474.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -579673.125000 Penalty: 3029.931396
	Iteration 3Q: 3 clusters Score -579673.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -579863.125000 Penalty: 3029.931396
	Iteration 4Q: 3 clusters Score -579863.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -580061.812500 Penalty: 3029.931396
	Iteration 5Q: 3 clusters Score -580061.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -580297.562500 Penalty: 3029.931396
	Iteration 6Q: 3 clusters Score -580297.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -580632.000000 Penalty: 3029.931396
	Iteration 7Q: 3 clusters Score -580632 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -581089.375000 Penalty: 3029.931396
	Iteration 8F: 3 clusters Score -581089.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -581670.750000 Penalty: 3029.931396
	Iteration 9F: 3 clusters Score -581670.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -582250.687500 Penalty: 3029.931396
	Iteration 10F: 3 clusters Score -582250.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -582704.187500 Penalty: 3029.931396
	Iteration 11Q: 3 clusters Score -582704.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -582982.500000 Penalty: 3029.931396
	Iteration 12Q: 3 clusters Score -582982.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -583121.750000 Penalty: 3029.931396
	Iteration 13Q: 3 clusters Score -583121.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -583204.687500 Penalty: 3029.931396
	Iteration 14Q: 3 clusters Score -583204.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -583258.000000 Penalty: 3029.931396
	Iteration 15Q: 3 clusters Score -583258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -583280.187500 Penalty: 3029.931396
	Iteration 16Q: 3 clusters Score -583280.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -583294.687500 Penalty: 3029.931396
	Iteration 17Q: 3 clusters Score -583294.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -583299.625000 Penalty: 3029.931396
	Iteration 18Q: 3 clusters Score -583299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -583300.250000 Penalty: 3029.931396
	Iteration 19Q: 3 clusters Score -583300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -583300.750000 Penalty: 3029.931396
	Iteration 20F: 3 clusters Score -583300.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -583302.375000 Penalty: 3029.931396
	Iteration 21Q: 3 clusters Score -583302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -583304.625000 Penalty: 3029.931396
	Iteration 22Q: 3 clusters Score -583304.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -583305.000000 Penalty: 3029.931396
	Iteration 23Q: 3 clusters Score -583305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -583304.812500 Penalty: 3029.931396
	Iteration 24Q: 3 clusters Score -583304.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -583306.062500 Penalty: 3029.931396
	Iteration 25Q: 3 clusters Score -583306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -583307.937500 Penalty: 3029.931396
	Iteration 26Q: 3 clusters Score -583307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -583309.375000 Penalty: 3029.931396
	Iteration 27Q: 3 clusters Score -583309.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -583310.312500 Penalty: 3029.931396
	Iteration 28Q: 3 clusters Score -583310.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -583312.312500 Penalty: 3029.931396
	Iteration 29Q: 3 clusters Score -583312.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -583312.312500 Penalty: 3029.931396
	Iteration 30F: 3 clusters Score -583312.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Entering Unmasked Estep 
Score: -351063.062500 Penalty: 1459.951660
	Iteration 0F: 2 clusters Score -351063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -345259.000000 Penalty: 2919.903320
	Iteration 0F: 3 clusters Score -345259 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -347574.718750 Penalty: 2919.903320
	Iteration 1F: 3 clusters Score -347574.7 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -348449.687500 Penalty: 2919.903320
	Iteration 2F: 3 clusters Score -348449.7 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -349256.125000 Penalty: 2919.903320
	Iteration 3F: 3 clusters Score -349256.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -349928.468750 Penalty: 2919.903320
	Iteration 4F: 3 clusters Score -349928.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -350330.843750 Penalty: 2919.903320
	Iteration 5F: 3 clusters Score -350330.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -350539.250000 Penalty: 2919.903320
	Iteration 6Q: 3 clusters Score -350539.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -350667.812500 Penalty: 2919.903320
	Iteration 7Q: 3 clusters Score -350667.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -350742.468750 Penalty: 2919.903320
	Iteration 8Q: 3 clusters Score -350742.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -350797.343750 Penalty: 2919.903320
	Iteration 9Q: 3 clusters Score -350797.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -350833.093750 Penalty: 2919.903320
	Iteration 10Q: 3 clusters Score -350833.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -350857.625000 Penalty: 2919.903320
	Iteration 11Q: 3 clusters Score -350857.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -350877.218750 Penalty: 2919.903320
	Iteration 12Q: 3 clusters Score -350877.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -350893.156250 Penalty: 2919.903320
	Iteration 13Q: 3 clusters Score -350893.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -350909.750000 Penalty: 2919.903320
	Iteration 14Q: 3 clusters Score -350909.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -350921.031250 Penalty: 2919.903320
	Iteration 15Q: 3 clusters Score -350921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -350928.750000 Penalty: 2919.903320
	Iteration 16Q: 3 clusters Score -350928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -350930.281250 Penalty: 2919.903320
	Iteration 17Q: 3 clusters Score -350930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -350931.781250 Penalty: 2919.903320
	Iteration 18Q: 3 clusters Score -350931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -350932.312500 Penalty: 2919.903320
	Iteration 19Q: 3 clusters Score -350932.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -350933.781250 Penalty: 2919.903320
	Iteration 20F: 3 clusters Score -350933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -350934.343750 Penalty: 2919.903320
	Iteration 21Q: 3 clusters Score -350934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -350935.812500 Penalty: 2919.903320
	Iteration 22Q: 3 clusters Score -350935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -350936.562500 Penalty: 2919.903320
	Iteration 23Q: 3 clusters Score -350936.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -350936.562500 Penalty: 2919.903320
	Iteration 24F: 3 clusters Score -350936.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Entering Unmasked Estep 
Score: -712302.687500 Penalty: 1549.054199
	Iteration 0F: 2 clusters Score -712302.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -702664.687500 Penalty: 3098.108398
	Iteration 0F: 3 clusters Score -702664.7 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -705872.062500 Penalty: 3098.108398
	Iteration 1F: 3 clusters Score -705872.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -706091.437500 Penalty: 3098.108398
	Iteration 2Q: 3 clusters Score -706091.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -706262.062500 Penalty: 3098.108398
	Iteration 3Q: 3 clusters Score -706262.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -706439.125000 Penalty: 3098.108398
	Iteration 4Q: 3 clusters Score -706439.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -706635.125000 Penalty: 3098.108398
	Iteration 5Q: 3 clusters Score -706635.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -706882.000000 Penalty: 3098.108398
	Iteration 6Q: 3 clusters Score -706882 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -707222.562500 Penalty: 3098.108398
	Iteration 7Q: 3 clusters Score -707222.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -707711.937500 Penalty: 3098.108398
	Iteration 8F: 3 clusters Score -707711.9 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -708348.437500 Penalty: 3098.108398
	Iteration 9F: 3 clusters Score -708348.4 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -709118.437500 Penalty: 3098.108398
	Iteration 10F: 3 clusters Score -709118.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -709880.687500 Penalty: 3098.108398
	Iteration 11F: 3 clusters Score -709880.7 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -710553.062500 Penalty: 3098.108398
	Iteration 12F: 3 clusters Score -710553.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -710881.875000 Penalty: 3098.108398
	Iteration 13Q: 3 clusters Score -710881.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -711014.750000 Penalty: 3098.108398
	Iteration 14Q: 3 clusters Score -711014.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -711080.937500 Penalty: 3098.108398
	Iteration 15Q: 3 clusters Score -711080.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -711113.000000 Penalty: 3098.108398
	Iteration 16Q: 3 clusters Score -711113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -711138.437500 Penalty: 3098.108398
	Iteration 17Q: 3 clusters Score -711138.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -711156.437500 Penalty: 3098.108398
	Iteration 18Q: 3 clusters Score -711156.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -711169.562500 Penalty: 3098.108398
	Iteration 19Q: 3 clusters Score -711169.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -711178.750000 Penalty: 3098.108398
	Iteration 20F: 3 clusters Score -711178.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -711185.750000 Penalty: 3098.108398
	Iteration 21Q: 3 clusters Score -711185.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -711190.125000 Penalty: 3098.108398
	Iteration 22Q: 3 clusters Score -711190.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -711195.187500 Penalty: 3098.108398
	Iteration 23Q: 3 clusters Score -711195.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -711201.562500 Penalty: 3098.108398
	Iteration 24Q: 3 clusters Score -711201.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -711206.500000 Penalty: 3098.108398
	Iteration 25Q: 3 clusters Score -711206.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -711214.937500 Penalty: 3098.108398
	Iteration 26Q: 3 clusters Score -711214.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -711219.000000 Penalty: 3098.108398
	Iteration 27Q: 3 clusters Score -711219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -711227.375000 Penalty: 3098.108398
	Iteration 28Q: 3 clusters Score -711227.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -711232.875000 Penalty: 3098.108398
	Iteration 29Q: 3 clusters Score -711232.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -711236.625000 Penalty: 3098.108398
	Iteration 30Q: 3 clusters Score -711236.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -711243.187500 Penalty: 3098.108398
	Iteration 31Q: 3 clusters Score -711243.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -711247.625000 Penalty: 3098.108398
	Iteration 32Q: 3 clusters Score -711247.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -711255.250000 Penalty: 3098.108398
	Iteration 33Q: 3 clusters Score -711255.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -711264.125000 Penalty: 3098.108398
	Iteration 34Q: 3 clusters Score -711264.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -711270.562500 Penalty: 3098.108398
	Iteration 35Q: 3 clusters Score -711270.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -711275.937500 Penalty: 3098.108398
	Iteration 36Q: 3 clusters Score -711275.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -711281.812500 Penalty: 3098.108398
	Iteration 37Q: 3 clusters Score -711281.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -711285.375000 Penalty: 3098.108398
	Iteration 38Q: 3 clusters Score -711285.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -711285.937500 Penalty: 3098.108398
	Iteration 39Q: 3 clusters Score -711285.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -711289.000000 Penalty: 3098.108398
	Iteration 40F: 3 clusters Score -711289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -711291.187500 Penalty: 3098.108398
	Iteration 41Q: 3 clusters Score -711291.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -711291.312500 Penalty: 3098.108398
	Iteration 42Q: 3 clusters Score -711291.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -711296.375000 Penalty: 3098.108398
	Iteration 43Q: 3 clusters Score -711296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -711296.562500 Penalty: 3098.108398
	Iteration 44Q: 3 clusters Score -711296.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -711298.250000 Penalty: 3098.108398
	Iteration 45Q: 3 clusters Score -711298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -711300.375000 Penalty: 3098.108398
	Iteration 46Q: 3 clusters Score -711300.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -711300.875000 Penalty: 3098.108398
	Iteration 47Q: 3 clusters Score -711300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -711301.937500 Penalty: 3098.108398
	Iteration 48Q: 3 clusters Score -711301.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -711304.437500 Penalty: 3098.108398
	Iteration 49Q: 3 clusters Score -711304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -711305.500000 Penalty: 3098.108398
	Iteration 50Q: 3 clusters Score -711305.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -711306.750000 Penalty: 3098.108398
	Iteration 51Q: 3 clusters Score -711306.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -711307.250000 Penalty: 3098.108398
	Iteration 52Q: 3 clusters Score -711307.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -711306.562500 Penalty: 3098.108398
	Iteration 53Q: 3 clusters Score -711306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -711309.875000 Penalty: 3098.108398
	Iteration 54Q: 3 clusters Score -711309.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -711309.875000 Penalty: 3098.108398
	Iteration 55Q: 3 clusters Score -711309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -711311.562500 Penalty: 3098.108398
	Iteration 56Q: 3 clusters Score -711311.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -711310.812500 Penalty: 3098.108398
	Iteration 57Q: 3 clusters Score -711310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -711310.375000 Penalty: 3098.108398
	Iteration 58Q: 3 clusters Score -711310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -711310.375000 Penalty: 3098.108398
	Iteration 59F: 3 clusters Score -711310.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Entering Unmasked Estep 
Score: -807921.437500 Penalty: 1578.871582
	Iteration 0F: 2 clusters Score -807921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -796520.125000 Penalty: 3157.743164
	Iteration 0F: 3 clusters Score -796520.1 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -800543.812500 Penalty: 3157.743164
	Iteration 1F: 3 clusters Score -800543.8 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -800999.687500 Penalty: 3157.743164
	Iteration 2F: 3 clusters Score -800999.7 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -801599.687500 Penalty: 3157.743164
	Iteration 3F: 3 clusters Score -801599.7 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -802453.187500 Penalty: 3157.743164
	Iteration 4F: 3 clusters Score -802453.2 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -803480.625000 Penalty: 3157.743164
	Iteration 5F: 3 clusters Score -803480.6 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -804527.125000 Penalty: 3157.743164
	Iteration 6F: 3 clusters Score -804527.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -805312.750000 Penalty: 3157.743164
	Iteration 7F: 3 clusters Score -805312.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -805835.000000 Penalty: 3157.743164
	Iteration 8Q: 3 clusters Score -805835 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -806151.187500 Penalty: 3157.743164
	Iteration 9Q: 3 clusters Score -806151.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -806318.750000 Penalty: 3157.743164
	Iteration 10Q: 3 clusters Score -806318.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -806424.312500 Penalty: 3157.743164
	Iteration 11Q: 3 clusters Score -806424.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -806495.125000 Penalty: 3157.743164
	Iteration 12Q: 3 clusters Score -806495.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -806542.125000 Penalty: 3157.743164
	Iteration 13Q: 3 clusters Score -806542.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -806586.250000 Penalty: 3157.743164
	Iteration 14Q: 3 clusters Score -806586.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -806622.750000 Penalty: 3157.743164
	Iteration 15Q: 3 clusters Score -806622.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -806648.500000 Penalty: 3157.743164
	Iteration 16Q: 3 clusters Score -806648.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -806668.625000 Penalty: 3157.743164
	Iteration 17Q: 3 clusters Score -806668.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -806679.125000 Penalty: 3157.743164
	Iteration 18Q: 3 clusters Score -806679.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -806692.187500 Penalty: 3157.743164
	Iteration 19Q: 3 clusters Score -806692.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -806700.625000 Penalty: 3157.743164
	Iteration 20F: 3 clusters Score -806700.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -806703.625000 Penalty: 3157.743164
	Iteration 21Q: 3 clusters Score -806703.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -806704.625000 Penalty: 3157.743164
	Iteration 22Q: 3 clusters Score -806704.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -806708.187500 Penalty: 3157.743164
	Iteration 23Q: 3 clusters Score -806708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -806708.250000 Penalty: 3157.743164
	Iteration 24Q: 3 clusters Score -806708.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -806710.375000 Penalty: 3157.743164
	Iteration 25Q: 3 clusters Score -806710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -806713.500000 Penalty: 3157.743164
	Iteration 26Q: 3 clusters Score -806713.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -806715.375000 Penalty: 3157.743164
	Iteration 27Q: 3 clusters Score -806715.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -806719.937500 Penalty: 3157.743164
	Iteration 28Q: 3 clusters Score -806719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -806721.000000 Penalty: 3157.743164
	Iteration 29Q: 3 clusters Score -806721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -806724.875000 Penalty: 3157.743164
	Iteration 30Q: 3 clusters Score -806724.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -806725.687500 Penalty: 3157.743164
	Iteration 31Q: 3 clusters Score -806725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -806726.375000 Penalty: 3157.743164
	Iteration 32Q: 3 clusters Score -806726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -806727.250000 Penalty: 3157.743164
	Iteration 33Q: 3 clusters Score -806727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -806728.062500 Penalty: 3157.743164
	Iteration 34Q: 3 clusters Score -806728.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -806729.250000 Penalty: 3157.743164
	Iteration 35Q: 3 clusters Score -806729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -806730.812500 Penalty: 3157.743164
	Iteration 36Q: 3 clusters Score -806730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -806733.937500 Penalty: 3157.743164
	Iteration 37Q: 3 clusters Score -806733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -806734.000000 Penalty: 3157.743164
	Iteration 38Q: 3 clusters Score -806734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -806735.500000 Penalty: 3157.743164
	Iteration 39Q: 3 clusters Score -806735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -806737.000000 Penalty: 3157.743164
	Iteration 40F: 3 clusters Score -806737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -806738.500000 Penalty: 3157.743164
	Iteration 41Q: 3 clusters Score -806738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -806741.312500 Penalty: 3157.743164
	Iteration 42Q: 3 clusters Score -806741.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -806746.125000 Penalty: 3157.743164
	Iteration 43Q: 3 clusters Score -806746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -806746.937500 Penalty: 3157.743164
	Iteration 44Q: 3 clusters Score -806746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -806749.250000 Penalty: 3157.743164
	Iteration 45Q: 3 clusters Score -806749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -806752.125000 Penalty: 3157.743164
	Iteration 46Q: 3 clusters Score -806752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -806755.125000 Penalty: 3157.743164
	Iteration 47Q: 3 clusters Score -806755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -806758.000000 Penalty: 3157.743164
	Iteration 48Q: 3 clusters Score -806758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -806760.062500 Penalty: 3157.743164
	Iteration 49Q: 3 clusters Score -806760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -806760.000000 Penalty: 3157.743164
	Iteration 50Q: 3 clusters Score -806760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -806761.187500 Penalty: 3157.743164
	Iteration 51Q: 3 clusters Score -806761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -806762.562500 Penalty: 3157.743164
	Iteration 52Q: 3 clusters Score -806762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -806761.937500 Penalty: 3157.743164
	Iteration 53Q: 3 clusters Score -806761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -806761.937500 Penalty: 3157.743164
	Iteration 54F: 3 clusters Score -806761.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -104627.593750 Penalty: 1262.524048
	Iteration 0F: 2 clusters Score -104627.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -102333.093750 Penalty: 2525.048096
	Iteration 0F: 3 clusters Score -102333.1 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -102853.343750 Penalty: 2525.048096
	Iteration 1F: 3 clusters Score -102853.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -102995.742188 Penalty: 2525.048096
	Iteration 2F: 3 clusters Score -102995.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -103094.789062 Penalty: 2525.048096
	Iteration 3F: 3 clusters Score -103094.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -103163.640625 Penalty: 2525.048096
	Iteration 4Q: 3 clusters Score -103163.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -103203.320312 Penalty: 2525.048096
	Iteration 5Q: 3 clusters Score -103203.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -103229.054688 Penalty: 2525.048096
	Iteration 6Q: 3 clusters Score -103229.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -103253.898438 Penalty: 2525.048096
	Iteration 7Q: 3 clusters Score -103253.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -103271.484375 Penalty: 2525.048096
	Iteration 8Q: 3 clusters Score -103271.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -103290.304688 Penalty: 2525.048096
	Iteration 9Q: 3 clusters Score -103290.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -103314.992188 Penalty: 2525.048096
	Iteration 10Q: 3 clusters Score -103315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -103349.757812 Penalty: 2525.048096
	Iteration 11Q: 3 clusters Score -103349.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -103389.382812 Penalty: 2525.048096
	Iteration 12Q: 3 clusters Score -103389.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -103434.625000 Penalty: 2525.048096
	Iteration 13Q: 3 clusters Score -103434.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -103490.414062 Penalty: 2525.048096
	Iteration 14Q: 3 clusters Score -103490.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -103589.125000 Penalty: 2525.048096
	Iteration 15Q: 3 clusters Score -103589.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -103736.031250 Penalty: 2525.048096
	Iteration 16Q: 3 clusters Score -103736 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -103904.179688 Penalty: 2525.048096
	Iteration 17Q: 3 clusters Score -103904.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -104131.062500 Penalty: 2525.048096
	Iteration 18Q: 3 clusters Score -104131.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -104430.421875 Penalty: 2525.048096
	Iteration 19Q: 3 clusters Score -104430.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -104702.257812 Penalty: 2525.048096
	Iteration 20F: 3 clusters Score -104702.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -105051.054688 Penalty: 2525.048096
	Iteration 21Q: 3 clusters Score -105051.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -105170.242188 Penalty: 2525.048096
	Iteration 22Q: 3 clusters Score -105170.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -105209.882812 Penalty: 2525.048096
	Iteration 23Q: 3 clusters Score -105209.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -105250.750000 Penalty: 2525.048096
	Iteration 24Q: 3 clusters Score -105250.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -105301.109375 Penalty: 2525.048096
	Iteration 25Q: 3 clusters Score -105301.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -105351.406250 Penalty: 2525.048096
	Iteration 26Q: 3 clusters Score -105351.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -105396.132812 Penalty: 2525.048096
	Iteration 27Q: 3 clusters Score -105396.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -105424.859375 Penalty: 2525.048096
	Iteration 28Q: 3 clusters Score -105424.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -105440.101562 Penalty: 2525.048096
	Iteration 29Q: 3 clusters Score -105440.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -105451.015625 Penalty: 2525.048096
	Iteration 30Q: 3 clusters Score -105451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -105458.765625 Penalty: 2525.048096
	Iteration 31Q: 3 clusters Score -105458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -105459.281250 Penalty: 2525.048096
	Iteration 32Q: 3 clusters Score -105459.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -105459.281250 Penalty: 2525.048096
	Iteration 33F: 3 clusters Score -105459.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 359689 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 11191 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 13803 members 
Mstep: Class 6 contains 16583 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 40501 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 47945 members 
Mstep: Class 12 contains 16956 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 15 contains 3611 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 8372 members 
Mstep: Class 19 contains 26948 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 5949 members 
Mstep: Class 23 contains 3515 members 
Entering Unmasked Estep 
Score: -28194446.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28194542.000000 to -28194446.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (40501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Entering Unmasked Estep 
Score: -2016015.250000 Penalty: 1723.975830
	Iteration 0F: 2 clusters Score -2016015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -1988801.000000 Penalty: 3447.951660
	Iteration 0F: 3 clusters Score -1988801 nChanged 18959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -1999282.250000 Penalty: 3447.951660
	Iteration 1F: 3 clusters Score -1999282 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -1999772.250000 Penalty: 3447.951660
	Iteration 2Q: 3 clusters Score -1999772 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2000253.375000 Penalty: 3447.951660
	Iteration 3Q: 3 clusters Score -2000253 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2000813.375000 Penalty: 3447.951660
	Iteration 4Q: 3 clusters Score -2000813 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2001550.375000 Penalty: 3447.951660
	Iteration 5Q: 3 clusters Score -2001550 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2002592.625000 Penalty: 3447.951660
	Iteration 6Q: 3 clusters Score -2002593 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2003982.625000 Penalty: 3447.951660
	Iteration 7F: 3 clusters Score -2003983 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2005722.375000 Penalty: 3447.951660
	Iteration 8F: 3 clusters Score -2005722 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2007535.375000 Penalty: 3447.951660
	Iteration 9F: 3 clusters Score -2007535 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2009039.500000 Penalty: 3447.951660
	Iteration 10F: 3 clusters Score -2009040 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2009954.500000 Penalty: 3447.951660
	Iteration 11Q: 3 clusters Score -2009954 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2010376.125000 Penalty: 3447.951660
	Iteration 12Q: 3 clusters Score -2010376 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2010583.000000 Penalty: 3447.951660
	Iteration 13Q: 3 clusters Score -2010583 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2010738.000000 Penalty: 3447.951660
	Iteration 14Q: 3 clusters Score -2010738 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2010856.875000 Penalty: 3447.951660
	Iteration 15Q: 3 clusters Score -2010857 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2010987.500000 Penalty: 3447.951660
	Iteration 16Q: 3 clusters Score -2010988 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2011132.625000 Penalty: 3447.951660
	Iteration 17Q: 3 clusters Score -2011133 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2011294.750000 Penalty: 3447.951660
	Iteration 18Q: 3 clusters Score -2011295 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2011459.625000 Penalty: 3447.951660
	Iteration 19Q: 3 clusters Score -2011460 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2011616.875000 Penalty: 3447.951660
	Iteration 20F: 3 clusters Score -2011617 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2011767.625000 Penalty: 3447.951660
	Iteration 21Q: 3 clusters Score -2011768 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2011914.625000 Penalty: 3447.951660
	Iteration 22Q: 3 clusters Score -2011915 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2012065.625000 Penalty: 3447.951660
	Iteration 23Q: 3 clusters Score -2012066 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2012198.500000 Penalty: 3447.951660
	Iteration 24Q: 3 clusters Score -2012198 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -2012340.000000 Penalty: 3447.951660
	Iteration 25Q: 3 clusters Score -2012340 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2012475.000000 Penalty: 3447.951660
	Iteration 26Q: 3 clusters Score -2012475 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2012584.750000 Penalty: 3447.951660
	Iteration 27Q: 3 clusters Score -2012585 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2012692.000000 Penalty: 3447.951660
	Iteration 28Q: 3 clusters Score -2012692 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -2012808.375000 Penalty: 3447.951660
	Iteration 29Q: 3 clusters Score -2012808 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -2012902.750000 Penalty: 3447.951660
	Iteration 30Q: 3 clusters Score -2012903 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -2012983.750000 Penalty: 3447.951660
	Iteration 31Q: 3 clusters Score -2012984 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2013046.125000 Penalty: 3447.951660
	Iteration 32Q: 3 clusters Score -2013046 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -2013107.750000 Penalty: 3447.951660
	Iteration 33Q: 3 clusters Score -2013108 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -2013150.250000 Penalty: 3447.951660
	Iteration 34Q: 3 clusters Score -2013150 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -2013204.375000 Penalty: 3447.951660
	Iteration 35Q: 3 clusters Score -2013204 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -2013246.625000 Penalty: 3447.951660
	Iteration 36Q: 3 clusters Score -2013247 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -2013271.750000 Penalty: 3447.951660
	Iteration 37Q: 3 clusters Score -2013272 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -2013314.750000 Penalty: 3447.951660
	Iteration 38Q: 3 clusters Score -2013315 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -2013355.250000 Penalty: 3447.951660
	Iteration 39Q: 3 clusters Score -2013355 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -2013398.500000 Penalty: 3447.951660
	Iteration 40F: 3 clusters Score -2013398 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -2013441.750000 Penalty: 3447.951660
	Iteration 41Q: 3 clusters Score -2013442 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -2013484.875000 Penalty: 3447.951660
	Iteration 42Q: 3 clusters Score -2013485 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -2013523.500000 Penalty: 3447.951660
	Iteration 43Q: 3 clusters Score -2013524 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -2013565.125000 Penalty: 3447.951660
	Iteration 44Q: 3 clusters Score -2013565 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -2013614.750000 Penalty: 3447.951660
	Iteration 45Q: 3 clusters Score -2013615 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -2013662.250000 Penalty: 3447.951660
	Iteration 46Q: 3 clusters Score -2013662 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -2013710.125000 Penalty: 3447.951660
	Iteration 47Q: 3 clusters Score -2013710 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -2013746.125000 Penalty: 3447.951660
	Iteration 48Q: 3 clusters Score -2013746 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -2013794.375000 Penalty: 3447.951660
	Iteration 49Q: 3 clusters Score -2013794 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -2013835.125000 Penalty: 3447.951660
	Iteration 50Q: 3 clusters Score -2013835 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -2013859.875000 Penalty: 3447.951660
	Iteration 51Q: 3 clusters Score -2013860 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -2013895.500000 Penalty: 3447.951660
	Iteration 52Q: 3 clusters Score -2013896 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -2013902.125000 Penalty: 3447.951660
	Iteration 53Q: 3 clusters Score -2013902 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -2013923.375000 Penalty: 3447.951660
	Iteration 54Q: 3 clusters Score -2013923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -2013942.250000 Penalty: 3447.951660
	Iteration 55Q: 3 clusters Score -2013942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -2013960.625000 Penalty: 3447.951660
	Iteration 56Q: 3 clusters Score -2013961 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -2013964.625000 Penalty: 3447.951660
	Iteration 57Q: 3 clusters Score -2013965 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -2013986.875000 Penalty: 3447.951660
	Iteration 58Q: 3 clusters Score -2013987 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -2013988.500000 Penalty: 3447.951660
	Iteration 59Q: 3 clusters Score -2013988 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -2013998.000000 Penalty: 3447.951660
	Iteration 60F: 3 clusters Score -2013998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -2014008.875000 Penalty: 3447.951660
	Iteration 61Q: 3 clusters Score -2014009 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -2014025.875000 Penalty: 3447.951660
	Iteration 62Q: 3 clusters Score -2014026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -2014042.750000 Penalty: 3447.951660
	Iteration 63Q: 3 clusters Score -2014043 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -2014057.000000 Penalty: 3447.951660
	Iteration 64Q: 3 clusters Score -2014057 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -2014071.750000 Penalty: 3447.951660
	Iteration 65Q: 3 clusters Score -2014072 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -2014081.500000 Penalty: 3447.951660
	Iteration 66Q: 3 clusters Score -2014082 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -2014101.500000 Penalty: 3447.951660
	Iteration 67Q: 3 clusters Score -2014102 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -2014105.750000 Penalty: 3447.951660
	Iteration 68Q: 3 clusters Score -2014106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -2014113.875000 Penalty: 3447.951660
	Iteration 69Q: 3 clusters Score -2014114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -2014123.125000 Penalty: 3447.951660
	Iteration 70Q: 3 clusters Score -2014123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -2014131.000000 Penalty: 3447.951660
	Iteration 71Q: 3 clusters Score -2014131 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -2014149.375000 Penalty: 3447.951660
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -2014154.125000 Penalty: 3447.951660
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2014153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -2014161.125000 Penalty: 3447.951660
	Iteration 75Q: 3 clusters Score -2014161 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2014163 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -2014181.500000 Penalty: 3447.951660
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -2014195.250000 Penalty: 3447.951660
	Iteration 78Q: 3 clusters Score -2014195 nChanged 99
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Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2014207 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2014269 nChanged 66
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Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2014272 nChanged 65
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Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2014283 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2014280 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2014288 nChanged 60
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Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2014290 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2014302 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2014325 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2014336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -2014336.875000 Penalty: 3447.951660
	Iteration 96Q: 3 clusters Score -2014337 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2014345 nChanged 54
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Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2014354 nChanged 48
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Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2014361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2014364 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2014370 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2014373 nChanged 50
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Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2014372 nChanged 53
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Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2014380 nChanged 46
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Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2014386 nChanged 47
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Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2014384 nChanged 53
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Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2014392 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2014401 nChanged 56
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Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2014399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2014408 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2014417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2014420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -2014423.000000 Penalty: 3447.951660
	Iteration 114Q: 3 clusters Score -2014423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -2014425.375000 Penalty: 3447.951660
	Iteration 115Q: 3 clusters Score -2014425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2014428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2014435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -2014437.000000 Penalty: 3447.951660
	Iteration 118Q: 3 clusters Score -2014437 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -2014441.250000 Penalty: 3447.951660
	Iteration 119Q: 3 clusters Score -2014441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2014446 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -2014452.750000 Penalty: 3447.951660
	Iteration 121Q: 3 clusters Score -2014453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2014450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2014453 nChanged 24
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Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -2014456.875000 Penalty: 3447.951660
	Iteration 124Q: 3 clusters Score -2014457 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2014456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -2014463.375000 Penalty: 3447.951660
	Iteration 126Q: 3 clusters Score -2014463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -2014463.625000 Penalty: 3447.951660
	Iteration 127Q: 3 clusters Score -2014464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2014465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -2014470.125000 Penalty: 3447.951660
	Iteration 129Q: 3 clusters Score -2014470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -2014472.500000 Penalty: 3447.951660
	Iteration 130Q: 3 clusters Score -2014472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -2014471.875000 Penalty: 3447.951660
	Iteration 131Q: 3 clusters Score -2014472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -2014477.125000 Penalty: 3447.951660
	Iteration 132Q: 3 clusters Score -2014477 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2014472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -2014479.625000 Penalty: 3447.951660
	Iteration 134Q: 3 clusters Score -2014480 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2014479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -2014482.000000 Penalty: 3447.951660
	Iteration 136Q: 3 clusters Score -2014482 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -2014485.125000 Penalty: 3447.951660
	Iteration 137Q: 3 clusters Score -2014485 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2014485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2014484 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -2014486.500000 Penalty: 3447.951660
	Iteration 140F: 3 clusters Score -2014486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2014486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2014491 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2014494 nChanged 20
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Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2014493 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2014490 nChanged 20
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Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2014491 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4455 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2014495 nChanged 18
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Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2014490 nChanged 20
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Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2014492 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2014498 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -2014500.625000 Penalty: 3447.951660
	Iteration 151Q: 3 clusters Score -2014501 nChanged 17
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Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -2014502.500000 Penalty: 3447.951660
	Iteration 152Q: 3 clusters Score -2014502 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2014502 nChanged 22
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Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -2014504.375000 Penalty: 3447.951660
	Iteration 154Q: 3 clusters Score -2014504 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2014501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2014501 nChanged 11
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Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2014504 nChanged 16
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Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2014503 nChanged 17
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Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2014502 nChanged 14
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Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -2014506.875000 Penalty: 3447.951660
	Iteration 160F: 3 clusters Score -2014507 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2014508 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -2014512.500000 Penalty: 3447.951660
	Iteration 162Q: 3 clusters Score -2014512 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2014512 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -2014512.625000 Penalty: 3447.951660
	Iteration 164Q: 3 clusters Score -2014513 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -2014510.750000 Penalty: 3447.951660
	Iteration 165Q: 3 clusters Score -2014511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -2014514.000000 Penalty: 3447.951660
	Iteration 166Q: 3 clusters Score -2014514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -2014514.875000 Penalty: 3447.951660
	Iteration 167Q: 3 clusters Score -2014515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -2014520.750000 Penalty: 3447.951660
	Iteration 168Q: 3 clusters Score -2014521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -2014516.875000 Penalty: 3447.951660
	Iteration 169Q: 3 clusters Score -2014517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -2014517.625000 Penalty: 3447.951660
	Iteration 170Q: 3 clusters Score -2014518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -2014518.375000 Penalty: 3447.951660
	Iteration 171Q: 3 clusters Score -2014518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -2014517.125000 Penalty: 3447.951660
	Iteration 172Q: 3 clusters Score -2014517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -2014518.125000 Penalty: 3447.951660
	Iteration 173Q: 3 clusters Score -2014518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -2014518.750000 Penalty: 3447.951660
	Iteration 174Q: 3 clusters Score -2014519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -2014521.500000 Penalty: 3447.951660
	Iteration 175Q: 3 clusters Score -2014522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -2014524.375000 Penalty: 3447.951660
	Iteration 176Q: 3 clusters Score -2014524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -2014526.500000 Penalty: 3447.951660
	Iteration 177Q: 3 clusters Score -2014526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -2014526.500000 Penalty: 3447.951660
	Iteration 178Q: 3 clusters Score -2014526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -2014522.750000 Penalty: 3447.951660
	Iteration 179Q: 3 clusters Score -2014523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -2014525.375000 Penalty: 3447.951660
	Iteration 180F: 3 clusters Score -2014525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -2014521.750000 Penalty: 3447.951660
	Iteration 181Q: 3 clusters Score -2014522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -2014520.875000 Penalty: 3447.951660
	Iteration 182Q: 3 clusters Score -2014521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -2014522.875000 Penalty: 3447.951660
	Iteration 183Q: 3 clusters Score -2014523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -2014522.375000 Penalty: 3447.951660
	Iteration 184Q: 3 clusters Score -2014522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -2014524.125000 Penalty: 3447.951660
	Iteration 185Q: 3 clusters Score -2014524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -2014525.250000 Penalty: 3447.951660
	Iteration 186Q: 3 clusters Score -2014525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -2014524.250000 Penalty: 3447.951660
	Iteration 187Q: 3 clusters Score -2014524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -2014525.125000 Penalty: 3447.951660
	Iteration 188Q: 3 clusters Score -2014525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -2014528.000000 Penalty: 3447.951660
	Iteration 189Q: 3 clusters Score -2014528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -2014531.000000 Penalty: 3447.951660
	Iteration 190Q: 3 clusters Score -2014531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -2014532.125000 Penalty: 3447.951660
	Iteration 191Q: 3 clusters Score -2014532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -2014534.875000 Penalty: 3447.951660
	Iteration 192Q: 3 clusters Score -2014535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -2014538.125000 Penalty: 3447.951660
	Iteration 193Q: 3 clusters Score -2014538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -2014536.000000 Penalty: 3447.951660
	Iteration 194Q: 3 clusters Score -2014536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -2014534.625000 Penalty: 3447.951660
	Iteration 195Q: 3 clusters Score -2014535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -2014536.875000 Penalty: 3447.951660
	Iteration 196Q: 3 clusters Score -2014537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -2014537.000000 Penalty: 3447.951660
	Iteration 197Q: 3 clusters Score -2014537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -2014538.250000 Penalty: 3447.951660
	Iteration 198Q: 3 clusters Score -2014538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -2014540.000000 Penalty: 3447.951660
	Iteration 199Q: 3 clusters Score -2014540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -2014537.625000 Penalty: 3447.951660
	Iteration 200F: 3 clusters Score -2014538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -2014539.875000 Penalty: 3447.951660
	Iteration 201Q: 3 clusters Score -2014540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -2014538.750000 Penalty: 3447.951660
	Iteration 202Q: 3 clusters Score -2014539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -2014539.625000 Penalty: 3447.951660
	Iteration 203Q: 3 clusters Score -2014540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -2014541.375000 Penalty: 3447.951660
	Iteration 204Q: 3 clusters Score -2014541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -2014541.375000 Penalty: 3447.951660
	Iteration 205F: 3 clusters Score -2014541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Entering Unmasked Estep 
Score: -44688.324219 Penalty: 1107.719604
	Iteration 0F: 2 clusters Score -44688.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43308.871094 Penalty: 2215.439209
	Iteration 0F: 3 clusters Score -43308.87 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -43517.339844 Penalty: 2215.439209
	Iteration 1F: 3 clusters Score -43517.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -43584.710938 Penalty: 2215.439209
	Iteration 2F: 3 clusters Score -43584.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -43614.937500 Penalty: 2215.439209
	Iteration 3Q: 3 clusters Score -43614.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -43634.832031 Penalty: 2215.439209
	Iteration 4Q: 3 clusters Score -43634.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -43651.125000 Penalty: 2215.439209
	Iteration 5Q: 3 clusters Score -43651.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -43663.421875 Penalty: 2215.439209
	Iteration 6Q: 3 clusters Score -43663.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -43680.527344 Penalty: 2215.439209
	Iteration 7Q: 3 clusters Score -43680.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -43692.609375 Penalty: 2215.439209
	Iteration 8Q: 3 clusters Score -43692.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -43703.429688 Penalty: 2215.439209
	Iteration 9Q: 3 clusters Score -43703.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -43707.945312 Penalty: 2215.439209
	Iteration 10Q: 3 clusters Score -43707.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -43711.179688 Penalty: 2215.439209
	Iteration 11Q: 3 clusters Score -43711.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -43712.699219 Penalty: 2215.439209
	Iteration 12Q: 3 clusters Score -43712.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -43713.437500 Penalty: 2215.439209
	Iteration 13Q: 3 clusters Score -43713.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -43713.968750 Penalty: 2215.439209
	Iteration 14Q: 3 clusters Score -43713.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -43713.968750 Penalty: 2215.439209
	Iteration 15F: 3 clusters Score -43713.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -49165.515625 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -49165.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -47569.101562 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -47569.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -47881.511719 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -47881.51 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -48005.042969 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -48005.04 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -48091.261719 Penalty: 2314.406982
	Iteration 3F: 3 clusters Score -48091.26 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -48146.042969 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -48146.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -48170.164062 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -48170.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -48188.566406 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -48188.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -48198.757812 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -48198.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -48206.609375 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -48206.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -48213.605469 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -48213.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -48216.949219 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -48216.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -48219.320312 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -48219.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -48219.683594 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -48219.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -48220.605469 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -48220.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -48221.972656 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -48221.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -48223.023438 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -48223.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -48224.867188 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -48224.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -48224.867188 Penalty: 2314.406982
	Iteration 17F: 3 clusters Score -48224.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Entering Unmasked Estep 
Score: -2388601.000000 Penalty: 1751.394165
	Iteration 0F: 2 clusters Score -2388601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2356590.500000 Penalty: 3502.788330
	Iteration 0F: 3 clusters Score -2356590 nChanged 22346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -2368949.000000 Penalty: 3502.788330
	Iteration 1F: 3 clusters Score -2368949 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -2369440.250000 Penalty: 3502.788330
	Iteration 2Q: 3 clusters Score -2369440 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -2369966.500000 Penalty: 3502.788330
	Iteration 3Q: 3 clusters Score -2369966 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2370583.250000 Penalty: 3502.788330
	Iteration 4Q: 3 clusters Score -2370583 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -2371269.250000 Penalty: 3502.788330
	Iteration 5Q: 3 clusters Score -2371269 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2372124.500000 Penalty: 3502.788330
	Iteration 6Q: 3 clusters Score -2372124 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2373130.000000 Penalty: 3502.788330
	Iteration 7Q: 3 clusters Score -2373130 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2374388.750000 Penalty: 3502.788330
	Iteration 8Q: 3 clusters Score -2374389 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2375977.500000 Penalty: 3502.788330
	Iteration 9F: 3 clusters Score -2375978 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2377954.000000 Penalty: 3502.788330
	Iteration 10F: 3 clusters Score -2377954 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2379749.000000 Penalty: 3502.788330
	Iteration 11F: 3 clusters Score -2379749 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2380843.000000 Penalty: 3502.788330
	Iteration 12Q: 3 clusters Score -2380843 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2381460.750000 Penalty: 3502.788330
	Iteration 13Q: 3 clusters Score -2381461 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2381783.500000 Penalty: 3502.788330
	Iteration 14Q: 3 clusters Score -2381784 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2382026.500000 Penalty: 3502.788330
	Iteration 15Q: 3 clusters Score -2382026 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2382230.750000 Penalty: 3502.788330
	Iteration 16Q: 3 clusters Score -2382231 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2382423.000000 Penalty: 3502.788330
	Iteration 17Q: 3 clusters Score -2382423 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2382638.500000 Penalty: 3502.788330
	Iteration 18Q: 3 clusters Score -2382638 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2382827.500000 Penalty: 3502.788330
	Iteration 19Q: 3 clusters Score -2382828 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2383020.500000 Penalty: 3502.788330
	Iteration 20F: 3 clusters Score -2383020 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2383207.000000 Penalty: 3502.788330
	Iteration 21Q: 3 clusters Score -2383207 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2383381.250000 Penalty: 3502.788330
	Iteration 22Q: 3 clusters Score -2383381 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2383577.000000 Penalty: 3502.788330
	Iteration 23Q: 3 clusters Score -2383577 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2383718.000000 Penalty: 3502.788330
	Iteration 24Q: 3 clusters Score -2383718 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2383861.500000 Penalty: 3502.788330
	Iteration 25Q: 3 clusters Score -2383862 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2384029.750000 Penalty: 3502.788330
	Iteration 26Q: 3 clusters Score -2384030 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2384189.750000 Penalty: 3502.788330
	Iteration 27Q: 3 clusters Score -2384190 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2384346.500000 Penalty: 3502.788330
	Iteration 28Q: 3 clusters Score -2384346 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2384549.750000 Penalty: 3502.788330
	Iteration 29Q: 3 clusters Score -2384550 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2384747.500000 Penalty: 3502.788330
	Iteration 30Q: 3 clusters Score -2384748 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2384942.000000 Penalty: 3502.788330
	Iteration 31Q: 3 clusters Score -2384942 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -2385119.750000 Penalty: 3502.788330
	Iteration 32Q: 3 clusters Score -2385120 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2385291.000000 Penalty: 3502.788330
	Iteration 33Q: 3 clusters Score -2385291 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2385445.250000 Penalty: 3502.788330
	Iteration 34Q: 3 clusters Score -2385445 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2385602.250000 Penalty: 3502.788330
	Iteration 35Q: 3 clusters Score -2385602 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2385748.750000 Penalty: 3502.788330
	Iteration 36Q: 3 clusters Score -2385749 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2385908.250000 Penalty: 3502.788330
	Iteration 37Q: 3 clusters Score -2385908 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2386051.000000 Penalty: 3502.788330
	Iteration 38Q: 3 clusters Score -2386051 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2386177.000000 Penalty: 3502.788330
	Iteration 39Q: 3 clusters Score -2386177 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2386290.500000 Penalty: 3502.788330
	Iteration 40F: 3 clusters Score -2386290 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2386410.000000 Penalty: 3502.788330
	Iteration 41Q: 3 clusters Score -2386410 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2386522.250000 Penalty: 3502.788330
	Iteration 42Q: 3 clusters Score -2386522 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2386615.750000 Penalty: 3502.788330
	Iteration 43Q: 3 clusters Score -2386616 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2386681.000000 Penalty: 3502.788330
	Iteration 44Q: 3 clusters Score -2386681 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2386746.750000 Penalty: 3502.788330
	Iteration 45Q: 3 clusters Score -2386747 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2386809.750000 Penalty: 3502.788330
	Iteration 46Q: 3 clusters Score -2386810 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2386867.500000 Penalty: 3502.788330
	Iteration 47Q: 3 clusters Score -2386868 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2386909.000000 Penalty: 3502.788330
	Iteration 48Q: 3 clusters Score -2386909 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2386954.500000 Penalty: 3502.788330
	Iteration 49Q: 3 clusters Score -2386954 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2386990.000000 Penalty: 3502.788330
	Iteration 50Q: 3 clusters Score -2386990 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2387023.000000 Penalty: 3502.788330
	Iteration 51Q: 3 clusters Score -2387023 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2387046.750000 Penalty: 3502.788330
	Iteration 52Q: 3 clusters Score -2387047 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2387075.250000 Penalty: 3502.788330
	Iteration 53Q: 3 clusters Score -2387075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2387095.750000 Penalty: 3502.788330
	Iteration 54Q: 3 clusters Score -2387096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2387106.750000 Penalty: 3502.788330
	Iteration 55Q: 3 clusters Score -2387107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2387119.750000 Penalty: 3502.788330
	Iteration 56Q: 3 clusters Score -2387120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2387132.500000 Penalty: 3502.788330
	Iteration 57Q: 3 clusters Score -2387132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2387137.750000 Penalty: 3502.788330
	Iteration 58Q: 3 clusters Score -2387138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2387137.000000 Penalty: 3502.788330
	Iteration 59Q: 3 clusters Score -2387137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2387138.750000 Penalty: 3502.788330
	Iteration 60F: 3 clusters Score -2387139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2387146.000000 Penalty: 3502.788330
	Iteration 61Q: 3 clusters Score -2387146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2387151.500000 Penalty: 3502.788330
	Iteration 62Q: 3 clusters Score -2387152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2387151.250000 Penalty: 3502.788330
	Iteration 63Q: 3 clusters Score -2387151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2387154.000000 Penalty: 3502.788330
	Iteration 64Q: 3 clusters Score -2387154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2387155.000000 Penalty: 3502.788330
	Iteration 65Q: 3 clusters Score -2387155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2387156.250000 Penalty: 3502.788330
	Iteration 66Q: 3 clusters Score -2387156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2387159.250000 Penalty: 3502.788330
	Iteration 67Q: 3 clusters Score -2387159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2387158.250000 Penalty: 3502.788330
	Iteration 68Q: 3 clusters Score -2387158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2387155.750000 Penalty: 3502.788330
	Iteration 69Q: 3 clusters Score -2387156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2387160.750000 Penalty: 3502.788330
	Iteration 70Q: 3 clusters Score -2387161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2387160.750000 Penalty: 3502.788330
	Iteration 71Q: 3 clusters Score -2387161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2387163.500000 Penalty: 3502.788330
	Iteration 72Q: 3 clusters Score -2387164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2387161.250000 Penalty: 3502.788330
	Iteration 73Q: 3 clusters Score -2387161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2387164.750000 Penalty: 3502.788330
	Iteration 74Q: 3 clusters Score -2387165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2387163.250000 Penalty: 3502.788330
	Iteration 75Q: 3 clusters Score -2387163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2387162.500000 Penalty: 3502.788330
	Iteration 76Q: 3 clusters Score -2387162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2387162.750000 Penalty: 3502.788330
	Iteration 77Q: 3 clusters Score -2387163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2387160.750000 Penalty: 3502.788330
	Iteration 78Q: 3 clusters Score -2387161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2387165.500000 Penalty: 3502.788330
	Iteration 79Q: 3 clusters Score -2387166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2387165.500000 Penalty: 3502.788330
	Iteration 80F: 3 clusters Score -2387166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Entering Unmasked Estep 
Score: -806794.437500 Penalty: 1582.486206
	Iteration 0F: 2 clusters Score -806794.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -795153.062500 Penalty: 3164.972412
	Iteration 0F: 3 clusters Score -795153.1 nChanged 7637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -799380.812500 Penalty: 3164.972412
	Iteration 1F: 3 clusters Score -799380.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -799796.062500 Penalty: 3164.972412
	Iteration 2F: 3 clusters Score -799796.1 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -800324.437500 Penalty: 3164.972412
	Iteration 3F: 3 clusters Score -800324.4 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -801017.125000 Penalty: 3164.972412
	Iteration 4F: 3 clusters Score -801017.1 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -801841.562500 Penalty: 3164.972412
	Iteration 5F: 3 clusters Score -801841.6 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -802895.750000 Penalty: 3164.972412
	Iteration 6F: 3 clusters Score -802895.8 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -803834.875000 Penalty: 3164.972412
	Iteration 7F: 3 clusters Score -803834.9 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -804481.687500 Penalty: 3164.972412
	Iteration 8Q: 3 clusters Score -804481.7 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -804879.187500 Penalty: 3164.972412
	Iteration 9Q: 3 clusters Score -804879.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -805059.812500 Penalty: 3164.972412
	Iteration 10Q: 3 clusters Score -805059.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -805170.687500 Penalty: 3164.972412
	Iteration 11Q: 3 clusters Score -805170.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -805261.875000 Penalty: 3164.972412
	Iteration 12Q: 3 clusters Score -805261.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -805342.062500 Penalty: 3164.972412
	Iteration 13Q: 3 clusters Score -805342.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -805418.187500 Penalty: 3164.972412
	Iteration 14Q: 3 clusters Score -805418.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -805476.375000 Penalty: 3164.972412
	Iteration 15Q: 3 clusters Score -805476.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -805528.187500 Penalty: 3164.972412
	Iteration 16Q: 3 clusters Score -805528.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -805590.625000 Penalty: 3164.972412
	Iteration 17Q: 3 clusters Score -805590.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -805639.562500 Penalty: 3164.972412
	Iteration 18Q: 3 clusters Score -805639.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -805678.625000 Penalty: 3164.972412
	Iteration 19Q: 3 clusters Score -805678.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -805716.312500 Penalty: 3164.972412
	Iteration 20F: 3 clusters Score -805716.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -805747.187500 Penalty: 3164.972412
	Iteration 21Q: 3 clusters Score -805747.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -805770.375000 Penalty: 3164.972412
	Iteration 22Q: 3 clusters Score -805770.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -805794.562500 Penalty: 3164.972412
	Iteration 23Q: 3 clusters Score -805794.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -805803.500000 Penalty: 3164.972412
	Iteration 24Q: 3 clusters Score -805803.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -805816.875000 Penalty: 3164.972412
	Iteration 25Q: 3 clusters Score -805816.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -805829.437500 Penalty: 3164.972412
	Iteration 26Q: 3 clusters Score -805829.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -805840.062500 Penalty: 3164.972412
	Iteration 27Q: 3 clusters Score -805840.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -805853.750000 Penalty: 3164.972412
	Iteration 28Q: 3 clusters Score -805853.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -805861.937500 Penalty: 3164.972412
	Iteration 29Q: 3 clusters Score -805861.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -805873.312500 Penalty: 3164.972412
	Iteration 30Q: 3 clusters Score -805873.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -805882.250000 Penalty: 3164.972412
	Iteration 31Q: 3 clusters Score -805882.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -805890.437500 Penalty: 3164.972412
	Iteration 32Q: 3 clusters Score -805890.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -805902.187500 Penalty: 3164.972412
	Iteration 33Q: 3 clusters Score -805902.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -805909.062500 Penalty: 3164.972412
	Iteration 34Q: 3 clusters Score -805909.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -805911.812500 Penalty: 3164.972412
	Iteration 35Q: 3 clusters Score -805911.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -805914.875000 Penalty: 3164.972412
	Iteration 36Q: 3 clusters Score -805914.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -805919.625000 Penalty: 3164.972412
	Iteration 37Q: 3 clusters Score -805919.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -805920.437500 Penalty: 3164.972412
	Iteration 38Q: 3 clusters Score -805920.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -805922.812500 Penalty: 3164.972412
	Iteration 39Q: 3 clusters Score -805922.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -805924.687500 Penalty: 3164.972412
	Iteration 40F: 3 clusters Score -805924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -805925.062500 Penalty: 3164.972412
	Iteration 41Q: 3 clusters Score -805925.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -805929.500000 Penalty: 3164.972412
	Iteration 42Q: 3 clusters Score -805929.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -805928.187500 Penalty: 3164.972412
	Iteration 43Q: 3 clusters Score -805928.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -805929.625000 Penalty: 3164.972412
	Iteration 44Q: 3 clusters Score -805929.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -805930.062500 Penalty: 3164.972412
	Iteration 45Q: 3 clusters Score -805930.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -805932.000000 Penalty: 3164.972412
	Iteration 46Q: 3 clusters Score -805932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -805933.812500 Penalty: 3164.972412
	Iteration 47Q: 3 clusters Score -805933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -805933.187500 Penalty: 3164.972412
	Iteration 48Q: 3 clusters Score -805933.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -805932.875000 Penalty: 3164.972412
	Iteration 49Q: 3 clusters Score -805932.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -805932.187500 Penalty: 3164.972412
	Iteration 50Q: 3 clusters Score -805932.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -805933.437500 Penalty: 3164.972412
	Iteration 51Q: 3 clusters Score -805933.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -805936.625000 Penalty: 3164.972412
	Iteration 52Q: 3 clusters Score -805936.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -805935.187500 Penalty: 3164.972412
	Iteration 53Q: 3 clusters Score -805935.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -805935.937500 Penalty: 3164.972412
	Iteration 54Q: 3 clusters Score -805935.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -805939.062500 Penalty: 3164.972412
	Iteration 55Q: 3 clusters Score -805939.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -805940.562500 Penalty: 3164.972412
	Iteration 56Q: 3 clusters Score -805940.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -805944.750000 Penalty: 3164.972412
	Iteration 57Q: 3 clusters Score -805944.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -805945.500000 Penalty: 3164.972412
	Iteration 58Q: 3 clusters Score -805945.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -805948.875000 Penalty: 3164.972412
	Iteration 59Q: 3 clusters Score -805948.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -805953.937500 Penalty: 3164.972412
	Iteration 60F: 3 clusters Score -805953.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -805955.125000 Penalty: 3164.972412
	Iteration 61Q: 3 clusters Score -805955.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -805960.500000 Penalty: 3164.972412
	Iteration 62Q: 3 clusters Score -805960.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -805961.062500 Penalty: 3164.972412
	Iteration 63Q: 3 clusters Score -805961.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -805965.875000 Penalty: 3164.972412
	Iteration 64Q: 3 clusters Score -805965.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -805970.562500 Penalty: 3164.972412
	Iteration 65Q: 3 clusters Score -805970.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -805980.625000 Penalty: 3164.972412
	Iteration 66Q: 3 clusters Score -805980.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -805987.000000 Penalty: 3164.972412
	Iteration 67Q: 3 clusters Score -805987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -805994.062500 Penalty: 3164.972412
	Iteration 68Q: 3 clusters Score -805994.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -806007.812500 Penalty: 3164.972412
	Iteration 69Q: 3 clusters Score -806007.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -806030.687500 Penalty: 3164.972412
	Iteration 70Q: 3 clusters Score -806030.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -806044.812500 Penalty: 3164.972412
	Iteration 71Q: 3 clusters Score -806044.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -806060.312500 Penalty: 3164.972412
	Iteration 72Q: 3 clusters Score -806060.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -806076.625000 Penalty: 3164.972412
	Iteration 73Q: 3 clusters Score -806076.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -806086.875000 Penalty: 3164.972412
	Iteration 74Q: 3 clusters Score -806086.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -806091.687500 Penalty: 3164.972412
	Iteration 75Q: 3 clusters Score -806091.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -806103.062500 Penalty: 3164.972412
	Iteration 76Q: 3 clusters Score -806103.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -806111.812500 Penalty: 3164.972412
	Iteration 77Q: 3 clusters Score -806111.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -806122.812500 Penalty: 3164.972412
	Iteration 78Q: 3 clusters Score -806122.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -806140.437500 Penalty: 3164.972412
	Iteration 79Q: 3 clusters Score -806140.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -806155.062500 Penalty: 3164.972412
	Iteration 80F: 3 clusters Score -806155.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -806163.250000 Penalty: 3164.972412
	Iteration 81Q: 3 clusters Score -806163.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -806170.000000 Penalty: 3164.972412
	Iteration 82Q: 3 clusters Score -806170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -806179.312500 Penalty: 3164.972412
	Iteration 83Q: 3 clusters Score -806179.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -806183.000000 Penalty: 3164.972412
	Iteration 84Q: 3 clusters Score -806183 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -806185.625000 Penalty: 3164.972412
	Iteration 85Q: 3 clusters Score -806185.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -806193.562500 Penalty: 3164.972412
	Iteration 86Q: 3 clusters Score -806193.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -806199.500000 Penalty: 3164.972412
	Iteration 87Q: 3 clusters Score -806199.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -806200.687500 Penalty: 3164.972412
	Iteration 88Q: 3 clusters Score -806200.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -806211.687500 Penalty: 3164.972412
	Iteration 89Q: 3 clusters Score -806211.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -806220.625000 Penalty: 3164.972412
	Iteration 90Q: 3 clusters Score -806220.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -806228.812500 Penalty: 3164.972412
	Iteration 91Q: 3 clusters Score -806228.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -806232.687500 Penalty: 3164.972412
	Iteration 92Q: 3 clusters Score -806232.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -806239.750000 Penalty: 3164.972412
	Iteration 93Q: 3 clusters Score -806239.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -806246.937500 Penalty: 3164.972412
	Iteration 94Q: 3 clusters Score -806246.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -806255.062500 Penalty: 3164.972412
	Iteration 95Q: 3 clusters Score -806255.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -806258.375000 Penalty: 3164.972412
	Iteration 96Q: 3 clusters Score -806258.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -806260.125000 Penalty: 3164.972412
	Iteration 97Q: 3 clusters Score -806260.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -806260.125000 Penalty: 3164.972412
	Iteration 98Q: 3 clusters Score -806260.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -806264.750000 Penalty: 3164.972412
	Iteration 99Q: 3 clusters Score -806264.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -806263.000000 Penalty: 3164.972412
	Iteration 100F: 3 clusters Score -806263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -806265.500000 Penalty: 3164.972412
	Iteration 101Q: 3 clusters Score -806265.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -806264.125000 Penalty: 3164.972412
	Iteration 102Q: 3 clusters Score -806264.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -806263.437500 Penalty: 3164.972412
	Iteration 103Q: 3 clusters Score -806263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -806266.125000 Penalty: 3164.972412
	Iteration 104Q: 3 clusters Score -806266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -806267.875000 Penalty: 3164.972412
	Iteration 105Q: 3 clusters Score -806267.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -806267.062500 Penalty: 3164.972412
	Iteration 106Q: 3 clusters Score -806267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -806267.125000 Penalty: 3164.972412
	Iteration 107Q: 3 clusters Score -806267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -806267.000000 Penalty: 3164.972412
	Iteration 108Q: 3 clusters Score -806267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -806268.812500 Penalty: 3164.972412
	Iteration 109Q: 3 clusters Score -806268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -806269.250000 Penalty: 3164.972412
	Iteration 110Q: 3 clusters Score -806269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -806269.562500 Penalty: 3164.972412
	Iteration 111Q: 3 clusters Score -806269.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -806273.125000 Penalty: 3164.972412
	Iteration 112Q: 3 clusters Score -806273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -806272.562500 Penalty: 3164.972412
	Iteration 113Q: 3 clusters Score -806272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -806272.625000 Penalty: 3164.972412
	Iteration 114Q: 3 clusters Score -806272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -806273.625000 Penalty: 3164.972412
	Iteration 115Q: 3 clusters Score -806273.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -806273.000000 Penalty: 3164.972412
	Iteration 116Q: 3 clusters Score -806273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -806273.437500 Penalty: 3164.972412
	Iteration 117Q: 3 clusters Score -806273.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -806273.250000 Penalty: 3164.972412
	Iteration 118Q: 3 clusters Score -806273.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -806272.687500 Penalty: 3164.972412
	Iteration 119Q: 3 clusters Score -806272.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -806272.812500 Penalty: 3164.972412
	Iteration 120F: 3 clusters Score -806272.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -181034.921875 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -181034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -177880.375000 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -177880.4 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -178673.156250 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -178673.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -178824.109375 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -178824.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -178905.890625 Penalty: 2662.315430
	Iteration 3Q: 3 clusters Score -178905.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -178959.703125 Penalty: 2662.315430
	Iteration 4Q: 3 clusters Score -178959.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -179001.093750 Penalty: 2662.315430
	Iteration 5Q: 3 clusters Score -179001.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -179040.500000 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -179040.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -179074.546875 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -179074.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -179104.093750 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -179104.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -179122.609375 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -179122.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -179136.984375 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -179137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -179150.484375 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -179150.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -179163.234375 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -179163.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -179174.484375 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -179174.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -179189.156250 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -179189.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -179213.218750 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -179213.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -179237.796875 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -179237.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -179265.265625 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -179265.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -179296.000000 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -179296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -179328.875000 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -179328.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -179368.265625 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -179368.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -179401.000000 Penalty: 2662.315430
	Iteration 21Q: 3 clusters Score -179401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -179433.187500 Penalty: 2662.315430
	Iteration 22Q: 3 clusters Score -179433.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -179466.640625 Penalty: 2662.315430
	Iteration 23Q: 3 clusters Score -179466.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -179499.656250 Penalty: 2662.315430
	Iteration 24Q: 3 clusters Score -179499.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -179539.218750 Penalty: 2662.315430
	Iteration 25Q: 3 clusters Score -179539.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -179575.750000 Penalty: 2662.315430
	Iteration 26Q: 3 clusters Score -179575.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -179603.031250 Penalty: 2662.315430
	Iteration 27Q: 3 clusters Score -179603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -179626.296875 Penalty: 2662.315430
	Iteration 28Q: 3 clusters Score -179626.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -179648.890625 Penalty: 2662.315430
	Iteration 29Q: 3 clusters Score -179648.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -179680.406250 Penalty: 2662.315430
	Iteration 30Q: 3 clusters Score -179680.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -179711.750000 Penalty: 2662.315430
	Iteration 31Q: 3 clusters Score -179711.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -179728.500000 Penalty: 2662.315430
	Iteration 32Q: 3 clusters Score -179728.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -179745.937500 Penalty: 2662.315430
	Iteration 33Q: 3 clusters Score -179745.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -179758.515625 Penalty: 2662.315430
	Iteration 34Q: 3 clusters Score -179758.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -179771.078125 Penalty: 2662.315430
	Iteration 35Q: 3 clusters Score -179771.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -179788.171875 Penalty: 2662.315430
	Iteration 36Q: 3 clusters Score -179788.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -179800.046875 Penalty: 2662.315430
	Iteration 37Q: 3 clusters Score -179800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -179808.515625 Penalty: 2662.315430
	Iteration 38Q: 3 clusters Score -179808.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -179820.078125 Penalty: 2662.315430
	Iteration 39Q: 3 clusters Score -179820.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -179824.906250 Penalty: 2662.315430
	Iteration 40F: 3 clusters Score -179824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -179828.140625 Penalty: 2662.315430
	Iteration 41Q: 3 clusters Score -179828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -179832.437500 Penalty: 2662.315430
	Iteration 42Q: 3 clusters Score -179832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -179835.953125 Penalty: 2662.315430
	Iteration 43Q: 3 clusters Score -179836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -179838.375000 Penalty: 2662.315430
	Iteration 44Q: 3 clusters Score -179838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -179842.171875 Penalty: 2662.315430
	Iteration 45Q: 3 clusters Score -179842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -179847.875000 Penalty: 2662.315430
	Iteration 46Q: 3 clusters Score -179847.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -179855.609375 Penalty: 2662.315430
	Iteration 47Q: 3 clusters Score -179855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -179857.062500 Penalty: 2662.315430
	Iteration 48Q: 3 clusters Score -179857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -179858.828125 Penalty: 2662.315430
	Iteration 49Q: 3 clusters Score -179858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -179861.156250 Penalty: 2662.315430
	Iteration 50Q: 3 clusters Score -179861.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -179862.828125 Penalty: 2662.315430
	Iteration 51Q: 3 clusters Score -179862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -179864.875000 Penalty: 2662.315430
	Iteration 52Q: 3 clusters Score -179864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -179867.015625 Penalty: 2662.315430
	Iteration 53Q: 3 clusters Score -179867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -179869.093750 Penalty: 2662.315430
	Iteration 54Q: 3 clusters Score -179869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -179869.718750 Penalty: 2662.315430
	Iteration 55Q: 3 clusters Score -179869.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -179869.718750 Penalty: 2662.315430
	Iteration 56F: 3 clusters Score -179869.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Entering Unmasked Estep 
Score: -666604.250000 Penalty: 1538.349121
	Iteration 0F: 2 clusters Score -666604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -657532.312500 Penalty: 3076.698242
	Iteration 0F: 3 clusters Score -657532.3 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -660749.562500 Penalty: 3076.698242
	Iteration 1F: 3 clusters Score -660749.6 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -661249.562500 Penalty: 3076.698242
	Iteration 2F: 3 clusters Score -661249.6 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -661800.250000 Penalty: 3076.698242
	Iteration 3F: 3 clusters Score -661800.2 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -662488.250000 Penalty: 3076.698242
	Iteration 4F: 3 clusters Score -662488.2 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -663248.937500 Penalty: 3076.698242
	Iteration 5F: 3 clusters Score -663248.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -663921.625000 Penalty: 3076.698242
	Iteration 6F: 3 clusters Score -663921.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -664432.125000 Penalty: 3076.698242
	Iteration 7Q: 3 clusters Score -664432.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -664748.250000 Penalty: 3076.698242
	Iteration 8Q: 3 clusters Score -664748.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -664910.125000 Penalty: 3076.698242
	Iteration 9Q: 3 clusters Score -664910.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -665005.250000 Penalty: 3076.698242
	Iteration 10Q: 3 clusters Score -665005.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -665056.375000 Penalty: 3076.698242
	Iteration 11Q: 3 clusters Score -665056.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -665103.312500 Penalty: 3076.698242
	Iteration 12Q: 3 clusters Score -665103.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -665144.375000 Penalty: 3076.698242
	Iteration 13Q: 3 clusters Score -665144.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -665173.187500 Penalty: 3076.698242
	Iteration 14Q: 3 clusters Score -665173.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -665195.562500 Penalty: 3076.698242
	Iteration 15Q: 3 clusters Score -665195.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -665210.437500 Penalty: 3076.698242
	Iteration 16Q: 3 clusters Score -665210.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -665223.312500 Penalty: 3076.698242
	Iteration 17Q: 3 clusters Score -665223.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -665237.687500 Penalty: 3076.698242
	Iteration 18Q: 3 clusters Score -665237.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -665251.312500 Penalty: 3076.698242
	Iteration 19Q: 3 clusters Score -665251.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -665259.125000 Penalty: 3076.698242
	Iteration 20F: 3 clusters Score -665259.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -665266.687500 Penalty: 3076.698242
	Iteration 21Q: 3 clusters Score -665266.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -665279.437500 Penalty: 3076.698242
	Iteration 22Q: 3 clusters Score -665279.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -665286.625000 Penalty: 3076.698242
	Iteration 23Q: 3 clusters Score -665286.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -665291.125000 Penalty: 3076.698242
	Iteration 24Q: 3 clusters Score -665291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -665292.375000 Penalty: 3076.698242
	Iteration 25Q: 3 clusters Score -665292.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -665295.000000 Penalty: 3076.698242
	Iteration 26Q: 3 clusters Score -665295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -665298.250000 Penalty: 3076.698242
	Iteration 27Q: 3 clusters Score -665298.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -665300.937500 Penalty: 3076.698242
	Iteration 28Q: 3 clusters Score -665300.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -665301.062500 Penalty: 3076.698242
	Iteration 29Q: 3 clusters Score -665301.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -665303.312500 Penalty: 3076.698242
	Iteration 30Q: 3 clusters Score -665303.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -665304.250000 Penalty: 3076.698242
	Iteration 31Q: 3 clusters Score -665304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -665307.062500 Penalty: 3076.698242
	Iteration 32Q: 3 clusters Score -665307.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -665308.125000 Penalty: 3076.698242
	Iteration 33Q: 3 clusters Score -665308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -665307.875000 Penalty: 3076.698242
	Iteration 34Q: 3 clusters Score -665307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -665307.875000 Penalty: 3076.698242
	Iteration 35F: 3 clusters Score -665307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Entering Unmasked Estep 
Score: -390297.156250 Penalty: 1467.805298
	Iteration 0F: 2 clusters Score -390297.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -384211.281250 Penalty: 2935.610596
	Iteration 0F: 3 clusters Score -384211.3 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -386046.312500 Penalty: 2935.610596
	Iteration 1F: 3 clusters Score -386046.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -386299.250000 Penalty: 2935.610596
	Iteration 2F: 3 clusters Score -386299.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -386509.187500 Penalty: 2935.610596
	Iteration 3F: 3 clusters Score -386509.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -386725.875000 Penalty: 2935.610596
	Iteration 4Q: 3 clusters Score -386725.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -386953.656250 Penalty: 2935.610596
	Iteration 5Q: 3 clusters Score -386953.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -387201.812500 Penalty: 2935.610596
	Iteration 6Q: 3 clusters Score -387201.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -387482.312500 Penalty: 2935.610596
	Iteration 7F: 3 clusters Score -387482.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -387788.781250 Penalty: 2935.610596
	Iteration 8Q: 3 clusters Score -387788.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -388129.468750 Penalty: 2935.610596
	Iteration 9Q: 3 clusters Score -388129.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -388420.968750 Penalty: 2935.610596
	Iteration 10Q: 3 clusters Score -388421 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -388648.187500 Penalty: 2935.610596
	Iteration 11Q: 3 clusters Score -388648.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -388795.968750 Penalty: 2935.610596
	Iteration 12Q: 3 clusters Score -388796 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -388916.062500 Penalty: 2935.610596
	Iteration 13Q: 3 clusters Score -388916.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -388986.281250 Penalty: 2935.610596
	Iteration 14Q: 3 clusters Score -388986.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -389036.062500 Penalty: 2935.610596
	Iteration 15Q: 3 clusters Score -389036.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -389072.718750 Penalty: 2935.610596
	Iteration 16Q: 3 clusters Score -389072.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -389098.125000 Penalty: 2935.610596
	Iteration 17Q: 3 clusters Score -389098.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -389113.125000 Penalty: 2935.610596
	Iteration 18Q: 3 clusters Score -389113.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -389125.625000 Penalty: 2935.610596
	Iteration 19Q: 3 clusters Score -389125.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -389129.125000 Penalty: 2935.610596
	Iteration 20F: 3 clusters Score -389129.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -389136.906250 Penalty: 2935.610596
	Iteration 21Q: 3 clusters Score -389136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -389142.968750 Penalty: 2935.610596
	Iteration 22Q: 3 clusters Score -389143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -389147.000000 Penalty: 2935.610596
	Iteration 23Q: 3 clusters Score -389147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -389149.937500 Penalty: 2935.610596
	Iteration 24Q: 3 clusters Score -389149.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -389153.093750 Penalty: 2935.610596
	Iteration 25Q: 3 clusters Score -389153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -389155.812500 Penalty: 2935.610596
	Iteration 26Q: 3 clusters Score -389155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -389157.906250 Penalty: 2935.610596
	Iteration 27Q: 3 clusters Score -389157.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -389162.250000 Penalty: 2935.610596
	Iteration 28Q: 3 clusters Score -389162.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -389166.562500 Penalty: 2935.610596
	Iteration 29Q: 3 clusters Score -389166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -389168.843750 Penalty: 2935.610596
	Iteration 30Q: 3 clusters Score -389168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -389173.968750 Penalty: 2935.610596
	Iteration 31Q: 3 clusters Score -389174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -389175.968750 Penalty: 2935.610596
	Iteration 32Q: 3 clusters Score -389176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -389175.968750 Penalty: 2935.610596
	Iteration 33F: 3 clusters Score -389176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Entering Unmasked Estep 
Score: -1373182.125000 Penalty: 1657.770386
	Iteration 0F: 2 clusters Score -1373182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1354888.750000 Penalty: 3315.540771
	Iteration 0F: 3 clusters Score -1354889 nChanged 12459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1362352.625000 Penalty: 3315.540771
	Iteration 1F: 3 clusters Score -1362353 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1363132.250000 Penalty: 3315.540771
	Iteration 2F: 3 clusters Score -1363132 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1364111.875000 Penalty: 3315.540771
	Iteration 3F: 3 clusters Score -1364112 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1365398.625000 Penalty: 3315.540771
	Iteration 4F: 3 clusters Score -1365399 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1367043.250000 Penalty: 3315.540771
	Iteration 5F: 3 clusters Score -1367043 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1368773.750000 Penalty: 3315.540771
	Iteration 6F: 3 clusters Score -1368774 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1370031.750000 Penalty: 3315.540771
	Iteration 7F: 3 clusters Score -1370032 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1370641.125000 Penalty: 3315.540771
	Iteration 8Q: 3 clusters Score -1370641 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1370869.125000 Penalty: 3315.540771
	Iteration 9Q: 3 clusters Score -1370869 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1370978.750000 Penalty: 3315.540771
	Iteration 10Q: 3 clusters Score -1370979 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1371054.875000 Penalty: 3315.540771
	Iteration 11Q: 3 clusters Score -1371055 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1371112.500000 Penalty: 3315.540771
	Iteration 12Q: 3 clusters Score -1371112 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1371160.375000 Penalty: 3315.540771
	Iteration 13Q: 3 clusters Score -1371160 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1371208.125000 Penalty: 3315.540771
	Iteration 14Q: 3 clusters Score -1371208 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1371265.125000 Penalty: 3315.540771
	Iteration 15Q: 3 clusters Score -1371265 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1371299.375000 Penalty: 3315.540771
	Iteration 16Q: 3 clusters Score -1371299 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1371344.125000 Penalty: 3315.540771
	Iteration 17Q: 3 clusters Score -1371344 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1371370.625000 Penalty: 3315.540771
	Iteration 18Q: 3 clusters Score -1371371 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1371396.750000 Penalty: 3315.540771
	Iteration 19Q: 3 clusters Score -1371397 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1371421.500000 Penalty: 3315.540771
	Iteration 20F: 3 clusters Score -1371422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1371447.125000 Penalty: 3315.540771
	Iteration 21Q: 3 clusters Score -1371447 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1371466.500000 Penalty: 3315.540771
	Iteration 22Q: 3 clusters Score -1371466 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1371494.250000 Penalty: 3315.540771
	Iteration 23Q: 3 clusters Score -1371494 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1371515.375000 Penalty: 3315.540771
	Iteration 24Q: 3 clusters Score -1371515 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1371532.125000 Penalty: 3315.540771
	Iteration 25Q: 3 clusters Score -1371532 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1371556.000000 Penalty: 3315.540771
	Iteration 26Q: 3 clusters Score -1371556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1371581.250000 Penalty: 3315.540771
	Iteration 27Q: 3 clusters Score -1371581 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1371595.750000 Penalty: 3315.540771
	Iteration 28Q: 3 clusters Score -1371596 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1371620.375000 Penalty: 3315.540771
	Iteration 29Q: 3 clusters Score -1371620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1371637.625000 Penalty: 3315.540771
	Iteration 30Q: 3 clusters Score -1371638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1371650.625000 Penalty: 3315.540771
	Iteration 31Q: 3 clusters Score -1371651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1371653.875000 Penalty: 3315.540771
	Iteration 32Q: 3 clusters Score -1371654 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1371669.000000 Penalty: 3315.540771
	Iteration 33Q: 3 clusters Score -1371669 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1371671.250000 Penalty: 3315.540771
	Iteration 34Q: 3 clusters Score -1371671 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1371674.750000 Penalty: 3315.540771
	Iteration 35Q: 3 clusters Score -1371675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1371685.750000 Penalty: 3315.540771
	Iteration 36Q: 3 clusters Score -1371686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1371694.750000 Penalty: 3315.540771
	Iteration 37Q: 3 clusters Score -1371695 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1371702.750000 Penalty: 3315.540771
	Iteration 38Q: 3 clusters Score -1371703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1371710.250000 Penalty: 3315.540771
	Iteration 39Q: 3 clusters Score -1371710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1371713.750000 Penalty: 3315.540771
	Iteration 40F: 3 clusters Score -1371714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1371723.625000 Penalty: 3315.540771
	Iteration 41Q: 3 clusters Score -1371724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1371722.625000 Penalty: 3315.540771
	Iteration 42Q: 3 clusters Score -1371723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1371726.875000 Penalty: 3315.540771
	Iteration 43Q: 3 clusters Score -1371727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1371734.625000 Penalty: 3315.540771
	Iteration 44Q: 3 clusters Score -1371735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1371739.000000 Penalty: 3315.540771
	Iteration 45Q: 3 clusters Score -1371739 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1371747.875000 Penalty: 3315.540771
	Iteration 46Q: 3 clusters Score -1371748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1371757.375000 Penalty: 3315.540771
	Iteration 47Q: 3 clusters Score -1371757 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1371766.125000 Penalty: 3315.540771
	Iteration 48Q: 3 clusters Score -1371766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1371773.750000 Penalty: 3315.540771
	Iteration 49Q: 3 clusters Score -1371774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1371774.500000 Penalty: 3315.540771
	Iteration 50Q: 3 clusters Score -1371774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1371782.875000 Penalty: 3315.540771
	Iteration 51Q: 3 clusters Score -1371783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1371792.000000 Penalty: 3315.540771
	Iteration 52Q: 3 clusters Score -1371792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1371791.000000 Penalty: 3315.540771
	Iteration 53Q: 3 clusters Score -1371791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1371795.000000 Penalty: 3315.540771
	Iteration 54Q: 3 clusters Score -1371795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1371800.375000 Penalty: 3315.540771
	Iteration 55Q: 3 clusters Score -1371800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1371800.625000 Penalty: 3315.540771
	Iteration 56Q: 3 clusters Score -1371801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1371808.000000 Penalty: 3315.540771
	Iteration 57Q: 3 clusters Score -1371808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1371810.125000 Penalty: 3315.540771
	Iteration 58Q: 3 clusters Score -1371810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1371816.625000 Penalty: 3315.540771
	Iteration 59Q: 3 clusters Score -1371817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1371823.125000 Penalty: 3315.540771
	Iteration 60F: 3 clusters Score -1371823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1371826.750000 Penalty: 3315.540771
	Iteration 61Q: 3 clusters Score -1371827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1371829.125000 Penalty: 3315.540771
	Iteration 62Q: 3 clusters Score -1371829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1371838.750000 Penalty: 3315.540771
	Iteration 63Q: 3 clusters Score -1371839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1371843.000000 Penalty: 3315.540771
	Iteration 64Q: 3 clusters Score -1371843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1371843.500000 Penalty: 3315.540771
	Iteration 65Q: 3 clusters Score -1371844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1371845.000000 Penalty: 3315.540771
	Iteration 66Q: 3 clusters Score -1371845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1371850.500000 Penalty: 3315.540771
	Iteration 67Q: 3 clusters Score -1371850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1371852.625000 Penalty: 3315.540771
	Iteration 68Q: 3 clusters Score -1371853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1371854.750000 Penalty: 3315.540771
	Iteration 69Q: 3 clusters Score -1371855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1371859.500000 Penalty: 3315.540771
	Iteration 70Q: 3 clusters Score -1371860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1371861.750000 Penalty: 3315.540771
	Iteration 71Q: 3 clusters Score -1371862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1371865.000000 Penalty: 3315.540771
	Iteration 72Q: 3 clusters Score -1371865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1371867.750000 Penalty: 3315.540771
	Iteration 73Q: 3 clusters Score -1371868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1371870.500000 Penalty: 3315.540771
	Iteration 74Q: 3 clusters Score -1371870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1371869.375000 Penalty: 3315.540771
	Iteration 75Q: 3 clusters Score -1371869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1371879.875000 Penalty: 3315.540771
	Iteration 76Q: 3 clusters Score -1371880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1371885.625000 Penalty: 3315.540771
	Iteration 77Q: 3 clusters Score -1371886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1371888.250000 Penalty: 3315.540771
	Iteration 78Q: 3 clusters Score -1371888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1371890.750000 Penalty: 3315.540771
	Iteration 79Q: 3 clusters Score -1371891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1371899.000000 Penalty: 3315.540771
	Iteration 80F: 3 clusters Score -1371899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1371901.500000 Penalty: 3315.540771
	Iteration 81Q: 3 clusters Score -1371902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1371906.500000 Penalty: 3315.540771
	Iteration 82Q: 3 clusters Score -1371906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1371908.875000 Penalty: 3315.540771
	Iteration 83Q: 3 clusters Score -1371909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1371917.125000 Penalty: 3315.540771
	Iteration 84Q: 3 clusters Score -1371917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1371926.250000 Penalty: 3315.540771
	Iteration 85Q: 3 clusters Score -1371926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1371927.625000 Penalty: 3315.540771
	Iteration 86Q: 3 clusters Score -1371928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1371929.875000 Penalty: 3315.540771
	Iteration 87Q: 3 clusters Score -1371930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1371932.125000 Penalty: 3315.540771
	Iteration 88Q: 3 clusters Score -1371932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1371933.750000 Penalty: 3315.540771
	Iteration 89Q: 3 clusters Score -1371934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1371935.750000 Penalty: 3315.540771
	Iteration 90Q: 3 clusters Score -1371936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1371940.625000 Penalty: 3315.540771
	Iteration 91Q: 3 clusters Score -1371941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1371941.250000 Penalty: 3315.540771
	Iteration 92Q: 3 clusters Score -1371941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1371944.000000 Penalty: 3315.540771
	Iteration 93Q: 3 clusters Score -1371944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1371941.875000 Penalty: 3315.540771
	Iteration 94Q: 3 clusters Score -1371942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1371942.500000 Penalty: 3315.540771
	Iteration 95Q: 3 clusters Score -1371942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1371942.375000 Penalty: 3315.540771
	Iteration 96Q: 3 clusters Score -1371942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1371944.625000 Penalty: 3315.540771
	Iteration 97Q: 3 clusters Score -1371945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1371946.000000 Penalty: 3315.540771
	Iteration 98Q: 3 clusters Score -1371946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1371948.625000 Penalty: 3315.540771
	Iteration 99Q: 3 clusters Score -1371949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1371951.375000 Penalty: 3315.540771
	Iteration 100F: 3 clusters Score -1371951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1371950.750000 Penalty: 3315.540771
	Iteration 101Q: 3 clusters Score -1371951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1371947.750000 Penalty: 3315.540771
	Iteration 102Q: 3 clusters Score -1371948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1371951.500000 Penalty: 3315.540771
	Iteration 103Q: 3 clusters Score -1371952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1371952.625000 Penalty: 3315.540771
	Iteration 104Q: 3 clusters Score -1371953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1371952.375000 Penalty: 3315.540771
	Iteration 105Q: 3 clusters Score -1371952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1371953.750000 Penalty: 3315.540771
	Iteration 106Q: 3 clusters Score -1371954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1371952.125000 Penalty: 3315.540771
	Iteration 107Q: 3 clusters Score -1371952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1371954.000000 Penalty: 3315.540771
	Iteration 108Q: 3 clusters Score -1371954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1371956.875000 Penalty: 3315.540771
	Iteration 109Q: 3 clusters Score -1371957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1371958.000000 Penalty: 3315.540771
	Iteration 110Q: 3 clusters Score -1371958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1371958.000000 Penalty: 3315.540771
	Iteration 111F: 3 clusters Score -1371958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -187488.171875 Penalty: 1366.343994
	Iteration 0F: 2 clusters Score -187488.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -183883.031250 Penalty: 2732.687988
	Iteration 0F: 3 clusters Score -183883 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -184804.906250 Penalty: 2732.687988
	Iteration 1F: 3 clusters Score -184804.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -184981.031250 Penalty: 2732.687988
	Iteration 2F: 3 clusters Score -184981 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -185098.671875 Penalty: 2732.687988
	Iteration 3F: 3 clusters Score -185098.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -185192.109375 Penalty: 2732.687988
	Iteration 4Q: 3 clusters Score -185192.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -185267.500000 Penalty: 2732.687988
	Iteration 5Q: 3 clusters Score -185267.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -185352.531250 Penalty: 2732.687988
	Iteration 6Q: 3 clusters Score -185352.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -185454.453125 Penalty: 2732.687988
	Iteration 7Q: 3 clusters Score -185454.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -185570.187500 Penalty: 2732.687988
	Iteration 8Q: 3 clusters Score -185570.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -185664.359375 Penalty: 2732.687988
	Iteration 9Q: 3 clusters Score -185664.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -185746.593750 Penalty: 2732.687988
	Iteration 10Q: 3 clusters Score -185746.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -185815.562500 Penalty: 2732.687988
	Iteration 11Q: 3 clusters Score -185815.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -185884.671875 Penalty: 2732.687988
	Iteration 12Q: 3 clusters Score -185884.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -185933.296875 Penalty: 2732.687988
	Iteration 13Q: 3 clusters Score -185933.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -185976.656250 Penalty: 2732.687988
	Iteration 14Q: 3 clusters Score -185976.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -186012.781250 Penalty: 2732.687988
	Iteration 15Q: 3 clusters Score -186012.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -186041.125000 Penalty: 2732.687988
	Iteration 16Q: 3 clusters Score -186041.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -186072.953125 Penalty: 2732.687988
	Iteration 17Q: 3 clusters Score -186073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -186102.187500 Penalty: 2732.687988
	Iteration 18Q: 3 clusters Score -186102.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -186129.687500 Penalty: 2732.687988
	Iteration 19Q: 3 clusters Score -186129.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -186155.843750 Penalty: 2732.687988
	Iteration 20F: 3 clusters Score -186155.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -186180.453125 Penalty: 2732.687988
	Iteration 21Q: 3 clusters Score -186180.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -186202.500000 Penalty: 2732.687988
	Iteration 22Q: 3 clusters Score -186202.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -186221.000000 Penalty: 2732.687988
	Iteration 23Q: 3 clusters Score -186221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -186234.234375 Penalty: 2732.687988
	Iteration 24Q: 3 clusters Score -186234.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -186249.765625 Penalty: 2732.687988
	Iteration 25Q: 3 clusters Score -186249.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -186261.171875 Penalty: 2732.687988
	Iteration 26Q: 3 clusters Score -186261.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -186276.500000 Penalty: 2732.687988
	Iteration 27Q: 3 clusters Score -186276.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -186290.578125 Penalty: 2732.687988
	Iteration 28Q: 3 clusters Score -186290.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -186298.453125 Penalty: 2732.687988
	Iteration 29Q: 3 clusters Score -186298.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -186304.859375 Penalty: 2732.687988
	Iteration 30Q: 3 clusters Score -186304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -186306.890625 Penalty: 2732.687988
	Iteration 31Q: 3 clusters Score -186306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -186311.421875 Penalty: 2732.687988
	Iteration 32Q: 3 clusters Score -186311.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -186313.250000 Penalty: 2732.687988
	Iteration 33Q: 3 clusters Score -186313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -186314.890625 Penalty: 2732.687988
	Iteration 34Q: 3 clusters Score -186314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -186316.265625 Penalty: 2732.687988
	Iteration 35Q: 3 clusters Score -186316.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -186320.875000 Penalty: 2732.687988
	Iteration 36Q: 3 clusters Score -186320.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -186325.234375 Penalty: 2732.687988
	Iteration 37Q: 3 clusters Score -186325.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -186330.468750 Penalty: 2732.687988
	Iteration 38Q: 3 clusters Score -186330.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -186333.468750 Penalty: 2732.687988
	Iteration 39Q: 3 clusters Score -186333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -186338.031250 Penalty: 2732.687988
	Iteration 40F: 3 clusters Score -186338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -186339.890625 Penalty: 2732.687988
	Iteration 41Q: 3 clusters Score -186339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -186342.328125 Penalty: 2732.687988
	Iteration 42Q: 3 clusters Score -186342.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -186343.390625 Penalty: 2732.687988
	Iteration 43Q: 3 clusters Score -186343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -186344.906250 Penalty: 2732.687988
	Iteration 44Q: 3 clusters Score -186344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -186346.750000 Penalty: 2732.687988
	Iteration 45Q: 3 clusters Score -186346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -186347.406250 Penalty: 2732.687988
	Iteration 46Q: 3 clusters Score -186347.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -186348.234375 Penalty: 2732.687988
	Iteration 47Q: 3 clusters Score -186348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -186350.390625 Penalty: 2732.687988
	Iteration 48Q: 3 clusters Score -186350.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -186355.078125 Penalty: 2732.687988
	Iteration 49Q: 3 clusters Score -186355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -186358.609375 Penalty: 2732.687988
	Iteration 50Q: 3 clusters Score -186358.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -186362.359375 Penalty: 2732.687988
	Iteration 51Q: 3 clusters Score -186362.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -186365.968750 Penalty: 2732.687988
	Iteration 52Q: 3 clusters Score -186366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -186371.484375 Penalty: 2732.687988
	Iteration 53Q: 3 clusters Score -186371.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -186374.734375 Penalty: 2732.687988
	Iteration 54Q: 3 clusters Score -186374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -186376.953125 Penalty: 2732.687988
	Iteration 55Q: 3 clusters Score -186377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -186377.421875 Penalty: 2732.687988
	Iteration 56Q: 3 clusters Score -186377.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -186377.421875 Penalty: 2732.687988
	Iteration 57F: 3 clusters Score -186377.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -278432.125000 Penalty: 1412.283936
	Iteration 0F: 2 clusters Score -278432.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -273879.843750 Penalty: 2824.567871
	Iteration 0F: 3 clusters Score -273879.8 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -275624.843750 Penalty: 2824.567871
	Iteration 1F: 3 clusters Score -275624.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -276081.968750 Penalty: 2824.567871
	Iteration 2F: 3 clusters Score -276082 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -276468.187500 Penalty: 2824.567871
	Iteration 3F: 3 clusters Score -276468.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -276775.562500 Penalty: 2824.567871
	Iteration 4F: 3 clusters Score -276775.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -276998.500000 Penalty: 2824.567871
	Iteration 5F: 3 clusters Score -276998.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -277170.968750 Penalty: 2824.567871
	Iteration 6Q: 3 clusters Score -277171 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -277282.031250 Penalty: 2824.567871
	Iteration 7Q: 3 clusters Score -277282 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -277355.562500 Penalty: 2824.567871
	Iteration 8Q: 3 clusters Score -277355.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -277410.312500 Penalty: 2824.567871
	Iteration 9Q: 3 clusters Score -277410.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -277471.125000 Penalty: 2824.567871
	Iteration 10Q: 3 clusters Score -277471.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -277521.125000 Penalty: 2824.567871
	Iteration 11Q: 3 clusters Score -277521.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -277570.750000 Penalty: 2824.567871
	Iteration 12Q: 3 clusters Score -277570.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -277614.031250 Penalty: 2824.567871
	Iteration 13Q: 3 clusters Score -277614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -277649.312500 Penalty: 2824.567871
	Iteration 14Q: 3 clusters Score -277649.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -277682.343750 Penalty: 2824.567871
	Iteration 15Q: 3 clusters Score -277682.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -277717.656250 Penalty: 2824.567871
	Iteration 16Q: 3 clusters Score -277717.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -277740.375000 Penalty: 2824.567871
	Iteration 17Q: 3 clusters Score -277740.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -277759.156250 Penalty: 2824.567871
	Iteration 18Q: 3 clusters Score -277759.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -277771.625000 Penalty: 2824.567871
	Iteration 19Q: 3 clusters Score -277771.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -277786.812500 Penalty: 2824.567871
	Iteration 20F: 3 clusters Score -277786.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -277797.531250 Penalty: 2824.567871
	Iteration 21Q: 3 clusters Score -277797.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -277807.812500 Penalty: 2824.567871
	Iteration 22Q: 3 clusters Score -277807.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -277812.031250 Penalty: 2824.567871
	Iteration 23Q: 3 clusters Score -277812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -277814.750000 Penalty: 2824.567871
	Iteration 24Q: 3 clusters Score -277814.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -277816.343750 Penalty: 2824.567871
	Iteration 25Q: 3 clusters Score -277816.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -277819.062500 Penalty: 2824.567871
	Iteration 26Q: 3 clusters Score -277819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -277820.187500 Penalty: 2824.567871
	Iteration 27Q: 3 clusters Score -277820.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -277821.281250 Penalty: 2824.567871
	Iteration 28Q: 3 clusters Score -277821.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -277821.468750 Penalty: 2824.567871
	Iteration 29Q: 3 clusters Score -277821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -277822.500000 Penalty: 2824.567871
	Iteration 30Q: 3 clusters Score -277822.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -277823.687500 Penalty: 2824.567871
	Iteration 31Q: 3 clusters Score -277823.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -277825.562500 Penalty: 2824.567871
	Iteration 32Q: 3 clusters Score -277825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -277827.531250 Penalty: 2824.567871
	Iteration 33Q: 3 clusters Score -277827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -277831.437500 Penalty: 2824.567871
	Iteration 34Q: 3 clusters Score -277831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -277833.875000 Penalty: 2824.567871
	Iteration 35Q: 3 clusters Score -277833.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -277834.781250 Penalty: 2824.567871
	Iteration 36Q: 3 clusters Score -277834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -277837.875000 Penalty: 2824.567871
	Iteration 37Q: 3 clusters Score -277837.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -277839.343750 Penalty: 2824.567871
	Iteration 38Q: 3 clusters Score -277839.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -277839.343750 Penalty: 2824.567871
	Iteration 39F: 3 clusters Score -277839.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Entering Unmasked Estep 
Score: -186209.031250 Penalty: 1326.779175
	Iteration 0F: 2 clusters Score -186209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -183152.437500 Penalty: 2653.558350
	Iteration 0F: 3 clusters Score -183152.4 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -183868.484375 Penalty: 2653.558350
	Iteration 1F: 3 clusters Score -183868.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -183981.281250 Penalty: 2653.558350
	Iteration 2F: 3 clusters Score -183981.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -184065.750000 Penalty: 2653.558350
	Iteration 3Q: 3 clusters Score -184065.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -184128.593750 Penalty: 2653.558350
	Iteration 4Q: 3 clusters Score -184128.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -184179.546875 Penalty: 2653.558350
	Iteration 5Q: 3 clusters Score -184179.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -184222.875000 Penalty: 2653.558350
	Iteration 6Q: 3 clusters Score -184222.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -184258.484375 Penalty: 2653.558350
	Iteration 7Q: 3 clusters Score -184258.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -184290.640625 Penalty: 2653.558350
	Iteration 8Q: 3 clusters Score -184290.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -184324.468750 Penalty: 2653.558350
	Iteration 9Q: 3 clusters Score -184324.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -184355.625000 Penalty: 2653.558350
	Iteration 10Q: 3 clusters Score -184355.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -184386.406250 Penalty: 2653.558350
	Iteration 11Q: 3 clusters Score -184386.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -184411.062500 Penalty: 2653.558350
	Iteration 12Q: 3 clusters Score -184411.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -184438.890625 Penalty: 2653.558350
	Iteration 13Q: 3 clusters Score -184438.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -184465.109375 Penalty: 2653.558350
	Iteration 14Q: 3 clusters Score -184465.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -184489.640625 Penalty: 2653.558350
	Iteration 15Q: 3 clusters Score -184489.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -184514.906250 Penalty: 2653.558350
	Iteration 16Q: 3 clusters Score -184514.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -184532.140625 Penalty: 2653.558350
	Iteration 17Q: 3 clusters Score -184532.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -184555.734375 Penalty: 2653.558350
	Iteration 18Q: 3 clusters Score -184555.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -184583.968750 Penalty: 2653.558350
	Iteration 19Q: 3 clusters Score -184584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -184619.453125 Penalty: 2653.558350
	Iteration 20F: 3 clusters Score -184619.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -184646.953125 Penalty: 2653.558350
	Iteration 21Q: 3 clusters Score -184647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -184676.000000 Penalty: 2653.558350
	Iteration 22Q: 3 clusters Score -184676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -184703.859375 Penalty: 2653.558350
	Iteration 23Q: 3 clusters Score -184703.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -184732.906250 Penalty: 2653.558350
	Iteration 24Q: 3 clusters Score -184732.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -184773.390625 Penalty: 2653.558350
	Iteration 25Q: 3 clusters Score -184773.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -184811.968750 Penalty: 2653.558350
	Iteration 26Q: 3 clusters Score -184812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -184852.140625 Penalty: 2653.558350
	Iteration 27Q: 3 clusters Score -184852.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -184878.593750 Penalty: 2653.558350
	Iteration 28Q: 3 clusters Score -184878.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -184895.703125 Penalty: 2653.558350
	Iteration 29Q: 3 clusters Score -184895.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -184913.125000 Penalty: 2653.558350
	Iteration 30Q: 3 clusters Score -184913.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -184928.359375 Penalty: 2653.558350
	Iteration 31Q: 3 clusters Score -184928.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -184948.406250 Penalty: 2653.558350
	Iteration 32Q: 3 clusters Score -184948.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -184962.625000 Penalty: 2653.558350
	Iteration 33Q: 3 clusters Score -184962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -184972.125000 Penalty: 2653.558350
	Iteration 34Q: 3 clusters Score -184972.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -184979.343750 Penalty: 2653.558350
	Iteration 35Q: 3 clusters Score -184979.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -184981.968750 Penalty: 2653.558350
	Iteration 36Q: 3 clusters Score -184982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -184983.187500 Penalty: 2653.558350
	Iteration 37Q: 3 clusters Score -184983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -184983.187500 Penalty: 2653.558350
	Iteration 38F: 3 clusters Score -184983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 359689 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 11191 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 13803 members 
Mstep: Class 6 contains 16583 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 40501 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 47945 members 
Mstep: Class 12 contains 16956 members 
Mstep: Class 15 contains 3611 members 
Mstep: Class 17 contains 12923 members 
Mstep: Class 18 contains 8372 members 
Mstep: Class 19 contains 26948 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 5949 members 
Mstep: Class 23 contains 3515 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 20 clusters Score -2.819455e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 359953 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 11183 members 
Mstep: Class 4 contains 7977 members 
Mstep: Class 5 contains 13632 members 
Mstep: Class 6 contains 16576 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 40420 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 47952 members 
Mstep: Class 12 contains 16966 members 
Mstep: Class 15 contains 3614 members 
Mstep: Class 17 contains 12904 members 
Mstep: Class 18 contains 8364 members 
Mstep: Class 19 contains 26953 members 
Mstep: Class 21 contains 4481 members 
Mstep: Class 22 contains 5958 members 
Mstep: Class 23 contains 3516 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 20 clusters Score -2.81945e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 360228 members 
Mstep: Class 2 contains 593 members 
Mstep: Class 3 contains 11171 members 
Mstep: Class 4 contains 7978 members 
Mstep: Class 5 contains 13462 members 
Mstep: Class 6 contains 16567 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 40328 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 47971 members 
Mstep: Class 12 contains 16967 members 
Mstep: Class 15 contains 3616 members 
Mstep: Class 17 contains 12884 members 
Mstep: Class 18 contains 8362 members 
Mstep: Class 19 contains 26956 members 
Mstep: Class 21 contains 4480 members 
Mstep: Class 22 contains 5964 members 
Mstep: Class 23 contains 3515 members 
Entering Unmasked Estep 
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Iteration 81Q: 20 clusters Score -2.819453e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 360538 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 11155 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 13276 members 
Mstep: Class 6 contains 16555 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 40243 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 16969 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 17 contains 12862 members 
Mstep: Class 18 contains 8348 members 
Mstep: Class 19 contains 26961 members 
Mstep: Class 21 contains 4478 members 
Mstep: Class 22 contains 5971 members 
Mstep: Class 23 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 20 clusters Score -2.819459e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 360822 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11142 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 13111 members 
Mstep: Class 6 contains 16553 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 40165 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 47984 members 
Mstep: Class 12 contains 16964 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 17 contains 12842 members 
Mstep: Class 18 contains 8331 members 
Mstep: Class 19 contains 26963 members 
Mstep: Class 21 contains 4474 members 
Mstep: Class 22 contains 5975 members 
Mstep: Class 23 contains 3521 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -2.819472e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 361088 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11129 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 12941 members 
Mstep: Class 6 contains 16553 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 40070 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48005 members 
Mstep: Class 12 contains 16963 members 
Mstep: Class 15 contains 3629 members 
Mstep: Class 17 contains 12831 members 
Mstep: Class 18 contains 8322 members 
Mstep: Class 19 contains 26967 members 
Mstep: Class 21 contains 4470 members 
Mstep: Class 22 contains 5979 members 
Mstep: Class 23 contains 3523 members 
Entering Unmasked Estep 
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Iteration 84Q: 20 clusters Score -2.819477e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 361353 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 12775 members 
Mstep: Class 6 contains 16553 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 39972 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 48022 members 
Mstep: Class 12 contains 16967 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 17 contains 12828 members 
Mstep: Class 18 contains 8310 members 
Mstep: Class 19 contains 26973 members 
Mstep: Class 21 contains 4465 members 
Mstep: Class 22 contains 5984 members 
Mstep: Class 23 contains 3527 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -2.819487e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 361627 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11112 members 
Mstep: Class 4 contains 7980 members 
Mstep: Class 5 contains 12601 members 
Mstep: Class 6 contains 16548 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 39870 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48040 members 
Mstep: Class 12 contains 16962 members 
Mstep: Class 15 contains 3629 members 
Mstep: Class 17 contains 12825 members 
Mstep: Class 18 contains 8302 members 
Mstep: Class 19 contains 26981 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 5987 members 
Mstep: Class 23 contains 3527 members 
Entering Unmasked Estep 
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Iteration 86Q: 20 clusters Score -2.81948e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 361899 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11104 members 
Mstep: Class 4 contains 7981 members 
Mstep: Class 5 contains 12444 members 
Mstep: Class 6 contains 16541 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 39778 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 48056 members 
Mstep: Class 12 contains 16959 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 17 contains 12813 members 
Mstep: Class 18 contains 8298 members 
Mstep: Class 19 contains 26990 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 5993 members 
Mstep: Class 23 contains 3525 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -2.819482e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 362161 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11087 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 12305 members 
Mstep: Class 6 contains 16540 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 39678 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 48070 members 
Mstep: Class 12 contains 16958 members 
Mstep: Class 15 contains 3624 members 
Mstep: Class 17 contains 12797 members 
Mstep: Class 18 contains 8293 members 
Mstep: Class 19 contains 27003 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 5995 members 
Mstep: Class 23 contains 3523 members 
Entering Unmasked Estep 
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Iteration 88Q: 20 clusters Score -2.819488e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 362389 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 11084 members 
Mstep: Class 4 contains 7982 members 
Mstep: Class 5 contains 12166 members 
Mstep: Class 6 contains 16541 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 39578 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 48089 members 
Mstep: Class 12 contains 16956 members 
Mstep: Class 15 contains 3625 members 
Mstep: Class 17 contains 12791 members 
Mstep: Class 18 contains 8287 members 
Mstep: Class 19 contains 27011 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 5997 members 
Mstep: Class 23 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 20 clusters Score -2.81949e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 362598 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11087 members 
Mstep: Class 4 contains 7984 members 
Mstep: Class 5 contains 12038 members 
Mstep: Class 6 contains 16541 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 39466 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 48120 members 
Mstep: Class 12 contains 16954 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 8280 members 
Mstep: Class 19 contains 27021 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 6002 members 
Mstep: Class 23 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 20 clusters Score -2.819495e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 362804 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 11083 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 11922 members 
Mstep: Class 6 contains 16540 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 39367 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 48142 members 
Mstep: Class 12 contains 16952 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 8277 members 
Mstep: Class 19 contains 27028 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 6005 members 
Mstep: Class 23 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 20 clusters Score -2.819504e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 362991 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 11080 members 
Mstep: Class 4 contains 7986 members 
Mstep: Class 5 contains 11819 members 
Mstep: Class 6 contains 16533 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 39277 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 48164 members 
Mstep: Class 12 contains 16949 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 17 contains 12760 members 
Mstep: Class 18 contains 8272 members 
Mstep: Class 19 contains 27040 members 
Mstep: Class 21 contains 4427 members 
Mstep: Class 22 contains 6005 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 20 clusters Score -2.819509e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 363151 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 11079 members 
Mstep: Class 4 contains 7987 members 
Mstep: Class 5 contains 11727 members 
Mstep: Class 6 contains 16529 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 39183 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 48193 members 
Mstep: Class 12 contains 16949 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 17 contains 12760 members 
Mstep: Class 18 contains 8261 members 
Mstep: Class 19 contains 27046 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 6008 members 
Mstep: Class 23 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 20 clusters Score -2.819507e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 363306 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 11079 members 
Mstep: Class 4 contains 7989 members 
Mstep: Class 5 contains 11648 members 
Mstep: Class 6 contains 16523 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 39099 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 48211 members 
Mstep: Class 12 contains 16951 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 17 contains 12752 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 27048 members 
Mstep: Class 21 contains 4422 members 
Mstep: Class 22 contains 6009 members 
Mstep: Class 23 contains 3525 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -2.819509e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 363468 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 11076 members 
Mstep: Class 4 contains 7992 members 
Mstep: Class 5 contains 11567 members 
Mstep: Class 6 contains 16520 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 39021 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 48235 members 
Mstep: Class 12 contains 16951 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8249 members 
Mstep: Class 19 contains 27053 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6009 members 
Mstep: Class 23 contains 3523 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -2.819509e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 363641 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11074 members 
Mstep: Class 4 contains 7994 members 
Mstep: Class 5 contains 11475 members 
Mstep: Class 6 contains 16515 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 38956 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 48252 members 
Mstep: Class 12 contains 16949 members 
Mstep: Class 15 contains 3626 members 
Mstep: Class 17 contains 12732 members 
Mstep: Class 18 contains 8239 members 
Mstep: Class 19 contains 27059 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 6012 members 
Mstep: Class 23 contains 3522 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -2.819514e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 363800 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11067 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 11379 members 
Mstep: Class 6 contains 16512 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 38899 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 48266 members 
Mstep: Class 12 contains 16943 members 
Mstep: Class 15 contains 3620 members 
Mstep: Class 17 contains 12729 members 
Mstep: Class 18 contains 8231 members 
Mstep: Class 19 contains 27067 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 6015 members 
Mstep: Class 23 contains 3523 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -2.819508e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 363960 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11065 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 11271 members 
Mstep: Class 6 contains 16511 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 38862 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48266 members 
Mstep: Class 12 contains 16940 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 27074 members 
Mstep: Class 21 contains 4403 members 
Mstep: Class 22 contains 6016 members 
Mstep: Class 23 contains 3521 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -2.819509e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 364112 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11067 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 11175 members 
Mstep: Class 6 contains 16509 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38815 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48264 members 
Mstep: Class 12 contains 16937 members 
Mstep: Class 15 contains 3618 members 
Mstep: Class 17 contains 12722 members 
Mstep: Class 18 contains 8225 members 
Mstep: Class 19 contains 27077 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 6017 members 
Mstep: Class 23 contains 3519 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -2.819509e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 364242 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11073 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 11096 members 
Mstep: Class 6 contains 16504 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38761 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 48262 members 
Mstep: Class 12 contains 16932 members 
Mstep: Class 15 contains 3616 members 
Mstep: Class 17 contains 12726 members 
Mstep: Class 18 contains 8222 members 
Mstep: Class 19 contains 27076 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6019 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -2.819507e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 364373 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 11081 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 11030 members 
Mstep: Class 6 contains 16496 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38703 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48268 members 
Mstep: Class 12 contains 16929 members 
Mstep: Class 15 contains 3611 members 
Mstep: Class 17 contains 12719 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 27078 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6021 members 
Mstep: Class 23 contains 3521 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -2.819509e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 364506 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 11083 members 
Mstep: Class 4 contains 7996 members 
Mstep: Class 5 contains 10957 members 
Mstep: Class 6 contains 16495 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38646 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48271 members 
Mstep: Class 12 contains 16922 members 
Mstep: Class 15 contains 3609 members 
Mstep: Class 17 contains 12725 members 
Mstep: Class 18 contains 8212 members 
Mstep: Class 19 contains 27084 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 6023 members 
Mstep: Class 23 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195134.000000 Penalty: 41003.015625
Iteration 102Q: 20 clusters Score -2.819513e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 364641 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11092 members 
Mstep: Class 4 contains 7997 members 
Mstep: Class 5 contains 10882 members 
Mstep: Class 6 contains 16488 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38587 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48283 members 
Mstep: Class 12 contains 16919 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 17 contains 12726 members 
Mstep: Class 18 contains 8206 members 
Mstep: Class 19 contains 27085 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195196.000000 Penalty: 41003.015625
Iteration 103Q: 20 clusters Score -2.81952e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 364769 members 
Mstep: Class 2 contains 591 members 
Mstep: Class 3 contains 11097 members 
Mstep: Class 4 contains 7998 members 
Mstep: Class 5 contains 10804 members 
Mstep: Class 6 contains 16486 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38533 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48294 members 
Mstep: Class 12 contains 16914 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 17 contains 12725 members 
Mstep: Class 18 contains 8203 members 
Mstep: Class 19 contains 27089 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6025 members 
Mstep: Class 23 contains 3515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195274.000000 Penalty: 41003.015625
Iteration 104Q: 20 clusters Score -2.819527e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 364894 members 
Mstep: Class 2 contains 590 members 
Mstep: Class 3 contains 11106 members 
Mstep: Class 4 contains 7999 members 
Mstep: Class 5 contains 10729 members 
Mstep: Class 6 contains 16484 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38487 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48300 members 
Mstep: Class 12 contains 16908 members 
Mstep: Class 15 contains 3591 members 
Mstep: Class 17 contains 12712 members 
Mstep: Class 18 contains 8201 members 
Mstep: Class 19 contains 27094 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195294.000000 Penalty: 41003.015625
Iteration 105Q: 20 clusters Score -2.819529e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 365025 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 11113 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 10641 members 
Mstep: Class 6 contains 16484 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38430 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48319 members 
Mstep: Class 12 contains 16907 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 17 contains 12705 members 
Mstep: Class 18 contains 8198 members 
Mstep: Class 19 contains 27100 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 6023 members 
Mstep: Class 23 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195324.000000 Penalty: 41003.015625
Iteration 106Q: 20 clusters Score -2.819532e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 365165 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 11108 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 10565 members 
Mstep: Class 6 contains 16484 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38364 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48332 members 
Mstep: Class 12 contains 16902 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 17 contains 12703 members 
Mstep: Class 18 contains 8193 members 
Mstep: Class 19 contains 27111 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195340.000000 Penalty: 41003.015625
Iteration 107Q: 20 clusters Score -2.819534e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 365300 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 11114 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 10482 members 
Mstep: Class 6 contains 16482 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38302 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48340 members 
Mstep: Class 12 contains 16896 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12703 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 27120 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 6025 members 
Mstep: Class 23 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195346.000000 Penalty: 41003.015625
Iteration 108Q: 20 clusters Score -2.819535e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 365432 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 11115 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 10409 members 
Mstep: Class 6 contains 16478 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38218 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48358 members 
Mstep: Class 12 contains 16891 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 17 contains 12709 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 27135 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195412.000000 Penalty: 41003.015625
Iteration 109Q: 20 clusters Score -2.819541e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 365571 members 
Mstep: Class 2 contains 589 members 
Mstep: Class 3 contains 11117 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 10342 members 
Mstep: Class 6 contains 16481 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38128 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48370 members 
Mstep: Class 12 contains 16887 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 17 contains 12710 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 27143 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 6023 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195482.000000 Penalty: 41003.015625
Iteration 110Q: 20 clusters Score -2.819548e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 365697 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 11117 members 
Mstep: Class 4 contains 8001 members 
Mstep: Class 5 contains 10274 members 
Mstep: Class 6 contains 16481 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 38054 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 48383 members 
Mstep: Class 12 contains 16889 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 17 contains 12707 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 27147 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 6023 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195488.000000 Penalty: 41003.015625
Iteration 111Q: 20 clusters Score -2.819549e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 365836 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 11114 members 
Mstep: Class 4 contains 8000 members 
Mstep: Class 5 contains 10200 members 
Mstep: Class 6 contains 16476 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 37977 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 48394 members 
Mstep: Class 12 contains 16884 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12713 members 
Mstep: Class 18 contains 8185 members 
Mstep: Class 19 contains 27152 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195446.000000 Penalty: 41003.015625
Iteration 112Q: 20 clusters Score -2.819545e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 365974 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 11113 members 
Mstep: Class 4 contains 8002 members 
Mstep: Class 5 contains 10128 members 
Mstep: Class 6 contains 16470 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 37905 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 48401 members 
Mstep: Class 12 contains 16875 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12713 members 
Mstep: Class 18 contains 8182 members 
Mstep: Class 19 contains 27162 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 6026 members 
Mstep: Class 23 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195410.000000 Penalty: 41003.015625
Iteration 113Q: 20 clusters Score -2.819541e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366083 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 11107 members 
Mstep: Class 4 contains 8003 members 
Mstep: Class 5 contains 10073 members 
Mstep: Class 6 contains 16466 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 37842 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 48411 members 
Mstep: Class 12 contains 16869 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12715 members 
Mstep: Class 18 contains 8179 members 
Mstep: Class 19 contains 27172 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195406.000000 Penalty: 41003.015625
Iteration 114Q: 20 clusters Score -2.819541e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366184 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 11117 members 
Mstep: Class 4 contains 8004 members 
Mstep: Class 5 contains 10026 members 
Mstep: Class 6 contains 16461 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 37775 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 48414 members 
Mstep: Class 12 contains 16864 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 17 contains 12716 members 
Mstep: Class 18 contains 8173 members 
Mstep: Class 19 contains 27184 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 6025 members 
Mstep: Class 23 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195412.000000 Penalty: 41003.015625
Iteration 115Q: 20 clusters Score -2.819541e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366279 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 11120 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 9976 members 
Mstep: Class 6 contains 16459 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 37721 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48416 members 
Mstep: Class 12 contains 16856 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12718 members 
Mstep: Class 18 contains 8172 members 
Mstep: Class 19 contains 27194 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6026 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195368.000000 Penalty: 41003.015625
Iteration 116Q: 20 clusters Score -2.819537e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366377 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 11136 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 16459 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 37659 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48420 members 
Mstep: Class 12 contains 16850 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12715 members 
Mstep: Class 18 contains 8169 members 
Mstep: Class 19 contains 27201 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195382.000000 Penalty: 41003.015625
Iteration 117Q: 20 clusters Score -2.819538e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366471 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 11154 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 9882 members 
Mstep: Class 6 contains 16452 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 37592 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 48425 members 
Mstep: Class 12 contains 16841 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 17 contains 12721 members 
Mstep: Class 18 contains 8169 members 
Mstep: Class 19 contains 27206 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 6028 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195368.000000 Penalty: 41003.015625
Iteration 118Q: 20 clusters Score -2.819537e+07 nChanged 179
Entering ConstructFrom: 
Score: -28195368.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (366567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366567 members 
Entering Unmasked Estep 
Score: -18316498.000000 Penalty: 2081.939697
	Iteration 0F: 2 clusters Score -1.83165e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182929 members 
Mstep: Class 2 contains 183638 members 
Entering Unmasked Estep 
Score: -18068302.000000 Penalty: 4163.879395
	Iteration 0F: 3 clusters Score -1.80683e+07 nChanged 179248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175375 members 
Mstep: Class 2 contains 191192 members 
Entering Unmasked Estep 
Score: -18177468.000000 Penalty: 4163.879395
	Iteration 1F: 3 clusters Score -1.817747e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 195446 members 
Entering Unmasked Estep 
Score: -18180390.000000 Penalty: 4163.879395
	Iteration 2Q: 3 clusters Score -1.818039e+07 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164587 members 
Mstep: Class 2 contains 201980 members 
Entering Unmasked Estep 
Score: -18184786.000000 Penalty: 4163.879395
	Iteration 3Q: 3 clusters Score -1.818479e+07 nChanged 15609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154982 members 
Mstep: Class 2 contains 211585 members 
Entering Unmasked Estep 
Score: -18192816.000000 Penalty: 4163.879395
	Iteration 4Q: 3 clusters Score -1.819282e+07 nChanged 19592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141538 members 
Mstep: Class 2 contains 225029 members 
Entering Unmasked Estep 
Score: -18205926.000000 Penalty: 4163.879395
	Iteration 5F: 3 clusters Score -1.820593e+07 nChanged 22459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125517 members 
Mstep: Class 2 contains 241050 members 
Entering Unmasked Estep 
Score: -18223566.000000 Penalty: 4163.879395
	Iteration 6F: 3 clusters Score -1.822357e+07 nChanged 22678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109539 members 
Mstep: Class 2 contains 257028 members 
Entering Unmasked Estep 
Score: -18241140.000000 Penalty: 4163.879395
	Iteration 7F: 3 clusters Score -1.824114e+07 nChanged 19801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 270667 members 
Entering Unmasked Estep 
Score: -18254002.000000 Penalty: 4163.879395
	Iteration 8F: 3 clusters Score -1.8254e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 282066 members 
Entering Unmasked Estep 
Score: -18262694.000000 Penalty: 4163.879395
	Iteration 9Q: 3 clusters Score -1.826269e+07 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74131 members 
Mstep: Class 2 contains 292436 members 
Entering Unmasked Estep 
Score: -18268816.000000 Penalty: 4163.879395
	Iteration 10Q: 3 clusters Score -1.826882e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64202 members 
Mstep: Class 2 contains 302365 members 
Entering Unmasked Estep 
Score: -18274400.000000 Penalty: 4163.879395
	Iteration 11Q: 3 clusters Score -1.82744e+07 nChanged 9904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 312185 members 
Entering Unmasked Estep 
Score: -18280028.000000 Penalty: 4163.879395
	Iteration 12Q: 3 clusters Score -1.828003e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 321878 members 
Entering Unmasked Estep 
Score: -18285664.000000 Penalty: 4163.879395
	Iteration 13Q: 3 clusters Score -1.828566e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 331403 members 
Entering Unmasked Estep 
Score: -18291912.000000 Penalty: 4163.879395
	Iteration 14Q: 3 clusters Score -1.829191e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 340290 members 
Entering Unmasked Estep 
Score: -18297912.000000 Penalty: 4163.879395
	Iteration 15Q: 3 clusters Score -1.829791e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 347831 members 
Entering Unmasked Estep 
Score: -18303340.000000 Penalty: 4163.879395
	Iteration 16Q: 3 clusters Score -1.830334e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 353847 members 
Entering Unmasked Estep 
Score: -18307412.000000 Penalty: 4163.879395
	Iteration 17Q: 3 clusters Score -1.830741e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 358162 members 
Entering Unmasked Estep 
Score: -18310068.000000 Penalty: 4163.879395
	Iteration 18Q: 3 clusters Score -1.831007e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 361025 members 
Entering Unmasked Estep 
Score: -18311900.000000 Penalty: 4163.879395
	Iteration 19Q: 3 clusters Score -1.83119e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 362846 members 
Entering Unmasked Estep 
Score: -18312972.000000 Penalty: 4163.879395
	Iteration 20F: 3 clusters Score -1.831297e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 363909 members 
Entering Unmasked Estep 
Score: -18313584.000000 Penalty: 4163.879395
	Iteration 21Q: 3 clusters Score -1.831358e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 364546 members 
Entering Unmasked Estep 
Score: -18314024.000000 Penalty: 4163.879395
	Iteration 22Q: 3 clusters Score -1.831402e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 364954 members 
Entering Unmasked Estep 
Score: -18314242.000000 Penalty: 4163.879395
	Iteration 23Q: 3 clusters Score -1.831424e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 365185 members 
Entering Unmasked Estep 
Score: -18314384.000000 Penalty: 4163.879395
	Iteration 24Q: 3 clusters Score -1.831438e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 365350 members 
Entering Unmasked Estep 
Score: -18314494.000000 Penalty: 4163.879395
	Iteration 25Q: 3 clusters Score -1.831449e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 365466 members 
Entering Unmasked Estep 
Score: -18314592.000000 Penalty: 4163.879395
	Iteration 26Q: 3 clusters Score -1.831459e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 365540 members 
Entering Unmasked Estep 
Score: -18314654.000000 Penalty: 4163.879395
	Iteration 27Q: 3 clusters Score -1.831465e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 365599 members 
Entering Unmasked Estep 
Score: -18314702.000000 Penalty: 4163.879395
	Iteration 28Q: 3 clusters Score -1.83147e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 365647 members 
Entering Unmasked Estep 
Score: -18314730.000000 Penalty: 4163.879395
	Iteration 29Q: 3 clusters Score -1.831473e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 365684 members 
Entering Unmasked Estep 
Score: -18314752.000000 Penalty: 4163.879395
	Iteration 30Q: 3 clusters Score -1.831475e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 365702 members 
Entering Unmasked Estep 
Score: -18314762.000000 Penalty: 4163.879395
	Iteration 31Q: 3 clusters Score -1.831476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 365718 members 
Entering Unmasked Estep 
Score: -18314762.000000 Penalty: 4163.879395
	Iteration 32Q: 3 clusters Score -1.831476e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 365735 members 
Entering Unmasked Estep 
Score: -18314774.000000 Penalty: 4163.879395
	Iteration 33Q: 3 clusters Score -1.831477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 365745 members 
Entering Unmasked Estep 
Score: -18314810.000000 Penalty: 4163.879395
	Iteration 34Q: 3 clusters Score -1.831481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 365751 members 
Entering Unmasked Estep 
Score: -18314818.000000 Penalty: 4163.879395
	Iteration 35Q: 3 clusters Score -1.831482e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 365759 members 
Entering Unmasked Estep 
Score: -18314802.000000 Penalty: 4163.879395
	Iteration 36Q: 3 clusters Score -1.83148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 365763 members 
Entering Unmasked Estep 
Score: -18314822.000000 Penalty: 4163.879395
	Iteration 37Q: 3 clusters Score -1.831482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 365766 members 
Entering Unmasked Estep 
Score: -18314832.000000 Penalty: 4163.879395
	Iteration 38Q: 3 clusters Score -1.831483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 365769 members 
Entering Unmasked Estep 
Score: -18314838.000000 Penalty: 4163.879395
	Iteration 39Q: 3 clusters Score -1.831484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 365771 members 
Entering Unmasked Estep 
Score: -18314844.000000 Penalty: 4163.879395
	Iteration 40F: 3 clusters Score -1.831484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 365775 members 
Entering Unmasked Estep 
Score: -18314836.000000 Penalty: 4163.879395
	Iteration 41Q: 3 clusters Score -1.831484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 365777 members 
Entering Unmasked Estep 
Score: -18314832.000000 Penalty: 4163.879395
	Iteration 42Q: 3 clusters Score -1.831483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 365783 members 
Entering Unmasked Estep 
Score: -18314824.000000 Penalty: 4163.879395
	Iteration 43Q: 3 clusters Score -1.831482e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 365782 members 
Entering Unmasked Estep 
Score: -18314834.000000 Penalty: 4163.879395
	Iteration 44Q: 3 clusters Score -1.831483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 365778 members 
Entering Unmasked Estep 
Score: -18314838.000000 Penalty: 4163.879395
	Iteration 45Q: 3 clusters Score -1.831484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 365784 members 
Entering Unmasked Estep 
Score: -18314838.000000 Penalty: 4163.879395
	Iteration 46Q: 3 clusters Score -1.831484e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 365794 members 
Entering Unmasked Estep 
Score: -18314858.000000 Penalty: 4163.879395
	Iteration 47Q: 3 clusters Score -1.831486e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 365799 members 
Entering Unmasked Estep 
Score: -18314874.000000 Penalty: 4163.879395
	Iteration 48Q: 3 clusters Score -1.831487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 365807 members 
Entering Unmasked Estep 
Score: -18314878.000000 Penalty: 4163.879395
	Iteration 49Q: 3 clusters Score -1.831488e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 365815 members 
Entering Unmasked Estep 
Score: -18314888.000000 Penalty: 4163.879395
	Iteration 50Q: 3 clusters Score -1.831489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 365820 members 
Entering Unmasked Estep 
Score: -18314888.000000 Penalty: 4163.879395
	Iteration 51Q: 3 clusters Score -1.831489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 365825 members 
Entering Unmasked Estep 
Score: -18314896.000000 Penalty: 4163.879395
	Iteration 52Q: 3 clusters Score -1.83149e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 365830 members 
Entering Unmasked Estep 
Score: -18314912.000000 Penalty: 4163.879395
	Iteration 53Q: 3 clusters Score -1.831491e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 365829 members 
Entering Unmasked Estep 
Score: -18314918.000000 Penalty: 4163.879395
	Iteration 54Q: 3 clusters Score -1.831492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 365825 members 
Entering Unmasked Estep 
Score: -18314916.000000 Penalty: 4163.879395
	Iteration 55Q: 3 clusters Score -1.831492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 365824 members 
Entering Unmasked Estep 
Score: -18314934.000000 Penalty: 4163.879395
	Iteration 56Q: 3 clusters Score -1.831493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 365824 members 
Entering Unmasked Estep 
Score: -18314928.000000 Penalty: 4163.879395
	Iteration 57Q: 3 clusters Score -1.831493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 365827 members 
Entering Unmasked Estep 
Score: -18314940.000000 Penalty: 4163.879395
	Iteration 58Q: 3 clusters Score -1.831494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 365830 members 
Entering Unmasked Estep 
Score: -18314938.000000 Penalty: 4163.879395
	Iteration 59Q: 3 clusters Score -1.831494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 365832 members 
Entering Unmasked Estep 
Score: -18314944.000000 Penalty: 4163.879395
	Iteration 60F: 3 clusters Score -1.831494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 365834 members 
Entering Unmasked Estep 
Score: -18314946.000000 Penalty: 4163.879395
	Iteration 61Q: 3 clusters Score -1.831495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 365836 members 
Entering Unmasked Estep 
Score: -18314940.000000 Penalty: 4163.879395
	Iteration 62Q: 3 clusters Score -1.831494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 365837 members 
Entering Unmasked Estep 
Score: -18314940.000000 Penalty: 4163.879395
	Iteration 63Q: 3 clusters Score -1.831494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 365837 members 
Entering Unmasked Estep 
Score: -18314932.000000 Penalty: 4163.879395
	Iteration 64Q: 3 clusters Score -1.831493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 365840 members 
Entering Unmasked Estep 
Score: -18314930.000000 Penalty: 4163.879395
	Iteration 65Q: 3 clusters Score -1.831493e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 365840 members 
Entering Unmasked Estep 
Score: -18314938.000000 Penalty: 4163.879395
	Iteration 66Q: 3 clusters Score -1.831494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 365840 members 
Entering Unmasked Estep 
Score: -18314938.000000 Penalty: 4163.879395
	Iteration 67F: 3 clusters Score -1.831494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -27656.705078 Penalty: 1036.218140
	Iteration 0F: 2 clusters Score -27656.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26504.976562 Penalty: 2072.436279
	Iteration 0F: 3 clusters Score -26504.98 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26669.496094 Penalty: 2072.436279
	Iteration 1F: 3 clusters Score -26669.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26710.521484 Penalty: 2072.436279
	Iteration 2Q: 3 clusters Score -26710.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26734.880859 Penalty: 2072.436279
	Iteration 3Q: 3 clusters Score -26734.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -26751.025391 Penalty: 2072.436279
	Iteration 4Q: 3 clusters Score -26751.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -26760.425781 Penalty: 2072.436279
	Iteration 5Q: 3 clusters Score -26760.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26767.921875 Penalty: 2072.436279
	Iteration 6Q: 3 clusters Score -26767.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -26772.544922 Penalty: 2072.436279
	Iteration 7Q: 3 clusters Score -26772.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26780.607422 Penalty: 2072.436279
	Iteration 8Q: 3 clusters Score -26780.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26785.023438 Penalty: 2072.436279
	Iteration 9Q: 3 clusters Score -26785.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26789.201172 Penalty: 2072.436279
	Iteration 10Q: 3 clusters Score -26789.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26794.322266 Penalty: 2072.436279
	Iteration 11Q: 3 clusters Score -26794.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26794.322266 Penalty: 2072.436279
	Iteration 12F: 3 clusters Score -26794.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Entering Unmasked Estep 
Score: -582855.500000 Penalty: 1514.791260
	Iteration 0F: 2 clusters Score -582855.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -574963.250000 Penalty: 3029.582520
	Iteration 0F: 3 clusters Score -574963.2 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -577594.625000 Penalty: 3029.582520
	Iteration 1F: 3 clusters Score -577594.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -577850.187500 Penalty: 3029.582520
	Iteration 2F: 3 clusters Score -577850.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -578056.125000 Penalty: 3029.582520
	Iteration 3Q: 3 clusters Score -578056.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -578272.125000 Penalty: 3029.582520
	Iteration 4Q: 3 clusters Score -578272.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -578520.500000 Penalty: 3029.582520
	Iteration 5Q: 3 clusters Score -578520.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -578780.250000 Penalty: 3029.582520
	Iteration 6Q: 3 clusters Score -578780.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -579038.687500 Penalty: 3029.582520
	Iteration 7Q: 3 clusters Score -579038.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -579283.562500 Penalty: 3029.582520
	Iteration 8Q: 3 clusters Score -579283.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -579574.062500 Penalty: 3029.582520
	Iteration 9Q: 3 clusters Score -579574.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -579871.187500 Penalty: 3029.582520
	Iteration 10Q: 3 clusters Score -579871.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -580116.375000 Penalty: 3029.582520
	Iteration 11Q: 3 clusters Score -580116.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -580304.375000 Penalty: 3029.582520
	Iteration 12Q: 3 clusters Score -580304.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -580436.875000 Penalty: 3029.582520
	Iteration 13Q: 3 clusters Score -580436.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -580515.562500 Penalty: 3029.582520
	Iteration 14Q: 3 clusters Score -580515.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -580567.187500 Penalty: 3029.582520
	Iteration 15Q: 3 clusters Score -580567.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -580605.000000 Penalty: 3029.582520
	Iteration 16Q: 3 clusters Score -580605 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -580639.562500 Penalty: 3029.582520
	Iteration 17Q: 3 clusters Score -580639.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -580675.875000 Penalty: 3029.582520
	Iteration 18Q: 3 clusters Score -580675.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -580701.437500 Penalty: 3029.582520
	Iteration 19Q: 3 clusters Score -580701.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -580718.250000 Penalty: 3029.582520
	Iteration 20F: 3 clusters Score -580718.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -580737.125000 Penalty: 3029.582520
	Iteration 21Q: 3 clusters Score -580737.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -580754.375000 Penalty: 3029.582520
	Iteration 22Q: 3 clusters Score -580754.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -580767.250000 Penalty: 3029.582520
	Iteration 23Q: 3 clusters Score -580767.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -580776.687500 Penalty: 3029.582520
	Iteration 24Q: 3 clusters Score -580776.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -580784.500000 Penalty: 3029.582520
	Iteration 25Q: 3 clusters Score -580784.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -580789.375000 Penalty: 3029.582520
	Iteration 26Q: 3 clusters Score -580789.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -580794.500000 Penalty: 3029.582520
	Iteration 27Q: 3 clusters Score -580794.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -580796.750000 Penalty: 3029.582520
	Iteration 28Q: 3 clusters Score -580796.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -580798.125000 Penalty: 3029.582520
	Iteration 29Q: 3 clusters Score -580798.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -580800.625000 Penalty: 3029.582520
	Iteration 30Q: 3 clusters Score -580800.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -580802.812500 Penalty: 3029.582520
	Iteration 31Q: 3 clusters Score -580802.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -580803.187500 Penalty: 3029.582520
	Iteration 32Q: 3 clusters Score -580803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -580803.250000 Penalty: 3029.582520
	Iteration 33Q: 3 clusters Score -580803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -580805.250000 Penalty: 3029.582520
	Iteration 34Q: 3 clusters Score -580805.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -580805.250000 Penalty: 3029.582520
	Iteration 35F: 3 clusters Score -580805.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Entering Unmasked Estep 
Score: -352485.093750 Penalty: 1460.581909
	Iteration 0F: 2 clusters Score -352485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -346655.000000 Penalty: 2921.163818
	Iteration 0F: 3 clusters Score -346655 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -348817.625000 Penalty: 2921.163818
	Iteration 1F: 3 clusters Score -348817.6 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -349756.656250 Penalty: 2921.163818
	Iteration 2F: 3 clusters Score -349756.7 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -350736.843750 Penalty: 2921.163818
	Iteration 3F: 3 clusters Score -350736.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -351437.843750 Penalty: 2921.163818
	Iteration 4F: 3 clusters Score -351437.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -351741.750000 Penalty: 2921.163818
	Iteration 5F: 3 clusters Score -351741.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -351868.281250 Penalty: 2921.163818
	Iteration 6Q: 3 clusters Score -351868.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -351937.500000 Penalty: 2921.163818
	Iteration 7Q: 3 clusters Score -351937.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -351979.062500 Penalty: 2921.163818
	Iteration 8Q: 3 clusters Score -351979.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -352006.593750 Penalty: 2921.163818
	Iteration 9Q: 3 clusters Score -352006.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -352027.468750 Penalty: 2921.163818
	Iteration 10Q: 3 clusters Score -352027.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -352048.843750 Penalty: 2921.163818
	Iteration 11Q: 3 clusters Score -352048.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -352071.968750 Penalty: 2921.163818
	Iteration 12Q: 3 clusters Score -352072 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -352088.156250 Penalty: 2921.163818
	Iteration 13Q: 3 clusters Score -352088.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -352104.562500 Penalty: 2921.163818
	Iteration 14Q: 3 clusters Score -352104.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -352121.906250 Penalty: 2921.163818
	Iteration 15Q: 3 clusters Score -352121.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -352136.281250 Penalty: 2921.163818
	Iteration 16Q: 3 clusters Score -352136.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -352151.375000 Penalty: 2921.163818
	Iteration 17Q: 3 clusters Score -352151.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -352168.500000 Penalty: 2921.163818
	Iteration 18Q: 3 clusters Score -352168.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -352184.562500 Penalty: 2921.163818
	Iteration 19Q: 3 clusters Score -352184.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -352197.218750 Penalty: 2921.163818
	Iteration 20F: 3 clusters Score -352197.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -352212.812500 Penalty: 2921.163818
	Iteration 21Q: 3 clusters Score -352212.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -352231.406250 Penalty: 2921.163818
	Iteration 22Q: 3 clusters Score -352231.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -352243.031250 Penalty: 2921.163818
	Iteration 23Q: 3 clusters Score -352243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -352255.625000 Penalty: 2921.163818
	Iteration 24Q: 3 clusters Score -352255.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -352266.500000 Penalty: 2921.163818
	Iteration 25Q: 3 clusters Score -352266.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -352278.093750 Penalty: 2921.163818
	Iteration 26Q: 3 clusters Score -352278.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -352291.812500 Penalty: 2921.163818
	Iteration 27Q: 3 clusters Score -352291.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -352307.031250 Penalty: 2921.163818
	Iteration 28Q: 3 clusters Score -352307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -352320.593750 Penalty: 2921.163818
	Iteration 29Q: 3 clusters Score -352320.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -352331.406250 Penalty: 2921.163818
	Iteration 30Q: 3 clusters Score -352331.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -352339.593750 Penalty: 2921.163818
	Iteration 31Q: 3 clusters Score -352339.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -352348.500000 Penalty: 2921.163818
	Iteration 32Q: 3 clusters Score -352348.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -352353.468750 Penalty: 2921.163818
	Iteration 33Q: 3 clusters Score -352353.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -352358.718750 Penalty: 2921.163818
	Iteration 34Q: 3 clusters Score -352358.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -352363.312500 Penalty: 2921.163818
	Iteration 35Q: 3 clusters Score -352363.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -352365.562500 Penalty: 2921.163818
	Iteration 36Q: 3 clusters Score -352365.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -352368.562500 Penalty: 2921.163818
	Iteration 37Q: 3 clusters Score -352368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -352370.125000 Penalty: 2921.163818
	Iteration 38Q: 3 clusters Score -352370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -352372.625000 Penalty: 2921.163818
	Iteration 39Q: 3 clusters Score -352372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -352373.687500 Penalty: 2921.163818
	Iteration 40F: 3 clusters Score -352373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -352374.156250 Penalty: 2921.163818
	Iteration 41Q: 3 clusters Score -352374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -352374.500000 Penalty: 2921.163818
	Iteration 42Q: 3 clusters Score -352374.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -352374.500000 Penalty: 2921.163818
	Iteration 43F: 3 clusters Score -352374.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Entering Unmasked Estep 
Score: -507848.968750 Penalty: 1494.059326
	Iteration 0F: 2 clusters Score -507849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -500779.656250 Penalty: 2988.118652
	Iteration 0F: 3 clusters Score -500779.7 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -503085.875000 Penalty: 2988.118652
	Iteration 1F: 3 clusters Score -503085.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -503393.781250 Penalty: 2988.118652
	Iteration 2F: 3 clusters Score -503393.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -503638.625000 Penalty: 2988.118652
	Iteration 3F: 3 clusters Score -503638.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -503871.250000 Penalty: 2988.118652
	Iteration 4Q: 3 clusters Score -503871.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -504148.062500 Penalty: 2988.118652
	Iteration 5Q: 3 clusters Score -504148.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -504461.875000 Penalty: 2988.118652
	Iteration 6F: 3 clusters Score -504461.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -504841.281250 Penalty: 2988.118652
	Iteration 7F: 3 clusters Score -504841.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -505266.875000 Penalty: 2988.118652
	Iteration 8F: 3 clusters Score -505266.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -505677.343750 Penalty: 2988.118652
	Iteration 9F: 3 clusters Score -505677.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -506019.437500 Penalty: 2988.118652
	Iteration 10Q: 3 clusters Score -506019.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -506236.843750 Penalty: 2988.118652
	Iteration 11Q: 3 clusters Score -506236.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -506342.562500 Penalty: 2988.118652
	Iteration 12Q: 3 clusters Score -506342.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -506389.468750 Penalty: 2988.118652
	Iteration 13Q: 3 clusters Score -506389.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -506418.875000 Penalty: 2988.118652
	Iteration 14Q: 3 clusters Score -506418.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -506443.062500 Penalty: 2988.118652
	Iteration 15Q: 3 clusters Score -506443.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -506455.031250 Penalty: 2988.118652
	Iteration 16Q: 3 clusters Score -506455 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -506465.906250 Penalty: 2988.118652
	Iteration 17Q: 3 clusters Score -506465.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -506475.500000 Penalty: 2988.118652
	Iteration 18Q: 3 clusters Score -506475.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -506481.000000 Penalty: 2988.118652
	Iteration 19Q: 3 clusters Score -506481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -506485.468750 Penalty: 2988.118652
	Iteration 20F: 3 clusters Score -506485.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -506490.625000 Penalty: 2988.118652
	Iteration 21Q: 3 clusters Score -506490.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -506494.843750 Penalty: 2988.118652
	Iteration 22Q: 3 clusters Score -506494.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -506496.093750 Penalty: 2988.118652
	Iteration 23Q: 3 clusters Score -506496.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -506498.593750 Penalty: 2988.118652
	Iteration 24Q: 3 clusters Score -506498.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -506502.000000 Penalty: 2988.118652
	Iteration 25Q: 3 clusters Score -506502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -506505.156250 Penalty: 2988.118652
	Iteration 26Q: 3 clusters Score -506505.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -506505.968750 Penalty: 2988.118652
	Iteration 27Q: 3 clusters Score -506506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -506508.343750 Penalty: 2988.118652
	Iteration 28Q: 3 clusters Score -506508.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -506510.281250 Penalty: 2988.118652
	Iteration 29Q: 3 clusters Score -506510.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -506512.562500 Penalty: 2988.118652
	Iteration 30Q: 3 clusters Score -506512.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -506512.343750 Penalty: 2988.118652
	Iteration 31Q: 3 clusters Score -506512.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -506514.000000 Penalty: 2988.118652
	Iteration 32Q: 3 clusters Score -506514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -506516.406250 Penalty: 2988.118652
	Iteration 33Q: 3 clusters Score -506516.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -506518.687500 Penalty: 2988.118652
	Iteration 34Q: 3 clusters Score -506518.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -506521.500000 Penalty: 2988.118652
	Iteration 35Q: 3 clusters Score -506521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -506522.968750 Penalty: 2988.118652
	Iteration 36Q: 3 clusters Score -506523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -506524.156250 Penalty: 2988.118652
	Iteration 37Q: 3 clusters Score -506524.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -506526.156250 Penalty: 2988.118652
	Iteration 38Q: 3 clusters Score -506526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -506526.562500 Penalty: 2988.118652
	Iteration 39Q: 3 clusters Score -506526.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -506525.937500 Penalty: 2988.118652
	Iteration 40F: 3 clusters Score -506525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -506528.906250 Penalty: 2988.118652
	Iteration 41Q: 3 clusters Score -506528.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -506530.750000 Penalty: 2988.118652
	Iteration 42Q: 3 clusters Score -506530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -506531.531250 Penalty: 2988.118652
	Iteration 43Q: 3 clusters Score -506531.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -506531.750000 Penalty: 2988.118652
	Iteration 44Q: 3 clusters Score -506531.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -506531.968750 Penalty: 2988.118652
	Iteration 45Q: 3 clusters Score -506532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -506533.843750 Penalty: 2988.118652
	Iteration 46Q: 3 clusters Score -506533.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -506533.812500 Penalty: 2988.118652
	Iteration 47Q: 3 clusters Score -506533.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -506534.968750 Penalty: 2988.118652
	Iteration 48Q: 3 clusters Score -506535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -506535.937500 Penalty: 2988.118652
	Iteration 49Q: 3 clusters Score -506535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -506536.062500 Penalty: 2988.118652
	Iteration 50Q: 3 clusters Score -506536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -506536.031250 Penalty: 2988.118652
	Iteration 51Q: 3 clusters Score -506536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -506536.625000 Penalty: 2988.118652
	Iteration 52Q: 3 clusters Score -506536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -506536.500000 Penalty: 2988.118652
	Iteration 53Q: 3 clusters Score -506536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -506537.750000 Penalty: 2988.118652
	Iteration 54Q: 3 clusters Score -506537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -506536.750000 Penalty: 2988.118652
	Iteration 55Q: 3 clusters Score -506536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -506536.750000 Penalty: 2988.118652
	Iteration 56F: 3 clusters Score -506536.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Entering Unmasked Estep 
Score: -801428.125000 Penalty: 1577.484009
	Iteration 0F: 2 clusters Score -801428.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -790045.625000 Penalty: 3154.968018
	Iteration 0F: 3 clusters Score -790045.6 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -794057.937500 Penalty: 3154.968018
	Iteration 1F: 3 clusters Score -794057.9 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -794408.875000 Penalty: 3154.968018
	Iteration 2F: 3 clusters Score -794408.9 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -794826.687500 Penalty: 3154.968018
	Iteration 3F: 3 clusters Score -794826.7 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -795287.062500 Penalty: 3154.968018
	Iteration 4F: 3 clusters Score -795287.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -795754.687500 Penalty: 3154.968018
	Iteration 5F: 3 clusters Score -795754.7 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -796270.312500 Penalty: 3154.968018
	Iteration 6F: 3 clusters Score -796270.3 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -796815.562500 Penalty: 3154.968018
	Iteration 7F: 3 clusters Score -796815.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -797257.875000 Penalty: 3154.968018
	Iteration 8F: 3 clusters Score -797257.9 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -797618.062500 Penalty: 3154.968018
	Iteration 9Q: 3 clusters Score -797618.1 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -797937.937500 Penalty: 3154.968018
	Iteration 10Q: 3 clusters Score -797937.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -798238.937500 Penalty: 3154.968018
	Iteration 11Q: 3 clusters Score -798238.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -798522.812500 Penalty: 3154.968018
	Iteration 12Q: 3 clusters Score -798522.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -798820.000000 Penalty: 3154.968018
	Iteration 13Q: 3 clusters Score -798820 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -799101.000000 Penalty: 3154.968018
	Iteration 14Q: 3 clusters Score -799101 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -799344.625000 Penalty: 3154.968018
	Iteration 15Q: 3 clusters Score -799344.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -799566.187500 Penalty: 3154.968018
	Iteration 16Q: 3 clusters Score -799566.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -799730.500000 Penalty: 3154.968018
	Iteration 17Q: 3 clusters Score -799730.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -799857.500000 Penalty: 3154.968018
	Iteration 18Q: 3 clusters Score -799857.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -799954.562500 Penalty: 3154.968018
	Iteration 19Q: 3 clusters Score -799954.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -800015.312500 Penalty: 3154.968018
	Iteration 20F: 3 clusters Score -800015.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -800066.000000 Penalty: 3154.968018
	Iteration 21Q: 3 clusters Score -800066 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -800108.000000 Penalty: 3154.968018
	Iteration 22Q: 3 clusters Score -800108 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -800138.937500 Penalty: 3154.968018
	Iteration 23Q: 3 clusters Score -800138.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -800167.375000 Penalty: 3154.968018
	Iteration 24Q: 3 clusters Score -800167.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -800188.062500 Penalty: 3154.968018
	Iteration 25Q: 3 clusters Score -800188.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -800200.125000 Penalty: 3154.968018
	Iteration 26Q: 3 clusters Score -800200.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -800209.375000 Penalty: 3154.968018
	Iteration 27Q: 3 clusters Score -800209.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -800218.625000 Penalty: 3154.968018
	Iteration 28Q: 3 clusters Score -800218.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -800228.250000 Penalty: 3154.968018
	Iteration 29Q: 3 clusters Score -800228.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -800235.750000 Penalty: 3154.968018
	Iteration 30Q: 3 clusters Score -800235.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -800242.937500 Penalty: 3154.968018
	Iteration 31Q: 3 clusters Score -800242.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -800247.312500 Penalty: 3154.968018
	Iteration 32Q: 3 clusters Score -800247.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -800253.812500 Penalty: 3154.968018
	Iteration 33Q: 3 clusters Score -800253.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -800255.562500 Penalty: 3154.968018
	Iteration 34Q: 3 clusters Score -800255.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -800262.812500 Penalty: 3154.968018
	Iteration 35Q: 3 clusters Score -800262.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -800265.000000 Penalty: 3154.968018
	Iteration 36Q: 3 clusters Score -800265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -800266.312500 Penalty: 3154.968018
	Iteration 37Q: 3 clusters Score -800266.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -800270.687500 Penalty: 3154.968018
	Iteration 38Q: 3 clusters Score -800270.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -800271.187500 Penalty: 3154.968018
	Iteration 39Q: 3 clusters Score -800271.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -800276.000000 Penalty: 3154.968018
	Iteration 40F: 3 clusters Score -800276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -800277.062500 Penalty: 3154.968018
	Iteration 41Q: 3 clusters Score -800277.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -800280.562500 Penalty: 3154.968018
	Iteration 42Q: 3 clusters Score -800280.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -800282.375000 Penalty: 3154.968018
	Iteration 43Q: 3 clusters Score -800282.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -800285.437500 Penalty: 3154.968018
	Iteration 44Q: 3 clusters Score -800285.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -800287.937500 Penalty: 3154.968018
	Iteration 45Q: 3 clusters Score -800287.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -800291.312500 Penalty: 3154.968018
	Iteration 46Q: 3 clusters Score -800291.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -800294.687500 Penalty: 3154.968018
	Iteration 47Q: 3 clusters Score -800294.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -800294.562500 Penalty: 3154.968018
	Iteration 48Q: 3 clusters Score -800294.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -800294.937500 Penalty: 3154.968018
	Iteration 49Q: 3 clusters Score -800294.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -800295.500000 Penalty: 3154.968018
	Iteration 50Q: 3 clusters Score -800295.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -800295.000000 Penalty: 3154.968018
	Iteration 51Q: 3 clusters Score -800295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -800296.312500 Penalty: 3154.968018
	Iteration 52Q: 3 clusters Score -800296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -800296.687500 Penalty: 3154.968018
	Iteration 53Q: 3 clusters Score -800296.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -800298.437500 Penalty: 3154.968018
	Iteration 54Q: 3 clusters Score -800298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -800299.250000 Penalty: 3154.968018
	Iteration 55Q: 3 clusters Score -800299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -800297.812500 Penalty: 3154.968018
	Iteration 56Q: 3 clusters Score -800297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -800298.187500 Penalty: 3154.968018
	Iteration 57Q: 3 clusters Score -800298.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -800301.062500 Penalty: 3154.968018
	Iteration 58Q: 3 clusters Score -800301.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -800300.437500 Penalty: 3154.968018
	Iteration 59Q: 3 clusters Score -800300.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -800304.937500 Penalty: 3154.968018
	Iteration 60F: 3 clusters Score -800304.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -800304.312500 Penalty: 3154.968018
	Iteration 61Q: 3 clusters Score -800304.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -800306.812500 Penalty: 3154.968018
	Iteration 62Q: 3 clusters Score -800306.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -800312.312500 Penalty: 3154.968018
	Iteration 63Q: 3 clusters Score -800312.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -800310.625000 Penalty: 3154.968018
	Iteration 64Q: 3 clusters Score -800310.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -800313.375000 Penalty: 3154.968018
	Iteration 65Q: 3 clusters Score -800313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -800313.187500 Penalty: 3154.968018
	Iteration 66Q: 3 clusters Score -800313.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -800314.562500 Penalty: 3154.968018
	Iteration 67Q: 3 clusters Score -800314.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -800317.500000 Penalty: 3154.968018
	Iteration 68Q: 3 clusters Score -800317.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -800315.250000 Penalty: 3154.968018
	Iteration 69Q: 3 clusters Score -800315.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -800316.125000 Penalty: 3154.968018
	Iteration 70Q: 3 clusters Score -800316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -800317.875000 Penalty: 3154.968018
	Iteration 71Q: 3 clusters Score -800317.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -800318.250000 Penalty: 3154.968018
	Iteration 72Q: 3 clusters Score -800318.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -800320.937500 Penalty: 3154.968018
	Iteration 73Q: 3 clusters Score -800320.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -800319.750000 Penalty: 3154.968018
	Iteration 74Q: 3 clusters Score -800319.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -800324.625000 Penalty: 3154.968018
	Iteration 75Q: 3 clusters Score -800324.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -800327.437500 Penalty: 3154.968018
	Iteration 76Q: 3 clusters Score -800327.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -800330.375000 Penalty: 3154.968018
	Iteration 77Q: 3 clusters Score -800330.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -800330.312500 Penalty: 3154.968018
	Iteration 78Q: 3 clusters Score -800330.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -800333.000000 Penalty: 3154.968018
	Iteration 79Q: 3 clusters Score -800333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -800334.750000 Penalty: 3154.968018
	Iteration 80F: 3 clusters Score -800334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -800336.250000 Penalty: 3154.968018
	Iteration 81Q: 3 clusters Score -800336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -800337.250000 Penalty: 3154.968018
	Iteration 82Q: 3 clusters Score -800337.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -800336.625000 Penalty: 3154.968018
	Iteration 83Q: 3 clusters Score -800336.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -800339.750000 Penalty: 3154.968018
	Iteration 84Q: 3 clusters Score -800339.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -800339.562500 Penalty: 3154.968018
	Iteration 85Q: 3 clusters Score -800339.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -800340.500000 Penalty: 3154.968018
	Iteration 86Q: 3 clusters Score -800340.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -800342.875000 Penalty: 3154.968018
	Iteration 87Q: 3 clusters Score -800342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -800343.187500 Penalty: 3154.968018
	Iteration 88Q: 3 clusters Score -800343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -800343.000000 Penalty: 3154.968018
	Iteration 89Q: 3 clusters Score -800343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -800345.500000 Penalty: 3154.968018
	Iteration 90Q: 3 clusters Score -800345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -800345.937500 Penalty: 3154.968018
	Iteration 91Q: 3 clusters Score -800345.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -800347.750000 Penalty: 3154.968018
	Iteration 92Q: 3 clusters Score -800347.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -800348.812500 Penalty: 3154.968018
	Iteration 93Q: 3 clusters Score -800348.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -800353.187500 Penalty: 3154.968018
	Iteration 94Q: 3 clusters Score -800353.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -800350.687500 Penalty: 3154.968018
	Iteration 95Q: 3 clusters Score -800350.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -800354.625000 Penalty: 3154.968018
	Iteration 96Q: 3 clusters Score -800354.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -800359.437500 Penalty: 3154.968018
	Iteration 97Q: 3 clusters Score -800359.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -800361.500000 Penalty: 3154.968018
	Iteration 98Q: 3 clusters Score -800361.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -800361.937500 Penalty: 3154.968018
	Iteration 99Q: 3 clusters Score -800361.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -800364.000000 Penalty: 3154.968018
	Iteration 100F: 3 clusters Score -800364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -800371.812500 Penalty: 3154.968018
	Iteration 101Q: 3 clusters Score -800371.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -800380.437500 Penalty: 3154.968018
	Iteration 102Q: 3 clusters Score -800380.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -800401.937500 Penalty: 3154.968018
	Iteration 103Q: 3 clusters Score -800401.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -800432.812500 Penalty: 3154.968018
	Iteration 104Q: 3 clusters Score -800432.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -800506.125000 Penalty: 3154.968018
	Iteration 105Q: 3 clusters Score -800506.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -800595.875000 Penalty: 3154.968018
	Iteration 106Q: 3 clusters Score -800595.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -800688.875000 Penalty: 3154.968018
	Iteration 107Q: 3 clusters Score -800688.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -800747.687500 Penalty: 3154.968018
	Iteration 108Q: 3 clusters Score -800747.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -800772.937500 Penalty: 3154.968018
	Iteration 109Q: 3 clusters Score -800772.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -800788.812500 Penalty: 3154.968018
	Iteration 110Q: 3 clusters Score -800788.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -800799.062500 Penalty: 3154.968018
	Iteration 111Q: 3 clusters Score -800799.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -800806.875000 Penalty: 3154.968018
	Iteration 112Q: 3 clusters Score -800806.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -800813.625000 Penalty: 3154.968018
	Iteration 113Q: 3 clusters Score -800813.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -800815.687500 Penalty: 3154.968018
	Iteration 114Q: 3 clusters Score -800815.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -800819.562500 Penalty: 3154.968018
	Iteration 115Q: 3 clusters Score -800819.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -800824.625000 Penalty: 3154.968018
	Iteration 116Q: 3 clusters Score -800824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -800826.937500 Penalty: 3154.968018
	Iteration 117Q: 3 clusters Score -800826.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -800827.250000 Penalty: 3154.968018
	Iteration 118Q: 3 clusters Score -800827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -800827.812500 Penalty: 3154.968018
	Iteration 119Q: 3 clusters Score -800827.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -800827.812500 Penalty: 3154.968018
	Iteration 120F: 3 clusters Score -800827.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -104489.257812 Penalty: 1262.249146
	Iteration 0F: 2 clusters Score -104489.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -102189.726562 Penalty: 2524.498291
	Iteration 0F: 3 clusters Score -102189.7 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -102733.750000 Penalty: 2524.498291
	Iteration 1F: 3 clusters Score -102733.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -102860.773438 Penalty: 2524.498291
	Iteration 2F: 3 clusters Score -102860.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -102941.281250 Penalty: 2524.498291
	Iteration 3Q: 3 clusters Score -102941.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -103002.382812 Penalty: 2524.498291
	Iteration 4Q: 3 clusters Score -103002.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -103044.000000 Penalty: 2524.498291
	Iteration 5Q: 3 clusters Score -103044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -103090.476562 Penalty: 2524.498291
	Iteration 6Q: 3 clusters Score -103090.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -103136.851562 Penalty: 2524.498291
	Iteration 7Q: 3 clusters Score -103136.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -103190.546875 Penalty: 2524.498291
	Iteration 8Q: 3 clusters Score -103190.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -103255.718750 Penalty: 2524.498291
	Iteration 9Q: 3 clusters Score -103255.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -103348.023438 Penalty: 2524.498291
	Iteration 10Q: 3 clusters Score -103348 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -103502.281250 Penalty: 2524.498291
	Iteration 11Q: 3 clusters Score -103502.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -103786.210938 Penalty: 2524.498291
	Iteration 12F: 3 clusters Score -103786.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -104188.437500 Penalty: 2524.498291
	Iteration 13F: 3 clusters Score -104188.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -104695.179688 Penalty: 2524.498291
	Iteration 14F: 3 clusters Score -104695.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -104991.585938 Penalty: 2524.498291
	Iteration 15F: 3 clusters Score -104991.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -105108.507812 Penalty: 2524.498291
	Iteration 16Q: 3 clusters Score -105108.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -105172.562500 Penalty: 2524.498291
	Iteration 17Q: 3 clusters Score -105172.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -105214.070312 Penalty: 2524.498291
	Iteration 18Q: 3 clusters Score -105214.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -105249.968750 Penalty: 2524.498291
	Iteration 19Q: 3 clusters Score -105250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -105267.820312 Penalty: 2524.498291
	Iteration 20F: 3 clusters Score -105267.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -105286.328125 Penalty: 2524.498291
	Iteration 21Q: 3 clusters Score -105286.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -105299.726562 Penalty: 2524.498291
	Iteration 22Q: 3 clusters Score -105299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -105306.484375 Penalty: 2524.498291
	Iteration 23Q: 3 clusters Score -105306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -105307.054688 Penalty: 2524.498291
	Iteration 24Q: 3 clusters Score -105307.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -105307.351562 Penalty: 2524.498291
	Iteration 25Q: 3 clusters Score -105307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -105308.718750 Penalty: 2524.498291
	Iteration 26Q: 3 clusters Score -105308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -105310.492188 Penalty: 2524.498291
	Iteration 27Q: 3 clusters Score -105310.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -105312.828125 Penalty: 2524.498291
	Iteration 28Q: 3 clusters Score -105312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -105312.828125 Penalty: 2524.498291
	Iteration 29F: 3 clusters Score -105312.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366567 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 11179 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 16442 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 37512 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48428 members 
Mstep: Class 12 contains 16834 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12731 members 
Mstep: Class 18 contains 8170 members 
Mstep: Class 19 contains 27208 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 6028 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
Score: -28195224.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28195368.000000 to -28195224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (37512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Entering Unmasked Estep 
Score: -1868886.375000 Penalty: 1711.517700
	Iteration 0F: 2 clusters Score -1868886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -1843955.250000 Penalty: 3423.035400
	Iteration 0F: 3 clusters Score -1843955 nChanged 17298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -1853443.125000 Penalty: 3423.035400
	Iteration 1F: 3 clusters Score -1853443 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -1854043.625000 Penalty: 3423.035400
	Iteration 2Q: 3 clusters Score -1854044 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -1854724.000000 Penalty: 3423.035400
	Iteration 3Q: 3 clusters Score -1854724 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -1855529.875000 Penalty: 3423.035400
	Iteration 4Q: 3 clusters Score -1855530 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -1856527.750000 Penalty: 3423.035400
	Iteration 5F: 3 clusters Score -1856528 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -1857784.375000 Penalty: 3423.035400
	Iteration 6F: 3 clusters Score -1857784 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -1859366.125000 Penalty: 3423.035400
	Iteration 7F: 3 clusters Score -1859366 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -1861204.125000 Penalty: 3423.035400
	Iteration 8F: 3 clusters Score -1861204 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -1863077.750000 Penalty: 3423.035400
	Iteration 9F: 3 clusters Score -1863078 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -1864666.250000 Penalty: 3423.035400
	Iteration 10Q: 3 clusters Score -1864666 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -1865772.375000 Penalty: 3423.035400
	Iteration 11Q: 3 clusters Score -1865772 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -1866499.625000 Penalty: 3423.035400
	Iteration 12Q: 3 clusters Score -1866500 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -1866932.250000 Penalty: 3423.035400
	Iteration 13Q: 3 clusters Score -1866932 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -1867151.375000 Penalty: 3423.035400
	Iteration 14Q: 3 clusters Score -1867151 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -1867309.000000 Penalty: 3423.035400
	Iteration 15Q: 3 clusters Score -1867309 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -1867375.000000 Penalty: 3423.035400
	Iteration 16Q: 3 clusters Score -1867375 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -1867436.875000 Penalty: 3423.035400
	Iteration 17Q: 3 clusters Score -1867437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -1867485.500000 Penalty: 3423.035400
	Iteration 18Q: 3 clusters Score -1867486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -1867511.000000 Penalty: 3423.035400
	Iteration 19Q: 3 clusters Score -1867511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -1867538.375000 Penalty: 3423.035400
	Iteration 20F: 3 clusters Score -1867538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -1867554.750000 Penalty: 3423.035400
	Iteration 21Q: 3 clusters Score -1867555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -1867571.750000 Penalty: 3423.035400
	Iteration 22Q: 3 clusters Score -1867572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -1867584.125000 Penalty: 3423.035400
	Iteration 23Q: 3 clusters Score -1867584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -1867600.375000 Penalty: 3423.035400
	Iteration 24Q: 3 clusters Score -1867600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -1867613.750000 Penalty: 3423.035400
	Iteration 25Q: 3 clusters Score -1867614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -1867624.875000 Penalty: 3423.035400
	Iteration 26Q: 3 clusters Score -1867625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -1867638.250000 Penalty: 3423.035400
	Iteration 27Q: 3 clusters Score -1867638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -1867642.875000 Penalty: 3423.035400
	Iteration 28Q: 3 clusters Score -1867643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -1867649.250000 Penalty: 3423.035400
	Iteration 29Q: 3 clusters Score -1867649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -1867651.375000 Penalty: 3423.035400
	Iteration 30Q: 3 clusters Score -1867651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -1867650.875000 Penalty: 3423.035400
	Iteration 31Q: 3 clusters Score -1867651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -1867651.375000 Penalty: 3423.035400
	Iteration 32Q: 3 clusters Score -1867651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -1867653.750000 Penalty: 3423.035400
	Iteration 33Q: 3 clusters Score -1867654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -1867654.750000 Penalty: 3423.035400
	Iteration 34Q: 3 clusters Score -1867655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -1867655.000000 Penalty: 3423.035400
	Iteration 35Q: 3 clusters Score -1867655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -1867655.000000 Penalty: 3423.035400
	Iteration 36F: 3 clusters Score -1867655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -44636.070312 Penalty: 1107.541504
	Iteration 0F: 2 clusters Score -44636.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -43239.464844 Penalty: 2215.083008
	Iteration 0F: 3 clusters Score -43239.46 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43474.699219 Penalty: 2215.083008
	Iteration 1F: 3 clusters Score -43474.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43531.933594 Penalty: 2215.083008
	Iteration 2F: 3 clusters Score -43531.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43570.078125 Penalty: 2215.083008
	Iteration 3Q: 3 clusters Score -43570.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43586.601562 Penalty: 2215.083008
	Iteration 4Q: 3 clusters Score -43586.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43595.460938 Penalty: 2215.083008
	Iteration 5Q: 3 clusters Score -43595.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -43598.992188 Penalty: 2215.083008
	Iteration 6Q: 3 clusters Score -43598.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -43601.851562 Penalty: 2215.083008
	Iteration 7Q: 3 clusters Score -43601.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -43603.785156 Penalty: 2215.083008
	Iteration 8Q: 3 clusters Score -43603.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43604.859375 Penalty: 2215.083008
	Iteration 9Q: 3 clusters Score -43604.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -43605.921875 Penalty: 2215.083008
	Iteration 10Q: 3 clusters Score -43605.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43609.765625 Penalty: 2215.083008
	Iteration 11Q: 3 clusters Score -43609.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -43616.335938 Penalty: 2215.083008
	Iteration 12Q: 3 clusters Score -43616.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -43618.632812 Penalty: 2215.083008
	Iteration 13Q: 3 clusters Score -43618.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -43621.214844 Penalty: 2215.083008
	Iteration 14Q: 3 clusters Score -43621.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -43625.050781 Penalty: 2215.083008
	Iteration 15Q: 3 clusters Score -43625.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -43627.253906 Penalty: 2215.083008
	Iteration 16Q: 3 clusters Score -43627.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -43628.972656 Penalty: 2215.083008
	Iteration 17Q: 3 clusters Score -43628.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43632.203125 Penalty: 2215.083008
	Iteration 18Q: 3 clusters Score -43632.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -43633.867188 Penalty: 2215.083008
	Iteration 19Q: 3 clusters Score -43633.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -43634.253906 Penalty: 2215.083008
	Iteration 20F: 3 clusters Score -43634.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -49068.304688 Penalty: 1156.940796
	Iteration 0F: 2 clusters Score -49068.3 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 594 members 
Entering Unmasked Estep 
Score: -47485.781250 Penalty: 2313.881592
	Iteration 0F: 3 clusters Score -47485.78 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -47850.765625 Penalty: 2313.881592
	Iteration 1F: 3 clusters Score -47850.77 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -47998.671875 Penalty: 2313.881592
	Iteration 2F: 3 clusters Score -47998.67 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -48104.992188 Penalty: 2313.881592
	Iteration 3F: 3 clusters Score -48104.99 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -48157.812500 Penalty: 2313.881592
	Iteration 4Q: 3 clusters Score -48157.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -48190.296875 Penalty: 2313.881592
	Iteration 5Q: 3 clusters Score -48190.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -48218.027344 Penalty: 2313.881592
	Iteration 6Q: 3 clusters Score -48218.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -48243.539062 Penalty: 2313.881592
	Iteration 7Q: 3 clusters Score -48243.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -48264.121094 Penalty: 2313.881592
	Iteration 8Q: 3 clusters Score -48264.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -48300.929688 Penalty: 2313.881592
	Iteration 9Q: 3 clusters Score -48300.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -48330.828125 Penalty: 2313.881592
	Iteration 10Q: 3 clusters Score -48330.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -48348.285156 Penalty: 2313.881592
	Iteration 11Q: 3 clusters Score -48348.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -48367.613281 Penalty: 2313.881592
	Iteration 12Q: 3 clusters Score -48367.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -48381.429688 Penalty: 2313.881592
	Iteration 13Q: 3 clusters Score -48381.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -48396.000000 Penalty: 2313.881592
	Iteration 14Q: 3 clusters Score -48396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -48406.488281 Penalty: 2313.881592
	Iteration 15Q: 3 clusters Score -48406.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -48418.230469 Penalty: 2313.881592
	Iteration 16Q: 3 clusters Score -48418.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -48423.324219 Penalty: 2313.881592
	Iteration 17Q: 3 clusters Score -48423.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -48428.117188 Penalty: 2313.881592
	Iteration 18Q: 3 clusters Score -48428.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -48430.839844 Penalty: 2313.881592
	Iteration 19Q: 3 clusters Score -48430.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -48432.476562 Penalty: 2313.881592
	Iteration 20F: 3 clusters Score -48432.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -48432.953125 Penalty: 2313.881592
	Iteration 21Q: 3 clusters Score -48432.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -48434.355469 Penalty: 2313.881592
	Iteration 22Q: 3 clusters Score -48434.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -48434.355469 Penalty: 2313.881592
	Iteration 23F: 3 clusters Score -48434.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Entering Unmasked Estep 
Score: -2411976.250000 Penalty: 1753.022949
	Iteration 0F: 2 clusters Score -2411976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2379522.000000 Penalty: 3506.045898
	Iteration 0F: 3 clusters Score -2379522 nChanged 22738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2392207.000000 Penalty: 3506.045898
	Iteration 1F: 3 clusters Score -2392207 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -2392618.250000 Penalty: 3506.045898
	Iteration 2Q: 3 clusters Score -2392618 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -2392976.500000 Penalty: 3506.045898
	Iteration 3Q: 3 clusters Score -2392976 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2393345.000000 Penalty: 3506.045898
	Iteration 4Q: 3 clusters Score -2393345 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -2393737.500000 Penalty: 3506.045898
	Iteration 5Q: 3 clusters Score -2393738 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -2394233.500000 Penalty: 3506.045898
	Iteration 6Q: 3 clusters Score -2394234 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2394913.250000 Penalty: 3506.045898
	Iteration 7Q: 3 clusters Score -2394913 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -2395821.750000 Penalty: 3506.045898
	Iteration 8Q: 3 clusters Score -2395822 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2397190.500000 Penalty: 3506.045898
	Iteration 9F: 3 clusters Score -2397190 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2398962.500000 Penalty: 3506.045898
	Iteration 10F: 3 clusters Score -2398962 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2400916.750000 Penalty: 3506.045898
	Iteration 11F: 3 clusters Score -2400917 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2402590.250000 Penalty: 3506.045898
	Iteration 12F: 3 clusters Score -2402590 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2403576.000000 Penalty: 3506.045898
	Iteration 13Q: 3 clusters Score -2403576 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2404067.750000 Penalty: 3506.045898
	Iteration 14Q: 3 clusters Score -2404068 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2404370.750000 Penalty: 3506.045898
	Iteration 15Q: 3 clusters Score -2404371 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2404630.000000 Penalty: 3506.045898
	Iteration 16Q: 3 clusters Score -2404630 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2404910.750000 Penalty: 3506.045898
	Iteration 17Q: 3 clusters Score -2404911 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2405178.750000 Penalty: 3506.045898
	Iteration 18Q: 3 clusters Score -2405179 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2405466.000000 Penalty: 3506.045898
	Iteration 19Q: 3 clusters Score -2405466 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2405751.500000 Penalty: 3506.045898
	Iteration 20F: 3 clusters Score -2405752 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2405997.000000 Penalty: 3506.045898
	Iteration 21Q: 3 clusters Score -2405997 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2406250.750000 Penalty: 3506.045898
	Iteration 22Q: 3 clusters Score -2406251 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2406500.250000 Penalty: 3506.045898
	Iteration 23Q: 3 clusters Score -2406500 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2406747.500000 Penalty: 3506.045898
	Iteration 24Q: 3 clusters Score -2406748 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2407036.750000 Penalty: 3506.045898
	Iteration 25Q: 3 clusters Score -2407037 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2407289.000000 Penalty: 3506.045898
	Iteration 26Q: 3 clusters Score -2407289 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2407573.750000 Penalty: 3506.045898
	Iteration 27Q: 3 clusters Score -2407574 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2407834.500000 Penalty: 3506.045898
	Iteration 28Q: 3 clusters Score -2407834 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2408159.250000 Penalty: 3506.045898
	Iteration 29Q: 3 clusters Score -2408159 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -2408511.750000 Penalty: 3506.045898
	Iteration 30Q: 3 clusters Score -2408512 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2408911.500000 Penalty: 3506.045898
	Iteration 31Q: 3 clusters Score -2408912 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2409291.500000 Penalty: 3506.045898
	Iteration 32Q: 3 clusters Score -2409292 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2409672.250000 Penalty: 3506.045898
	Iteration 33Q: 3 clusters Score -2409672 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2410010.000000 Penalty: 3506.045898
	Iteration 34Q: 3 clusters Score -2410010 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2410355.500000 Penalty: 3506.045898
	Iteration 35Q: 3 clusters Score -2410356 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2410622.750000 Penalty: 3506.045898
	Iteration 36Q: 3 clusters Score -2410623 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2410826.750000 Penalty: 3506.045898
	Iteration 37Q: 3 clusters Score -2410827 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2410993.750000 Penalty: 3506.045898
	Iteration 38Q: 3 clusters Score -2410994 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2411114.000000 Penalty: 3506.045898
	Iteration 39Q: 3 clusters Score -2411114 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2411209.750000 Penalty: 3506.045898
	Iteration 40F: 3 clusters Score -2411210 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2411268.000000 Penalty: 3506.045898
	Iteration 41Q: 3 clusters Score -2411268 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2411312.250000 Penalty: 3506.045898
	Iteration 42Q: 3 clusters Score -2411312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2411328.750000 Penalty: 3506.045898
	Iteration 43Q: 3 clusters Score -2411329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2411339.500000 Penalty: 3506.045898
	Iteration 44Q: 3 clusters Score -2411340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2411357.500000 Penalty: 3506.045898
	Iteration 45Q: 3 clusters Score -2411358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2411362.250000 Penalty: 3506.045898
	Iteration 46Q: 3 clusters Score -2411362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2411368.000000 Penalty: 3506.045898
	Iteration 47Q: 3 clusters Score -2411368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2411374.750000 Penalty: 3506.045898
	Iteration 48Q: 3 clusters Score -2411375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2411375.750000 Penalty: 3506.045898
	Iteration 49Q: 3 clusters Score -2411376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2411379.000000 Penalty: 3506.045898
	Iteration 50Q: 3 clusters Score -2411379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2411384.250000 Penalty: 3506.045898
	Iteration 51Q: 3 clusters Score -2411384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2411381.250000 Penalty: 3506.045898
	Iteration 52Q: 3 clusters Score -2411381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2411382.500000 Penalty: 3506.045898
	Iteration 53Q: 3 clusters Score -2411382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2411389.500000 Penalty: 3506.045898
	Iteration 54Q: 3 clusters Score -2411390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2411394.250000 Penalty: 3506.045898
	Iteration 55Q: 3 clusters Score -2411394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2411394.250000 Penalty: 3506.045898
	Iteration 56Q: 3 clusters Score -2411394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2411388.250000 Penalty: 3506.045898
	Iteration 57Q: 3 clusters Score -2411388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2411388.250000 Penalty: 3506.045898
	Iteration 58Q: 3 clusters Score -2411388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2411389.500000 Penalty: 3506.045898
	Iteration 59Q: 3 clusters Score -2411390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2411388.000000 Penalty: 3506.045898
	Iteration 60F: 3 clusters Score -2411388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2411391.000000 Penalty: 3506.045898
	Iteration 61Q: 3 clusters Score -2411391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2411389.750000 Penalty: 3506.045898
	Iteration 62Q: 3 clusters Score -2411390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2411388.750000 Penalty: 3506.045898
	Iteration 63Q: 3 clusters Score -2411389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2411388.750000 Penalty: 3506.045898
	Iteration 64F: 3 clusters Score -2411389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Entering Unmasked Estep 
Score: -800024.062500 Penalty: 1581.312866
	Iteration 0F: 2 clusters Score -800024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -788452.062500 Penalty: 3162.625732
	Iteration 0F: 3 clusters Score -788452.1 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -792492.187500 Penalty: 3162.625732
	Iteration 1F: 3 clusters Score -792492.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -792760.000000 Penalty: 3162.625732
	Iteration 2Q: 3 clusters Score -792760 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -793019.750000 Penalty: 3162.625732
	Iteration 3Q: 3 clusters Score -793019.8 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -793304.375000 Penalty: 3162.625732
	Iteration 4Q: 3 clusters Score -793304.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -793615.750000 Penalty: 3162.625732
	Iteration 5Q: 3 clusters Score -793615.8 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -794020.062500 Penalty: 3162.625732
	Iteration 6Q: 3 clusters Score -794020.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -794561.125000 Penalty: 3162.625732
	Iteration 7F: 3 clusters Score -794561.1 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -795254.062500 Penalty: 3162.625732
	Iteration 8F: 3 clusters Score -795254.1 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -796072.750000 Penalty: 3162.625732
	Iteration 9F: 3 clusters Score -796072.8 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -796928.062500 Penalty: 3162.625732
	Iteration 10F: 3 clusters Score -796928.1 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -797600.437500 Penalty: 3162.625732
	Iteration 11Q: 3 clusters Score -797600.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -797991.437500 Penalty: 3162.625732
	Iteration 12Q: 3 clusters Score -797991.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -798205.875000 Penalty: 3162.625732
	Iteration 13Q: 3 clusters Score -798205.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -798365.687500 Penalty: 3162.625732
	Iteration 14Q: 3 clusters Score -798365.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -798469.437500 Penalty: 3162.625732
	Iteration 15Q: 3 clusters Score -798469.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -798579.437500 Penalty: 3162.625732
	Iteration 16Q: 3 clusters Score -798579.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -798694.375000 Penalty: 3162.625732
	Iteration 17Q: 3 clusters Score -798694.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -798789.687500 Penalty: 3162.625732
	Iteration 18Q: 3 clusters Score -798789.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -798881.062500 Penalty: 3162.625732
	Iteration 19Q: 3 clusters Score -798881.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -798952.625000 Penalty: 3162.625732
	Iteration 20F: 3 clusters Score -798952.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -799002.187500 Penalty: 3162.625732
	Iteration 21Q: 3 clusters Score -799002.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -799030.062500 Penalty: 3162.625732
	Iteration 22Q: 3 clusters Score -799030.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -799053.125000 Penalty: 3162.625732
	Iteration 23Q: 3 clusters Score -799053.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -799064.812500 Penalty: 3162.625732
	Iteration 24Q: 3 clusters Score -799064.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -799075.625000 Penalty: 3162.625732
	Iteration 25Q: 3 clusters Score -799075.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -799081.312500 Penalty: 3162.625732
	Iteration 26Q: 3 clusters Score -799081.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -799088.937500 Penalty: 3162.625732
	Iteration 27Q: 3 clusters Score -799088.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -799095.875000 Penalty: 3162.625732
	Iteration 28Q: 3 clusters Score -799095.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -799100.812500 Penalty: 3162.625732
	Iteration 29Q: 3 clusters Score -799100.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -799107.500000 Penalty: 3162.625732
	Iteration 30Q: 3 clusters Score -799107.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -799108.000000 Penalty: 3162.625732
	Iteration 31Q: 3 clusters Score -799108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -799112.000000 Penalty: 3162.625732
	Iteration 32Q: 3 clusters Score -799112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -799112.625000 Penalty: 3162.625732
	Iteration 33Q: 3 clusters Score -799112.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -799117.937500 Penalty: 3162.625732
	Iteration 34Q: 3 clusters Score -799117.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -799123.375000 Penalty: 3162.625732
	Iteration 35Q: 3 clusters Score -799123.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -799126.187500 Penalty: 3162.625732
	Iteration 36Q: 3 clusters Score -799126.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -799130.062500 Penalty: 3162.625732
	Iteration 37Q: 3 clusters Score -799130.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -799132.687500 Penalty: 3162.625732
	Iteration 38Q: 3 clusters Score -799132.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -799134.750000 Penalty: 3162.625732
	Iteration 39Q: 3 clusters Score -799134.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -799141.625000 Penalty: 3162.625732
	Iteration 40F: 3 clusters Score -799141.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -799145.500000 Penalty: 3162.625732
	Iteration 41Q: 3 clusters Score -799145.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -799147.312500 Penalty: 3162.625732
	Iteration 42Q: 3 clusters Score -799147.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -799152.312500 Penalty: 3162.625732
	Iteration 43Q: 3 clusters Score -799152.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -799157.562500 Penalty: 3162.625732
	Iteration 44Q: 3 clusters Score -799157.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -799162.875000 Penalty: 3162.625732
	Iteration 45Q: 3 clusters Score -799162.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -799173.312500 Penalty: 3162.625732
	Iteration 46Q: 3 clusters Score -799173.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -799189.500000 Penalty: 3162.625732
	Iteration 47Q: 3 clusters Score -799189.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -799212.500000 Penalty: 3162.625732
	Iteration 48Q: 3 clusters Score -799212.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -799232.875000 Penalty: 3162.625732
	Iteration 49Q: 3 clusters Score -799232.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -799251.250000 Penalty: 3162.625732
	Iteration 50Q: 3 clusters Score -799251.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -799266.000000 Penalty: 3162.625732
	Iteration 51Q: 3 clusters Score -799266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -799280.562500 Penalty: 3162.625732
	Iteration 52Q: 3 clusters Score -799280.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -799298.687500 Penalty: 3162.625732
	Iteration 53Q: 3 clusters Score -799298.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -799315.125000 Penalty: 3162.625732
	Iteration 54Q: 3 clusters Score -799315.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -799327.500000 Penalty: 3162.625732
	Iteration 55Q: 3 clusters Score -799327.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -799341.062500 Penalty: 3162.625732
	Iteration 56Q: 3 clusters Score -799341.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -799353.250000 Penalty: 3162.625732
	Iteration 57Q: 3 clusters Score -799353.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -799365.187500 Penalty: 3162.625732
	Iteration 58Q: 3 clusters Score -799365.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -799374.937500 Penalty: 3162.625732
	Iteration 59Q: 3 clusters Score -799374.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -799384.312500 Penalty: 3162.625732
	Iteration 60F: 3 clusters Score -799384.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -799391.812500 Penalty: 3162.625732
	Iteration 61Q: 3 clusters Score -799391.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -799399.687500 Penalty: 3162.625732
	Iteration 62Q: 3 clusters Score -799399.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -799410.000000 Penalty: 3162.625732
	Iteration 63Q: 3 clusters Score -799410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -799419.250000 Penalty: 3162.625732
	Iteration 64Q: 3 clusters Score -799419.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -799426.625000 Penalty: 3162.625732
	Iteration 65Q: 3 clusters Score -799426.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -799435.250000 Penalty: 3162.625732
	Iteration 66Q: 3 clusters Score -799435.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -799443.625000 Penalty: 3162.625732
	Iteration 67Q: 3 clusters Score -799443.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -799451.062500 Penalty: 3162.625732
	Iteration 68Q: 3 clusters Score -799451.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -799457.187500 Penalty: 3162.625732
	Iteration 69Q: 3 clusters Score -799457.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -799459.500000 Penalty: 3162.625732
	Iteration 70Q: 3 clusters Score -799459.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -799459.937500 Penalty: 3162.625732
	Iteration 71Q: 3 clusters Score -799459.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -799458.687500 Penalty: 3162.625732
	Iteration 72Q: 3 clusters Score -799458.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -799463.125000 Penalty: 3162.625732
	Iteration 73Q: 3 clusters Score -799463.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -799465.375000 Penalty: 3162.625732
	Iteration 74Q: 3 clusters Score -799465.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -799469.500000 Penalty: 3162.625732
	Iteration 75Q: 3 clusters Score -799469.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -799468.500000 Penalty: 3162.625732
	Iteration 76Q: 3 clusters Score -799468.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -799467.125000 Penalty: 3162.625732
	Iteration 77Q: 3 clusters Score -799467.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -799467.625000 Penalty: 3162.625732
	Iteration 78Q: 3 clusters Score -799467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -799467.125000 Penalty: 3162.625732
	Iteration 79Q: 3 clusters Score -799467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -799471.375000 Penalty: 3162.625732
	Iteration 80F: 3 clusters Score -799471.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -799472.687500 Penalty: 3162.625732
	Iteration 81Q: 3 clusters Score -799472.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -799473.250000 Penalty: 3162.625732
	Iteration 82Q: 3 clusters Score -799473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -799471.687500 Penalty: 3162.625732
	Iteration 83Q: 3 clusters Score -799471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -799472.437500 Penalty: 3162.625732
	Iteration 84Q: 3 clusters Score -799472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -799475.375000 Penalty: 3162.625732
	Iteration 85Q: 3 clusters Score -799475.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -799476.500000 Penalty: 3162.625732
	Iteration 86Q: 3 clusters Score -799476.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -799472.375000 Penalty: 3162.625732
	Iteration 87Q: 3 clusters Score -799472.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -799476.500000 Penalty: 3162.625732
	Iteration 88Q: 3 clusters Score -799476.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -799477.937500 Penalty: 3162.625732
	Iteration 89Q: 3 clusters Score -799477.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -799477.812500 Penalty: 3162.625732
	Iteration 90Q: 3 clusters Score -799477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -799477.062500 Penalty: 3162.625732
	Iteration 91Q: 3 clusters Score -799477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -799478.062500 Penalty: 3162.625732
	Iteration 92Q: 3 clusters Score -799478.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -799476.812500 Penalty: 3162.625732
	Iteration 93Q: 3 clusters Score -799476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -799476.375000 Penalty: 3162.625732
	Iteration 94Q: 3 clusters Score -799476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -799475.125000 Penalty: 3162.625732
	Iteration 95Q: 3 clusters Score -799475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -799477.937500 Penalty: 3162.625732
	Iteration 96Q: 3 clusters Score -799477.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -799475.875000 Penalty: 3162.625732
	Iteration 97Q: 3 clusters Score -799475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -799477.125000 Penalty: 3162.625732
	Iteration 98Q: 3 clusters Score -799477.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -799477.125000 Penalty: 3162.625732
	Iteration 99F: 3 clusters Score -799477.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Entering Unmasked Estep 
Score: -179518.343750 Penalty: 1329.756714
	Iteration 0F: 2 clusters Score -179518.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -176453.937500 Penalty: 2659.513428
	Iteration 0F: 3 clusters Score -176453.9 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -177234.046875 Penalty: 2659.513428
	Iteration 1F: 3 clusters Score -177234 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -177376.031250 Penalty: 2659.513428
	Iteration 2F: 3 clusters Score -177376 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -177453.828125 Penalty: 2659.513428
	Iteration 3Q: 3 clusters Score -177453.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -177506.546875 Penalty: 2659.513428
	Iteration 4Q: 3 clusters Score -177506.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -177543.187500 Penalty: 2659.513428
	Iteration 5Q: 3 clusters Score -177543.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -177583.687500 Penalty: 2659.513428
	Iteration 6Q: 3 clusters Score -177583.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -177635.421875 Penalty: 2659.513428
	Iteration 7Q: 3 clusters Score -177635.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -177667.500000 Penalty: 2659.513428
	Iteration 8Q: 3 clusters Score -177667.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -177696.687500 Penalty: 2659.513428
	Iteration 9Q: 3 clusters Score -177696.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -177716.906250 Penalty: 2659.513428
	Iteration 10Q: 3 clusters Score -177716.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -177740.312500 Penalty: 2659.513428
	Iteration 11Q: 3 clusters Score -177740.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -177765.984375 Penalty: 2659.513428
	Iteration 12Q: 3 clusters Score -177766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -177796.171875 Penalty: 2659.513428
	Iteration 13Q: 3 clusters Score -177796.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -177830.375000 Penalty: 2659.513428
	Iteration 14Q: 3 clusters Score -177830.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -177863.000000 Penalty: 2659.513428
	Iteration 15Q: 3 clusters Score -177863 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -177895.453125 Penalty: 2659.513428
	Iteration 16Q: 3 clusters Score -177895.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -177929.937500 Penalty: 2659.513428
	Iteration 17Q: 3 clusters Score -177929.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -177965.250000 Penalty: 2659.513428
	Iteration 18Q: 3 clusters Score -177965.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -178008.656250 Penalty: 2659.513428
	Iteration 19Q: 3 clusters Score -178008.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -178039.156250 Penalty: 2659.513428
	Iteration 20F: 3 clusters Score -178039.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -178073.546875 Penalty: 2659.513428
	Iteration 21Q: 3 clusters Score -178073.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -178110.156250 Penalty: 2659.513428
	Iteration 22Q: 3 clusters Score -178110.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -178143.500000 Penalty: 2659.513428
	Iteration 23Q: 3 clusters Score -178143.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -178167.734375 Penalty: 2659.513428
	Iteration 24Q: 3 clusters Score -178167.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -178186.953125 Penalty: 2659.513428
	Iteration 25Q: 3 clusters Score -178187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -178203.468750 Penalty: 2659.513428
	Iteration 26Q: 3 clusters Score -178203.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -178220.250000 Penalty: 2659.513428
	Iteration 27Q: 3 clusters Score -178220.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -178240.359375 Penalty: 2659.513428
	Iteration 28Q: 3 clusters Score -178240.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -178269.250000 Penalty: 2659.513428
	Iteration 29Q: 3 clusters Score -178269.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -178294.687500 Penalty: 2659.513428
	Iteration 30Q: 3 clusters Score -178294.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -178308.015625 Penalty: 2659.513428
	Iteration 31Q: 3 clusters Score -178308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -178312.781250 Penalty: 2659.513428
	Iteration 32Q: 3 clusters Score -178312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -178318.953125 Penalty: 2659.513428
	Iteration 33Q: 3 clusters Score -178319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -178325.140625 Penalty: 2659.513428
	Iteration 34Q: 3 clusters Score -178325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -178331.562500 Penalty: 2659.513428
	Iteration 35Q: 3 clusters Score -178331.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -178335.687500 Penalty: 2659.513428
	Iteration 36Q: 3 clusters Score -178335.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -178337.546875 Penalty: 2659.513428
	Iteration 37Q: 3 clusters Score -178337.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -178340.765625 Penalty: 2659.513428
	Iteration 38Q: 3 clusters Score -178340.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -178342.812500 Penalty: 2659.513428
	Iteration 39Q: 3 clusters Score -178342.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -178343.750000 Penalty: 2659.513428
	Iteration 40F: 3 clusters Score -178343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Entering Unmasked Estep 
Score: -656538.312500 Penalty: 1535.916748
	Iteration 0F: 2 clusters Score -656538.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -647618.562500 Penalty: 3071.833496
	Iteration 0F: 3 clusters Score -647618.6 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -650644.187500 Penalty: 3071.833496
	Iteration 1F: 3 clusters Score -650644.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -650942.5 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -651220.250000 Penalty: 3071.833496
	Iteration 3Q: 3 clusters Score -651220.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -651529.062500 Penalty: 3071.833496
	Iteration 4Q: 3 clusters Score -651529.1 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -651840.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -652157.625000 Penalty: 3071.833496
	Iteration 6Q: 3 clusters Score -652157.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -652545.062500 Penalty: 3071.833496
	Iteration 7Q: 3 clusters Score -652545.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -653024.062500 Penalty: 3071.833496
	Iteration 8F: 3 clusters Score -653024.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -653492.500000 Penalty: 3071.833496
	Iteration 9F: 3 clusters Score -653492.5 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -653909.687500 Penalty: 3071.833496
	Iteration 10Q: 3 clusters Score -653909.7 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -654219.375000 Penalty: 3071.833496
	Iteration 11Q: 3 clusters Score -654219.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -654375.000000 Penalty: 3071.833496
	Iteration 12Q: 3 clusters Score -654375 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -654470.437500 Penalty: 3071.833496
	Iteration 13Q: 3 clusters Score -654470.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -654530.625000 Penalty: 3071.833496
	Iteration 14Q: 3 clusters Score -654530.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -654582.125000 Penalty: 3071.833496
	Iteration 15Q: 3 clusters Score -654582.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -654633.312500 Penalty: 3071.833496
	Iteration 16Q: 3 clusters Score -654633.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -654676.000000 Penalty: 3071.833496
	Iteration 17Q: 3 clusters Score -654676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -654713.687500 Penalty: 3071.833496
	Iteration 18Q: 3 clusters Score -654713.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -654748.562500 Penalty: 3071.833496
	Iteration 19Q: 3 clusters Score -654748.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -654778.250000 Penalty: 3071.833496
	Iteration 20F: 3 clusters Score -654778.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -654796.625000 Penalty: 3071.833496
	Iteration 21Q: 3 clusters Score -654796.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -654810.875000 Penalty: 3071.833496
	Iteration 22Q: 3 clusters Score -654810.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -654820.000000 Penalty: 3071.833496
	Iteration 23Q: 3 clusters Score -654820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -654824.437500 Penalty: 3071.833496
	Iteration 24Q: 3 clusters Score -654824.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -654831.062500 Penalty: 3071.833496
	Iteration 25Q: 3 clusters Score -654831.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -654834.937500 Penalty: 3071.833496
	Iteration 26Q: 3 clusters Score -654834.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -654846.437500 Penalty: 3071.833496
	Iteration 27Q: 3 clusters Score -654846.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -654852.250000 Penalty: 3071.833496
	Iteration 28Q: 3 clusters Score -654852.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -654861.562500 Penalty: 3071.833496
	Iteration 29Q: 3 clusters Score -654861.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -654862.562500 Penalty: 3071.833496
	Iteration 30Q: 3 clusters Score -654862.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -654869.000000 Penalty: 3071.833496
	Iteration 31Q: 3 clusters Score -654869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -654872.562500 Penalty: 3071.833496
	Iteration 32Q: 3 clusters Score -654872.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -654877.937500 Penalty: 3071.833496
	Iteration 33Q: 3 clusters Score -654877.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -654878.000000 Penalty: 3071.833496
	Iteration 34Q: 3 clusters Score -654878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -654883.437500 Penalty: 3071.833496
	Iteration 35Q: 3 clusters Score -654883.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -654886.125000 Penalty: 3071.833496
	Iteration 36Q: 3 clusters Score -654886.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -654887.187500 Penalty: 3071.833496
	Iteration 37Q: 3 clusters Score -654887.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -654892.437500 Penalty: 3071.833496
	Iteration 38Q: 3 clusters Score -654892.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -654893.750000 Penalty: 3071.833496
	Iteration 39Q: 3 clusters Score -654893.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -654897.312500 Penalty: 3071.833496
	Iteration 40F: 3 clusters Score -654897.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -654900.562500 Penalty: 3071.833496
	Iteration 41Q: 3 clusters Score -654900.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -654904.875000 Penalty: 3071.833496
	Iteration 42Q: 3 clusters Score -654904.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -654909.000000 Penalty: 3071.833496
	Iteration 43Q: 3 clusters Score -654909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -654914.062500 Penalty: 3071.833496
	Iteration 44Q: 3 clusters Score -654914.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -654918.875000 Penalty: 3071.833496
	Iteration 45Q: 3 clusters Score -654918.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -654923.562500 Penalty: 3071.833496
	Iteration 46Q: 3 clusters Score -654923.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -654930.937500 Penalty: 3071.833496
	Iteration 47Q: 3 clusters Score -654930.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -654941.687500 Penalty: 3071.833496
	Iteration 48Q: 3 clusters Score -654941.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -654948.375000 Penalty: 3071.833496
	Iteration 49Q: 3 clusters Score -654948.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -654957.875000 Penalty: 3071.833496
	Iteration 50Q: 3 clusters Score -654957.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -654965.437500 Penalty: 3071.833496
	Iteration 51Q: 3 clusters Score -654965.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -654974.500000 Penalty: 3071.833496
	Iteration 52Q: 3 clusters Score -654974.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -654984.625000 Penalty: 3071.833496
	Iteration 53Q: 3 clusters Score -654984.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -654994.500000 Penalty: 3071.833496
	Iteration 54Q: 3 clusters Score -654994.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -655001.062500 Penalty: 3071.833496
	Iteration 55Q: 3 clusters Score -655001.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -655005.562500 Penalty: 3071.833496
	Iteration 56Q: 3 clusters Score -655005.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -655011.125000 Penalty: 3071.833496
	Iteration 57Q: 3 clusters Score -655011.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -655019.125000 Penalty: 3071.833496
	Iteration 58Q: 3 clusters Score -655019.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -655020.312500 Penalty: 3071.833496
	Iteration 59Q: 3 clusters Score -655020.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -655026.375000 Penalty: 3071.833496
	Iteration 60F: 3 clusters Score -655026.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -655028.937500 Penalty: 3071.833496
	Iteration 61Q: 3 clusters Score -655028.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -655032.812500 Penalty: 3071.833496
	Iteration 62Q: 3 clusters Score -655032.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -655042.250000 Penalty: 3071.833496
	Iteration 63Q: 3 clusters Score -655042.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -655047.312500 Penalty: 3071.833496
	Iteration 64Q: 3 clusters Score -655047.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -655050.125000 Penalty: 3071.833496
	Iteration 65Q: 3 clusters Score -655050.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -655056.750000 Penalty: 3071.833496
	Iteration 66Q: 3 clusters Score -655056.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -655060.000000 Penalty: 3071.833496
	Iteration 67Q: 3 clusters Score -655060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -655063.875000 Penalty: 3071.833496
	Iteration 68Q: 3 clusters Score -655063.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -655072.750000 Penalty: 3071.833496
	Iteration 69Q: 3 clusters Score -655072.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -655077.125000 Penalty: 3071.833496
	Iteration 70Q: 3 clusters Score -655077.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -655082.750000 Penalty: 3071.833496
	Iteration 71Q: 3 clusters Score -655082.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -655086.312500 Penalty: 3071.833496
	Iteration 72Q: 3 clusters Score -655086.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -655089.875000 Penalty: 3071.833496
	Iteration 73Q: 3 clusters Score -655089.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -655094.125000 Penalty: 3071.833496
	Iteration 74Q: 3 clusters Score -655094.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -655098.750000 Penalty: 3071.833496
	Iteration 75Q: 3 clusters Score -655098.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -655101.562500 Penalty: 3071.833496
	Iteration 76Q: 3 clusters Score -655101.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -655104.000000 Penalty: 3071.833496
	Iteration 77Q: 3 clusters Score -655104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -655106.000000 Penalty: 3071.833496
	Iteration 78Q: 3 clusters Score -655106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -655111.187500 Penalty: 3071.833496
	Iteration 79Q: 3 clusters Score -655111.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -655112.437500 Penalty: 3071.833496
	Iteration 80F: 3 clusters Score -655112.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -655116.437500 Penalty: 3071.833496
	Iteration 81Q: 3 clusters Score -655116.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -655118.375000 Penalty: 3071.833496
	Iteration 82Q: 3 clusters Score -655118.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -655119.625000 Penalty: 3071.833496
	Iteration 83Q: 3 clusters Score -655119.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -655123.875000 Penalty: 3071.833496
	Iteration 84Q: 3 clusters Score -655123.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -655127.937500 Penalty: 3071.833496
	Iteration 85Q: 3 clusters Score -655127.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -655132.437500 Penalty: 3071.833496
	Iteration 86Q: 3 clusters Score -655132.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -655136.875000 Penalty: 3071.833496
	Iteration 87Q: 3 clusters Score -655136.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -655140.750000 Penalty: 3071.833496
	Iteration 88Q: 3 clusters Score -655140.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -655141.500000 Penalty: 3071.833496
	Iteration 89Q: 3 clusters Score -655141.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -655143.375000 Penalty: 3071.833496
	Iteration 90Q: 3 clusters Score -655143.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -655145.000000 Penalty: 3071.833496
	Iteration 91Q: 3 clusters Score -655145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -655145.937500 Penalty: 3071.833496
	Iteration 92Q: 3 clusters Score -655145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -655150.000000 Penalty: 3071.833496
	Iteration 93Q: 3 clusters Score -655150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -655152.750000 Penalty: 3071.833496
	Iteration 94Q: 3 clusters Score -655152.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -655154.750000 Penalty: 3071.833496
	Iteration 95Q: 3 clusters Score -655154.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -655156.750000 Penalty: 3071.833496
	Iteration 96Q: 3 clusters Score -655156.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -655159.500000 Penalty: 3071.833496
	Iteration 97Q: 3 clusters Score -655159.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -655160.312500 Penalty: 3071.833496
	Iteration 98Q: 3 clusters Score -655160.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -655162.062500 Penalty: 3071.833496
	Iteration 99Q: 3 clusters Score -655162.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -655162.187500 Penalty: 3071.833496
	Iteration 100F: 3 clusters Score -655162.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -655163.562500 Penalty: 3071.833496
	Iteration 101Q: 3 clusters Score -655163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -655163.562500 Penalty: 3071.833496
	Iteration 102Q: 3 clusters Score -655163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -655164.437500 Penalty: 3071.833496
	Iteration 103Q: 3 clusters Score -655164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -655165.250000 Penalty: 3071.833496
	Iteration 104Q: 3 clusters Score -655165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -655167.687500 Penalty: 3071.833496
	Iteration 105Q: 3 clusters Score -655167.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -655170.125000 Penalty: 3071.833496
	Iteration 106Q: 3 clusters Score -655170.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -655173.625000 Penalty: 3071.833496
	Iteration 107Q: 3 clusters Score -655173.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -655176.000000 Penalty: 3071.833496
	Iteration 108Q: 3 clusters Score -655176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -655180.000000 Penalty: 3071.833496
	Iteration 109Q: 3 clusters Score -655180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -655185.500000 Penalty: 3071.833496
	Iteration 110Q: 3 clusters Score -655185.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -655186.125000 Penalty: 3071.833496
	Iteration 111Q: 3 clusters Score -655186.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -655186.937500 Penalty: 3071.833496
	Iteration 112Q: 3 clusters Score -655186.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -655187.875000 Penalty: 3071.833496
	Iteration 113Q: 3 clusters Score -655187.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -655191.750000 Penalty: 3071.833496
	Iteration 114Q: 3 clusters Score -655191.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -655197.687500 Penalty: 3071.833496
	Iteration 115Q: 3 clusters Score -655197.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -655202.625000 Penalty: 3071.833496
	Iteration 116Q: 3 clusters Score -655202.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -655204.125000 Penalty: 3071.833496
	Iteration 117Q: 3 clusters Score -655204.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -655206.000000 Penalty: 3071.833496
	Iteration 118Q: 3 clusters Score -655206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -655208.937500 Penalty: 3071.833496
	Iteration 119Q: 3 clusters Score -655208.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -655211.062500 Penalty: 3071.833496
	Iteration 120F: 3 clusters Score -655211.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -655212.562500 Penalty: 3071.833496
	Iteration 121Q: 3 clusters Score -655212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -655215.437500 Penalty: 3071.833496
	Iteration 122Q: 3 clusters Score -655215.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -655216.437500 Penalty: 3071.833496
	Iteration 123Q: 3 clusters Score -655216.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -655218.687500 Penalty: 3071.833496
	Iteration 124Q: 3 clusters Score -655218.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -655219.437500 Penalty: 3071.833496
	Iteration 125Q: 3 clusters Score -655219.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -655221.250000 Penalty: 3071.833496
	Iteration 126Q: 3 clusters Score -655221.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -655221.812500 Penalty: 3071.833496
	Iteration 127Q: 3 clusters Score -655221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -655221.437500 Penalty: 3071.833496
	Iteration 128Q: 3 clusters Score -655221.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -655220.875000 Penalty: 3071.833496
	Iteration 129Q: 3 clusters Score -655220.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -655220.437500 Penalty: 3071.833496
	Iteration 130Q: 3 clusters Score -655220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -655220.437500 Penalty: 3071.833496
	Iteration 131F: 3 clusters Score -655220.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Entering Unmasked Estep 
Score: -381237.812500 Penalty: 1463.836426
	Iteration 0F: 2 clusters Score -381237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -375247.843750 Penalty: 2927.672852
	Iteration 0F: 3 clusters Score -375247.8 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -377150.750000 Penalty: 2927.672852
	Iteration 1F: 3 clusters Score -377150.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -377380.187500 Penalty: 2927.672852
	Iteration 2F: 3 clusters Score -377380.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -377543.093750 Penalty: 2927.672852
	Iteration 3Q: 3 clusters Score -377543.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -377672.718750 Penalty: 2927.672852
	Iteration 4Q: 3 clusters Score -377672.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -377787.125000 Penalty: 2927.672852
	Iteration 5Q: 3 clusters Score -377787.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -377883.625000 Penalty: 2927.672852
	Iteration 6Q: 3 clusters Score -377883.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -377981.562500 Penalty: 2927.672852
	Iteration 7Q: 3 clusters Score -377981.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -378108.312500 Penalty: 2927.672852
	Iteration 8Q: 3 clusters Score -378108.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -378280.281250 Penalty: 2927.672852
	Iteration 9Q: 3 clusters Score -378280.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -378469.062500 Penalty: 2927.672852
	Iteration 10Q: 3 clusters Score -378469.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -378704.343750 Penalty: 2927.672852
	Iteration 11Q: 3 clusters Score -378704.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -378955.562500 Penalty: 2927.672852
	Iteration 12Q: 3 clusters Score -378955.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -379208.343750 Penalty: 2927.672852
	Iteration 13Q: 3 clusters Score -379208.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -379461.062500 Penalty: 2927.672852
	Iteration 14Q: 3 clusters Score -379461.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -379674.843750 Penalty: 2927.672852
	Iteration 15Q: 3 clusters Score -379674.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -379812.750000 Penalty: 2927.672852
	Iteration 16Q: 3 clusters Score -379812.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -379931.968750 Penalty: 2927.672852
	Iteration 17Q: 3 clusters Score -379932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -380009.718750 Penalty: 2927.672852
	Iteration 18Q: 3 clusters Score -380009.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -380071.437500 Penalty: 2927.672852
	Iteration 19Q: 3 clusters Score -380071.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -380119.812500 Penalty: 2927.672852
	Iteration 20F: 3 clusters Score -380119.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -380150.500000 Penalty: 2927.672852
	Iteration 21Q: 3 clusters Score -380150.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -380165.875000 Penalty: 2927.672852
	Iteration 22Q: 3 clusters Score -380165.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -380172.062500 Penalty: 2927.672852
	Iteration 23Q: 3 clusters Score -380172.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -380178.812500 Penalty: 2927.672852
	Iteration 24Q: 3 clusters Score -380178.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -380181.312500 Penalty: 2927.672852
	Iteration 25Q: 3 clusters Score -380181.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -380186.781250 Penalty: 2927.672852
	Iteration 26Q: 3 clusters Score -380186.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -380187.937500 Penalty: 2927.672852
	Iteration 27Q: 3 clusters Score -380187.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -380190.750000 Penalty: 2927.672852
	Iteration 28Q: 3 clusters Score -380190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -380192.062500 Penalty: 2927.672852
	Iteration 29Q: 3 clusters Score -380192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -380192.937500 Penalty: 2927.672852
	Iteration 30Q: 3 clusters Score -380192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -380194.468750 Penalty: 2927.672852
	Iteration 31Q: 3 clusters Score -380194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -380194.468750 Penalty: 2927.672852
	Iteration 32F: 3 clusters Score -380194.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Entering Unmasked Estep 
Score: -1386459.875000 Penalty: 1659.330811
	Iteration 0F: 2 clusters Score -1386460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1368039.625000 Penalty: 3318.661621
	Iteration 0F: 3 clusters Score -1368040 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1374951.500000 Penalty: 3318.661621
	Iteration 1F: 3 clusters Score -1374952 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1375324.875000 Penalty: 3318.661621
	Iteration 2Q: 3 clusters Score -1375325 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1375726.875000 Penalty: 3318.661621
	Iteration 3Q: 3 clusters Score -1375727 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -1376285.375000 Penalty: 3318.661621
	Iteration 4Q: 3 clusters Score -1376285 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1377065.250000 Penalty: 3318.661621
	Iteration 5F: 3 clusters Score -1377065 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1378147.250000 Penalty: 3318.661621
	Iteration 6F: 3 clusters Score -1378147 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1379540.500000 Penalty: 3318.661621
	Iteration 7F: 3 clusters Score -1379540 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1381125.625000 Penalty: 3318.661621
	Iteration 8F: 3 clusters Score -1381126 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -1382418.375000 Penalty: 3318.661621
	Iteration 9F: 3 clusters Score -1382418 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -1383308.625000 Penalty: 3318.661621
	Iteration 10Q: 3 clusters Score -1383309 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -1383800.750000 Penalty: 3318.661621
	Iteration 11Q: 3 clusters Score -1383801 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -1384082.375000 Penalty: 3318.661621
	Iteration 12Q: 3 clusters Score -1384082 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -1384264.875000 Penalty: 3318.661621
	Iteration 13Q: 3 clusters Score -1384265 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -1384372.375000 Penalty: 3318.661621
	Iteration 14Q: 3 clusters Score -1384372 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -1384444.750000 Penalty: 3318.661621
	Iteration 15Q: 3 clusters Score -1384445 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -1384511.000000 Penalty: 3318.661621
	Iteration 16Q: 3 clusters Score -1384511 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -1384551.250000 Penalty: 3318.661621
	Iteration 17Q: 3 clusters Score -1384551 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -1384593.250000 Penalty: 3318.661621
	Iteration 18Q: 3 clusters Score -1384593 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -1384618.875000 Penalty: 3318.661621
	Iteration 19Q: 3 clusters Score -1384619 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -1384647.875000 Penalty: 3318.661621
	Iteration 20F: 3 clusters Score -1384648 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -1384678.375000 Penalty: 3318.661621
	Iteration 21Q: 3 clusters Score -1384678 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -1384701.250000 Penalty: 3318.661621
	Iteration 22Q: 3 clusters Score -1384701 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -1384721.875000 Penalty: 3318.661621
	Iteration 23Q: 3 clusters Score -1384722 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -1384749.250000 Penalty: 3318.661621
	Iteration 24Q: 3 clusters Score -1384749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -1384758.000000 Penalty: 3318.661621
	Iteration 25Q: 3 clusters Score -1384758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -1384779.125000 Penalty: 3318.661621
	Iteration 26Q: 3 clusters Score -1384779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -1384800.000000 Penalty: 3318.661621
	Iteration 27Q: 3 clusters Score -1384800 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -1384824.000000 Penalty: 3318.661621
	Iteration 28Q: 3 clusters Score -1384824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -1384848.000000 Penalty: 3318.661621
	Iteration 29Q: 3 clusters Score -1384848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -1384872.375000 Penalty: 3318.661621
	Iteration 30Q: 3 clusters Score -1384872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -1384887.000000 Penalty: 3318.661621
	Iteration 31Q: 3 clusters Score -1384887 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1384911.375000 Penalty: 3318.661621
	Iteration 32Q: 3 clusters Score -1384911 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -1384923.500000 Penalty: 3318.661621
	Iteration 33Q: 3 clusters Score -1384924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -1384938.250000 Penalty: 3318.661621
	Iteration 34Q: 3 clusters Score -1384938 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -1384948.875000 Penalty: 3318.661621
	Iteration 35Q: 3 clusters Score -1384949 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -1384952.625000 Penalty: 3318.661621
	Iteration 36Q: 3 clusters Score -1384953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -1384964.125000 Penalty: 3318.661621
	Iteration 37Q: 3 clusters Score -1384964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -1384972.000000 Penalty: 3318.661621
	Iteration 38Q: 3 clusters Score -1384972 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -1384983.625000 Penalty: 3318.661621
	Iteration 39Q: 3 clusters Score -1384984 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -1384988.375000 Penalty: 3318.661621
	Iteration 40F: 3 clusters Score -1384988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -1384996.875000 Penalty: 3318.661621
	Iteration 41Q: 3 clusters Score -1384997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -1384998.875000 Penalty: 3318.661621
	Iteration 42Q: 3 clusters Score -1384999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -1385008.000000 Penalty: 3318.661621
	Iteration 43Q: 3 clusters Score -1385008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -1385011.625000 Penalty: 3318.661621
	Iteration 44Q: 3 clusters Score -1385012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -1385020.625000 Penalty: 3318.661621
	Iteration 45Q: 3 clusters Score -1385021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -1385032.625000 Penalty: 3318.661621
	Iteration 46Q: 3 clusters Score -1385033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -1385037.000000 Penalty: 3318.661621
	Iteration 47Q: 3 clusters Score -1385037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -1385045.500000 Penalty: 3318.661621
	Iteration 48Q: 3 clusters Score -1385046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -1385049.375000 Penalty: 3318.661621
	Iteration 49Q: 3 clusters Score -1385049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -1385062.500000 Penalty: 3318.661621
	Iteration 50Q: 3 clusters Score -1385062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -1385064.875000 Penalty: 3318.661621
	Iteration 51Q: 3 clusters Score -1385065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -1385069.125000 Penalty: 3318.661621
	Iteration 52Q: 3 clusters Score -1385069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -1385073.625000 Penalty: 3318.661621
	Iteration 53Q: 3 clusters Score -1385074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -1385079.625000 Penalty: 3318.661621
	Iteration 54Q: 3 clusters Score -1385080 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -1385085.125000 Penalty: 3318.661621
	Iteration 55Q: 3 clusters Score -1385085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -1385091.875000 Penalty: 3318.661621
	Iteration 56Q: 3 clusters Score -1385092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -1385093.375000 Penalty: 3318.661621
	Iteration 57Q: 3 clusters Score -1385093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -1385103.875000 Penalty: 3318.661621
	Iteration 58Q: 3 clusters Score -1385104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -1385113.000000 Penalty: 3318.661621
	Iteration 59Q: 3 clusters Score -1385113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -1385122.375000 Penalty: 3318.661621
	Iteration 60F: 3 clusters Score -1385122 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -1385127.375000 Penalty: 3318.661621
	Iteration 61Q: 3 clusters Score -1385127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -1385139.500000 Penalty: 3318.661621
	Iteration 62Q: 3 clusters Score -1385140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -1385144.875000 Penalty: 3318.661621
	Iteration 63Q: 3 clusters Score -1385145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -1385146.500000 Penalty: 3318.661621
	Iteration 64Q: 3 clusters Score -1385146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -1385155.000000 Penalty: 3318.661621
	Iteration 65Q: 3 clusters Score -1385155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -1385156.625000 Penalty: 3318.661621
	Iteration 66Q: 3 clusters Score -1385157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -1385157.625000 Penalty: 3318.661621
	Iteration 67Q: 3 clusters Score -1385158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -1385164.500000 Penalty: 3318.661621
	Iteration 68Q: 3 clusters Score -1385164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -1385170.625000 Penalty: 3318.661621
	Iteration 69Q: 3 clusters Score -1385171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -1385171.750000 Penalty: 3318.661621
	Iteration 70Q: 3 clusters Score -1385172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -1385177.750000 Penalty: 3318.661621
	Iteration 71Q: 3 clusters Score -1385178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -1385177.250000 Penalty: 3318.661621
	Iteration 72Q: 3 clusters Score -1385177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -1385181.000000 Penalty: 3318.661621
	Iteration 73Q: 3 clusters Score -1385181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -1385181.750000 Penalty: 3318.661621
	Iteration 74Q: 3 clusters Score -1385182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -1385179.625000 Penalty: 3318.661621
	Iteration 75Q: 3 clusters Score -1385180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -1385186.875000 Penalty: 3318.661621
	Iteration 76Q: 3 clusters Score -1385187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -1385190.250000 Penalty: 3318.661621
	Iteration 77Q: 3 clusters Score -1385190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -1385195.750000 Penalty: 3318.661621
	Iteration 78Q: 3 clusters Score -1385196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -1385200.000000 Penalty: 3318.661621
	Iteration 79Q: 3 clusters Score -1385200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -1385203.875000 Penalty: 3318.661621
	Iteration 80F: 3 clusters Score -1385204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -1385205.125000 Penalty: 3318.661621
	Iteration 81Q: 3 clusters Score -1385205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -1385204.750000 Penalty: 3318.661621
	Iteration 82Q: 3 clusters Score -1385205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -1385212.375000 Penalty: 3318.661621
	Iteration 83Q: 3 clusters Score -1385212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -1385217.125000 Penalty: 3318.661621
	Iteration 84Q: 3 clusters Score -1385217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -1385221.000000 Penalty: 3318.661621
	Iteration 85Q: 3 clusters Score -1385221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -1385221.750000 Penalty: 3318.661621
	Iteration 86Q: 3 clusters Score -1385222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -1385226.125000 Penalty: 3318.661621
	Iteration 87Q: 3 clusters Score -1385226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -1385228.125000 Penalty: 3318.661621
	Iteration 88Q: 3 clusters Score -1385228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -1385232.250000 Penalty: 3318.661621
	Iteration 89Q: 3 clusters Score -1385232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -1385233.250000 Penalty: 3318.661621
	Iteration 90Q: 3 clusters Score -1385233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -1385235.750000 Penalty: 3318.661621
	Iteration 91Q: 3 clusters Score -1385236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -1385234.625000 Penalty: 3318.661621
	Iteration 92Q: 3 clusters Score -1385235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -1385235.500000 Penalty: 3318.661621
	Iteration 93Q: 3 clusters Score -1385236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -1385235.625000 Penalty: 3318.661621
	Iteration 94Q: 3 clusters Score -1385236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -1385234.250000 Penalty: 3318.661621
	Iteration 95Q: 3 clusters Score -1385234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -1385234.875000 Penalty: 3318.661621
	Iteration 96Q: 3 clusters Score -1385235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -1385235.875000 Penalty: 3318.661621
	Iteration 97Q: 3 clusters Score -1385236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -1385236.375000 Penalty: 3318.661621
	Iteration 98Q: 3 clusters Score -1385236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -1385237.250000 Penalty: 3318.661621
	Iteration 99Q: 3 clusters Score -1385237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -1385240.250000 Penalty: 3318.661621
	Iteration 100F: 3 clusters Score -1385240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -1385240.000000 Penalty: 3318.661621
	Iteration 101Q: 3 clusters Score -1385240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -1385243.125000 Penalty: 3318.661621
	Iteration 102Q: 3 clusters Score -1385243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -1385241.500000 Penalty: 3318.661621
	Iteration 103Q: 3 clusters Score -1385242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -1385242.625000 Penalty: 3318.661621
	Iteration 104Q: 3 clusters Score -1385243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -1385245.500000 Penalty: 3318.661621
	Iteration 105Q: 3 clusters Score -1385246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -1385247.000000 Penalty: 3318.661621
	Iteration 106Q: 3 clusters Score -1385247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -1385247.125000 Penalty: 3318.661621
	Iteration 107Q: 3 clusters Score -1385247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -1385245.250000 Penalty: 3318.661621
	Iteration 108Q: 3 clusters Score -1385245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -1385248.250000 Penalty: 3318.661621
	Iteration 109Q: 3 clusters Score -1385248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -1385247.750000 Penalty: 3318.661621
	Iteration 110Q: 3 clusters Score -1385248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -1385245.500000 Penalty: 3318.661621
	Iteration 111Q: 3 clusters Score -1385246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -1385245.500000 Penalty: 3318.661621
	Iteration 112F: 3 clusters Score -1385246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -183970.234375 Penalty: 1363.418579
	Iteration 0F: 2 clusters Score -183970.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -180374.515625 Penalty: 2726.837158
	Iteration 0F: 3 clusters Score -180374.5 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -181323.234375 Penalty: 2726.837158
	Iteration 1F: 3 clusters Score -181323.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -181485.343750 Penalty: 2726.837158
	Iteration 2F: 3 clusters Score -181485.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -181609.296875 Penalty: 2726.837158
	Iteration 3F: 3 clusters Score -181609.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -181730.312500 Penalty: 2726.837158
	Iteration 4Q: 3 clusters Score -181730.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -181834.453125 Penalty: 2726.837158
	Iteration 5Q: 3 clusters Score -181834.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -181913.250000 Penalty: 2726.837158
	Iteration 6Q: 3 clusters Score -181913.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -181980.312500 Penalty: 2726.837158
	Iteration 7Q: 3 clusters Score -181980.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -182027.843750 Penalty: 2726.837158
	Iteration 8Q: 3 clusters Score -182027.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -182069.359375 Penalty: 2726.837158
	Iteration 9Q: 3 clusters Score -182069.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -182108.500000 Penalty: 2726.837158
	Iteration 10Q: 3 clusters Score -182108.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -182144.468750 Penalty: 2726.837158
	Iteration 11Q: 3 clusters Score -182144.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -182185.406250 Penalty: 2726.837158
	Iteration 12Q: 3 clusters Score -182185.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -182240.468750 Penalty: 2726.837158
	Iteration 13Q: 3 clusters Score -182240.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -182299.343750 Penalty: 2726.837158
	Iteration 14Q: 3 clusters Score -182299.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -182355.109375 Penalty: 2726.837158
	Iteration 15Q: 3 clusters Score -182355.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -182406.890625 Penalty: 2726.837158
	Iteration 16Q: 3 clusters Score -182406.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -182455.531250 Penalty: 2726.837158
	Iteration 17Q: 3 clusters Score -182455.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -182512.046875 Penalty: 2726.837158
	Iteration 18Q: 3 clusters Score -182512 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -182564.046875 Penalty: 2726.837158
	Iteration 19Q: 3 clusters Score -182564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -182613.703125 Penalty: 2726.837158
	Iteration 20F: 3 clusters Score -182613.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -182653.609375 Penalty: 2726.837158
	Iteration 21Q: 3 clusters Score -182653.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -182682.765625 Penalty: 2726.837158
	Iteration 22Q: 3 clusters Score -182682.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -182713.890625 Penalty: 2726.837158
	Iteration 23Q: 3 clusters Score -182713.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -182746.859375 Penalty: 2726.837158
	Iteration 24Q: 3 clusters Score -182746.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -182768.640625 Penalty: 2726.837158
	Iteration 25Q: 3 clusters Score -182768.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -182788.906250 Penalty: 2726.837158
	Iteration 26Q: 3 clusters Score -182788.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -182810.250000 Penalty: 2726.837158
	Iteration 27Q: 3 clusters Score -182810.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -182827.890625 Penalty: 2726.837158
	Iteration 28Q: 3 clusters Score -182827.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -182844.328125 Penalty: 2726.837158
	Iteration 29Q: 3 clusters Score -182844.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -182858.828125 Penalty: 2726.837158
	Iteration 30Q: 3 clusters Score -182858.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -182868.921875 Penalty: 2726.837158
	Iteration 31Q: 3 clusters Score -182868.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -182877.406250 Penalty: 2726.837158
	Iteration 32Q: 3 clusters Score -182877.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -182885.437500 Penalty: 2726.837158
	Iteration 33Q: 3 clusters Score -182885.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -182889.187500 Penalty: 2726.837158
	Iteration 34Q: 3 clusters Score -182889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -182891.359375 Penalty: 2726.837158
	Iteration 35Q: 3 clusters Score -182891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -182892.140625 Penalty: 2726.837158
	Iteration 36Q: 3 clusters Score -182892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -182893.140625 Penalty: 2726.837158
	Iteration 37Q: 3 clusters Score -182893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -182893.562500 Penalty: 2726.837158
	Iteration 38Q: 3 clusters Score -182893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -182894.359375 Penalty: 2726.837158
	Iteration 39Q: 3 clusters Score -182894.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -182894.359375 Penalty: 2726.837158
	Iteration 40F: 3 clusters Score -182894.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Entering Unmasked Estep 
Score: -281981.593750 Penalty: 1414.427612
	Iteration 0F: 2 clusters Score -281981.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -277363.093750 Penalty: 2828.855225
	Iteration 0F: 3 clusters Score -277363.1 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -278664.343750 Penalty: 2828.855225
	Iteration 1F: 3 clusters Score -278664.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -278902.187500 Penalty: 2828.855225
	Iteration 2F: 3 clusters Score -278902.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -279118.625000 Penalty: 2828.855225
	Iteration 3F: 3 clusters Score -279118.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -279343.437500 Penalty: 2828.855225
	Iteration 4F: 3 clusters Score -279343.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -279603.156250 Penalty: 2828.855225
	Iteration 5F: 3 clusters Score -279603.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -279870.156250 Penalty: 2828.855225
	Iteration 6F: 3 clusters Score -279870.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -280133.875000 Penalty: 2828.855225
	Iteration 7F: 3 clusters Score -280133.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -280381.312500 Penalty: 2828.855225
	Iteration 8F: 3 clusters Score -280381.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -280631.937500 Penalty: 2828.855225
	Iteration 9F: 3 clusters Score -280631.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -280844.843750 Penalty: 2828.855225
	Iteration 10Q: 3 clusters Score -280844.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -281006.250000 Penalty: 2828.855225
	Iteration 11Q: 3 clusters Score -281006.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -281112.687500 Penalty: 2828.855225
	Iteration 12Q: 3 clusters Score -281112.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -281200.218750 Penalty: 2828.855225
	Iteration 13Q: 3 clusters Score -281200.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -281260.187500 Penalty: 2828.855225
	Iteration 14Q: 3 clusters Score -281260.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -281290.312500 Penalty: 2828.855225
	Iteration 15Q: 3 clusters Score -281290.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -281314.687500 Penalty: 2828.855225
	Iteration 16Q: 3 clusters Score -281314.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -281334.093750 Penalty: 2828.855225
	Iteration 17Q: 3 clusters Score -281334.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -281346.500000 Penalty: 2828.855225
	Iteration 18Q: 3 clusters Score -281346.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -281357.937500 Penalty: 2828.855225
	Iteration 19Q: 3 clusters Score -281357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -281367.718750 Penalty: 2828.855225
	Iteration 20F: 3 clusters Score -281367.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -281375.843750 Penalty: 2828.855225
	Iteration 21Q: 3 clusters Score -281375.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -281381.343750 Penalty: 2828.855225
	Iteration 22Q: 3 clusters Score -281381.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -281383.250000 Penalty: 2828.855225
	Iteration 23Q: 3 clusters Score -281383.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -281384.406250 Penalty: 2828.855225
	Iteration 24Q: 3 clusters Score -281384.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -281384.406250 Penalty: 2828.855225
	Iteration 25F: 3 clusters Score -281384.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Entering Unmasked Estep 
Score: -186858.671875 Penalty: 1327.379028
	Iteration 0F: 2 clusters Score -186858.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -183791.453125 Penalty: 2654.758057
	Iteration 0F: 3 clusters Score -183791.5 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -184499.437500 Penalty: 2654.758057
	Iteration 1F: 3 clusters Score -184499.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -184657.171875 Penalty: 2654.758057
	Iteration 2F: 3 clusters Score -184657.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -184756.500000 Penalty: 2654.758057
	Iteration 3F: 3 clusters Score -184756.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -184833.421875 Penalty: 2654.758057
	Iteration 4Q: 3 clusters Score -184833.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -184883.812500 Penalty: 2654.758057
	Iteration 5Q: 3 clusters Score -184883.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -184920.734375 Penalty: 2654.758057
	Iteration 6Q: 3 clusters Score -184920.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -184965.484375 Penalty: 2654.758057
	Iteration 7Q: 3 clusters Score -184965.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -185022.203125 Penalty: 2654.758057
	Iteration 8Q: 3 clusters Score -185022.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -185071.937500 Penalty: 2654.758057
	Iteration 9Q: 3 clusters Score -185071.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -185113.593750 Penalty: 2654.758057
	Iteration 10Q: 3 clusters Score -185113.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -185155.265625 Penalty: 2654.758057
	Iteration 11Q: 3 clusters Score -185155.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -185197.421875 Penalty: 2654.758057
	Iteration 12Q: 3 clusters Score -185197.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -185245.187500 Penalty: 2654.758057
	Iteration 13Q: 3 clusters Score -185245.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -185291.921875 Penalty: 2654.758057
	Iteration 14Q: 3 clusters Score -185291.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -185322.625000 Penalty: 2654.758057
	Iteration 15Q: 3 clusters Score -185322.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -185347.468750 Penalty: 2654.758057
	Iteration 16Q: 3 clusters Score -185347.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -185380.375000 Penalty: 2654.758057
	Iteration 17Q: 3 clusters Score -185380.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185407.875000 Penalty: 2654.758057
	Iteration 18Q: 3 clusters Score -185407.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -185439.140625 Penalty: 2654.758057
	Iteration 19Q: 3 clusters Score -185439.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -185470.796875 Penalty: 2654.758057
	Iteration 20F: 3 clusters Score -185470.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -185498.265625 Penalty: 2654.758057
	Iteration 21Q: 3 clusters Score -185498.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -185516.156250 Penalty: 2654.758057
	Iteration 22Q: 3 clusters Score -185516.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -185536.171875 Penalty: 2654.758057
	Iteration 23Q: 3 clusters Score -185536.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -185554.046875 Penalty: 2654.758057
	Iteration 24Q: 3 clusters Score -185554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -185572.406250 Penalty: 2654.758057
	Iteration 25Q: 3 clusters Score -185572.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -185589.640625 Penalty: 2654.758057
	Iteration 26Q: 3 clusters Score -185589.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -185606.546875 Penalty: 2654.758057
	Iteration 27Q: 3 clusters Score -185606.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -185614.718750 Penalty: 2654.758057
	Iteration 28Q: 3 clusters Score -185614.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -185621.421875 Penalty: 2654.758057
	Iteration 29Q: 3 clusters Score -185621.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -185631.312500 Penalty: 2654.758057
	Iteration 30Q: 3 clusters Score -185631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -185640.078125 Penalty: 2654.758057
	Iteration 31Q: 3 clusters Score -185640.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -185647.109375 Penalty: 2654.758057
	Iteration 32Q: 3 clusters Score -185647.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -185652.765625 Penalty: 2654.758057
	Iteration 33Q: 3 clusters Score -185652.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -185661.546875 Penalty: 2654.758057
	Iteration 34Q: 3 clusters Score -185661.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -185668.890625 Penalty: 2654.758057
	Iteration 35Q: 3 clusters Score -185668.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -185673.031250 Penalty: 2654.758057
	Iteration 36Q: 3 clusters Score -185673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -185681.390625 Penalty: 2654.758057
	Iteration 37Q: 3 clusters Score -185681.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -185693.250000 Penalty: 2654.758057
	Iteration 38Q: 3 clusters Score -185693.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -185699.593750 Penalty: 2654.758057
	Iteration 39Q: 3 clusters Score -185699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -185703.421875 Penalty: 2654.758057
	Iteration 40F: 3 clusters Score -185703.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -185707.375000 Penalty: 2654.758057
	Iteration 41Q: 3 clusters Score -185707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -185710.062500 Penalty: 2654.758057
	Iteration 42Q: 3 clusters Score -185710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -185711.390625 Penalty: 2654.758057
	Iteration 43Q: 3 clusters Score -185711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -185715.265625 Penalty: 2654.758057
	Iteration 44Q: 3 clusters Score -185715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -185720.468750 Penalty: 2654.758057
	Iteration 45Q: 3 clusters Score -185720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -185721.156250 Penalty: 2654.758057
	Iteration 46Q: 3 clusters Score -185721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -185721.156250 Penalty: 2654.758057
	Iteration 47F: 3 clusters Score -185721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366567 members 
Mstep: Class 2 contains 588 members 
Mstep: Class 3 contains 11179 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 9840 members 
Mstep: Class 6 contains 16442 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 37512 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48428 members 
Mstep: Class 12 contains 16834 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12731 members 
Mstep: Class 18 contains 8170 members 
Mstep: Class 19 contains 27208 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 6028 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195338.000000 Penalty: 41003.015625
Iteration 119Q: 20 clusters Score -2.819534e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366670 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11207 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9787 members 
Mstep: Class 6 contains 16441 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 37424 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48441 members 
Mstep: Class 12 contains 16828 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 8169 members 
Mstep: Class 19 contains 27208 members 
Mstep: Class 21 contains 4403 members 
Mstep: Class 22 contains 6028 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195286.000000 Penalty: 41003.015625
Iteration 120F: 20 clusters Score -2.819529e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366764 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11225 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9736 members 
Mstep: Class 6 contains 16439 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 37353 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48455 members 
Mstep: Class 12 contains 16824 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 8170 members 
Mstep: Class 19 contains 27211 members 
Mstep: Class 21 contains 4403 members 
Mstep: Class 22 contains 6028 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195324.000000 Penalty: 41003.015625
Iteration 121Q: 20 clusters Score -2.819532e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366854 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11246 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9688 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 37285 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48458 members 
Mstep: Class 12 contains 16821 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 8167 members 
Mstep: Class 19 contains 27217 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195314.000000 Penalty: 41003.015625
Iteration 122Q: 20 clusters Score -2.819531e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 366938 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11264 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9640 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 37221 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48462 members 
Mstep: Class 12 contains 16820 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 8165 members 
Mstep: Class 19 contains 27218 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195340.000000 Penalty: 41003.015625
Iteration 123Q: 20 clusters Score -2.819534e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 367041 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11276 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9582 members 
Mstep: Class 6 contains 16440 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 37156 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48461 members 
Mstep: Class 12 contains 16821 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 8161 members 
Mstep: Class 19 contains 27218 members 
Mstep: Class 21 contains 4400 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195306.000000 Penalty: 41003.015625
Iteration 124Q: 20 clusters Score -2.819531e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 367152 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9517 members 
Mstep: Class 6 contains 16440 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 37102 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48459 members 
Mstep: Class 12 contains 16821 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12758 members 
Mstep: Class 18 contains 8159 members 
Mstep: Class 19 contains 27218 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195306.000000 Penalty: 41003.015625
Iteration 125Q: 20 clusters Score -2.819531e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 367264 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9465 members 
Mstep: Class 6 contains 16439 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 37045 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48459 members 
Mstep: Class 12 contains 16820 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 8160 members 
Mstep: Class 19 contains 27219 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195322.000000 Penalty: 41003.015625
Iteration 126Q: 20 clusters Score -2.819532e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 367385 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 8006 members 
Mstep: Class 5 contains 9425 members 
Mstep: Class 6 contains 16439 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36976 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48465 members 
Mstep: Class 12 contains 16814 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 8154 members 
Mstep: Class 19 contains 27224 members 
Mstep: Class 21 contains 4401 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195332.000000 Penalty: 41003.015625
Iteration 127Q: 20 clusters Score -2.819533e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 367493 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9386 members 
Mstep: Class 6 contains 16439 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36908 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48462 members 
Mstep: Class 12 contains 16808 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 8153 members 
Mstep: Class 19 contains 27230 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195322.000000 Penalty: 41003.015625
Iteration 128Q: 20 clusters Score -2.819532e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 367592 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 11289 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9339 members 
Mstep: Class 6 contains 16438 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36855 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48464 members 
Mstep: Class 12 contains 16808 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 8152 members 
Mstep: Class 19 contains 27233 members 
Mstep: Class 21 contains 4404 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195284.000000 Penalty: 41003.015625
Iteration 129Q: 20 clusters Score -2.819528e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 367697 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9286 members 
Mstep: Class 6 contains 16436 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36809 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 48466 members 
Mstep: Class 12 contains 16802 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12733 members 
Mstep: Class 18 contains 8150 members 
Mstep: Class 19 contains 27235 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 6029 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195244.000000 Penalty: 41003.015625
Iteration 130Q: 20 clusters Score -2.819524e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 367798 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9242 members 
Mstep: Class 6 contains 16431 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36759 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 48464 members 
Mstep: Class 12 contains 16793 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12736 members 
Mstep: Class 18 contains 8149 members 
Mstep: Class 19 contains 27237 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 6028 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195308.000000 Penalty: 41003.015625
Iteration 131Q: 20 clusters Score -2.819531e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 367883 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11305 members 
Mstep: Class 4 contains 8007 members 
Mstep: Class 5 contains 9197 members 
Mstep: Class 6 contains 16430 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36706 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48469 members 
Mstep: Class 12 contains 16786 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 8146 members 
Mstep: Class 19 contains 27241 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195290.000000 Penalty: 41003.015625
Iteration 132Q: 20 clusters Score -2.819529e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 367956 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11315 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 9159 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36657 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48473 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 17 contains 12735 members 
Mstep: Class 18 contains 8144 members 
Mstep: Class 19 contains 27245 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 6028 members 
Mstep: Class 23 contains 3527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195300.000000 Penalty: 41003.015625
Iteration 133Q: 20 clusters Score -2.81953e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368030 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 9117 members 
Mstep: Class 6 contains 16428 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36613 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48471 members 
Mstep: Class 12 contains 16788 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 8144 members 
Mstep: Class 19 contains 27251 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 3527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195354.000000 Penalty: 41003.015625
Iteration 134Q: 20 clusters Score -2.819535e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368099 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11327 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 9073 members 
Mstep: Class 6 contains 16428 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36567 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48479 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 27260 members 
Mstep: Class 21 contains 4416 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195352.000000 Penalty: 41003.015625
Iteration 135Q: 20 clusters Score -2.819535e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368155 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11337 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 9038 members 
Mstep: Class 6 contains 16428 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36522 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48488 members 
Mstep: Class 12 contains 16785 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 8140 members 
Mstep: Class 19 contains 27265 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195324.000000 Penalty: 41003.015625
Iteration 136Q: 20 clusters Score -2.819532e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368228 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11352 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8986 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36482 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48490 members 
Mstep: Class 12 contains 16781 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 17 contains 12743 members 
Mstep: Class 18 contains 8139 members 
Mstep: Class 19 contains 27268 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 3527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195380.000000 Penalty: 41003.015625
Iteration 137Q: 20 clusters Score -2.819538e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368299 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11361 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8941 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36440 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48495 members 
Mstep: Class 12 contains 16779 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 8139 members 
Mstep: Class 19 contains 27269 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195364.000000 Penalty: 41003.015625
Iteration 138Q: 20 clusters Score -2.819536e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368390 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 11364 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8896 members 
Mstep: Class 6 contains 16427 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36390 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48494 members 
Mstep: Class 12 contains 16777 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 17 contains 12753 members 
Mstep: Class 18 contains 8139 members 
Mstep: Class 19 contains 27272 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 6026 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195380.000000 Penalty: 41003.015625
Iteration 139Q: 20 clusters Score -2.819538e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368473 members 
Mstep: Class 2 contains 587 members 
Mstep: Class 3 contains 11366 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8854 members 
Mstep: Class 6 contains 16424 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36344 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48498 members 
Mstep: Class 12 contains 16774 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 17 contains 12753 members 
Mstep: Class 18 contains 8135 members 
Mstep: Class 19 contains 27276 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6026 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195370.000000 Penalty: 41003.015625
Iteration 140F: 20 clusters Score -2.819537e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368562 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 11384 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8809 members 
Mstep: Class 6 contains 16420 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36283 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48496 members 
Mstep: Class 12 contains 16772 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 17 contains 12757 members 
Mstep: Class 18 contains 8133 members 
Mstep: Class 19 contains 27281 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 6026 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195360.000000 Penalty: 41003.015625
Iteration 141Q: 20 clusters Score -2.819536e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368666 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 11393 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8762 members 
Mstep: Class 6 contains 16418 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36217 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48500 members 
Mstep: Class 12 contains 16767 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 27285 members 
Mstep: Class 21 contains 4420 members 
Mstep: Class 22 contains 6026 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195428.000000 Penalty: 41003.015625
Iteration 142Q: 20 clusters Score -2.819543e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368782 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 11403 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8707 members 
Mstep: Class 6 contains 16415 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36144 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48497 members 
Mstep: Class 12 contains 16765 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 17 contains 12757 members 
Mstep: Class 18 contains 8136 members 
Mstep: Class 19 contains 27287 members 
Mstep: Class 21 contains 4423 members 
Mstep: Class 22 contains 6028 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195388.000000 Penalty: 41003.015625
Iteration 143Q: 20 clusters Score -2.819539e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 368905 members 
Mstep: Class 2 contains 586 members 
Mstep: Class 3 contains 11416 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8655 members 
Mstep: Class 6 contains 16415 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 36058 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48494 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 8135 members 
Mstep: Class 19 contains 27292 members 
Mstep: Class 21 contains 4422 members 
Mstep: Class 22 contains 6030 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195406.000000 Penalty: 41003.015625
Iteration 144Q: 20 clusters Score -2.819541e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369016 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 11425 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 16414 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35986 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48498 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 15 contains 3571 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 27296 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 6031 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195412.000000 Penalty: 41003.015625
Iteration 145Q: 20 clusters Score -2.819541e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369106 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 11440 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 8569 members 
Mstep: Class 6 contains 16409 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35927 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48499 members 
Mstep: Class 12 contains 16759 members 
Mstep: Class 15 contains 3571 members 
Mstep: Class 17 contains 12753 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 27300 members 
Mstep: Class 21 contains 4422 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195434.000000 Penalty: 41003.015625
Iteration 146Q: 20 clusters Score -2.819543e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369181 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 11450 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 16407 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35887 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48496 members 
Mstep: Class 12 contains 16760 members 
Mstep: Class 15 contains 3568 members 
Mstep: Class 17 contains 12750 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 27304 members 
Mstep: Class 21 contains 4423 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195494.000000 Penalty: 41003.015625
Iteration 147Q: 20 clusters Score -2.819549e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369253 members 
Mstep: Class 2 contains 585 members 
Mstep: Class 3 contains 11461 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 8492 members 
Mstep: Class 6 contains 16404 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35843 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48501 members 
Mstep: Class 12 contains 16759 members 
Mstep: Class 15 contains 3566 members 
Mstep: Class 17 contains 12744 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 27307 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195460.000000 Penalty: 41003.015625
Iteration 148Q: 20 clusters Score -2.819546e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369300 members 
Mstep: Class 2 contains 584 members 
Mstep: Class 3 contains 11472 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 8465 members 
Mstep: Class 6 contains 16400 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35799 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48510 members 
Mstep: Class 12 contains 16761 members 
Mstep: Class 15 contains 3568 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 27312 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195452.000000 Penalty: 41003.015625
Iteration 149Q: 20 clusters Score -2.819545e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369355 members 
Mstep: Class 2 contains 584 members 
Mstep: Class 3 contains 11490 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 8431 members 
Mstep: Class 6 contains 16400 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35749 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48514 members 
Mstep: Class 12 contains 16763 members 
Mstep: Class 15 contains 3564 members 
Mstep: Class 17 contains 12743 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 27320 members 
Mstep: Class 21 contains 4427 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195464.000000 Penalty: 41003.015625
Iteration 150Q: 20 clusters Score -2.819546e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369427 members 
Mstep: Class 2 contains 583 members 
Mstep: Class 3 contains 11503 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 16399 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35704 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48520 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 17 contains 12744 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 27324 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 6038 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195438.000000 Penalty: 41003.015625
Iteration 151Q: 20 clusters Score -2.819544e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369506 members 
Mstep: Class 2 contains 582 members 
Mstep: Class 3 contains 11510 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8339 members 
Mstep: Class 6 contains 16398 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35662 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48528 members 
Mstep: Class 12 contains 16762 members 
Mstep: Class 15 contains 3551 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 27327 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 6039 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195428.000000 Penalty: 41003.015625
Iteration 152Q: 20 clusters Score -2.819543e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369591 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11521 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8281 members 
Mstep: Class 6 contains 16394 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35626 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48534 members 
Mstep: Class 12 contains 16758 members 
Mstep: Class 15 contains 3548 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 27331 members 
Mstep: Class 21 contains 4427 members 
Mstep: Class 22 contains 6039 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195458.000000 Penalty: 41003.015625
Iteration 153Q: 20 clusters Score -2.819546e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369672 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11541 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8229 members 
Mstep: Class 6 contains 16393 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35578 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48533 members 
Mstep: Class 12 contains 16756 members 
Mstep: Class 15 contains 3551 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 27333 members 
Mstep: Class 21 contains 4427 members 
Mstep: Class 22 contains 6040 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195430.000000 Penalty: 41003.015625
Iteration 154Q: 20 clusters Score -2.819543e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369748 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11562 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 16393 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35517 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48545 members 
Mstep: Class 12 contains 16752 members 
Mstep: Class 15 contains 3551 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 27335 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195414.000000 Penalty: 41003.015625
Iteration 155Q: 20 clusters Score -2.819541e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369822 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11576 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8148 members 
Mstep: Class 6 contains 16392 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35462 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48551 members 
Mstep: Class 12 contains 16752 members 
Mstep: Class 15 contains 3546 members 
Mstep: Class 17 contains 12742 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 27337 members 
Mstep: Class 21 contains 4423 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195426.000000 Penalty: 41003.015625
Iteration 156Q: 20 clusters Score -2.819543e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369900 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11599 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8101 members 
Mstep: Class 6 contains 16392 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 35397 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48566 members 
Mstep: Class 12 contains 16749 members 
Mstep: Class 15 contains 3544 members 
Mstep: Class 17 contains 12743 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 27339 members 
Mstep: Class 21 contains 4424 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195416.000000 Penalty: 41003.015625
Iteration 157Q: 20 clusters Score -2.819542e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 369981 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11617 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 16390 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 35329 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48576 members 
Mstep: Class 12 contains 16748 members 
Mstep: Class 15 contains 3545 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 27338 members 
Mstep: Class 21 contains 4427 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195474.000000 Penalty: 41003.015625
Iteration 158Q: 20 clusters Score -2.819547e+07 nChanged 151
Entering ConstructFrom: 
Score: -28195474.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (370065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370065 members 
Entering Unmasked Estep 
Score: -18482384.000000 Penalty: 2083.482910
	Iteration 0F: 2 clusters Score -1.848238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184719 members 
Mstep: Class 2 contains 185346 members 
Entering Unmasked Estep 
Score: -18232200.000000 Penalty: 4166.965820
	Iteration 0F: 3 clusters Score -1.82322e+07 nChanged 180696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174903 members 
Mstep: Class 2 contains 195162 members 
Entering Unmasked Estep 
Score: -18340292.000000 Penalty: 4166.965820
	Iteration 1F: 3 clusters Score -1.834029e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168138 members 
Mstep: Class 2 contains 201927 members 
Entering Unmasked Estep 
Score: -18342266.000000 Penalty: 4166.965820
	Iteration 2Q: 3 clusters Score -1.834227e+07 nChanged 12404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 213029 members 
Entering Unmasked Estep 
Score: -18345858.000000 Penalty: 4166.965820
	Iteration 3Q: 3 clusters Score -1.834586e+07 nChanged 18414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139396 members 
Mstep: Class 2 contains 230669 members 
Entering Unmasked Estep 
Score: -18354242.000000 Penalty: 4166.965820
	Iteration 4Q: 3 clusters Score -1.835424e+07 nChanged 26802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113098 members 
Mstep: Class 2 contains 256967 members 
Entering Unmasked Estep 
Score: -18372158.000000 Penalty: 4166.965820
	Iteration 5F: 3 clusters Score -1.837216e+07 nChanged 34712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78714 members 
Mstep: Class 2 contains 291351 members 
Entering Unmasked Estep 
Score: -18401910.000000 Penalty: 4166.965820
	Iteration 6F: 3 clusters Score -1.840191e+07 nChanged 34918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 326121 members 
Entering Unmasked Estep 
Score: -18436694.000000 Penalty: 4166.965820
	Iteration 7F: 3 clusters Score -1.843669e+07 nChanged 25364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 351447 members 
Entering Unmasked Estep 
Score: -18463108.000000 Penalty: 4166.965820
	Iteration 8F: 3 clusters Score -1.846311e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 363770 members 
Entering Unmasked Estep 
Score: -18475274.000000 Penalty: 4166.965820
	Iteration 9Q: 3 clusters Score -1.847527e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 368044 members 
Entering Unmasked Estep 
Score: -18478948.000000 Penalty: 4166.965820
	Iteration 10Q: 3 clusters Score -1.847895e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 369317 members 
Entering Unmasked Estep 
Score: -18479976.000000 Penalty: 4166.965820
	Iteration 11Q: 3 clusters Score -1.847998e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 369691 members 
Entering Unmasked Estep 
Score: -18480258.000000 Penalty: 4166.965820
	Iteration 12Q: 3 clusters Score -1.848026e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 369788 members 
Entering Unmasked Estep 
Score: -18480388.000000 Penalty: 4166.965820
	Iteration 13Q: 3 clusters Score -1.848039e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 369812 members 
Entering Unmasked Estep 
Score: -18480450.000000 Penalty: 4166.965820
	Iteration 14Q: 3 clusters Score -1.848045e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 369835 members 
Entering Unmasked Estep 
Score: -18480492.000000 Penalty: 4166.965820
	Iteration 15Q: 3 clusters Score -1.848049e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 369841 members 
Entering Unmasked Estep 
Score: -18480508.000000 Penalty: 4166.965820
	Iteration 16Q: 3 clusters Score -1.848051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 369842 members 
Entering Unmasked Estep 
Score: -18480520.000000 Penalty: 4166.965820
	Iteration 17Q: 3 clusters Score -1.848052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 369842 members 
Entering Unmasked Estep 
Score: -18480532.000000 Penalty: 4166.965820
	Iteration 18Q: 3 clusters Score -1.848053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 369846 members 
Entering Unmasked Estep 
Score: -18480512.000000 Penalty: 4166.965820
	Iteration 19Q: 3 clusters Score -1.848051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 369848 members 
Entering Unmasked Estep 
Score: -18480536.000000 Penalty: 4166.965820
	Iteration 20F: 3 clusters Score -1.848054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -27318.000000 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -27318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -26157.628906 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -26157.63 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26344.394531 Penalty: 2068.543945
	Iteration 1F: 3 clusters Score -26344.39 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26413.593750 Penalty: 2068.543945
	Iteration 2F: 3 clusters Score -26413.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26438.337891 Penalty: 2068.543945
	Iteration 3Q: 3 clusters Score -26438.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26454.310547 Penalty: 2068.543945
	Iteration 4Q: 3 clusters Score -26454.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26461.064453 Penalty: 2068.543945
	Iteration 5Q: 3 clusters Score -26461.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26464.335938 Penalty: 2068.543945
	Iteration 6Q: 3 clusters Score -26464.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26469.824219 Penalty: 2068.543945
	Iteration 7Q: 3 clusters Score -26469.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -26474.234375 Penalty: 2068.543945
	Iteration 8Q: 3 clusters Score -26474.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26475.183594 Penalty: 2068.543945
	Iteration 9Q: 3 clusters Score -26475.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26476.314453 Penalty: 2068.543945
	Iteration 10Q: 3 clusters Score -26476.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -26478.738281 Penalty: 2068.543945
	Iteration 11Q: 3 clusters Score -26478.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26479.472656 Penalty: 2068.543945
	Iteration 12Q: 3 clusters Score -26479.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -26479.472656 Penalty: 2068.543945
	Iteration 13F: 3 clusters Score -26479.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Entering Unmasked Estep 
Score: -605907.500000 Penalty: 1521.302124
	Iteration 0F: 2 clusters Score -605907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -597626.125000 Penalty: 3042.604248
	Iteration 0F: 3 clusters Score -597626.1 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -600456.375000 Penalty: 3042.604248
	Iteration 1F: 3 clusters Score -600456.4 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -600708.312500 Penalty: 3042.604248
	Iteration 2F: 3 clusters Score -600708.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -600927.750000 Penalty: 3042.604248
	Iteration 3Q: 3 clusters Score -600927.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -601152.625000 Penalty: 3042.604248
	Iteration 4Q: 3 clusters Score -601152.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -601402.250000 Penalty: 3042.604248
	Iteration 5Q: 3 clusters Score -601402.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -601714.562500 Penalty: 3042.604248
	Iteration 6Q: 3 clusters Score -601714.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -602116.375000 Penalty: 3042.604248
	Iteration 7F: 3 clusters Score -602116.4 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -602616.000000 Penalty: 3042.604248
	Iteration 8F: 3 clusters Score -602616 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -603164.562500 Penalty: 3042.604248
	Iteration 9F: 3 clusters Score -603164.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -603689.125000 Penalty: 3042.604248
	Iteration 10Q: 3 clusters Score -603689.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -604075.000000 Penalty: 3042.604248
	Iteration 11Q: 3 clusters Score -604075 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -604292.937500 Penalty: 3042.604248
	Iteration 12Q: 3 clusters Score -604292.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -604425.375000 Penalty: 3042.604248
	Iteration 13Q: 3 clusters Score -604425.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -604507.562500 Penalty: 3042.604248
	Iteration 14Q: 3 clusters Score -604507.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -604545.375000 Penalty: 3042.604248
	Iteration 15Q: 3 clusters Score -604545.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -604569.625000 Penalty: 3042.604248
	Iteration 16Q: 3 clusters Score -604569.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -604593.687500 Penalty: 3042.604248
	Iteration 17Q: 3 clusters Score -604593.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -604598.000000 Penalty: 3042.604248
	Iteration 18Q: 3 clusters Score -604598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -604601.125000 Penalty: 3042.604248
	Iteration 19Q: 3 clusters Score -604601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -604601.375000 Penalty: 3042.604248
	Iteration 20F: 3 clusters Score -604601.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -604602.625000 Penalty: 3042.604248
	Iteration 21Q: 3 clusters Score -604602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -604602.625000 Penalty: 3042.604248
	Iteration 22F: 3 clusters Score -604602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Entering Unmasked Estep 
Score: -352498.406250 Penalty: 1460.581909
	Iteration 0F: 2 clusters Score -352498.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -346574.093750 Penalty: 2921.163818
	Iteration 0F: 3 clusters Score -346574.1 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -348694.000000 Penalty: 2921.163818
	Iteration 1F: 3 clusters Score -348694 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -349390.562500 Penalty: 2921.163818
	Iteration 2F: 3 clusters Score -349390.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -350174.875000 Penalty: 2921.163818
	Iteration 3F: 3 clusters Score -350174.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -350863.812500 Penalty: 2921.163818
	Iteration 4F: 3 clusters Score -350863.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -351361.593750 Penalty: 2921.163818
	Iteration 5F: 3 clusters Score -351361.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -351674.343750 Penalty: 2921.163818
	Iteration 6F: 3 clusters Score -351674.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -351850.843750 Penalty: 2921.163818
	Iteration 7Q: 3 clusters Score -351850.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -351942.906250 Penalty: 2921.163818
	Iteration 8Q: 3 clusters Score -351942.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -351997.968750 Penalty: 2921.163818
	Iteration 9Q: 3 clusters Score -351998 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -352056.062500 Penalty: 2921.163818
	Iteration 10Q: 3 clusters Score -352056.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -352110.375000 Penalty: 2921.163818
	Iteration 11Q: 3 clusters Score -352110.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -352181.250000 Penalty: 2921.163818
	Iteration 12Q: 3 clusters Score -352181.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -352242.906250 Penalty: 2921.163818
	Iteration 13Q: 3 clusters Score -352242.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -352290.156250 Penalty: 2921.163818
	Iteration 14Q: 3 clusters Score -352290.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -352322.312500 Penalty: 2921.163818
	Iteration 15Q: 3 clusters Score -352322.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -352357.406250 Penalty: 2921.163818
	Iteration 16Q: 3 clusters Score -352357.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -352392.781250 Penalty: 2921.163818
	Iteration 17Q: 3 clusters Score -352392.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -352431.500000 Penalty: 2921.163818
	Iteration 18Q: 3 clusters Score -352431.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -352465.500000 Penalty: 2921.163818
	Iteration 19Q: 3 clusters Score -352465.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -352491.906250 Penalty: 2921.163818
	Iteration 20F: 3 clusters Score -352491.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -352510.812500 Penalty: 2921.163818
	Iteration 21Q: 3 clusters Score -352510.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -352524.468750 Penalty: 2921.163818
	Iteration 22Q: 3 clusters Score -352524.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -352541.812500 Penalty: 2921.163818
	Iteration 23Q: 3 clusters Score -352541.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -352554.406250 Penalty: 2921.163818
	Iteration 24Q: 3 clusters Score -352554.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -352562.500000 Penalty: 2921.163818
	Iteration 25Q: 3 clusters Score -352562.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -352570.625000 Penalty: 2921.163818
	Iteration 26Q: 3 clusters Score -352570.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -352580.468750 Penalty: 2921.163818
	Iteration 27Q: 3 clusters Score -352580.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -352584.875000 Penalty: 2921.163818
	Iteration 28Q: 3 clusters Score -352584.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -352586.937500 Penalty: 2921.163818
	Iteration 29Q: 3 clusters Score -352586.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -352589.593750 Penalty: 2921.163818
	Iteration 30Q: 3 clusters Score -352589.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -352591.687500 Penalty: 2921.163818
	Iteration 31Q: 3 clusters Score -352591.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -352592.687500 Penalty: 2921.163818
	Iteration 32Q: 3 clusters Score -352592.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -352593.656250 Penalty: 2921.163818
	Iteration 33Q: 3 clusters Score -352593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -352593.968750 Penalty: 2921.163818
	Iteration 34Q: 3 clusters Score -352594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -352593.968750 Penalty: 2921.163818
	Iteration 35F: 3 clusters Score -352594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370065 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11636 members 
Mstep: Class 4 contains 6023 members 
Mstep: Class 5 contains 8015 members 
Mstep: Class 6 contains 16388 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 35261 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48581 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 15 contains 3544 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 27340 members 
Mstep: Class 21 contains 4429 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 3526 members 
Entering Unmasked Estep 
Score: -28194940.000000 Penalty: 43161.070312
Splitting cluster 4 changes total score from -28195474.000000 to -28194940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -413851.593750 Penalty: 1460.723877
	Iteration 0F: 2 clusters Score -413851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -407960.625000 Penalty: 2921.447754
	Iteration 0F: 3 clusters Score -407960.6 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -409727.031250 Penalty: 2921.447754
	Iteration 1F: 3 clusters Score -409727 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -409988.187500 Penalty: 2921.447754
	Iteration 2F: 3 clusters Score -409988.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -410244.343750 Penalty: 2921.447754
	Iteration 3F: 3 clusters Score -410244.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -410547.468750 Penalty: 2921.447754
	Iteration 4F: 3 clusters Score -410547.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -410912.625000 Penalty: 2921.447754
	Iteration 5F: 3 clusters Score -410912.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -411300.812500 Penalty: 2921.447754
	Iteration 6F: 3 clusters Score -411300.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -411702.812500 Penalty: 2921.447754
	Iteration 7F: 3 clusters Score -411702.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -412043.718750 Penalty: 2921.447754
	Iteration 8Q: 3 clusters Score -412043.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -412273.968750 Penalty: 2921.447754
	Iteration 9Q: 3 clusters Score -412274 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -412445.843750 Penalty: 2921.447754
	Iteration 10Q: 3 clusters Score -412445.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -412540.156250 Penalty: 2921.447754
	Iteration 11Q: 3 clusters Score -412540.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -412605.375000 Penalty: 2921.447754
	Iteration 12Q: 3 clusters Score -412605.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -412646.375000 Penalty: 2921.447754
	Iteration 13Q: 3 clusters Score -412646.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -412675.156250 Penalty: 2921.447754
	Iteration 14Q: 3 clusters Score -412675.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -412696.093750 Penalty: 2921.447754
	Iteration 15Q: 3 clusters Score -412696.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -412707.843750 Penalty: 2921.447754
	Iteration 16Q: 3 clusters Score -412707.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -412715.562500 Penalty: 2921.447754
	Iteration 17Q: 3 clusters Score -412715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -412719.687500 Penalty: 2921.447754
	Iteration 18Q: 3 clusters Score -412719.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -412723.312500 Penalty: 2921.447754
	Iteration 19Q: 3 clusters Score -412723.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -412727.812500 Penalty: 2921.447754
	Iteration 20F: 3 clusters Score -412727.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -412734.593750 Penalty: 2921.447754
	Iteration 21Q: 3 clusters Score -412734.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -412743.406250 Penalty: 2921.447754
	Iteration 22Q: 3 clusters Score -412743.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -412749.750000 Penalty: 2921.447754
	Iteration 23Q: 3 clusters Score -412749.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -412755.625000 Penalty: 2921.447754
	Iteration 24Q: 3 clusters Score -412755.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -412758.125000 Penalty: 2921.447754
	Iteration 25Q: 3 clusters Score -412758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -412759.500000 Penalty: 2921.447754
	Iteration 26Q: 3 clusters Score -412759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -412760.906250 Penalty: 2921.447754
	Iteration 27Q: 3 clusters Score -412760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -412762.187500 Penalty: 2921.447754
	Iteration 28Q: 3 clusters Score -412762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -412762.187500 Penalty: 2921.447754
	Iteration 29F: 3 clusters Score -412762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Entering Unmasked Estep 
Score: -799014.187500 Penalty: 1576.949463
	Iteration 0F: 2 clusters Score -799014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -787723.500000 Penalty: 3153.898926
	Iteration 0F: 3 clusters Score -787723.5 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -791734.687500 Penalty: 3153.898926
	Iteration 1F: 3 clusters Score -791734.7 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -792018.000000 Penalty: 3153.898926
	Iteration 2Q: 3 clusters Score -792018 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -792274.812500 Penalty: 3153.898926
	Iteration 3Q: 3 clusters Score -792274.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -792522.562500 Penalty: 3153.898926
	Iteration 4Q: 3 clusters Score -792522.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -792811.062500 Penalty: 3153.898926
	Iteration 5Q: 3 clusters Score -792811.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -793200.937500 Penalty: 3153.898926
	Iteration 6Q: 3 clusters Score -793200.9 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -793767.312500 Penalty: 3153.898926
	Iteration 7F: 3 clusters Score -793767.3 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -794518.625000 Penalty: 3153.898926
	Iteration 8F: 3 clusters Score -794518.6 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -795304.312500 Penalty: 3153.898926
	Iteration 9F: 3 clusters Score -795304.3 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -796066.937500 Penalty: 3153.898926
	Iteration 10F: 3 clusters Score -796066.9 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -796771.750000 Penalty: 3153.898926
	Iteration 11Q: 3 clusters Score -796771.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -797309.000000 Penalty: 3153.898926
	Iteration 12Q: 3 clusters Score -797309 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -797673.625000 Penalty: 3153.898926
	Iteration 13Q: 3 clusters Score -797673.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -797952.250000 Penalty: 3153.898926
	Iteration 14Q: 3 clusters Score -797952.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -798116.437500 Penalty: 3153.898926
	Iteration 15Q: 3 clusters Score -798116.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -798231.250000 Penalty: 3153.898926
	Iteration 16Q: 3 clusters Score -798231.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -798296.312500 Penalty: 3153.898926
	Iteration 17Q: 3 clusters Score -798296.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -798336.375000 Penalty: 3153.898926
	Iteration 18Q: 3 clusters Score -798336.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -798363.312500 Penalty: 3153.898926
	Iteration 19Q: 3 clusters Score -798363.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -798376.125000 Penalty: 3153.898926
	Iteration 20F: 3 clusters Score -798376.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -798385.625000 Penalty: 3153.898926
	Iteration 21Q: 3 clusters Score -798385.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -798395.875000 Penalty: 3153.898926
	Iteration 22Q: 3 clusters Score -798395.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -798403.562500 Penalty: 3153.898926
	Iteration 23Q: 3 clusters Score -798403.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -798405.437500 Penalty: 3153.898926
	Iteration 24Q: 3 clusters Score -798405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -798404.437500 Penalty: 3153.898926
	Iteration 25Q: 3 clusters Score -798404.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -798404.937500 Penalty: 3153.898926
	Iteration 26Q: 3 clusters Score -798404.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -798405.375000 Penalty: 3153.898926
	Iteration 27Q: 3 clusters Score -798405.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -798406.187500 Penalty: 3153.898926
	Iteration 28Q: 3 clusters Score -798406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -798405.250000 Penalty: 3153.898926
	Iteration 29Q: 3 clusters Score -798405.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -798406.875000 Penalty: 3153.898926
	Iteration 30Q: 3 clusters Score -798406.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -798408.062500 Penalty: 3153.898926
	Iteration 31Q: 3 clusters Score -798408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -798408.687500 Penalty: 3153.898926
	Iteration 32Q: 3 clusters Score -798408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -798408.687500 Penalty: 3153.898926
	Iteration 33F: 3 clusters Score -798408.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Entering Unmasked Estep 
Score: -104540.835938 Penalty: 1262.317871
	Iteration 0F: 2 clusters Score -104540.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -102272.312500 Penalty: 2524.635742
	Iteration 0F: 3 clusters Score -102272.3 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -102828.601562 Penalty: 2524.635742
	Iteration 1F: 3 clusters Score -102828.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -102951.796875 Penalty: 2524.635742
	Iteration 2F: 3 clusters Score -102951.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -103038.156250 Penalty: 2524.635742
	Iteration 3Q: 3 clusters Score -103038.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -103133.054688 Penalty: 2524.635742
	Iteration 4Q: 3 clusters Score -103133.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -103267.132812 Penalty: 2524.635742
	Iteration 5F: 3 clusters Score -103267.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -103534.679688 Penalty: 2524.635742
	Iteration 6F: 3 clusters Score -103534.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -104030.578125 Penalty: 2524.635742
	Iteration 7F: 3 clusters Score -104030.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -104416.882812 Penalty: 2524.635742
	Iteration 8F: 3 clusters Score -104416.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104676.007812 Penalty: 2524.635742
	Iteration 9F: 3 clusters Score -104676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -104954.250000 Penalty: 2524.635742
	Iteration 10Q: 3 clusters Score -104954.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -105117.804688 Penalty: 2524.635742
	Iteration 11Q: 3 clusters Score -105117.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -105175.296875 Penalty: 2524.635742
	Iteration 12Q: 3 clusters Score -105175.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -105216.734375 Penalty: 2524.635742
	Iteration 13Q: 3 clusters Score -105216.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -105256.000000 Penalty: 2524.635742
	Iteration 14Q: 3 clusters Score -105256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -105282.195312 Penalty: 2524.635742
	Iteration 15Q: 3 clusters Score -105282.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -105308.484375 Penalty: 2524.635742
	Iteration 16Q: 3 clusters Score -105308.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -105324.351562 Penalty: 2524.635742
	Iteration 17Q: 3 clusters Score -105324.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105338.007812 Penalty: 2524.635742
	Iteration 18Q: 3 clusters Score -105338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105344.687500 Penalty: 2524.635742
	Iteration 19Q: 3 clusters Score -105344.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105350.273438 Penalty: 2524.635742
	Iteration 20F: 3 clusters Score -105350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -105356.281250 Penalty: 2524.635742
	Iteration 21Q: 3 clusters Score -105356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -105356.843750 Penalty: 2524.635742
	Iteration 22Q: 3 clusters Score -105356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105358.000000 Penalty: 2524.635742
	Iteration 23Q: 3 clusters Score -105358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -105359.703125 Penalty: 2524.635742
	Iteration 24Q: 3 clusters Score -105359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105362.085938 Penalty: 2524.635742
	Iteration 25Q: 3 clusters Score -105362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105362.085938 Penalty: 2524.635742
	Iteration 26F: 3 clusters Score -105362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370065 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11636 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 8015 members 
Mstep: Class 6 contains 16388 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 35261 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48581 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 15 contains 3544 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 27340 members 
Mstep: Class 21 contains 4429 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 3526 members 
Entering Unmasked Estep 
Score: -28195390.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28195474.000000 to -28195390.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (35261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Entering Unmasked Estep 
Score: -1757829.875000 Penalty: 1701.461548
	Iteration 0F: 2 clusters Score -1757830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1733992.000000 Penalty: 3402.923096
	Iteration 0F: 3 clusters Score -1733992 nChanged 16365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -1743468.500000 Penalty: 3402.923096
	Iteration 1F: 3 clusters Score -1743468 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -1744329.375000 Penalty: 3402.923096
	Iteration 2F: 3 clusters Score -1744329 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -1745460.125000 Penalty: 3402.923096
	Iteration 3F: 3 clusters Score -1745460 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -1746958.875000 Penalty: 3402.923096
	Iteration 4F: 3 clusters Score -1746959 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -1748821.000000 Penalty: 3402.923096
	Iteration 5F: 3 clusters Score -1748821 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -1750844.250000 Penalty: 3402.923096
	Iteration 6F: 3 clusters Score -1750844 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -1752555.000000 Penalty: 3402.923096
	Iteration 7F: 3 clusters Score -1752555 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -1753868.750000 Penalty: 3402.923096
	Iteration 8Q: 3 clusters Score -1753869 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -1754706.250000 Penalty: 3402.923096
	Iteration 9Q: 3 clusters Score -1754706 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -1755278.250000 Penalty: 3402.923096
	Iteration 10Q: 3 clusters Score -1755278 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -1755669.750000 Penalty: 3402.923096
	Iteration 11Q: 3 clusters Score -1755670 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -1755900.625000 Penalty: 3402.923096
	Iteration 12Q: 3 clusters Score -1755901 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -1756047.500000 Penalty: 3402.923096
	Iteration 13Q: 3 clusters Score -1756048 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -1756188.500000 Penalty: 3402.923096
	Iteration 14Q: 3 clusters Score -1756188 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -1756290.875000 Penalty: 3402.923096
	Iteration 15Q: 3 clusters Score -1756291 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -1756359.250000 Penalty: 3402.923096
	Iteration 16Q: 3 clusters Score -1756359 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -1756391.125000 Penalty: 3402.923096
	Iteration 17Q: 3 clusters Score -1756391 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -1756421.000000 Penalty: 3402.923096
	Iteration 18Q: 3 clusters Score -1756421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -1756440.750000 Penalty: 3402.923096
	Iteration 19Q: 3 clusters Score -1756441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -1756454.000000 Penalty: 3402.923096
	Iteration 20F: 3 clusters Score -1756454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -1756463.250000 Penalty: 3402.923096
	Iteration 21Q: 3 clusters Score -1756463 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -1756466.125000 Penalty: 3402.923096
	Iteration 22Q: 3 clusters Score -1756466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -1756474.500000 Penalty: 3402.923096
	Iteration 23Q: 3 clusters Score -1756474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -1756488.125000 Penalty: 3402.923096
	Iteration 24Q: 3 clusters Score -1756488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -1756500.000000 Penalty: 3402.923096
	Iteration 25Q: 3 clusters Score -1756500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -1756512.500000 Penalty: 3402.923096
	Iteration 26Q: 3 clusters Score -1756512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -1756518.500000 Penalty: 3402.923096
	Iteration 27Q: 3 clusters Score -1756518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -1756521.750000 Penalty: 3402.923096
	Iteration 28Q: 3 clusters Score -1756522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -1756529.125000 Penalty: 3402.923096
	Iteration 29Q: 3 clusters Score -1756529 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -1756530.500000 Penalty: 3402.923096
	Iteration 30Q: 3 clusters Score -1756530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -1756536.500000 Penalty: 3402.923096
	Iteration 31Q: 3 clusters Score -1756536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -1756542.625000 Penalty: 3402.923096
	Iteration 32Q: 3 clusters Score -1756543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -1756544.000000 Penalty: 3402.923096
	Iteration 33Q: 3 clusters Score -1756544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -1756545.000000 Penalty: 3402.923096
	Iteration 34Q: 3 clusters Score -1756545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -1756545.750000 Penalty: 3402.923096
	Iteration 35Q: 3 clusters Score -1756546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -1756549.375000 Penalty: 3402.923096
	Iteration 36Q: 3 clusters Score -1756549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -1756555.750000 Penalty: 3402.923096
	Iteration 37Q: 3 clusters Score -1756556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -1756559.875000 Penalty: 3402.923096
	Iteration 38Q: 3 clusters Score -1756560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -1756561.000000 Penalty: 3402.923096
	Iteration 39Q: 3 clusters Score -1756561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -1756565.000000 Penalty: 3402.923096
	Iteration 40F: 3 clusters Score -1756565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -1756565.125000 Penalty: 3402.923096
	Iteration 41Q: 3 clusters Score -1756565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -1756569.625000 Penalty: 3402.923096
	Iteration 42Q: 3 clusters Score -1756570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -1756566.875000 Penalty: 3402.923096
	Iteration 43Q: 3 clusters Score -1756567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -1756569.750000 Penalty: 3402.923096
	Iteration 44Q: 3 clusters Score -1756570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -1756567.500000 Penalty: 3402.923096
	Iteration 45Q: 3 clusters Score -1756568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -1756569.500000 Penalty: 3402.923096
	Iteration 46Q: 3 clusters Score -1756570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -1756573.500000 Penalty: 3402.923096
	Iteration 47Q: 3 clusters Score -1756574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -1756581.375000 Penalty: 3402.923096
	Iteration 48Q: 3 clusters Score -1756581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -1756579.750000 Penalty: 3402.923096
	Iteration 49Q: 3 clusters Score -1756580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -1756583.625000 Penalty: 3402.923096
	Iteration 50Q: 3 clusters Score -1756584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -1756584.250000 Penalty: 3402.923096
	Iteration 51Q: 3 clusters Score -1756584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -1756588.125000 Penalty: 3402.923096
	Iteration 52Q: 3 clusters Score -1756588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -1756588.750000 Penalty: 3402.923096
	Iteration 53Q: 3 clusters Score -1756589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -1756589.000000 Penalty: 3402.923096
	Iteration 54Q: 3 clusters Score -1756589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -1756591.875000 Penalty: 3402.923096
	Iteration 55Q: 3 clusters Score -1756592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -1756590.875000 Penalty: 3402.923096
	Iteration 56Q: 3 clusters Score -1756591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -1756590.875000 Penalty: 3402.923096
	Iteration 57F: 3 clusters Score -1756591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -44636.070312 Penalty: 1107.541504
	Iteration 0F: 2 clusters Score -44636.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -43257.933594 Penalty: 2215.083008
	Iteration 0F: 3 clusters Score -43257.93 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -43505.281250 Penalty: 2215.083008
	Iteration 1F: 3 clusters Score -43505.28 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -43566.921875 Penalty: 2215.083008
	Iteration 2F: 3 clusters Score -43566.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -43597.914062 Penalty: 2215.083008
	Iteration 3Q: 3 clusters Score -43597.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -43611.441406 Penalty: 2215.083008
	Iteration 4Q: 3 clusters Score -43611.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -43618.957031 Penalty: 2215.083008
	Iteration 5Q: 3 clusters Score -43618.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -43622.171875 Penalty: 2215.083008
	Iteration 6Q: 3 clusters Score -43622.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43623.636719 Penalty: 2215.083008
	Iteration 7Q: 3 clusters Score -43623.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -43624.785156 Penalty: 2215.083008
	Iteration 8Q: 3 clusters Score -43624.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -43624.785156 Penalty: 2215.083008
	Iteration 9F: 3 clusters Score -43624.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -49126.964844 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -49126.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -47530.296875 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -47530.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -47849.015625 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -47849.02 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -47969.363281 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -47969.36 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -48040.667969 Penalty: 2314.406982
	Iteration 3F: 3 clusters Score -48040.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -48079.871094 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -48079.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -48099.269531 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -48099.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -48114.496094 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -48114.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -48135.808594 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -48135.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -48155.339844 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -48155.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -48168.234375 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -48168.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -48176.804688 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -48176.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -48187.390625 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -48187.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -48199.578125 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -48199.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -48206.136719 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -48206.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -48209.546875 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -48209.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -48215.464844 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -48215.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -48222.171875 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -48222.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -48226.046875 Penalty: 2314.406982
	Iteration 17Q: 3 clusters Score -48226.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -48228.679688 Penalty: 2314.406982
	Iteration 18Q: 3 clusters Score -48228.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -48229.011719 Penalty: 2314.406982
	Iteration 19Q: 3 clusters Score -48229.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -48229.011719 Penalty: 2314.406982
	Iteration 20F: 3 clusters Score -48229.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Entering Unmasked Estep 
Score: -2419412.000000 Penalty: 1753.535522
	Iteration 0F: 2 clusters Score -2419412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2386737.500000 Penalty: 3507.071045
	Iteration 0F: 3 clusters Score -2386738 nChanged 22875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -2399907.000000 Penalty: 3507.071045
	Iteration 1F: 3 clusters Score -2399907 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -2400531.000000 Penalty: 3507.071045
	Iteration 2Q: 3 clusters Score -2400531 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -2401378.250000 Penalty: 3507.071045
	Iteration 3Q: 3 clusters Score -2401378 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -2402604.250000 Penalty: 3507.071045
	Iteration 4F: 3 clusters Score -2402604 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -2404433.250000 Penalty: 3507.071045
	Iteration 5F: 3 clusters Score -2404433 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -2406817.750000 Penalty: 3507.071045
	Iteration 6F: 3 clusters Score -2406818 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -2409650.500000 Penalty: 3507.071045
	Iteration 7F: 3 clusters Score -2409650 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -2412586.750000 Penalty: 3507.071045
	Iteration 8F: 3 clusters Score -2412587 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -2414871.000000 Penalty: 3507.071045
	Iteration 9Q: 3 clusters Score -2414871 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -2416406.250000 Penalty: 3507.071045
	Iteration 10Q: 3 clusters Score -2416406 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -2417244.000000 Penalty: 3507.071045
	Iteration 11Q: 3 clusters Score -2417244 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -2417721.750000 Penalty: 3507.071045
	Iteration 12Q: 3 clusters Score -2417722 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -2418035.000000 Penalty: 3507.071045
	Iteration 13Q: 3 clusters Score -2418035 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -2418299.000000 Penalty: 3507.071045
	Iteration 14Q: 3 clusters Score -2418299 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -2418487.500000 Penalty: 3507.071045
	Iteration 15Q: 3 clusters Score -2418488 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -2418611.750000 Penalty: 3507.071045
	Iteration 16Q: 3 clusters Score -2418612 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -2418674.500000 Penalty: 3507.071045
	Iteration 17Q: 3 clusters Score -2418674 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -2418721.500000 Penalty: 3507.071045
	Iteration 18Q: 3 clusters Score -2418722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -2418743.000000 Penalty: 3507.071045
	Iteration 19Q: 3 clusters Score -2418743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -2418756.500000 Penalty: 3507.071045
	Iteration 20F: 3 clusters Score -2418756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -2418760.250000 Penalty: 3507.071045
	Iteration 21Q: 3 clusters Score -2418760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -2418767.250000 Penalty: 3507.071045
	Iteration 22Q: 3 clusters Score -2418767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -2418768.000000 Penalty: 3507.071045
	Iteration 23Q: 3 clusters Score -2418768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -2418773.500000 Penalty: 3507.071045
	Iteration 24Q: 3 clusters Score -2418774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -2418782.500000 Penalty: 3507.071045
	Iteration 25Q: 3 clusters Score -2418782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -2418790.750000 Penalty: 3507.071045
	Iteration 26Q: 3 clusters Score -2418791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -2418793.250000 Penalty: 3507.071045
	Iteration 27Q: 3 clusters Score -2418793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -2418799.250000 Penalty: 3507.071045
	Iteration 28Q: 3 clusters Score -2418799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -2418804.750000 Penalty: 3507.071045
	Iteration 29Q: 3 clusters Score -2418805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -2418805.750000 Penalty: 3507.071045
	Iteration 30Q: 3 clusters Score -2418806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -2418809.500000 Penalty: 3507.071045
	Iteration 31Q: 3 clusters Score -2418810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -2418810.500000 Penalty: 3507.071045
	Iteration 32Q: 3 clusters Score -2418810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -2418815.000000 Penalty: 3507.071045
	Iteration 33Q: 3 clusters Score -2418815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -2418811.500000 Penalty: 3507.071045
	Iteration 34Q: 3 clusters Score -2418812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -2418808.750000 Penalty: 3507.071045
	Iteration 35Q: 3 clusters Score -2418809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -2418807.500000 Penalty: 3507.071045
	Iteration 36Q: 3 clusters Score -2418808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -2418807.500000 Penalty: 3507.071045
	Iteration 37Q: 3 clusters Score -2418808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -2418806.500000 Penalty: 3507.071045
	Iteration 38Q: 3 clusters Score -2418806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -2418810.000000 Penalty: 3507.071045
	Iteration 39Q: 3 clusters Score -2418810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -2418813.500000 Penalty: 3507.071045
	Iteration 40F: 3 clusters Score -2418814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -2418811.250000 Penalty: 3507.071045
	Iteration 41Q: 3 clusters Score -2418811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -2418808.000000 Penalty: 3507.071045
	Iteration 42Q: 3 clusters Score -2418808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -2418806.750000 Penalty: 3507.071045
	Iteration 43Q: 3 clusters Score -2418807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -2418807.000000 Penalty: 3507.071045
	Iteration 44Q: 3 clusters Score -2418807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -2418808.250000 Penalty: 3507.071045
	Iteration 45Q: 3 clusters Score -2418808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -2418805.750000 Penalty: 3507.071045
	Iteration 46Q: 3 clusters Score -2418806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -2418810.000000 Penalty: 3507.071045
	Iteration 47Q: 3 clusters Score -2418810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -2418810.000000 Penalty: 3507.071045
	Iteration 48F: 3 clusters Score -2418810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Entering Unmasked Estep 
Score: -795438.687500 Penalty: 1580.422241
	Iteration 0F: 2 clusters Score -795438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -783890.312500 Penalty: 3160.844482
	Iteration 0F: 3 clusters Score -783890.3 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -788059.562500 Penalty: 3160.844482
	Iteration 1F: 3 clusters Score -788059.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -788379.875000 Penalty: 3160.844482
	Iteration 2F: 3 clusters Score -788379.9 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -788736.062500 Penalty: 3160.844482
	Iteration 3Q: 3 clusters Score -788736.1 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -789214.312500 Penalty: 3160.844482
	Iteration 4F: 3 clusters Score -789214.3 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -789843.750000 Penalty: 3160.844482
	Iteration 5F: 3 clusters Score -789843.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -790649.500000 Penalty: 3160.844482
	Iteration 6F: 3 clusters Score -790649.5 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -791582.625000 Penalty: 3160.844482
	Iteration 7F: 3 clusters Score -791582.6 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -792448.437500 Penalty: 3160.844482
	Iteration 8F: 3 clusters Score -792448.4 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -793088.500000 Penalty: 3160.844482
	Iteration 9Q: 3 clusters Score -793088.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -793484.687500 Penalty: 3160.844482
	Iteration 10Q: 3 clusters Score -793484.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -793738.812500 Penalty: 3160.844482
	Iteration 11Q: 3 clusters Score -793738.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -793889.312500 Penalty: 3160.844482
	Iteration 12Q: 3 clusters Score -793889.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -793962.562500 Penalty: 3160.844482
	Iteration 13Q: 3 clusters Score -793962.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -794000.500000 Penalty: 3160.844482
	Iteration 14Q: 3 clusters Score -794000.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -794022.250000 Penalty: 3160.844482
	Iteration 15Q: 3 clusters Score -794022.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -794039.937500 Penalty: 3160.844482
	Iteration 16Q: 3 clusters Score -794039.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -794049.187500 Penalty: 3160.844482
	Iteration 17Q: 3 clusters Score -794049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -794059.250000 Penalty: 3160.844482
	Iteration 18Q: 3 clusters Score -794059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -794070.562500 Penalty: 3160.844482
	Iteration 19Q: 3 clusters Score -794070.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -794076.250000 Penalty: 3160.844482
	Iteration 20F: 3 clusters Score -794076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -794080.562500 Penalty: 3160.844482
	Iteration 21Q: 3 clusters Score -794080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -794084.500000 Penalty: 3160.844482
	Iteration 22Q: 3 clusters Score -794084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -794088.562500 Penalty: 3160.844482
	Iteration 23Q: 3 clusters Score -794088.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -794089.375000 Penalty: 3160.844482
	Iteration 24Q: 3 clusters Score -794089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -794089.375000 Penalty: 3160.844482
	Iteration 25F: 3 clusters Score -794089.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -177641.312500 Penalty: 1328.114380
	Iteration 0F: 2 clusters Score -177641.3 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 1793 members 
Entering Unmasked Estep 
Score: -174603.390625 Penalty: 2656.228760
	Iteration 0F: 3 clusters Score -174603.4 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -175375.796875 Penalty: 2656.228760
	Iteration 1F: 3 clusters Score -175375.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -175507.265625 Penalty: 2656.228760
	Iteration 2F: 3 clusters Score -175507.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -175589.171875 Penalty: 2656.228760
	Iteration 3Q: 3 clusters Score -175589.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -175643.875000 Penalty: 2656.228760
	Iteration 4Q: 3 clusters Score -175643.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -175688.812500 Penalty: 2656.228760
	Iteration 5Q: 3 clusters Score -175688.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -175724.171875 Penalty: 2656.228760
	Iteration 6Q: 3 clusters Score -175724.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -175752.593750 Penalty: 2656.228760
	Iteration 7Q: 3 clusters Score -175752.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -175778.203125 Penalty: 2656.228760
	Iteration 8Q: 3 clusters Score -175778.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -175805.078125 Penalty: 2656.228760
	Iteration 9Q: 3 clusters Score -175805.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -175829.359375 Penalty: 2656.228760
	Iteration 10Q: 3 clusters Score -175829.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -175848.484375 Penalty: 2656.228760
	Iteration 11Q: 3 clusters Score -175848.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -175864.046875 Penalty: 2656.228760
	Iteration 12Q: 3 clusters Score -175864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -175879.187500 Penalty: 2656.228760
	Iteration 13Q: 3 clusters Score -175879.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -175893.750000 Penalty: 2656.228760
	Iteration 14Q: 3 clusters Score -175893.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -175901.890625 Penalty: 2656.228760
	Iteration 15Q: 3 clusters Score -175901.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -175908.828125 Penalty: 2656.228760
	Iteration 16Q: 3 clusters Score -175908.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -175913.750000 Penalty: 2656.228760
	Iteration 17Q: 3 clusters Score -175913.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -175917.781250 Penalty: 2656.228760
	Iteration 18Q: 3 clusters Score -175917.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -175920.625000 Penalty: 2656.228760
	Iteration 19Q: 3 clusters Score -175920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -175922.625000 Penalty: 2656.228760
	Iteration 20F: 3 clusters Score -175922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -175925.296875 Penalty: 2656.228760
	Iteration 21Q: 3 clusters Score -175925.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -175928.796875 Penalty: 2656.228760
	Iteration 22Q: 3 clusters Score -175928.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -175935.250000 Penalty: 2656.228760
	Iteration 23Q: 3 clusters Score -175935.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -175942.500000 Penalty: 2656.228760
	Iteration 24Q: 3 clusters Score -175942.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -175946.421875 Penalty: 2656.228760
	Iteration 25Q: 3 clusters Score -175946.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -175950.828125 Penalty: 2656.228760
	Iteration 26Q: 3 clusters Score -175950.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -175958.218750 Penalty: 2656.228760
	Iteration 27Q: 3 clusters Score -175958.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -175962.984375 Penalty: 2656.228760
	Iteration 28Q: 3 clusters Score -175963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -175967.109375 Penalty: 2656.228760
	Iteration 29Q: 3 clusters Score -175967.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -175972.515625 Penalty: 2656.228760
	Iteration 30Q: 3 clusters Score -175972.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -175976.781250 Penalty: 2656.228760
	Iteration 31Q: 3 clusters Score -175976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -175979.859375 Penalty: 2656.228760
	Iteration 32Q: 3 clusters Score -175979.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -175982.890625 Penalty: 2656.228760
	Iteration 33Q: 3 clusters Score -175982.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -175987.265625 Penalty: 2656.228760
	Iteration 34Q: 3 clusters Score -175987.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -175991.015625 Penalty: 2656.228760
	Iteration 35Q: 3 clusters Score -175991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -175995.656250 Penalty: 2656.228760
	Iteration 36Q: 3 clusters Score -175995.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -176000.484375 Penalty: 2656.228760
	Iteration 37Q: 3 clusters Score -176000.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -176005.859375 Penalty: 2656.228760
	Iteration 38Q: 3 clusters Score -176005.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -176009.859375 Penalty: 2656.228760
	Iteration 39Q: 3 clusters Score -176009.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -176014.031250 Penalty: 2656.228760
	Iteration 40F: 3 clusters Score -176014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -176018.109375 Penalty: 2656.228760
	Iteration 41Q: 3 clusters Score -176018.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -176023.265625 Penalty: 2656.228760
	Iteration 42Q: 3 clusters Score -176023.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -176028.328125 Penalty: 2656.228760
	Iteration 43Q: 3 clusters Score -176028.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -176031.859375 Penalty: 2656.228760
	Iteration 44Q: 3 clusters Score -176031.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -176036.328125 Penalty: 2656.228760
	Iteration 45Q: 3 clusters Score -176036.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -176041.234375 Penalty: 2656.228760
	Iteration 46Q: 3 clusters Score -176041.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -176045.687500 Penalty: 2656.228760
	Iteration 47Q: 3 clusters Score -176045.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -176049.765625 Penalty: 2656.228760
	Iteration 48Q: 3 clusters Score -176049.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -176052.062500 Penalty: 2656.228760
	Iteration 49Q: 3 clusters Score -176052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -176053.578125 Penalty: 2656.228760
	Iteration 50Q: 3 clusters Score -176053.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -176054.718750 Penalty: 2656.228760
	Iteration 51Q: 3 clusters Score -176054.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -176055.625000 Penalty: 2656.228760
	Iteration 52Q: 3 clusters Score -176055.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -176057.156250 Penalty: 2656.228760
	Iteration 53Q: 3 clusters Score -176057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -176057.843750 Penalty: 2656.228760
	Iteration 54Q: 3 clusters Score -176057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -176058.984375 Penalty: 2656.228760
	Iteration 55Q: 3 clusters Score -176059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -176059.812500 Penalty: 2656.228760
	Iteration 56Q: 3 clusters Score -176059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -176060.390625 Penalty: 2656.228760
	Iteration 57Q: 3 clusters Score -176060.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -176061.406250 Penalty: 2656.228760
	Iteration 58Q: 3 clusters Score -176061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -176061.890625 Penalty: 2656.228760
	Iteration 59Q: 3 clusters Score -176061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -176064.093750 Penalty: 2656.228760
	Iteration 60F: 3 clusters Score -176064.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -176065.656250 Penalty: 2656.228760
	Iteration 61Q: 3 clusters Score -176065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -176066.640625 Penalty: 2656.228760
	Iteration 62Q: 3 clusters Score -176066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -176066.765625 Penalty: 2656.228760
	Iteration 63Q: 3 clusters Score -176066.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -176066.984375 Penalty: 2656.228760
	Iteration 64Q: 3 clusters Score -176067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -176067.156250 Penalty: 2656.228760
	Iteration 65Q: 3 clusters Score -176067.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -176067.156250 Penalty: 2656.228760
	Iteration 66F: 3 clusters Score -176067.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Entering Unmasked Estep 
Score: -657249.125000 Penalty: 1536.209961
	Iteration 0F: 2 clusters Score -657249.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -648327.000000 Penalty: 3072.419922
	Iteration 0F: 3 clusters Score -648327 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -651307.187500 Penalty: 3072.419922
	Iteration 1F: 3 clusters Score -651307.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -651509.687500 Penalty: 3072.419922
	Iteration 2Q: 3 clusters Score -651509.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -651681.187500 Penalty: 3072.419922
	Iteration 3Q: 3 clusters Score -651681.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -651809.125000 Penalty: 3072.419922
	Iteration 4Q: 3 clusters Score -651809.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -651949.750000 Penalty: 3072.419922
	Iteration 5Q: 3 clusters Score -651949.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -652091.937500 Penalty: 3072.419922
	Iteration 6Q: 3 clusters Score -652091.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -652258.750000 Penalty: 3072.419922
	Iteration 7Q: 3 clusters Score -652258.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -652497.625000 Penalty: 3072.419922
	Iteration 8Q: 3 clusters Score -652497.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -652782.875000 Penalty: 3072.419922
	Iteration 9Q: 3 clusters Score -652782.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -653117.875000 Penalty: 3072.419922
	Iteration 10Q: 3 clusters Score -653117.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -653484.500000 Penalty: 3072.419922
	Iteration 11Q: 3 clusters Score -653484.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -653828.125000 Penalty: 3072.419922
	Iteration 12Q: 3 clusters Score -653828.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -654164.500000 Penalty: 3072.419922
	Iteration 13Q: 3 clusters Score -654164.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -654471.750000 Penalty: 3072.419922
	Iteration 14Q: 3 clusters Score -654471.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -654721.437500 Penalty: 3072.419922
	Iteration 15Q: 3 clusters Score -654721.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -654938.000000 Penalty: 3072.419922
	Iteration 16Q: 3 clusters Score -654938 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -655103.000000 Penalty: 3072.419922
	Iteration 17Q: 3 clusters Score -655103 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -655242.250000 Penalty: 3072.419922
	Iteration 18Q: 3 clusters Score -655242.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -655367.937500 Penalty: 3072.419922
	Iteration 19Q: 3 clusters Score -655367.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -655473.250000 Penalty: 3072.419922
	Iteration 20F: 3 clusters Score -655473.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -655562.250000 Penalty: 3072.419922
	Iteration 21Q: 3 clusters Score -655562.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -655624.937500 Penalty: 3072.419922
	Iteration 22Q: 3 clusters Score -655624.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -655671.875000 Penalty: 3072.419922
	Iteration 23Q: 3 clusters Score -655671.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -655716.125000 Penalty: 3072.419922
	Iteration 24Q: 3 clusters Score -655716.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -655753.437500 Penalty: 3072.419922
	Iteration 25Q: 3 clusters Score -655753.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -655785.375000 Penalty: 3072.419922
	Iteration 26Q: 3 clusters Score -655785.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -655824.750000 Penalty: 3072.419922
	Iteration 27Q: 3 clusters Score -655824.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -655854.437500 Penalty: 3072.419922
	Iteration 28Q: 3 clusters Score -655854.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -655883.625000 Penalty: 3072.419922
	Iteration 29Q: 3 clusters Score -655883.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -655903.062500 Penalty: 3072.419922
	Iteration 30Q: 3 clusters Score -655903.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -655915.875000 Penalty: 3072.419922
	Iteration 31Q: 3 clusters Score -655915.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -655926.812500 Penalty: 3072.419922
	Iteration 32Q: 3 clusters Score -655926.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -655939.312500 Penalty: 3072.419922
	Iteration 33Q: 3 clusters Score -655939.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -655950.000000 Penalty: 3072.419922
	Iteration 34Q: 3 clusters Score -655950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -655956.500000 Penalty: 3072.419922
	Iteration 35Q: 3 clusters Score -655956.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -655968.812500 Penalty: 3072.419922
	Iteration 36Q: 3 clusters Score -655968.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -655980.625000 Penalty: 3072.419922
	Iteration 37Q: 3 clusters Score -655980.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -655989.875000 Penalty: 3072.419922
	Iteration 38Q: 3 clusters Score -655989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -655995.687500 Penalty: 3072.419922
	Iteration 39Q: 3 clusters Score -655995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -655999.250000 Penalty: 3072.419922
	Iteration 40F: 3 clusters Score -655999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -656001.437500 Penalty: 3072.419922
	Iteration 41Q: 3 clusters Score -656001.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -656006.250000 Penalty: 3072.419922
	Iteration 42Q: 3 clusters Score -656006.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -656009.937500 Penalty: 3072.419922
	Iteration 43Q: 3 clusters Score -656009.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -656012.937500 Penalty: 3072.419922
	Iteration 44Q: 3 clusters Score -656012.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -656014.062500 Penalty: 3072.419922
	Iteration 45Q: 3 clusters Score -656014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -656015.125000 Penalty: 3072.419922
	Iteration 46Q: 3 clusters Score -656015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -656015.375000 Penalty: 3072.419922
	Iteration 47Q: 3 clusters Score -656015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -656017.375000 Penalty: 3072.419922
	Iteration 48Q: 3 clusters Score -656017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -656016.875000 Penalty: 3072.419922
	Iteration 49Q: 3 clusters Score -656016.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -656017.437500 Penalty: 3072.419922
	Iteration 50Q: 3 clusters Score -656017.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -656018.125000 Penalty: 3072.419922
	Iteration 51Q: 3 clusters Score -656018.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -656019.062500 Penalty: 3072.419922
	Iteration 52Q: 3 clusters Score -656019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -656020.312500 Penalty: 3072.419922
	Iteration 53Q: 3 clusters Score -656020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -656020.312500 Penalty: 3072.419922
	Iteration 54F: 3 clusters Score -656020.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Entering Unmasked Estep 
Score: -379674.312500 Penalty: 1463.058838
	Iteration 0F: 2 clusters Score -379674.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -373737.812500 Penalty: 2926.117676
	Iteration 0F: 3 clusters Score -373737.8 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -375530.093750 Penalty: 2926.117676
	Iteration 1F: 3 clusters Score -375530.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -375745.750000 Penalty: 2926.117676
	Iteration 2F: 3 clusters Score -375745.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -375924.500000 Penalty: 2926.117676
	Iteration 3Q: 3 clusters Score -375924.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -376054.375000 Penalty: 2926.117676
	Iteration 4Q: 3 clusters Score -376054.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -376194.125000 Penalty: 2926.117676
	Iteration 5Q: 3 clusters Score -376194.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -376336.250000 Penalty: 2926.117676
	Iteration 6Q: 3 clusters Score -376336.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -376457.812500 Penalty: 2926.117676
	Iteration 7Q: 3 clusters Score -376457.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -376578.312500 Penalty: 2926.117676
	Iteration 8Q: 3 clusters Score -376578.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -376697.281250 Penalty: 2926.117676
	Iteration 9Q: 3 clusters Score -376697.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -376828.937500 Penalty: 2926.117676
	Iteration 10Q: 3 clusters Score -376828.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -376951.531250 Penalty: 2926.117676
	Iteration 11Q: 3 clusters Score -376951.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -377067.593750 Penalty: 2926.117676
	Iteration 12Q: 3 clusters Score -377067.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -377180.906250 Penalty: 2926.117676
	Iteration 13Q: 3 clusters Score -377180.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -377329.437500 Penalty: 2926.117676
	Iteration 14Q: 3 clusters Score -377329.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -377488.500000 Penalty: 2926.117676
	Iteration 15Q: 3 clusters Score -377488.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -377652.125000 Penalty: 2926.117676
	Iteration 16Q: 3 clusters Score -377652.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -377814.656250 Penalty: 2926.117676
	Iteration 17Q: 3 clusters Score -377814.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -377964.750000 Penalty: 2926.117676
	Iteration 18Q: 3 clusters Score -377964.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -378073.343750 Penalty: 2926.117676
	Iteration 19Q: 3 clusters Score -378073.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -378144.468750 Penalty: 2926.117676
	Iteration 20F: 3 clusters Score -378144.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -378204.968750 Penalty: 2926.117676
	Iteration 21Q: 3 clusters Score -378205 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -378247.625000 Penalty: 2926.117676
	Iteration 22Q: 3 clusters Score -378247.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -378284.500000 Penalty: 2926.117676
	Iteration 23Q: 3 clusters Score -378284.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -378307.968750 Penalty: 2926.117676
	Iteration 24Q: 3 clusters Score -378308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -378332.843750 Penalty: 2926.117676
	Iteration 25Q: 3 clusters Score -378332.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -378349.375000 Penalty: 2926.117676
	Iteration 26Q: 3 clusters Score -378349.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -378365.750000 Penalty: 2926.117676
	Iteration 27Q: 3 clusters Score -378365.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -378374.218750 Penalty: 2926.117676
	Iteration 28Q: 3 clusters Score -378374.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -378383.250000 Penalty: 2926.117676
	Iteration 29Q: 3 clusters Score -378383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -378387.187500 Penalty: 2926.117676
	Iteration 30Q: 3 clusters Score -378387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -378389.468750 Penalty: 2926.117676
	Iteration 31Q: 3 clusters Score -378389.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -378391.093750 Penalty: 2926.117676
	Iteration 32Q: 3 clusters Score -378391.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -378392.375000 Penalty: 2926.117676
	Iteration 33Q: 3 clusters Score -378392.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -378392.468750 Penalty: 2926.117676
	Iteration 34Q: 3 clusters Score -378392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -378393.281250 Penalty: 2926.117676
	Iteration 35Q: 3 clusters Score -378393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -378394.750000 Penalty: 2926.117676
	Iteration 36Q: 3 clusters Score -378394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -378395.656250 Penalty: 2926.117676
	Iteration 37Q: 3 clusters Score -378395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -378395.656250 Penalty: 2926.117676
	Iteration 38F: 3 clusters Score -378395.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Entering Unmasked Estep 
Score: -1393248.875000 Penalty: 1660.117310
	Iteration 0F: 2 clusters Score -1393249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1374696.250000 Penalty: 3320.234619
	Iteration 0F: 3 clusters Score -1374696 nChanged 12573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1381487.125000 Penalty: 3320.234619
	Iteration 1F: 3 clusters Score -1381487 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -1381890.500000 Penalty: 3320.234619
	Iteration 2Q: 3 clusters Score -1381890 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1382329.750000 Penalty: 3320.234619
	Iteration 3Q: 3 clusters Score -1382330 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1382956.875000 Penalty: 3320.234619
	Iteration 4F: 3 clusters Score -1382957 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1383905.125000 Penalty: 3320.234619
	Iteration 5F: 3 clusters Score -1383905 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -1385286.750000 Penalty: 3320.234619
	Iteration 6F: 3 clusters Score -1385287 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -1387007.875000 Penalty: 3320.234619
	Iteration 7F: 3 clusters Score -1387008 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -1388655.750000 Penalty: 3320.234619
	Iteration 8F: 3 clusters Score -1388656 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -1389911.500000 Penalty: 3320.234619
	Iteration 9F: 3 clusters Score -1389912 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -1390764.625000 Penalty: 3320.234619
	Iteration 10Q: 3 clusters Score -1390765 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -1391330.750000 Penalty: 3320.234619
	Iteration 11Q: 3 clusters Score -1391331 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -1391614.625000 Penalty: 3320.234619
	Iteration 12Q: 3 clusters Score -1391615 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -1391749.125000 Penalty: 3320.234619
	Iteration 13Q: 3 clusters Score -1391749 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1391822.875000 Penalty: 3320.234619
	Iteration 14Q: 3 clusters Score -1391823 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -1391869.125000 Penalty: 3320.234619
	Iteration 15Q: 3 clusters Score -1391869 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -1391898.125000 Penalty: 3320.234619
	Iteration 16Q: 3 clusters Score -1391898 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -1391918.375000 Penalty: 3320.234619
	Iteration 17Q: 3 clusters Score -1391918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -1391929.000000 Penalty: 3320.234619
	Iteration 18Q: 3 clusters Score -1391929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -1391942.500000 Penalty: 3320.234619
	Iteration 19Q: 3 clusters Score -1391942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -1391960.375000 Penalty: 3320.234619
	Iteration 20F: 3 clusters Score -1391960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -1391968.375000 Penalty: 3320.234619
	Iteration 21Q: 3 clusters Score -1391968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -1391975.625000 Penalty: 3320.234619
	Iteration 22Q: 3 clusters Score -1391976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -1391980.125000 Penalty: 3320.234619
	Iteration 23Q: 3 clusters Score -1391980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -1391985.250000 Penalty: 3320.234619
	Iteration 24Q: 3 clusters Score -1391985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -1391989.875000 Penalty: 3320.234619
	Iteration 25Q: 3 clusters Score -1391990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -1391996.250000 Penalty: 3320.234619
	Iteration 26Q: 3 clusters Score -1391996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -1391997.750000 Penalty: 3320.234619
	Iteration 27Q: 3 clusters Score -1391998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -1391995.500000 Penalty: 3320.234619
	Iteration 28Q: 3 clusters Score -1391996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -1391995.875000 Penalty: 3320.234619
	Iteration 29Q: 3 clusters Score -1391996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -1391998.125000 Penalty: 3320.234619
	Iteration 30Q: 3 clusters Score -1391998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -1391999.750000 Penalty: 3320.234619
	Iteration 31Q: 3 clusters Score -1392000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -1391997.625000 Penalty: 3320.234619
	Iteration 32Q: 3 clusters Score -1391998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -1391997.625000 Penalty: 3320.234619
	Iteration 33F: 3 clusters Score -1391998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Entering Unmasked Estep 
Score: -185011.781250 Penalty: 1364.338501
	Iteration 0F: 2 clusters Score -185011.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -181418.578125 Penalty: 2728.677002
	Iteration 0F: 3 clusters Score -181418.6 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -182428.750000 Penalty: 2728.677002
	Iteration 1F: 3 clusters Score -182428.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -182675.625000 Penalty: 2728.677002
	Iteration 2F: 3 clusters Score -182675.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -182838.265625 Penalty: 2728.677002
	Iteration 3F: 3 clusters Score -182838.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -182974.875000 Penalty: 2728.677002
	Iteration 4Q: 3 clusters Score -182974.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -183094.031250 Penalty: 2728.677002
	Iteration 5Q: 3 clusters Score -183094 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -183203.718750 Penalty: 2728.677002
	Iteration 6Q: 3 clusters Score -183203.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -183288.125000 Penalty: 2728.677002
	Iteration 7Q: 3 clusters Score -183288.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -183363.250000 Penalty: 2728.677002
	Iteration 8Q: 3 clusters Score -183363.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -183419.437500 Penalty: 2728.677002
	Iteration 9Q: 3 clusters Score -183419.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -183468.515625 Penalty: 2728.677002
	Iteration 10Q: 3 clusters Score -183468.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -183515.812500 Penalty: 2728.677002
	Iteration 11Q: 3 clusters Score -183515.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -183551.937500 Penalty: 2728.677002
	Iteration 12Q: 3 clusters Score -183551.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -183579.781250 Penalty: 2728.677002
	Iteration 13Q: 3 clusters Score -183579.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -183613.078125 Penalty: 2728.677002
	Iteration 14Q: 3 clusters Score -183613.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -183645.765625 Penalty: 2728.677002
	Iteration 15Q: 3 clusters Score -183645.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -183672.640625 Penalty: 2728.677002
	Iteration 16Q: 3 clusters Score -183672.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -183704.781250 Penalty: 2728.677002
	Iteration 17Q: 3 clusters Score -183704.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -183721.531250 Penalty: 2728.677002
	Iteration 18Q: 3 clusters Score -183721.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -183730.140625 Penalty: 2728.677002
	Iteration 19Q: 3 clusters Score -183730.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -183737.500000 Penalty: 2728.677002
	Iteration 20F: 3 clusters Score -183737.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -183744.953125 Penalty: 2728.677002
	Iteration 21Q: 3 clusters Score -183745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -183749.921875 Penalty: 2728.677002
	Iteration 22Q: 3 clusters Score -183749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -183753.531250 Penalty: 2728.677002
	Iteration 23Q: 3 clusters Score -183753.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -183755.828125 Penalty: 2728.677002
	Iteration 24Q: 3 clusters Score -183755.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -183757.765625 Penalty: 2728.677002
	Iteration 25Q: 3 clusters Score -183757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -183760.109375 Penalty: 2728.677002
	Iteration 26Q: 3 clusters Score -183760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -183761.171875 Penalty: 2728.677002
	Iteration 27Q: 3 clusters Score -183761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -183762.031250 Penalty: 2728.677002
	Iteration 28Q: 3 clusters Score -183762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -183763.281250 Penalty: 2728.677002
	Iteration 29Q: 3 clusters Score -183763.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -183764.875000 Penalty: 2728.677002
	Iteration 30Q: 3 clusters Score -183764.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -183765.750000 Penalty: 2728.677002
	Iteration 31Q: 3 clusters Score -183765.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -183766.265625 Penalty: 2728.677002
	Iteration 32Q: 3 clusters Score -183766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -183766.640625 Penalty: 2728.677002
	Iteration 33Q: 3 clusters Score -183766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -183766.906250 Penalty: 2728.677002
	Iteration 34Q: 3 clusters Score -183766.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -183767.875000 Penalty: 2728.677002
	Iteration 35Q: 3 clusters Score -183767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -183768.375000 Penalty: 2728.677002
	Iteration 36Q: 3 clusters Score -183768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -183769.328125 Penalty: 2728.677002
	Iteration 37Q: 3 clusters Score -183769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -183769.609375 Penalty: 2728.677002
	Iteration 38Q: 3 clusters Score -183769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -183770.281250 Penalty: 2728.677002
	Iteration 39Q: 3 clusters Score -183770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -183770.125000 Penalty: 2728.677002
	Iteration 40F: 3 clusters Score -183770.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -183770.500000 Penalty: 2728.677002
	Iteration 41Q: 3 clusters Score -183770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -183770.500000 Penalty: 2728.677002
	Iteration 42F: 3 clusters Score -183770.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Entering Unmasked Estep 
Score: -282682.875000 Penalty: 1414.831543
	Iteration 0F: 2 clusters Score -282682.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -277972.375000 Penalty: 2829.663086
	Iteration 0F: 3 clusters Score -277972.4 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -279545.593750 Penalty: 2829.663086
	Iteration 1F: 3 clusters Score -279545.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -280031.593750 Penalty: 2829.663086
	Iteration 2F: 3 clusters Score -280031.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -280429.375000 Penalty: 2829.663086
	Iteration 3F: 3 clusters Score -280429.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -280743.625000 Penalty: 2829.663086
	Iteration 4F: 3 clusters Score -280743.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -281025.750000 Penalty: 2829.663086
	Iteration 5F: 3 clusters Score -281025.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -281263.906250 Penalty: 2829.663086
	Iteration 6F: 3 clusters Score -281263.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -281447.062500 Penalty: 2829.663086
	Iteration 7Q: 3 clusters Score -281447.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -281570.406250 Penalty: 2829.663086
	Iteration 8Q: 3 clusters Score -281570.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -281651.781250 Penalty: 2829.663086
	Iteration 9Q: 3 clusters Score -281651.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -281718.406250 Penalty: 2829.663086
	Iteration 10Q: 3 clusters Score -281718.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -281775.312500 Penalty: 2829.663086
	Iteration 11Q: 3 clusters Score -281775.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -281824.625000 Penalty: 2829.663086
	Iteration 12Q: 3 clusters Score -281824.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -281862.843750 Penalty: 2829.663086
	Iteration 13Q: 3 clusters Score -281862.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -281918.125000 Penalty: 2829.663086
	Iteration 14Q: 3 clusters Score -281918.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -281962.875000 Penalty: 2829.663086
	Iteration 15Q: 3 clusters Score -281962.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -281991.062500 Penalty: 2829.663086
	Iteration 16Q: 3 clusters Score -281991.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -282008.093750 Penalty: 2829.663086
	Iteration 17Q: 3 clusters Score -282008.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -282022.281250 Penalty: 2829.663086
	Iteration 18Q: 3 clusters Score -282022.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -282032.218750 Penalty: 2829.663086
	Iteration 19Q: 3 clusters Score -282032.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -282038.937500 Penalty: 2829.663086
	Iteration 20F: 3 clusters Score -282038.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -282045.812500 Penalty: 2829.663086
	Iteration 21Q: 3 clusters Score -282045.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -282049.750000 Penalty: 2829.663086
	Iteration 22Q: 3 clusters Score -282049.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -282057.093750 Penalty: 2829.663086
	Iteration 23Q: 3 clusters Score -282057.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -282063.218750 Penalty: 2829.663086
	Iteration 24Q: 3 clusters Score -282063.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -282067.656250 Penalty: 2829.663086
	Iteration 25Q: 3 clusters Score -282067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -282068.531250 Penalty: 2829.663086
	Iteration 26Q: 3 clusters Score -282068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -282070.156250 Penalty: 2829.663086
	Iteration 27Q: 3 clusters Score -282070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -282071.906250 Penalty: 2829.663086
	Iteration 28Q: 3 clusters Score -282071.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -282075.812500 Penalty: 2829.663086
	Iteration 29Q: 3 clusters Score -282075.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -282077.812500 Penalty: 2829.663086
	Iteration 30Q: 3 clusters Score -282077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -282082.093750 Penalty: 2829.663086
	Iteration 31Q: 3 clusters Score -282082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -282082.750000 Penalty: 2829.663086
	Iteration 32Q: 3 clusters Score -282082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -282082.750000 Penalty: 2829.663086
	Iteration 33F: 3 clusters Score -282082.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Entering Unmasked Estep 
Score: -186750.750000 Penalty: 1327.286865
	Iteration 0F: 2 clusters Score -186750.8 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 1728 members 
Entering Unmasked Estep 
Score: -183637.484375 Penalty: 2654.573730
	Iteration 0F: 3 clusters Score -183637.5 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -184406.140625 Penalty: 2654.573730
	Iteration 1F: 3 clusters Score -184406.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -184552.937500 Penalty: 2654.573730
	Iteration 2F: 3 clusters Score -184552.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -184642.437500 Penalty: 2654.573730
	Iteration 3Q: 3 clusters Score -184642.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -184725.109375 Penalty: 2654.573730
	Iteration 4Q: 3 clusters Score -184725.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -184793.250000 Penalty: 2654.573730
	Iteration 5Q: 3 clusters Score -184793.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -184847.156250 Penalty: 2654.573730
	Iteration 6Q: 3 clusters Score -184847.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -184895.750000 Penalty: 2654.573730
	Iteration 7Q: 3 clusters Score -184895.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -184937.109375 Penalty: 2654.573730
	Iteration 8Q: 3 clusters Score -184937.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -184982.000000 Penalty: 2654.573730
	Iteration 9Q: 3 clusters Score -184982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -185024.515625 Penalty: 2654.573730
	Iteration 10Q: 3 clusters Score -185024.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -185071.515625 Penalty: 2654.573730
	Iteration 11Q: 3 clusters Score -185071.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -185116.031250 Penalty: 2654.573730
	Iteration 12Q: 3 clusters Score -185116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -185154.140625 Penalty: 2654.573730
	Iteration 13Q: 3 clusters Score -185154.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -185195.312500 Penalty: 2654.573730
	Iteration 14Q: 3 clusters Score -185195.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -185231.734375 Penalty: 2654.573730
	Iteration 15Q: 3 clusters Score -185231.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -185255.531250 Penalty: 2654.573730
	Iteration 16Q: 3 clusters Score -185255.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -185278.812500 Penalty: 2654.573730
	Iteration 17Q: 3 clusters Score -185278.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -185301.812500 Penalty: 2654.573730
	Iteration 18Q: 3 clusters Score -185301.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -185323.812500 Penalty: 2654.573730
	Iteration 19Q: 3 clusters Score -185323.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -185337.890625 Penalty: 2654.573730
	Iteration 20F: 3 clusters Score -185337.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -185354.140625 Penalty: 2654.573730
	Iteration 21Q: 3 clusters Score -185354.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -185370.750000 Penalty: 2654.573730
	Iteration 22Q: 3 clusters Score -185370.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -185382.546875 Penalty: 2654.573730
	Iteration 23Q: 3 clusters Score -185382.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -185395.343750 Penalty: 2654.573730
	Iteration 24Q: 3 clusters Score -185395.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -185408.343750 Penalty: 2654.573730
	Iteration 25Q: 3 clusters Score -185408.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -185422.000000 Penalty: 2654.573730
	Iteration 26Q: 3 clusters Score -185422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -185433.609375 Penalty: 2654.573730
	Iteration 27Q: 3 clusters Score -185433.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -185443.390625 Penalty: 2654.573730
	Iteration 28Q: 3 clusters Score -185443.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -185451.671875 Penalty: 2654.573730
	Iteration 29Q: 3 clusters Score -185451.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -185458.031250 Penalty: 2654.573730
	Iteration 30Q: 3 clusters Score -185458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -185462.031250 Penalty: 2654.573730
	Iteration 31Q: 3 clusters Score -185462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -185465.531250 Penalty: 2654.573730
	Iteration 32Q: 3 clusters Score -185465.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -185469.312500 Penalty: 2654.573730
	Iteration 33Q: 3 clusters Score -185469.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -185471.468750 Penalty: 2654.573730
	Iteration 34Q: 3 clusters Score -185471.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -185472.687500 Penalty: 2654.573730
	Iteration 35Q: 3 clusters Score -185472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -185475.390625 Penalty: 2654.573730
	Iteration 36Q: 3 clusters Score -185475.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -185478.000000 Penalty: 2654.573730
	Iteration 37Q: 3 clusters Score -185478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -185481.734375 Penalty: 2654.573730
	Iteration 38Q: 3 clusters Score -185481.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -185485.343750 Penalty: 2654.573730
	Iteration 39Q: 3 clusters Score -185485.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -185495.125000 Penalty: 2654.573730
	Iteration 40F: 3 clusters Score -185495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -185501.375000 Penalty: 2654.573730
	Iteration 41Q: 3 clusters Score -185501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -185504.250000 Penalty: 2654.573730
	Iteration 42Q: 3 clusters Score -185504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -185511.265625 Penalty: 2654.573730
	Iteration 43Q: 3 clusters Score -185511.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -185513.687500 Penalty: 2654.573730
	Iteration 44Q: 3 clusters Score -185513.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -185515.968750 Penalty: 2654.573730
	Iteration 45Q: 3 clusters Score -185516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -185517.296875 Penalty: 2654.573730
	Iteration 46Q: 3 clusters Score -185517.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -185518.312500 Penalty: 2654.573730
	Iteration 47Q: 3 clusters Score -185518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -185519.140625 Penalty: 2654.573730
	Iteration 48Q: 3 clusters Score -185519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -185522.109375 Penalty: 2654.573730
	Iteration 49Q: 3 clusters Score -185522.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -185524.062500 Penalty: 2654.573730
	Iteration 50Q: 3 clusters Score -185524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -185526.046875 Penalty: 2654.573730
	Iteration 51Q: 3 clusters Score -185526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -185526.234375 Penalty: 2654.573730
	Iteration 52Q: 3 clusters Score -185526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -185526.234375 Penalty: 2654.573730
	Iteration 53F: 3 clusters Score -185526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370065 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11636 members 
Mstep: Class 4 contains 8008 members 
Mstep: Class 5 contains 8015 members 
Mstep: Class 6 contains 16388 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 35261 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48581 members 
Mstep: Class 12 contains 16742 members 
Mstep: Class 15 contains 3544 members 
Mstep: Class 17 contains 12754 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 27340 members 
Mstep: Class 21 contains 4429 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195472.000000 Penalty: 41003.015625
Iteration 159Q: 20 clusters Score -2.819547e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370146 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11647 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 7975 members 
Mstep: Class 6 contains 16387 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 35205 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48580 members 
Mstep: Class 12 contains 16734 members 
Mstep: Class 15 contains 3544 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 27342 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 3527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195406.000000 Penalty: 41003.015625
Iteration 160F: 20 clusters Score -2.819541e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370214 members 
Mstep: Class 2 contains 581 members 
Mstep: Class 3 contains 11669 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 7944 members 
Mstep: Class 6 contains 16387 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 35148 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48580 members 
Mstep: Class 12 contains 16730 members 
Mstep: Class 15 contains 3541 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 8128 members 
Mstep: Class 19 contains 27347 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 3527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195440.000000 Penalty: 41003.015625
Iteration 161Q: 20 clusters Score -2.819544e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370284 members 
Mstep: Class 2 contains 580 members 
Mstep: Class 3 contains 11693 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 7905 members 
Mstep: Class 6 contains 16387 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 35087 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48580 members 
Mstep: Class 12 contains 16729 members 
Mstep: Class 15 contains 3539 members 
Mstep: Class 17 contains 12769 members 
Mstep: Class 18 contains 8126 members 
Mstep: Class 19 contains 27354 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195418.000000 Penalty: 41003.015625
Iteration 162Q: 20 clusters Score -2.819542e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370372 members 
Mstep: Class 2 contains 578 members 
Mstep: Class 3 contains 11718 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 7860 members 
Mstep: Class 6 contains 16387 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 35020 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48581 members 
Mstep: Class 12 contains 16726 members 
Mstep: Class 15 contains 3535 members 
Mstep: Class 17 contains 12772 members 
Mstep: Class 18 contains 8123 members 
Mstep: Class 19 contains 27357 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195466.000000 Penalty: 41003.015625
Iteration 163Q: 20 clusters Score -2.819547e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370449 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 11748 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 7819 members 
Mstep: Class 6 contains 16385 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 34948 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48587 members 
Mstep: Class 12 contains 16722 members 
Mstep: Class 15 contains 3534 members 
Mstep: Class 17 contains 12773 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 27364 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195456.000000 Penalty: 41003.015625
Iteration 164Q: 20 clusters Score -2.819546e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370533 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 11778 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 6 contains 16382 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 34871 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48593 members 
Mstep: Class 12 contains 16721 members 
Mstep: Class 15 contains 3532 members 
Mstep: Class 17 contains 12773 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 27365 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 6041 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195498.000000 Penalty: 41003.015625
Iteration 165Q: 20 clusters Score -2.81955e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370614 members 
Mstep: Class 2 contains 577 members 
Mstep: Class 3 contains 11797 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 7747 members 
Mstep: Class 6 contains 16380 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 34811 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48580 members 
Mstep: Class 12 contains 16718 members 
Mstep: Class 15 contains 3532 members 
Mstep: Class 17 contains 12773 members 
Mstep: Class 18 contains 8125 members 
Mstep: Class 19 contains 27370 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 6042 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195534.000000 Penalty: 41003.015625
Iteration 166Q: 20 clusters Score -2.819553e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370697 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 11818 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 7714 members 
Mstep: Class 6 contains 16376 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34743 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48578 members 
Mstep: Class 12 contains 16716 members 
Mstep: Class 15 contains 3532 members 
Mstep: Class 17 contains 12773 members 
Mstep: Class 18 contains 8125 members 
Mstep: Class 19 contains 27372 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 3529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195558.000000 Penalty: 41003.015625
Iteration 167Q: 20 clusters Score -2.819556e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370783 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 11841 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 7681 members 
Mstep: Class 6 contains 16372 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34681 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48567 members 
Mstep: Class 12 contains 16714 members 
Mstep: Class 15 contains 3533 members 
Mstep: Class 17 contains 12771 members 
Mstep: Class 18 contains 8125 members 
Mstep: Class 19 contains 27375 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 6045 members 
Mstep: Class 23 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195550.000000 Penalty: 41003.015625
Iteration 168Q: 20 clusters Score -2.819555e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370860 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 11859 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 7644 members 
Mstep: Class 6 contains 16369 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34633 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 48567 members 
Mstep: Class 12 contains 16711 members 
Mstep: Class 15 contains 3532 members 
Mstep: Class 17 contains 12765 members 
Mstep: Class 18 contains 8127 members 
Mstep: Class 19 contains 27375 members 
Mstep: Class 21 contains 4449 members 
Mstep: Class 22 contains 6046 members 
Mstep: Class 23 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195566.000000 Penalty: 41003.015625
Iteration 169Q: 20 clusters Score -2.819557e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370927 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 11877 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 7612 members 
Mstep: Class 6 contains 16368 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34587 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 48566 members 
Mstep: Class 12 contains 16708 members 
Mstep: Class 15 contains 3530 members 
Mstep: Class 17 contains 12763 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 27377 members 
Mstep: Class 21 contains 4453 members 
Mstep: Class 22 contains 6045 members 
Mstep: Class 23 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195524.000000 Penalty: 41003.015625
Iteration 170Q: 20 clusters Score -2.819552e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 370999 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 11891 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 16364 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34538 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48568 members 
Mstep: Class 12 contains 16702 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 8121 members 
Mstep: Class 19 contains 27381 members 
Mstep: Class 21 contains 4458 members 
Mstep: Class 22 contains 6045 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195520.000000 Penalty: 41003.015625
Iteration 171Q: 20 clusters Score -2.819552e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371083 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 11911 members 
Mstep: Class 4 contains 8011 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 16358 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34482 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1238 members 
Mstep: Class 11 contains 48568 members 
Mstep: Class 12 contains 16699 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 17 contains 12757 members 
Mstep: Class 18 contains 8118 members 
Mstep: Class 19 contains 27384 members 
Mstep: Class 21 contains 4457 members 
Mstep: Class 22 contains 6045 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195508.000000 Penalty: 41003.015625
Iteration 172Q: 20 clusters Score -2.819551e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371154 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 11926 members 
Mstep: Class 4 contains 8010 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 6 contains 16352 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34419 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48580 members 
Mstep: Class 12 contains 16695 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 8118 members 
Mstep: Class 19 contains 27386 members 
Mstep: Class 21 contains 4453 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195492.000000 Penalty: 41003.015625
Iteration 173Q: 20 clusters Score -2.819549e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371201 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 11948 members 
Mstep: Class 4 contains 8012 members 
Mstep: Class 5 contains 7498 members 
Mstep: Class 6 contains 16348 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34370 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48584 members 
Mstep: Class 12 contains 16691 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12764 members 
Mstep: Class 18 contains 8118 members 
Mstep: Class 19 contains 27387 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195494.000000 Penalty: 41003.015625
Iteration 174Q: 20 clusters Score -2.819549e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371248 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 11970 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 7485 members 
Mstep: Class 6 contains 16342 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34313 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 48588 members 
Mstep: Class 12 contains 16686 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12766 members 
Mstep: Class 18 contains 8119 members 
Mstep: Class 19 contains 27388 members 
Mstep: Class 21 contains 4453 members 
Mstep: Class 22 contains 6044 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195536.000000 Penalty: 41003.015625
Iteration 175Q: 20 clusters Score -2.819554e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371291 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 11992 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 7470 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34251 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 48592 members 
Mstep: Class 12 contains 16683 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12777 members 
Mstep: Class 18 contains 8119 members 
Mstep: Class 19 contains 27391 members 
Mstep: Class 21 contains 4450 members 
Mstep: Class 22 contains 6046 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195542.000000 Penalty: 41003.015625
Iteration 176Q: 20 clusters Score -2.819554e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371333 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 12017 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 7449 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34193 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 48598 members 
Mstep: Class 12 contains 16678 members 
Mstep: Class 15 contains 3530 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 8120 members 
Mstep: Class 19 contains 27397 members 
Mstep: Class 21 contains 4444 members 
Mstep: Class 22 contains 6050 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195532.000000 Penalty: 41003.015625
Iteration 177Q: 20 clusters Score -2.819553e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371380 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 12031 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 7428 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34146 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 48606 members 
Mstep: Class 12 contains 16675 members 
Mstep: Class 15 contains 3530 members 
Mstep: Class 17 contains 12787 members 
Mstep: Class 18 contains 8115 members 
Mstep: Class 19 contains 27402 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 6052 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195592.000000 Penalty: 41003.015625
Iteration 178Q: 20 clusters Score -2.819559e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371418 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 12049 members 
Mstep: Class 4 contains 8013 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 16341 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34101 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48607 members 
Mstep: Class 12 contains 16672 members 
Mstep: Class 15 contains 3530 members 
Mstep: Class 17 contains 12788 members 
Mstep: Class 18 contains 8114 members 
Mstep: Class 19 contains 27405 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 6054 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195604.000000 Penalty: 41003.015625
Iteration 179Q: 20 clusters Score -2.81956e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371458 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 12061 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 7395 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34068 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48609 members 
Mstep: Class 12 contains 16669 members 
Mstep: Class 15 contains 3530 members 
Mstep: Class 17 contains 12790 members 
Mstep: Class 18 contains 8110 members 
Mstep: Class 19 contains 27404 members 
Mstep: Class 21 contains 4441 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195594.000000 Penalty: 41003.015625
Iteration 180F: 20 clusters Score -2.819559e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371498 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 12070 members 
Mstep: Class 4 contains 8014 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 16337 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 34039 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48610 members 
Mstep: Class 12 contains 16667 members 
Mstep: Class 15 contains 3530 members 
Mstep: Class 17 contains 12790 members 
Mstep: Class 18 contains 8106 members 
Mstep: Class 19 contains 27407 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 6058 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195618.000000 Penalty: 41003.015625
Iteration 181Q: 20 clusters Score -2.819562e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371530 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 12081 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 7365 members 
Mstep: Class 6 contains 16338 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 34000 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48616 members 
Mstep: Class 12 contains 16670 members 
Mstep: Class 15 contains 3530 members 
Mstep: Class 17 contains 12796 members 
Mstep: Class 18 contains 8104 members 
Mstep: Class 19 contains 27406 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 6058 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195626.000000 Penalty: 41003.015625
Iteration 182Q: 20 clusters Score -2.819563e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371559 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 12097 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7358 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 8 contains 33953 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48624 members 
Mstep: Class 12 contains 16668 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12799 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 27407 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 6058 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195596.000000 Penalty: 41003.015625
Iteration 183Q: 20 clusters Score -2.81956e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371596 members 
Mstep: Class 2 contains 575 members 
Mstep: Class 3 contains 12101 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 7351 members 
Mstep: Class 6 contains 16339 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 33912 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48631 members 
Mstep: Class 12 contains 16670 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12801 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 27406 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 6058 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195562.000000 Penalty: 41003.015625
Iteration 184Q: 20 clusters Score -2.819556e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371632 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12105 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 7343 members 
Mstep: Class 6 contains 16340 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 33878 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1245 members 
Mstep: Class 11 contains 48637 members 
Mstep: Class 12 contains 16672 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 27406 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195598.000000 Penalty: 41003.015625
Iteration 185Q: 20 clusters Score -2.81956e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371660 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12104 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7333 members 
Mstep: Class 6 contains 16336 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 33845 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 48652 members 
Mstep: Class 12 contains 16673 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12798 members 
Mstep: Class 18 contains 8100 members 
Mstep: Class 19 contains 27410 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 6056 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195566.000000 Penalty: 41003.015625
Iteration 186Q: 20 clusters Score -2.819557e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371685 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12107 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 16332 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33816 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 48657 members 
Mstep: Class 12 contains 16673 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12802 members 
Mstep: Class 18 contains 8100 members 
Mstep: Class 19 contains 27417 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195558.000000 Penalty: 41003.015625
Iteration 187Q: 20 clusters Score -2.819556e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371708 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12115 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 6 contains 16331 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33797 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 48661 members 
Mstep: Class 12 contains 16670 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 17 contains 12803 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 27418 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 6055 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195530.000000 Penalty: 41003.015625
Iteration 188Q: 20 clusters Score -2.819553e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371742 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12125 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7299 members 
Mstep: Class 6 contains 16331 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33775 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 48662 members 
Mstep: Class 12 contains 16666 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 17 contains 12803 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 27418 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195592.000000 Penalty: 41003.015625
Iteration 189Q: 20 clusters Score -2.819559e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371768 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12136 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7288 members 
Mstep: Class 6 contains 16331 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33751 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1245 members 
Mstep: Class 11 contains 48668 members 
Mstep: Class 12 contains 16663 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 17 contains 12802 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 27419 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 6057 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195574.000000 Penalty: 41003.015625
Iteration 190Q: 20 clusters Score -2.819557e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371802 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12145 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7273 members 
Mstep: Class 6 contains 16329 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33722 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48677 members 
Mstep: Class 12 contains 16664 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 17 contains 12802 members 
Mstep: Class 18 contains 8096 members 
Mstep: Class 19 contains 27420 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 6058 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195570.000000 Penalty: 41003.015625
Iteration 191Q: 20 clusters Score -2.819557e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371843 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12158 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 7245 members 
Mstep: Class 6 contains 16330 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33691 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48681 members 
Mstep: Class 12 contains 16665 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 17 contains 12799 members 
Mstep: Class 18 contains 8099 members 
Mstep: Class 19 contains 27421 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 6059 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195540.000000 Penalty: 41003.015625
Iteration 192Q: 20 clusters Score -2.819554e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371885 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12165 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7221 members 
Mstep: Class 6 contains 16329 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33664 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48682 members 
Mstep: Class 12 contains 16665 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 17 contains 12801 members 
Mstep: Class 18 contains 8099 members 
Mstep: Class 19 contains 27422 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 6059 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195556.000000 Penalty: 41003.015625
Iteration 193Q: 20 clusters Score -2.819556e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371916 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12178 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7195 members 
Mstep: Class 6 contains 16328 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33642 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48684 members 
Mstep: Class 12 contains 16669 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 17 contains 12801 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 27423 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195572.000000 Penalty: 41003.015625
Iteration 194Q: 20 clusters Score -2.819557e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 371963 members 
Mstep: Class 2 contains 573 members 
Mstep: Class 3 contains 12183 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 16328 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33620 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48688 members 
Mstep: Class 12 contains 16673 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 17 contains 12802 members 
Mstep: Class 18 contains 8096 members 
Mstep: Class 19 contains 27422 members 
Mstep: Class 21 contains 4424 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195552.000000 Penalty: 41003.015625
Iteration 195Q: 20 clusters Score -2.819555e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372013 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 12187 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 7129 members 
Mstep: Class 6 contains 16327 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33601 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48689 members 
Mstep: Class 12 contains 16676 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 17 contains 12802 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 27420 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195574.000000 Penalty: 41003.015625
Iteration 196Q: 20 clusters Score -2.819557e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372055 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 8015 members 
Mstep: Class 5 contains 7105 members 
Mstep: Class 6 contains 16324 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33588 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48694 members 
Mstep: Class 12 contains 16677 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 17 contains 12802 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 27419 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195548.000000 Penalty: 41003.015625
Iteration 197Q: 20 clusters Score -2.819555e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372092 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 12174 members 
Mstep: Class 4 contains 8016 members 
Mstep: Class 5 contains 7086 members 
Mstep: Class 6 contains 16322 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33577 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48699 members 
Mstep: Class 12 contains 16676 members 
Mstep: Class 15 contains 3526 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 27420 members 
Mstep: Class 21 contains 4420 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195546.000000 Penalty: 41003.015625
Iteration 198Q: 20 clusters Score -2.819555e+07 nChanged 64
Entering ConstructFrom: 
Score: -28195546.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (372121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372121 members 
Entering Unmasked Estep 
Score: -18579452.000000 Penalty: 2084.383301
	Iteration 0F: 2 clusters Score -1.857945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185811 members 
Mstep: Class 2 contains 186310 members 
Entering Unmasked Estep 
Score: -18327502.000000 Penalty: 4168.766602
	Iteration 0F: 3 clusters Score -1.83275e+07 nChanged 181890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174323 members 
Mstep: Class 2 contains 197798 members 
Entering Unmasked Estep 
Score: -18436842.000000 Penalty: 4168.766602
	Iteration 1F: 3 clusters Score -1.843684e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166122 members 
Mstep: Class 2 contains 205999 members 
Entering Unmasked Estep 
Score: -18440316.000000 Penalty: 4168.766602
	Iteration 2Q: 3 clusters Score -1.844032e+07 nChanged 16296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153096 members 
Mstep: Class 2 contains 219025 members 
Entering Unmasked Estep 
Score: -18447116.000000 Penalty: 4168.766602
	Iteration 3Q: 3 clusters Score -1.844712e+07 nChanged 21593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134155 members 
Mstep: Class 2 contains 237966 members 
Entering Unmasked Estep 
Score: -18458828.000000 Penalty: 4168.766602
	Iteration 4F: 3 clusters Score -1.845883e+07 nChanged 27398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108811 members 
Mstep: Class 2 contains 263310 members 
Entering Unmasked Estep 
Score: -18477458.000000 Penalty: 4168.766602
	Iteration 5F: 3 clusters Score -1.847746e+07 nChanged 30647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79266 members 
Mstep: Class 2 contains 292855 members 
Entering Unmasked Estep 
Score: -18502364.000000 Penalty: 4168.766602
	Iteration 6F: 3 clusters Score -1.850236e+07 nChanged 30043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 322566 members 
Entering Unmasked Estep 
Score: -18530198.000000 Penalty: 4168.766602
	Iteration 7F: 3 clusters Score -1.85302e+07 nChanged 24122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 346636 members 
Entering Unmasked Estep 
Score: -18554054.000000 Penalty: 4168.766602
	Iteration 8F: 3 clusters Score -1.855405e+07 nChanged 14835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 361467 members 
Entering Unmasked Estep 
Score: -18568292.000000 Penalty: 4168.766602
	Iteration 9Q: 3 clusters Score -1.856829e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 368189 members 
Entering Unmasked Estep 
Score: -18574374.000000 Penalty: 4168.766602
	Iteration 10Q: 3 clusters Score -1.857437e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 370693 members 
Entering Unmasked Estep 
Score: -18576484.000000 Penalty: 4168.766602
	Iteration 11Q: 3 clusters Score -1.857648e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 371507 members 
Entering Unmasked Estep 
Score: -18577156.000000 Penalty: 4168.766602
	Iteration 12Q: 3 clusters Score -1.857716e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 371759 members 
Entering Unmasked Estep 
Score: -18577396.000000 Penalty: 4168.766602
	Iteration 13Q: 3 clusters Score -1.85774e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 371844 members 
Entering Unmasked Estep 
Score: -18577506.000000 Penalty: 4168.766602
	Iteration 14Q: 3 clusters Score -1.857751e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 371869 members 
Entering Unmasked Estep 
Score: -18577570.000000 Penalty: 4168.766602
	Iteration 15Q: 3 clusters Score -1.857757e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 371884 members 
Entering Unmasked Estep 
Score: -18577588.000000 Penalty: 4168.766602
	Iteration 16Q: 3 clusters Score -1.857759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 371900 members 
Entering Unmasked Estep 
Score: -18577628.000000 Penalty: 4168.766602
	Iteration 17Q: 3 clusters Score -1.857763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 371909 members 
Entering Unmasked Estep 
Score: -18577636.000000 Penalty: 4168.766602
	Iteration 18Q: 3 clusters Score -1.857764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 371913 members 
Entering Unmasked Estep 
Score: -18577620.000000 Penalty: 4168.766602
	Iteration 19Q: 3 clusters Score -1.857762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 371913 members 
Entering Unmasked Estep 
Score: -18577638.000000 Penalty: 4168.766602
	Iteration 20F: 3 clusters Score -1.857764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 371915 members 
Entering Unmasked Estep 
Score: -18577640.000000 Penalty: 4168.766602
	Iteration 21Q: 3 clusters Score -1.857764e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 371916 members 
Entering Unmasked Estep 
Score: -18577640.000000 Penalty: 4168.766602
	Iteration 22Q: 3 clusters Score -1.857764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 371917 members 
Entering Unmasked Estep 
Score: -18577648.000000 Penalty: 4168.766602
	Iteration 23Q: 3 clusters Score -1.857765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 371915 members 
Entering Unmasked Estep 
Score: -18577652.000000 Penalty: 4168.766602
	Iteration 24Q: 3 clusters Score -1.857765e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 371914 members 
Entering Unmasked Estep 
Score: -18577652.000000 Penalty: 4168.766602
	Iteration 25Q: 3 clusters Score -1.857765e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 371916 members 
Entering Unmasked Estep 
Score: -18577658.000000 Penalty: 4168.766602
	Iteration 26Q: 3 clusters Score -1.857766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 371916 members 
Entering Unmasked Estep 
Score: -18577656.000000 Penalty: 4168.766602
	Iteration 27Q: 3 clusters Score -1.857766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 371917 members 
Entering Unmasked Estep 
Score: -18577646.000000 Penalty: 4168.766602
	Iteration 28Q: 3 clusters Score -1.857765e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 371918 members 
Entering Unmasked Estep 
Score: -18577660.000000 Penalty: 4168.766602
	Iteration 29Q: 3 clusters Score -1.857766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 371917 members 
Entering Unmasked Estep 
Score: -18577672.000000 Penalty: 4168.766602
	Iteration 30Q: 3 clusters Score -1.857767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 371918 members 
Entering Unmasked Estep 
Score: -18577666.000000 Penalty: 4168.766602
	Iteration 31Q: 3 clusters Score -1.857767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 371919 members 
Entering Unmasked Estep 
Score: -18577674.000000 Penalty: 4168.766602
	Iteration 32Q: 3 clusters Score -1.857767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 371918 members 
Entering Unmasked Estep 
Score: -18577676.000000 Penalty: 4168.766602
	Iteration 33Q: 3 clusters Score -1.857768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 371918 members 
Entering Unmasked Estep 
Score: -18577676.000000 Penalty: 4168.766602
	Iteration 34F: 3 clusters Score -1.857768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -26898.345703 Penalty: 1031.735107
	Iteration 0F: 2 clusters Score -26898.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -25752.152344 Penalty: 2063.470215
	Iteration 0F: 3 clusters Score -25752.15 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25919.669922 Penalty: 2063.470215
	Iteration 1F: 3 clusters Score -25919.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25966.134766 Penalty: 2063.470215
	Iteration 2F: 3 clusters Score -25966.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -25988.398438 Penalty: 2063.470215
	Iteration 3Q: 3 clusters Score -25988.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -26009.505859 Penalty: 2063.470215
	Iteration 4Q: 3 clusters Score -26009.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26025.724609 Penalty: 2063.470215
	Iteration 5Q: 3 clusters Score -26025.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -26032.001953 Penalty: 2063.470215
	Iteration 6Q: 3 clusters Score -26032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26032.646484 Penalty: 2063.470215
	Iteration 7Q: 3 clusters Score -26032.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -26032.646484 Penalty: 2063.470215
	Iteration 8F: 3 clusters Score -26032.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Entering Unmasked Estep 
Score: -632691.562500 Penalty: 1528.660156
	Iteration 0F: 2 clusters Score -632691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -624116.375000 Penalty: 3057.320312
	Iteration 0F: 3 clusters Score -624116.4 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -627031.000000 Penalty: 3057.320312
	Iteration 1F: 3 clusters Score -627031 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -627293.437500 Penalty: 3057.320312
	Iteration 2F: 3 clusters Score -627293.4 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -627555.187500 Penalty: 3057.320312
	Iteration 3Q: 3 clusters Score -627555.2 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -627838.000000 Penalty: 3057.320312
	Iteration 4Q: 3 clusters Score -627838 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -628106.937500 Penalty: 3057.320312
	Iteration 5Q: 3 clusters Score -628106.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -628390.375000 Penalty: 3057.320312
	Iteration 6Q: 3 clusters Score -628390.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -628694.750000 Penalty: 3057.320312
	Iteration 7Q: 3 clusters Score -628694.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -628994.312500 Penalty: 3057.320312
	Iteration 8Q: 3 clusters Score -628994.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -629340.500000 Penalty: 3057.320312
	Iteration 9Q: 3 clusters Score -629340.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -629677.000000 Penalty: 3057.320312
	Iteration 10Q: 3 clusters Score -629677 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -629969.437500 Penalty: 3057.320312
	Iteration 11Q: 3 clusters Score -629969.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -630209.812500 Penalty: 3057.320312
	Iteration 12Q: 3 clusters Score -630209.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -630403.250000 Penalty: 3057.320312
	Iteration 13Q: 3 clusters Score -630403.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -630570.500000 Penalty: 3057.320312
	Iteration 14Q: 3 clusters Score -630570.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -630718.812500 Penalty: 3057.320312
	Iteration 15Q: 3 clusters Score -630718.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -630847.375000 Penalty: 3057.320312
	Iteration 16Q: 3 clusters Score -630847.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -630957.250000 Penalty: 3057.320312
	Iteration 17Q: 3 clusters Score -630957.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -631035.500000 Penalty: 3057.320312
	Iteration 18Q: 3 clusters Score -631035.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -631083.187500 Penalty: 3057.320312
	Iteration 19Q: 3 clusters Score -631083.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -631134.312500 Penalty: 3057.320312
	Iteration 20F: 3 clusters Score -631134.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -631176.562500 Penalty: 3057.320312
	Iteration 21Q: 3 clusters Score -631176.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -631207.625000 Penalty: 3057.320312
	Iteration 22Q: 3 clusters Score -631207.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -631230.125000 Penalty: 3057.320312
	Iteration 23Q: 3 clusters Score -631230.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -631248.375000 Penalty: 3057.320312
	Iteration 24Q: 3 clusters Score -631248.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -631270.875000 Penalty: 3057.320312
	Iteration 25Q: 3 clusters Score -631270.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -631289.000000 Penalty: 3057.320312
	Iteration 26Q: 3 clusters Score -631289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -631305.000000 Penalty: 3057.320312
	Iteration 27Q: 3 clusters Score -631305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -631318.687500 Penalty: 3057.320312
	Iteration 28Q: 3 clusters Score -631318.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -631332.437500 Penalty: 3057.320312
	Iteration 29Q: 3 clusters Score -631332.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -631347.000000 Penalty: 3057.320312
	Iteration 30Q: 3 clusters Score -631347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -631357.625000 Penalty: 3057.320312
	Iteration 31Q: 3 clusters Score -631357.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -631369.437500 Penalty: 3057.320312
	Iteration 32Q: 3 clusters Score -631369.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -631386.875000 Penalty: 3057.320312
	Iteration 33Q: 3 clusters Score -631386.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -631399.562500 Penalty: 3057.320312
	Iteration 34Q: 3 clusters Score -631399.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -631412.125000 Penalty: 3057.320312
	Iteration 35Q: 3 clusters Score -631412.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -631416.312500 Penalty: 3057.320312
	Iteration 36Q: 3 clusters Score -631416.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -631421.312500 Penalty: 3057.320312
	Iteration 37Q: 3 clusters Score -631421.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -631421.625000 Penalty: 3057.320312
	Iteration 38Q: 3 clusters Score -631421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -631424.187500 Penalty: 3057.320312
	Iteration 39Q: 3 clusters Score -631424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -631426.875000 Penalty: 3057.320312
	Iteration 40F: 3 clusters Score -631426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -631430.187500 Penalty: 3057.320312
	Iteration 41Q: 3 clusters Score -631430.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -631434.375000 Penalty: 3057.320312
	Iteration 42Q: 3 clusters Score -631434.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -631437.687500 Penalty: 3057.320312
	Iteration 43Q: 3 clusters Score -631437.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -631439.687500 Penalty: 3057.320312
	Iteration 44Q: 3 clusters Score -631439.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -631442.812500 Penalty: 3057.320312
	Iteration 45Q: 3 clusters Score -631442.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -631444.250000 Penalty: 3057.320312
	Iteration 46Q: 3 clusters Score -631444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -631445.250000 Penalty: 3057.320312
	Iteration 47Q: 3 clusters Score -631445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -631447.187500 Penalty: 3057.320312
	Iteration 48Q: 3 clusters Score -631447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -631451.000000 Penalty: 3057.320312
	Iteration 49Q: 3 clusters Score -631451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -631452.437500 Penalty: 3057.320312
	Iteration 50Q: 3 clusters Score -631452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -631454.687500 Penalty: 3057.320312
	Iteration 51Q: 3 clusters Score -631454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -631455.000000 Penalty: 3057.320312
	Iteration 52Q: 3 clusters Score -631455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -631456.437500 Penalty: 3057.320312
	Iteration 53Q: 3 clusters Score -631456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -631456.750000 Penalty: 3057.320312
	Iteration 54Q: 3 clusters Score -631456.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -631456.750000 Penalty: 3057.320312
	Iteration 55F: 3 clusters Score -631456.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Entering Unmasked Estep 
Score: -352947.593750 Penalty: 1460.764526
	Iteration 0F: 2 clusters Score -352947.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -347069.468750 Penalty: 2921.529053
	Iteration 0F: 3 clusters Score -347069.5 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -348862.906250 Penalty: 2921.529053
	Iteration 1F: 3 clusters Score -348862.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -349226.062500 Penalty: 2921.529053
	Iteration 2F: 3 clusters Score -349226.1 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -349565.031250 Penalty: 2921.529053
	Iteration 3F: 3 clusters Score -349565 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -349878.062500 Penalty: 2921.529053
	Iteration 4F: 3 clusters Score -349878.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -350233.125000 Penalty: 2921.529053
	Iteration 5F: 3 clusters Score -350233.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -350662.781250 Penalty: 2921.529053
	Iteration 6F: 3 clusters Score -350662.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -351168.156250 Penalty: 2921.529053
	Iteration 7F: 3 clusters Score -351168.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -351633.968750 Penalty: 2921.529053
	Iteration 8F: 3 clusters Score -351634 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -351953.218750 Penalty: 2921.529053
	Iteration 9F: 3 clusters Score -351953.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -352157.687500 Penalty: 2921.529053
	Iteration 10Q: 3 clusters Score -352157.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -352306.812500 Penalty: 2921.529053
	Iteration 11Q: 3 clusters Score -352306.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -352392.531250 Penalty: 2921.529053
	Iteration 12Q: 3 clusters Score -352392.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -352459.593750 Penalty: 2921.529053
	Iteration 13Q: 3 clusters Score -352459.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -352505.000000 Penalty: 2921.529053
	Iteration 14Q: 3 clusters Score -352505 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -352545.500000 Penalty: 2921.529053
	Iteration 15Q: 3 clusters Score -352545.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -352578.437500 Penalty: 2921.529053
	Iteration 16Q: 3 clusters Score -352578.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -352609.000000 Penalty: 2921.529053
	Iteration 17Q: 3 clusters Score -352609 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -352647.968750 Penalty: 2921.529053
	Iteration 18Q: 3 clusters Score -352648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -352689.187500 Penalty: 2921.529053
	Iteration 19Q: 3 clusters Score -352689.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -352731.656250 Penalty: 2921.529053
	Iteration 20F: 3 clusters Score -352731.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -352773.687500 Penalty: 2921.529053
	Iteration 21Q: 3 clusters Score -352773.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -352799.343750 Penalty: 2921.529053
	Iteration 22Q: 3 clusters Score -352799.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -352817.687500 Penalty: 2921.529053
	Iteration 23Q: 3 clusters Score -352817.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -352833.843750 Penalty: 2921.529053
	Iteration 24Q: 3 clusters Score -352833.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -352844.375000 Penalty: 2921.529053
	Iteration 25Q: 3 clusters Score -352844.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -352854.812500 Penalty: 2921.529053
	Iteration 26Q: 3 clusters Score -352854.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -352862.781250 Penalty: 2921.529053
	Iteration 27Q: 3 clusters Score -352862.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -352869.187500 Penalty: 2921.529053
	Iteration 28Q: 3 clusters Score -352869.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -352875.593750 Penalty: 2921.529053
	Iteration 29Q: 3 clusters Score -352875.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -352881.125000 Penalty: 2921.529053
	Iteration 30Q: 3 clusters Score -352881.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -352884.406250 Penalty: 2921.529053
	Iteration 31Q: 3 clusters Score -352884.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -352887.000000 Penalty: 2921.529053
	Iteration 32Q: 3 clusters Score -352887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -352887.593750 Penalty: 2921.529053
	Iteration 33Q: 3 clusters Score -352887.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -352889.000000 Penalty: 2921.529053
	Iteration 34Q: 3 clusters Score -352889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -352890.687500 Penalty: 2921.529053
	Iteration 35Q: 3 clusters Score -352890.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -352894.062500 Penalty: 2921.529053
	Iteration 36Q: 3 clusters Score -352894.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -352895.531250 Penalty: 2921.529053
	Iteration 37Q: 3 clusters Score -352895.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -352898.218750 Penalty: 2921.529053
	Iteration 38Q: 3 clusters Score -352898.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -352901.781250 Penalty: 2921.529053
	Iteration 39Q: 3 clusters Score -352901.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -352904.343750 Penalty: 2921.529053
	Iteration 40F: 3 clusters Score -352904.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -352907.312500 Penalty: 2921.529053
	Iteration 41Q: 3 clusters Score -352907.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -352908.937500 Penalty: 2921.529053
	Iteration 42Q: 3 clusters Score -352908.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -352910.718750 Penalty: 2921.529053
	Iteration 43Q: 3 clusters Score -352910.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -352912.687500 Penalty: 2921.529053
	Iteration 44Q: 3 clusters Score -352912.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -352914.218750 Penalty: 2921.529053
	Iteration 45Q: 3 clusters Score -352914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -352914.781250 Penalty: 2921.529053
	Iteration 46Q: 3 clusters Score -352914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -352915.906250 Penalty: 2921.529053
	Iteration 47Q: 3 clusters Score -352915.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -352916.406250 Penalty: 2921.529053
	Iteration 48Q: 3 clusters Score -352916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -352917.343750 Penalty: 2921.529053
	Iteration 49Q: 3 clusters Score -352917.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -352918.593750 Penalty: 2921.529053
	Iteration 50Q: 3 clusters Score -352918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -352919.156250 Penalty: 2921.529053
	Iteration 51Q: 3 clusters Score -352919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -352919.843750 Penalty: 2921.529053
	Iteration 52Q: 3 clusters Score -352919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -352919.343750 Penalty: 2921.529053
	Iteration 53Q: 3 clusters Score -352919.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -352920.593750 Penalty: 2921.529053
	Iteration 54Q: 3 clusters Score -352920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -352921.125000 Penalty: 2921.529053
	Iteration 55Q: 3 clusters Score -352921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -352921.312500 Penalty: 2921.529053
	Iteration 56Q: 3 clusters Score -352921.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -352922.437500 Penalty: 2921.529053
	Iteration 57Q: 3 clusters Score -352922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -352922.000000 Penalty: 2921.529053
	Iteration 58Q: 3 clusters Score -352922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -352921.625000 Penalty: 2921.529053
	Iteration 59Q: 3 clusters Score -352921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -352922.750000 Penalty: 2921.529053
	Iteration 60F: 3 clusters Score -352922.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -352922.875000 Penalty: 2921.529053
	Iteration 61Q: 3 clusters Score -352922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -352922.843750 Penalty: 2921.529053
	Iteration 62Q: 3 clusters Score -352922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -352924.062500 Penalty: 2921.529053
	Iteration 63Q: 3 clusters Score -352924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -352924.125000 Penalty: 2921.529053
	Iteration 64Q: 3 clusters Score -352924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -352924.125000 Penalty: 2921.529053
	Iteration 65Q: 3 clusters Score -352924.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -352924.437500 Penalty: 2921.529053
	Iteration 66Q: 3 clusters Score -352924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -352924.531250 Penalty: 2921.529053
	Iteration 67Q: 3 clusters Score -352924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -352924.875000 Penalty: 2921.529053
	Iteration 68Q: 3 clusters Score -352924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -352924.062500 Penalty: 2921.529053
	Iteration 69Q: 3 clusters Score -352924.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -352925.125000 Penalty: 2921.529053
	Iteration 70Q: 3 clusters Score -352925.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -352925.125000 Penalty: 2921.529053
	Iteration 71F: 3 clusters Score -352925.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Entering Unmasked Estep 
Score: -364935.875000 Penalty: 1440.268677
	Iteration 0F: 2 clusters Score -364935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -359670.312500 Penalty: 2880.537354
	Iteration 0F: 3 clusters Score -359670.3 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -361312.812500 Penalty: 2880.537354
	Iteration 1F: 3 clusters Score -361312.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -361540.906250 Penalty: 2880.537354
	Iteration 2F: 3 clusters Score -361540.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -361709.468750 Penalty: 2880.537354
	Iteration 3F: 3 clusters Score -361709.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -361821.531250 Penalty: 2880.537354
	Iteration 4Q: 3 clusters Score -361821.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -361932.000000 Penalty: 2880.537354
	Iteration 5Q: 3 clusters Score -361932 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -362036.187500 Penalty: 2880.537354
	Iteration 6Q: 3 clusters Score -362036.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -362142.750000 Penalty: 2880.537354
	Iteration 7Q: 3 clusters Score -362142.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -362250.812500 Penalty: 2880.537354
	Iteration 8Q: 3 clusters Score -362250.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -362369.312500 Penalty: 2880.537354
	Iteration 9Q: 3 clusters Score -362369.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -362508.781250 Penalty: 2880.537354
	Iteration 10Q: 3 clusters Score -362508.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -362661.906250 Penalty: 2880.537354
	Iteration 11Q: 3 clusters Score -362661.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -362799.593750 Penalty: 2880.537354
	Iteration 12Q: 3 clusters Score -362799.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -362909.375000 Penalty: 2880.537354
	Iteration 13Q: 3 clusters Score -362909.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -363008.500000 Penalty: 2880.537354
	Iteration 14Q: 3 clusters Score -363008.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -363090.406250 Penalty: 2880.537354
	Iteration 15Q: 3 clusters Score -363090.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -363155.656250 Penalty: 2880.537354
	Iteration 16Q: 3 clusters Score -363155.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -363206.031250 Penalty: 2880.537354
	Iteration 17Q: 3 clusters Score -363206 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -363235.812500 Penalty: 2880.537354
	Iteration 18Q: 3 clusters Score -363235.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -363261.562500 Penalty: 2880.537354
	Iteration 19Q: 3 clusters Score -363261.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -363287.125000 Penalty: 2880.537354
	Iteration 20F: 3 clusters Score -363287.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -363311.562500 Penalty: 2880.537354
	Iteration 21Q: 3 clusters Score -363311.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -363326.500000 Penalty: 2880.537354
	Iteration 22Q: 3 clusters Score -363326.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -363340.281250 Penalty: 2880.537354
	Iteration 23Q: 3 clusters Score -363340.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -363353.500000 Penalty: 2880.537354
	Iteration 24Q: 3 clusters Score -363353.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -363370.437500 Penalty: 2880.537354
	Iteration 25Q: 3 clusters Score -363370.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -363387.812500 Penalty: 2880.537354
	Iteration 26Q: 3 clusters Score -363387.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -363404.343750 Penalty: 2880.537354
	Iteration 27Q: 3 clusters Score -363404.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -363416.250000 Penalty: 2880.537354
	Iteration 28Q: 3 clusters Score -363416.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -363424.593750 Penalty: 2880.537354
	Iteration 29Q: 3 clusters Score -363424.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -363432.843750 Penalty: 2880.537354
	Iteration 30Q: 3 clusters Score -363432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -363440.125000 Penalty: 2880.537354
	Iteration 31Q: 3 clusters Score -363440.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -363450.250000 Penalty: 2880.537354
	Iteration 32Q: 3 clusters Score -363450.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -363459.718750 Penalty: 2880.537354
	Iteration 33Q: 3 clusters Score -363459.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -363470.843750 Penalty: 2880.537354
	Iteration 34Q: 3 clusters Score -363470.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -363478.187500 Penalty: 2880.537354
	Iteration 35Q: 3 clusters Score -363478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -363485.250000 Penalty: 2880.537354
	Iteration 36Q: 3 clusters Score -363485.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -363494.875000 Penalty: 2880.537354
	Iteration 37Q: 3 clusters Score -363494.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -363503.375000 Penalty: 2880.537354
	Iteration 38Q: 3 clusters Score -363503.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -363511.343750 Penalty: 2880.537354
	Iteration 39Q: 3 clusters Score -363511.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -363521.125000 Penalty: 2880.537354
	Iteration 40F: 3 clusters Score -363521.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -363525.843750 Penalty: 2880.537354
	Iteration 41Q: 3 clusters Score -363525.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -363531.062500 Penalty: 2880.537354
	Iteration 42Q: 3 clusters Score -363531.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -363537.062500 Penalty: 2880.537354
	Iteration 43Q: 3 clusters Score -363537.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -363543.312500 Penalty: 2880.537354
	Iteration 44Q: 3 clusters Score -363543.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -363550.531250 Penalty: 2880.537354
	Iteration 45Q: 3 clusters Score -363550.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -363555.093750 Penalty: 2880.537354
	Iteration 46Q: 3 clusters Score -363555.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -363559.812500 Penalty: 2880.537354
	Iteration 47Q: 3 clusters Score -363559.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -363561.843750 Penalty: 2880.537354
	Iteration 48Q: 3 clusters Score -363561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -363563.968750 Penalty: 2880.537354
	Iteration 49Q: 3 clusters Score -363564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -363566.000000 Penalty: 2880.537354
	Iteration 50Q: 3 clusters Score -363566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -363567.937500 Penalty: 2880.537354
	Iteration 51Q: 3 clusters Score -363567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -363569.562500 Penalty: 2880.537354
	Iteration 52Q: 3 clusters Score -363569.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -363571.156250 Penalty: 2880.537354
	Iteration 53Q: 3 clusters Score -363571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -363572.968750 Penalty: 2880.537354
	Iteration 54Q: 3 clusters Score -363573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -363576.343750 Penalty: 2880.537354
	Iteration 55Q: 3 clusters Score -363576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -363577.875000 Penalty: 2880.537354
	Iteration 56Q: 3 clusters Score -363577.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -363577.906250 Penalty: 2880.537354
	Iteration 57Q: 3 clusters Score -363577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -363578.562500 Penalty: 2880.537354
	Iteration 58Q: 3 clusters Score -363578.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -363579.187500 Penalty: 2880.537354
	Iteration 59Q: 3 clusters Score -363579.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -363578.968750 Penalty: 2880.537354
	Iteration 60F: 3 clusters Score -363579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -363579.406250 Penalty: 2880.537354
	Iteration 61Q: 3 clusters Score -363579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -363579.718750 Penalty: 2880.537354
	Iteration 62Q: 3 clusters Score -363579.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -363579.718750 Penalty: 2880.537354
	Iteration 63F: 3 clusters Score -363579.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Entering Unmasked Estep 
Score: -796004.750000 Penalty: 1576.273804
	Iteration 0F: 2 clusters Score -796004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -784823.125000 Penalty: 3152.547607
	Iteration 0F: 3 clusters Score -784823.1 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -788786.437500 Penalty: 3152.547607
	Iteration 1F: 3 clusters Score -788786.4 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -789178.812500 Penalty: 3152.547607
	Iteration 2F: 3 clusters Score -789178.8 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -789595.625000 Penalty: 3152.547607
	Iteration 3F: 3 clusters Score -789595.6 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -790115.000000 Penalty: 3152.547607
	Iteration 4F: 3 clusters Score -790115 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -790789.312500 Penalty: 3152.547607
	Iteration 5F: 3 clusters Score -790789.3 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -791630.937500 Penalty: 3152.547607
	Iteration 6F: 3 clusters Score -791630.9 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -792545.375000 Penalty: 3152.547607
	Iteration 7F: 3 clusters Score -792545.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -793307.687500 Penalty: 3152.547607
	Iteration 8F: 3 clusters Score -793307.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -793779.062500 Penalty: 3152.547607
	Iteration 9Q: 3 clusters Score -793779.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -794040.250000 Penalty: 3152.547607
	Iteration 10Q: 3 clusters Score -794040.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -794217.937500 Penalty: 3152.547607
	Iteration 11Q: 3 clusters Score -794217.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -794334.437500 Penalty: 3152.547607
	Iteration 12Q: 3 clusters Score -794334.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -794423.625000 Penalty: 3152.547607
	Iteration 13Q: 3 clusters Score -794423.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -794501.375000 Penalty: 3152.547607
	Iteration 14Q: 3 clusters Score -794501.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -794572.500000 Penalty: 3152.547607
	Iteration 15Q: 3 clusters Score -794572.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -794613.062500 Penalty: 3152.547607
	Iteration 16Q: 3 clusters Score -794613.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -794638.750000 Penalty: 3152.547607
	Iteration 17Q: 3 clusters Score -794638.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -794656.750000 Penalty: 3152.547607
	Iteration 18Q: 3 clusters Score -794656.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -794665.625000 Penalty: 3152.547607
	Iteration 19Q: 3 clusters Score -794665.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -794669.875000 Penalty: 3152.547607
	Iteration 20F: 3 clusters Score -794669.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -794675.500000 Penalty: 3152.547607
	Iteration 21Q: 3 clusters Score -794675.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -794680.062500 Penalty: 3152.547607
	Iteration 22Q: 3 clusters Score -794680.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -794685.562500 Penalty: 3152.547607
	Iteration 23Q: 3 clusters Score -794685.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -794689.875000 Penalty: 3152.547607
	Iteration 24Q: 3 clusters Score -794689.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -794693.375000 Penalty: 3152.547607
	Iteration 25Q: 3 clusters Score -794693.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -794699.375000 Penalty: 3152.547607
	Iteration 26Q: 3 clusters Score -794699.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -794702.875000 Penalty: 3152.547607
	Iteration 27Q: 3 clusters Score -794702.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -794710.187500 Penalty: 3152.547607
	Iteration 28Q: 3 clusters Score -794710.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -794716.687500 Penalty: 3152.547607
	Iteration 29Q: 3 clusters Score -794716.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -794726.500000 Penalty: 3152.547607
	Iteration 30Q: 3 clusters Score -794726.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -794731.375000 Penalty: 3152.547607
	Iteration 31Q: 3 clusters Score -794731.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -794737.187500 Penalty: 3152.547607
	Iteration 32Q: 3 clusters Score -794737.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -794739.937500 Penalty: 3152.547607
	Iteration 33Q: 3 clusters Score -794739.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -794744.625000 Penalty: 3152.547607
	Iteration 34Q: 3 clusters Score -794744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -794747.875000 Penalty: 3152.547607
	Iteration 35Q: 3 clusters Score -794747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -794750.437500 Penalty: 3152.547607
	Iteration 36Q: 3 clusters Score -794750.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -794752.000000 Penalty: 3152.547607
	Iteration 37Q: 3 clusters Score -794752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -794753.125000 Penalty: 3152.547607
	Iteration 38Q: 3 clusters Score -794753.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -794754.187500 Penalty: 3152.547607
	Iteration 39Q: 3 clusters Score -794754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -794757.750000 Penalty: 3152.547607
	Iteration 40F: 3 clusters Score -794757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -794757.625000 Penalty: 3152.547607
	Iteration 41Q: 3 clusters Score -794757.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -794761.562500 Penalty: 3152.547607
	Iteration 42Q: 3 clusters Score -794761.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -794764.937500 Penalty: 3152.547607
	Iteration 43Q: 3 clusters Score -794764.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -794766.562500 Penalty: 3152.547607
	Iteration 44Q: 3 clusters Score -794766.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -794773.250000 Penalty: 3152.547607
	Iteration 45Q: 3 clusters Score -794773.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -794777.437500 Penalty: 3152.547607
	Iteration 46Q: 3 clusters Score -794777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -794777.812500 Penalty: 3152.547607
	Iteration 47Q: 3 clusters Score -794777.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -794777.750000 Penalty: 3152.547607
	Iteration 48Q: 3 clusters Score -794777.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -794775.937500 Penalty: 3152.547607
	Iteration 49Q: 3 clusters Score -794775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -794776.312500 Penalty: 3152.547607
	Iteration 50Q: 3 clusters Score -794776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -794777.625000 Penalty: 3152.547607
	Iteration 51Q: 3 clusters Score -794777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -794776.812500 Penalty: 3152.547607
	Iteration 52Q: 3 clusters Score -794776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -794778.250000 Penalty: 3152.547607
	Iteration 53Q: 3 clusters Score -794778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -794778.875000 Penalty: 3152.547607
	Iteration 54Q: 3 clusters Score -794778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -794778.875000 Penalty: 3152.547607
	Iteration 55F: 3 clusters Score -794778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -104060.398438 Penalty: 1261.283569
	Iteration 0F: 2 clusters Score -104060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -101734.101562 Penalty: 2522.567139
	Iteration 0F: 3 clusters Score -101734.1 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -102256.804688 Penalty: 2522.567139
	Iteration 1F: 3 clusters Score -102256.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -102368.929688 Penalty: 2522.567139
	Iteration 2F: 3 clusters Score -102368.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -102459.351562 Penalty: 2522.567139
	Iteration 3F: 3 clusters Score -102459.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -102542.601562 Penalty: 2522.567139
	Iteration 4Q: 3 clusters Score -102542.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -102612.937500 Penalty: 2522.567139
	Iteration 5Q: 3 clusters Score -102612.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -102671.859375 Penalty: 2522.567139
	Iteration 6Q: 3 clusters Score -102671.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -102735.398438 Penalty: 2522.567139
	Iteration 7Q: 3 clusters Score -102735.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -102811.406250 Penalty: 2522.567139
	Iteration 8Q: 3 clusters Score -102811.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -102900.890625 Penalty: 2522.567139
	Iteration 9Q: 3 clusters Score -102900.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -103068.625000 Penalty: 2522.567139
	Iteration 10Q: 3 clusters Score -103068.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -103289.054688 Penalty: 2522.567139
	Iteration 11F: 3 clusters Score -103289.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -103586.765625 Penalty: 2522.567139
	Iteration 12Q: 3 clusters Score -103586.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -104133.375000 Penalty: 2522.567139
	Iteration 13F: 3 clusters Score -104133.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -104407.031250 Penalty: 2522.567139
	Iteration 14F: 3 clusters Score -104407 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -104513.234375 Penalty: 2522.567139
	Iteration 15Q: 3 clusters Score -104513.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -104605.460938 Penalty: 2522.567139
	Iteration 16Q: 3 clusters Score -104605.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -104652.523438 Penalty: 2522.567139
	Iteration 17Q: 3 clusters Score -104652.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104688.507812 Penalty: 2522.567139
	Iteration 18Q: 3 clusters Score -104688.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -104717.281250 Penalty: 2522.567139
	Iteration 19Q: 3 clusters Score -104717.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104743.406250 Penalty: 2522.567139
	Iteration 20F: 3 clusters Score -104743.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104765.742188 Penalty: 2522.567139
	Iteration 21Q: 3 clusters Score -104765.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -104781.953125 Penalty: 2522.567139
	Iteration 22Q: 3 clusters Score -104782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -104801.367188 Penalty: 2522.567139
	Iteration 23Q: 3 clusters Score -104801.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -104807.656250 Penalty: 2522.567139
	Iteration 24Q: 3 clusters Score -104807.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104808.648438 Penalty: 2522.567139
	Iteration 25Q: 3 clusters Score -104808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -104813.421875 Penalty: 2522.567139
	Iteration 26Q: 3 clusters Score -104813.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104821.992188 Penalty: 2522.567139
	Iteration 27Q: 3 clusters Score -104822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104829.000000 Penalty: 2522.567139
	Iteration 28Q: 3 clusters Score -104829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104833.468750 Penalty: 2522.567139
	Iteration 29Q: 3 clusters Score -104833.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -104839.718750 Penalty: 2522.567139
	Iteration 30Q: 3 clusters Score -104839.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -104844.085938 Penalty: 2522.567139
	Iteration 31Q: 3 clusters Score -104844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104845.109375 Penalty: 2522.567139
	Iteration 32Q: 3 clusters Score -104845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104845.109375 Penalty: 2522.567139
	Iteration 33F: 3 clusters Score -104845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372121 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 12175 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7067 members 
Mstep: Class 6 contains 16320 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 33558 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48708 members 
Mstep: Class 12 contains 16676 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 27422 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
Score: -28195448.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28195546.000000 to -28195448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (33558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Entering Unmasked Estep 
Score: -1673996.250000 Penalty: 1693.417480
	Iteration 0F: 2 clusters Score -1673996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -1651567.125000 Penalty: 3386.834961
	Iteration 0F: 3 clusters Score -1651567 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1660188.625000 Penalty: 3386.834961
	Iteration 1F: 3 clusters Score -1660189 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1660706.500000 Penalty: 3386.834961
	Iteration 2Q: 3 clusters Score -1660706 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1661241.250000 Penalty: 3386.834961
	Iteration 3Q: 3 clusters Score -1661241 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1661840.375000 Penalty: 3386.834961
	Iteration 4Q: 3 clusters Score -1661840 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1662539.625000 Penalty: 3386.834961
	Iteration 5Q: 3 clusters Score -1662540 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -1663433.750000 Penalty: 3386.834961
	Iteration 6Q: 3 clusters Score -1663434 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1664417.250000 Penalty: 3386.834961
	Iteration 7F: 3 clusters Score -1664417 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1665501.875000 Penalty: 3386.834961
	Iteration 8F: 3 clusters Score -1665502 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1666560.125000 Penalty: 3386.834961
	Iteration 9F: 3 clusters Score -1666560 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1667412.500000 Penalty: 3386.834961
	Iteration 10Q: 3 clusters Score -1667412 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1668014.500000 Penalty: 3386.834961
	Iteration 11Q: 3 clusters Score -1668014 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1668449.500000 Penalty: 3386.834961
	Iteration 12Q: 3 clusters Score -1668450 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1668777.750000 Penalty: 3386.834961
	Iteration 13Q: 3 clusters Score -1668778 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1669075.000000 Penalty: 3386.834961
	Iteration 14Q: 3 clusters Score -1669075 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1669408.125000 Penalty: 3386.834961
	Iteration 15Q: 3 clusters Score -1669408 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1669765.125000 Penalty: 3386.834961
	Iteration 16Q: 3 clusters Score -1669765 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1670115.250000 Penalty: 3386.834961
	Iteration 17Q: 3 clusters Score -1670115 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1670455.375000 Penalty: 3386.834961
	Iteration 18Q: 3 clusters Score -1670455 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1670755.375000 Penalty: 3386.834961
	Iteration 19Q: 3 clusters Score -1670755 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1671035.125000 Penalty: 3386.834961
	Iteration 20F: 3 clusters Score -1671035 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1671212.500000 Penalty: 3386.834961
	Iteration 21Q: 3 clusters Score -1671212 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1671336.875000 Penalty: 3386.834961
	Iteration 22Q: 3 clusters Score -1671337 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1671433.875000 Penalty: 3386.834961
	Iteration 23Q: 3 clusters Score -1671434 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1671495.625000 Penalty: 3386.834961
	Iteration 24Q: 3 clusters Score -1671496 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1671543.500000 Penalty: 3386.834961
	Iteration 25Q: 3 clusters Score -1671544 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1671602.750000 Penalty: 3386.834961
	Iteration 26Q: 3 clusters Score -1671603 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1671649.625000 Penalty: 3386.834961
	Iteration 27Q: 3 clusters Score -1671650 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1671680.625000 Penalty: 3386.834961
	Iteration 28Q: 3 clusters Score -1671681 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1671722.250000 Penalty: 3386.834961
	Iteration 29Q: 3 clusters Score -1671722 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1671761.500000 Penalty: 3386.834961
	Iteration 30Q: 3 clusters Score -1671762 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1671807.875000 Penalty: 3386.834961
	Iteration 31Q: 3 clusters Score -1671808 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1671835.625000 Penalty: 3386.834961
	Iteration 32Q: 3 clusters Score -1671836 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1671864.625000 Penalty: 3386.834961
	Iteration 33Q: 3 clusters Score -1671865 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1671886.375000 Penalty: 3386.834961
	Iteration 34Q: 3 clusters Score -1671886 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1671912.125000 Penalty: 3386.834961
	Iteration 35Q: 3 clusters Score -1671912 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1671926.875000 Penalty: 3386.834961
	Iteration 36Q: 3 clusters Score -1671927 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1671945.375000 Penalty: 3386.834961
	Iteration 37Q: 3 clusters Score -1671945 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1671961.250000 Penalty: 3386.834961
	Iteration 38Q: 3 clusters Score -1671961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1671977.500000 Penalty: 3386.834961
	Iteration 39Q: 3 clusters Score -1671978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1671989.750000 Penalty: 3386.834961
	Iteration 40F: 3 clusters Score -1671990 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1671998.250000 Penalty: 3386.834961
	Iteration 41Q: 3 clusters Score -1671998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1672014.125000 Penalty: 3386.834961
	Iteration 42Q: 3 clusters Score -1672014 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1672025.375000 Penalty: 3386.834961
	Iteration 43Q: 3 clusters Score -1672025 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1672036.500000 Penalty: 3386.834961
	Iteration 44Q: 3 clusters Score -1672036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1672049.250000 Penalty: 3386.834961
	Iteration 45Q: 3 clusters Score -1672049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1672052.500000 Penalty: 3386.834961
	Iteration 46Q: 3 clusters Score -1672052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1672053.250000 Penalty: 3386.834961
	Iteration 47Q: 3 clusters Score -1672053 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1672056.125000 Penalty: 3386.834961
	Iteration 48Q: 3 clusters Score -1672056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1672068.125000 Penalty: 3386.834961
	Iteration 49Q: 3 clusters Score -1672068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1672080.500000 Penalty: 3386.834961
	Iteration 50Q: 3 clusters Score -1672080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1672078.125000 Penalty: 3386.834961
	Iteration 51Q: 3 clusters Score -1672078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1672089.125000 Penalty: 3386.834961
	Iteration 52Q: 3 clusters Score -1672089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1672090.250000 Penalty: 3386.834961
	Iteration 53Q: 3 clusters Score -1672090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1672103.875000 Penalty: 3386.834961
	Iteration 54Q: 3 clusters Score -1672104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1672117.500000 Penalty: 3386.834961
	Iteration 55Q: 3 clusters Score -1672118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1672124.375000 Penalty: 3386.834961
	Iteration 56Q: 3 clusters Score -1672124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1672132.625000 Penalty: 3386.834961
	Iteration 57Q: 3 clusters Score -1672133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1672145.125000 Penalty: 3386.834961
	Iteration 58Q: 3 clusters Score -1672145 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1672149.625000 Penalty: 3386.834961
	Iteration 59Q: 3 clusters Score -1672150 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1672159.625000 Penalty: 3386.834961
	Iteration 60F: 3 clusters Score -1672160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1672169.125000 Penalty: 3386.834961
	Iteration 61Q: 3 clusters Score -1672169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1672174.000000 Penalty: 3386.834961
	Iteration 62Q: 3 clusters Score -1672174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1672184.875000 Penalty: 3386.834961
	Iteration 63Q: 3 clusters Score -1672185 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1672193.750000 Penalty: 3386.834961
	Iteration 64Q: 3 clusters Score -1672194 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1672207.750000 Penalty: 3386.834961
	Iteration 65Q: 3 clusters Score -1672208 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1672219.625000 Penalty: 3386.834961
	Iteration 66Q: 3 clusters Score -1672220 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1672238.375000 Penalty: 3386.834961
	Iteration 67Q: 3 clusters Score -1672238 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1672252.625000 Penalty: 3386.834961
	Iteration 68Q: 3 clusters Score -1672253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1672276.250000 Penalty: 3386.834961
	Iteration 69Q: 3 clusters Score -1672276 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1672291.500000 Penalty: 3386.834961
	Iteration 70Q: 3 clusters Score -1672292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1672304.625000 Penalty: 3386.834961
	Iteration 71Q: 3 clusters Score -1672305 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1672318.875000 Penalty: 3386.834961
	Iteration 72Q: 3 clusters Score -1672319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1672317.875000 Penalty: 3386.834961
	Iteration 73Q: 3 clusters Score -1672318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1672329.125000 Penalty: 3386.834961
	Iteration 74Q: 3 clusters Score -1672329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1672329.875000 Penalty: 3386.834961
	Iteration 75Q: 3 clusters Score -1672330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1672334.125000 Penalty: 3386.834961
	Iteration 76Q: 3 clusters Score -1672334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1672339.750000 Penalty: 3386.834961
	Iteration 77Q: 3 clusters Score -1672340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1672343.250000 Penalty: 3386.834961
	Iteration 78Q: 3 clusters Score -1672343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1672344.750000 Penalty: 3386.834961
	Iteration 79Q: 3 clusters Score -1672345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1672352.750000 Penalty: 3386.834961
	Iteration 80F: 3 clusters Score -1672353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1672360.750000 Penalty: 3386.834961
	Iteration 81Q: 3 clusters Score -1672361 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1672362.500000 Penalty: 3386.834961
	Iteration 82Q: 3 clusters Score -1672362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1672373.875000 Penalty: 3386.834961
	Iteration 83Q: 3 clusters Score -1672374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1672385.375000 Penalty: 3386.834961
	Iteration 84Q: 3 clusters Score -1672385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1672408.875000 Penalty: 3386.834961
	Iteration 85Q: 3 clusters Score -1672409 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1672428.875000 Penalty: 3386.834961
	Iteration 86Q: 3 clusters Score -1672429 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1672452.000000 Penalty: 3386.834961
	Iteration 87Q: 3 clusters Score -1672452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1672472.750000 Penalty: 3386.834961
	Iteration 88Q: 3 clusters Score -1672473 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1672502.750000 Penalty: 3386.834961
	Iteration 89Q: 3 clusters Score -1672503 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1672526.000000 Penalty: 3386.834961
	Iteration 90Q: 3 clusters Score -1672526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1672560.000000 Penalty: 3386.834961
	Iteration 91Q: 3 clusters Score -1672560 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1672593.125000 Penalty: 3386.834961
	Iteration 92Q: 3 clusters Score -1672593 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1672635.625000 Penalty: 3386.834961
	Iteration 93Q: 3 clusters Score -1672636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1672673.625000 Penalty: 3386.834961
	Iteration 94Q: 3 clusters Score -1672674 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1672718.625000 Penalty: 3386.834961
	Iteration 95Q: 3 clusters Score -1672719 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1672757.375000 Penalty: 3386.834961
	Iteration 96Q: 3 clusters Score -1672757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1672787.375000 Penalty: 3386.834961
	Iteration 97Q: 3 clusters Score -1672787 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1672831.250000 Penalty: 3386.834961
	Iteration 98Q: 3 clusters Score -1672831 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1672863.750000 Penalty: 3386.834961
	Iteration 99Q: 3 clusters Score -1672864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1672901.750000 Penalty: 3386.834961
	Iteration 100F: 3 clusters Score -1672902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1672924.750000 Penalty: 3386.834961
	Iteration 101Q: 3 clusters Score -1672925 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1672942.875000 Penalty: 3386.834961
	Iteration 102Q: 3 clusters Score -1672943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1672960.250000 Penalty: 3386.834961
	Iteration 103Q: 3 clusters Score -1672960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1672976.375000 Penalty: 3386.834961
	Iteration 104Q: 3 clusters Score -1672976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1672984.875000 Penalty: 3386.834961
	Iteration 105Q: 3 clusters Score -1672985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1672996.625000 Penalty: 3386.834961
	Iteration 106Q: 3 clusters Score -1672997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1673005.250000 Penalty: 3386.834961
	Iteration 107Q: 3 clusters Score -1673005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1673011.000000 Penalty: 3386.834961
	Iteration 108Q: 3 clusters Score -1673011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1673014.125000 Penalty: 3386.834961
	Iteration 109Q: 3 clusters Score -1673014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1673021.000000 Penalty: 3386.834961
	Iteration 110Q: 3 clusters Score -1673021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1673025.125000 Penalty: 3386.834961
	Iteration 111Q: 3 clusters Score -1673025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1673026.750000 Penalty: 3386.834961
	Iteration 112Q: 3 clusters Score -1673027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1673034.375000 Penalty: 3386.834961
	Iteration 113Q: 3 clusters Score -1673034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1673035.500000 Penalty: 3386.834961
	Iteration 114Q: 3 clusters Score -1673036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1673040.375000 Penalty: 3386.834961
	Iteration 115Q: 3 clusters Score -1673040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1673044.375000 Penalty: 3386.834961
	Iteration 116Q: 3 clusters Score -1673044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1673047.500000 Penalty: 3386.834961
	Iteration 117Q: 3 clusters Score -1673048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1673055.375000 Penalty: 3386.834961
	Iteration 118Q: 3 clusters Score -1673055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1673061.750000 Penalty: 3386.834961
	Iteration 119Q: 3 clusters Score -1673062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1673065.625000 Penalty: 3386.834961
	Iteration 120F: 3 clusters Score -1673066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1673072.375000 Penalty: 3386.834961
	Iteration 121Q: 3 clusters Score -1673072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1673074.000000 Penalty: 3386.834961
	Iteration 122Q: 3 clusters Score -1673074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1673075.500000 Penalty: 3386.834961
	Iteration 123Q: 3 clusters Score -1673076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1673076.250000 Penalty: 3386.834961
	Iteration 124Q: 3 clusters Score -1673076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1673079.250000 Penalty: 3386.834961
	Iteration 125Q: 3 clusters Score -1673079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1673081.375000 Penalty: 3386.834961
	Iteration 126Q: 3 clusters Score -1673081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1673084.750000 Penalty: 3386.834961
	Iteration 127Q: 3 clusters Score -1673085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1673089.000000 Penalty: 3386.834961
	Iteration 128Q: 3 clusters Score -1673089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1673086.250000 Penalty: 3386.834961
	Iteration 129Q: 3 clusters Score -1673086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1673090.750000 Penalty: 3386.834961
	Iteration 130Q: 3 clusters Score -1673091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1673091.875000 Penalty: 3386.834961
	Iteration 131Q: 3 clusters Score -1673092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1673095.000000 Penalty: 3386.834961
	Iteration 132Q: 3 clusters Score -1673095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1673092.375000 Penalty: 3386.834961
	Iteration 133Q: 3 clusters Score -1673092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1673094.875000 Penalty: 3386.834961
	Iteration 134Q: 3 clusters Score -1673095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1673103.375000 Penalty: 3386.834961
	Iteration 135Q: 3 clusters Score -1673103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1673106.375000 Penalty: 3386.834961
	Iteration 136Q: 3 clusters Score -1673106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1673109.375000 Penalty: 3386.834961
	Iteration 137Q: 3 clusters Score -1673109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1673112.750000 Penalty: 3386.834961
	Iteration 138Q: 3 clusters Score -1673113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1673113.875000 Penalty: 3386.834961
	Iteration 139Q: 3 clusters Score -1673114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1673115.250000 Penalty: 3386.834961
	Iteration 140F: 3 clusters Score -1673115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1673116.375000 Penalty: 3386.834961
	Iteration 141Q: 3 clusters Score -1673116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1673119.125000 Penalty: 3386.834961
	Iteration 142Q: 3 clusters Score -1673119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1673120.000000 Penalty: 3386.834961
	Iteration 143Q: 3 clusters Score -1673120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1673120.375000 Penalty: 3386.834961
	Iteration 144Q: 3 clusters Score -1673120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1673122.750000 Penalty: 3386.834961
	Iteration 145Q: 3 clusters Score -1673123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1673121.500000 Penalty: 3386.834961
	Iteration 146Q: 3 clusters Score -1673122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1673120.125000 Penalty: 3386.834961
	Iteration 147Q: 3 clusters Score -1673120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1673120.750000 Penalty: 3386.834961
	Iteration 148Q: 3 clusters Score -1673121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1673122.750000 Penalty: 3386.834961
	Iteration 149Q: 3 clusters Score -1673123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1673122.125000 Penalty: 3386.834961
	Iteration 150Q: 3 clusters Score -1673122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1673123.750000 Penalty: 3386.834961
	Iteration 151Q: 3 clusters Score -1673124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1673123.375000 Penalty: 3386.834961
	Iteration 152Q: 3 clusters Score -1673123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1673124.125000 Penalty: 3386.834961
	Iteration 153Q: 3 clusters Score -1673124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1673126.125000 Penalty: 3386.834961
	Iteration 154Q: 3 clusters Score -1673126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1673130.375000 Penalty: 3386.834961
	Iteration 155Q: 3 clusters Score -1673130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1673129.500000 Penalty: 3386.834961
	Iteration 156Q: 3 clusters Score -1673130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1673129.625000 Penalty: 3386.834961
	Iteration 157Q: 3 clusters Score -1673130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1673127.625000 Penalty: 3386.834961
	Iteration 158Q: 3 clusters Score -1673128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1673129.500000 Penalty: 3386.834961
	Iteration 159Q: 3 clusters Score -1673130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1673132.250000 Penalty: 3386.834961
	Iteration 160F: 3 clusters Score -1673132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1673131.875000 Penalty: 3386.834961
	Iteration 161Q: 3 clusters Score -1673132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1673130.875000 Penalty: 3386.834961
	Iteration 162Q: 3 clusters Score -1673131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1673130.875000 Penalty: 3386.834961
	Iteration 163F: 3 clusters Score -1673131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -44636.070312 Penalty: 1107.541504
	Iteration 0F: 2 clusters Score -44636.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -43240.554688 Penalty: 2215.083008
	Iteration 0F: 3 clusters Score -43240.55 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43456.835938 Penalty: 2215.083008
	Iteration 1F: 3 clusters Score -43456.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43536.175781 Penalty: 2215.083008
	Iteration 2F: 3 clusters Score -43536.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43562.554688 Penalty: 2215.083008
	Iteration 3Q: 3 clusters Score -43562.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43576.851562 Penalty: 2215.083008
	Iteration 4Q: 3 clusters Score -43576.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -43579.789062 Penalty: 2215.083008
	Iteration 5Q: 3 clusters Score -43579.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43583.183594 Penalty: 2215.083008
	Iteration 6Q: 3 clusters Score -43583.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43585.125000 Penalty: 2215.083008
	Iteration 7Q: 3 clusters Score -43585.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43590.316406 Penalty: 2215.083008
	Iteration 8Q: 3 clusters Score -43590.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -43591.746094 Penalty: 2215.083008
	Iteration 9Q: 3 clusters Score -43591.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -43597.109375 Penalty: 2215.083008
	Iteration 10Q: 3 clusters Score -43597.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -43599.207031 Penalty: 2215.083008
	Iteration 11Q: 3 clusters Score -43599.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -43602.578125 Penalty: 2215.083008
	Iteration 12Q: 3 clusters Score -43602.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -43603.421875 Penalty: 2215.083008
	Iteration 13Q: 3 clusters Score -43603.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -43604.089844 Penalty: 2215.083008
	Iteration 14Q: 3 clusters Score -43604.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43605.464844 Penalty: 2215.083008
	Iteration 15Q: 3 clusters Score -43605.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -43607.917969 Penalty: 2215.083008
	Iteration 16Q: 3 clusters Score -43607.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -43608.601562 Penalty: 2215.083008
	Iteration 17Q: 3 clusters Score -43608.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -43608.957031 Penalty: 2215.083008
	Iteration 18Q: 3 clusters Score -43608.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -43608.957031 Penalty: 2215.083008
	Iteration 19F: 3 clusters Score -43608.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -49128.976562 Penalty: 1157.334717
	Iteration 0F: 2 clusters Score -49128.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -47518.480469 Penalty: 2314.669434
	Iteration 0F: 3 clusters Score -47518.48 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -47942.410156 Penalty: 2314.669434
	Iteration 1F: 3 clusters Score -47942.41 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -48152.585938 Penalty: 2314.669434
	Iteration 2F: 3 clusters Score -48152.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -48243.015625 Penalty: 2314.669434
	Iteration 3F: 3 clusters Score -48243.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48323.003906 Penalty: 2314.669434
	Iteration 4Q: 3 clusters Score -48323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48382.843750 Penalty: 2314.669434
	Iteration 5Q: 3 clusters Score -48382.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -48412.449219 Penalty: 2314.669434
	Iteration 6Q: 3 clusters Score -48412.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -48436.054688 Penalty: 2314.669434
	Iteration 7Q: 3 clusters Score -48436.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -48451.167969 Penalty: 2314.669434
	Iteration 8Q: 3 clusters Score -48451.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -48467.406250 Penalty: 2314.669434
	Iteration 9Q: 3 clusters Score -48467.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -48475.707031 Penalty: 2314.669434
	Iteration 10Q: 3 clusters Score -48475.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -48485.476562 Penalty: 2314.669434
	Iteration 11Q: 3 clusters Score -48485.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -48492.281250 Penalty: 2314.669434
	Iteration 12Q: 3 clusters Score -48492.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -48499.714844 Penalty: 2314.669434
	Iteration 13Q: 3 clusters Score -48499.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -48506.730469 Penalty: 2314.669434
	Iteration 14Q: 3 clusters Score -48506.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -48513.234375 Penalty: 2314.669434
	Iteration 15Q: 3 clusters Score -48513.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -48519.714844 Penalty: 2314.669434
	Iteration 16Q: 3 clusters Score -48519.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -48525.472656 Penalty: 2314.669434
	Iteration 17Q: 3 clusters Score -48525.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -48529.878906 Penalty: 2314.669434
	Iteration 18Q: 3 clusters Score -48529.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -48533.339844 Penalty: 2314.669434
	Iteration 19Q: 3 clusters Score -48533.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -48534.542969 Penalty: 2314.669434
	Iteration 20F: 3 clusters Score -48534.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -48535.511719 Penalty: 2314.669434
	Iteration 21Q: 3 clusters Score -48535.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -48537.027344 Penalty: 2314.669434
	Iteration 22Q: 3 clusters Score -48537.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -48537.593750 Penalty: 2314.669434
	Iteration 23Q: 3 clusters Score -48537.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -48537.593750 Penalty: 2314.669434
	Iteration 24F: 3 clusters Score -48537.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Entering Unmasked Estep 
Score: -2425504.500000 Penalty: 1753.959717
	Iteration 0F: 2 clusters Score -2425504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2392993.750000 Penalty: 3507.919434
	Iteration 0F: 3 clusters Score -2392994 nChanged 22783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2406177.000000 Penalty: 3507.919434
	Iteration 1F: 3 clusters Score -2406177 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -2406883.250000 Penalty: 3507.919434
	Iteration 2Q: 3 clusters Score -2406883 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2407724.500000 Penalty: 3507.919434
	Iteration 3Q: 3 clusters Score -2407724 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2408775.000000 Penalty: 3507.919434
	Iteration 4Q: 3 clusters Score -2408775 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -2410090.000000 Penalty: 3507.919434
	Iteration 5F: 3 clusters Score -2410090 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2411773.250000 Penalty: 3507.919434
	Iteration 6F: 3 clusters Score -2411773 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -2413763.500000 Penalty: 3507.919434
	Iteration 7F: 3 clusters Score -2413764 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2415902.000000 Penalty: 3507.919434
	Iteration 8F: 3 clusters Score -2415902 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2417559.000000 Penalty: 3507.919434
	Iteration 9Q: 3 clusters Score -2417559 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2418405.250000 Penalty: 3507.919434
	Iteration 10Q: 3 clusters Score -2418405 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2418888.250000 Penalty: 3507.919434
	Iteration 11Q: 3 clusters Score -2418888 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2419300.500000 Penalty: 3507.919434
	Iteration 12Q: 3 clusters Score -2419300 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2419716.500000 Penalty: 3507.919434
	Iteration 13Q: 3 clusters Score -2419716 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2420119.750000 Penalty: 3507.919434
	Iteration 14Q: 3 clusters Score -2420120 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2420493.250000 Penalty: 3507.919434
	Iteration 15Q: 3 clusters Score -2420493 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2420830.500000 Penalty: 3507.919434
	Iteration 16Q: 3 clusters Score -2420830 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2421096.250000 Penalty: 3507.919434
	Iteration 17Q: 3 clusters Score -2421096 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2421362.250000 Penalty: 3507.919434
	Iteration 18Q: 3 clusters Score -2421362 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2421593.000000 Penalty: 3507.919434
	Iteration 19Q: 3 clusters Score -2421593 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2421827.250000 Penalty: 3507.919434
	Iteration 20F: 3 clusters Score -2421827 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2422051.000000 Penalty: 3507.919434
	Iteration 21Q: 3 clusters Score -2422051 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2422251.750000 Penalty: 3507.919434
	Iteration 22Q: 3 clusters Score -2422252 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2422444.250000 Penalty: 3507.919434
	Iteration 23Q: 3 clusters Score -2422444 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2422621.250000 Penalty: 3507.919434
	Iteration 24Q: 3 clusters Score -2422621 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2422761.500000 Penalty: 3507.919434
	Iteration 25Q: 3 clusters Score -2422762 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2422896.250000 Penalty: 3507.919434
	Iteration 26Q: 3 clusters Score -2422896 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2423078.250000 Penalty: 3507.919434
	Iteration 27Q: 3 clusters Score -2423078 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2423248.250000 Penalty: 3507.919434
	Iteration 28Q: 3 clusters Score -2423248 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2423423.000000 Penalty: 3507.919434
	Iteration 29Q: 3 clusters Score -2423423 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2423553.750000 Penalty: 3507.919434
	Iteration 30Q: 3 clusters Score -2423554 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2423672.500000 Penalty: 3507.919434
	Iteration 31Q: 3 clusters Score -2423672 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2423776.750000 Penalty: 3507.919434
	Iteration 32Q: 3 clusters Score -2423777 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2423867.500000 Penalty: 3507.919434
	Iteration 33Q: 3 clusters Score -2423868 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2423961.500000 Penalty: 3507.919434
	Iteration 34Q: 3 clusters Score -2423962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2424025.750000 Penalty: 3507.919434
	Iteration 35Q: 3 clusters Score -2424026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2424092.500000 Penalty: 3507.919434
	Iteration 36Q: 3 clusters Score -2424092 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47612 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2424179.750000 Penalty: 3507.919434
	Iteration 37Q: 3 clusters Score -2424180 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2424269.750000 Penalty: 3507.919434
	Iteration 38Q: 3 clusters Score -2424270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2424342.250000 Penalty: 3507.919434
	Iteration 39Q: 3 clusters Score -2424342 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2424415.500000 Penalty: 3507.919434
	Iteration 40F: 3 clusters Score -2424416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2424496.500000 Penalty: 3507.919434
	Iteration 41Q: 3 clusters Score -2424496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2424548.500000 Penalty: 3507.919434
	Iteration 42Q: 3 clusters Score -2424548 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2424603.250000 Penalty: 3507.919434
	Iteration 43Q: 3 clusters Score -2424603 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2424654.500000 Penalty: 3507.919434
	Iteration 44Q: 3 clusters Score -2424654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2424686.750000 Penalty: 3507.919434
	Iteration 45Q: 3 clusters Score -2424687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2424713.000000 Penalty: 3507.919434
	Iteration 46Q: 3 clusters Score -2424713 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2424742.500000 Penalty: 3507.919434
	Iteration 47Q: 3 clusters Score -2424742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2424758.000000 Penalty: 3507.919434
	Iteration 48Q: 3 clusters Score -2424758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2424776.500000 Penalty: 3507.919434
	Iteration 49Q: 3 clusters Score -2424776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2424789.250000 Penalty: 3507.919434
	Iteration 50Q: 3 clusters Score -2424789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2424796.750000 Penalty: 3507.919434
	Iteration 51Q: 3 clusters Score -2424797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2424794.250000 Penalty: 3507.919434
	Iteration 52Q: 3 clusters Score -2424794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2424797.250000 Penalty: 3507.919434
	Iteration 53Q: 3 clusters Score -2424797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2424802.250000 Penalty: 3507.919434
	Iteration 54Q: 3 clusters Score -2424802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2424802.000000 Penalty: 3507.919434
	Iteration 55Q: 3 clusters Score -2424802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2424800.500000 Penalty: 3507.919434
	Iteration 56Q: 3 clusters Score -2424800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2424800.250000 Penalty: 3507.919434
	Iteration 57Q: 3 clusters Score -2424800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2424801.000000 Penalty: 3507.919434
	Iteration 58Q: 3 clusters Score -2424801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2424801.750000 Penalty: 3507.919434
	Iteration 59Q: 3 clusters Score -2424802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2424816.750000 Penalty: 3507.919434
	Iteration 60F: 3 clusters Score -2424817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2424827.000000 Penalty: 3507.919434
	Iteration 61Q: 3 clusters Score -2424827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2424829.500000 Penalty: 3507.919434
	Iteration 62Q: 3 clusters Score -2424830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2424827.500000 Penalty: 3507.919434
	Iteration 63Q: 3 clusters Score -2424828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2424829.750000 Penalty: 3507.919434
	Iteration 64Q: 3 clusters Score -2424830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2424831.000000 Penalty: 3507.919434
	Iteration 65Q: 3 clusters Score -2424831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2424831.750000 Penalty: 3507.919434
	Iteration 66Q: 3 clusters Score -2424832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2424838.500000 Penalty: 3507.919434
	Iteration 67Q: 3 clusters Score -2424838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2424846.000000 Penalty: 3507.919434
	Iteration 68Q: 3 clusters Score -2424846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2424848.750000 Penalty: 3507.919434
	Iteration 69Q: 3 clusters Score -2424849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2424851.750000 Penalty: 3507.919434
	Iteration 70Q: 3 clusters Score -2424852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2424854.000000 Penalty: 3507.919434
	Iteration 71Q: 3 clusters Score -2424854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2424859.000000 Penalty: 3507.919434
	Iteration 72Q: 3 clusters Score -2424859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2424863.750000 Penalty: 3507.919434
	Iteration 73Q: 3 clusters Score -2424864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2424865.500000 Penalty: 3507.919434
	Iteration 74Q: 3 clusters Score -2424866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2424864.750000 Penalty: 3507.919434
	Iteration 75Q: 3 clusters Score -2424865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2424860.750000 Penalty: 3507.919434
	Iteration 76Q: 3 clusters Score -2424861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2424862.750000 Penalty: 3507.919434
	Iteration 77Q: 3 clusters Score -2424863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2424863.250000 Penalty: 3507.919434
	Iteration 78Q: 3 clusters Score -2424863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2424863.500000 Penalty: 3507.919434
	Iteration 79Q: 3 clusters Score -2424864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2424866.250000 Penalty: 3507.919434
	Iteration 80F: 3 clusters Score -2424866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2424865.000000 Penalty: 3507.919434
	Iteration 81Q: 3 clusters Score -2424865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2424865.000000 Penalty: 3507.919434
	Iteration 82F: 3 clusters Score -2424865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -791991.125000 Penalty: 1579.780396
	Iteration 0F: 2 clusters Score -791991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -780451.562500 Penalty: 3159.560791
	Iteration 0F: 3 clusters Score -780451.6 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -784410.687500 Penalty: 3159.560791
	Iteration 1F: 3 clusters Score -784410.7 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -784701.437500 Penalty: 3159.560791
	Iteration 2F: 3 clusters Score -784701.4 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -784952.125000 Penalty: 3159.560791
	Iteration 3Q: 3 clusters Score -784952.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -785182.125000 Penalty: 3159.560791
	Iteration 4Q: 3 clusters Score -785182.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -785385.625000 Penalty: 3159.560791
	Iteration 5Q: 3 clusters Score -785385.6 nChanged 567
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: -785571.625000 Penalty: 3159.560791
	Iteration 6Q: 3 clusters Score -785571.6 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -785780.250000 Penalty: 3159.560791
	Iteration 7Q: 3 clusters Score -785780.2 nChanged 572
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: -785971.562500 Penalty: 3159.560791
	Iteration 8Q: 3 clusters Score -785971.6 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -786149.375000 Penalty: 3159.560791
	Iteration 9Q: 3 clusters Score -786149.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -786345.125000 Penalty: 3159.560791
	Iteration 10Q: 3 clusters Score -786345.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -786542.312500 Penalty: 3159.560791
	Iteration 11Q: 3 clusters Score -786542.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -786762.125000 Penalty: 3159.560791
	Iteration 12Q: 3 clusters Score -786762.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -787070.687500 Penalty: 3159.560791
	Iteration 13Q: 3 clusters Score -787070.7 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -787392.562500 Penalty: 3159.560791
	Iteration 14Q: 3 clusters Score -787392.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -787764.812500 Penalty: 3159.560791
	Iteration 15Q: 3 clusters Score -787764.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -788088.937500 Penalty: 3159.560791
	Iteration 16Q: 3 clusters Score -788088.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -788305.875000 Penalty: 3159.560791
	Iteration 17Q: 3 clusters Score -788305.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -788452.812500 Penalty: 3159.560791
	Iteration 18Q: 3 clusters Score -788452.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -788557.312500 Penalty: 3159.560791
	Iteration 19Q: 3 clusters Score -788557.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -788636.062500 Penalty: 3159.560791
	Iteration 20F: 3 clusters Score -788636.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -788708.062500 Penalty: 3159.560791
	Iteration 21Q: 3 clusters Score -788708.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -788804.625000 Penalty: 3159.560791
	Iteration 22Q: 3 clusters Score -788804.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -788931.062500 Penalty: 3159.560791
	Iteration 23Q: 3 clusters Score -788931.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -789064.812500 Penalty: 3159.560791
	Iteration 24Q: 3 clusters Score -789064.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -789219.250000 Penalty: 3159.560791
	Iteration 25Q: 3 clusters Score -789219.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -789377.687500 Penalty: 3159.560791
	Iteration 26Q: 3 clusters Score -789377.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -789548.125000 Penalty: 3159.560791
	Iteration 27Q: 3 clusters Score -789548.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -789744.375000 Penalty: 3159.560791
	Iteration 28Q: 3 clusters Score -789744.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -789963.937500 Penalty: 3159.560791
	Iteration 29Q: 3 clusters Score -789963.9 nChanged 273
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: -790159.562500 Penalty: 3159.560791
	Iteration 30Q: 3 clusters Score -790159.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -790302.562500 Penalty: 3159.560791
	Iteration 31Q: 3 clusters Score -790302.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -790402.875000 Penalty: 3159.560791
	Iteration 32Q: 3 clusters Score -790402.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -790486.250000 Penalty: 3159.560791
	Iteration 33Q: 3 clusters Score -790486.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -790558.750000 Penalty: 3159.560791
	Iteration 34Q: 3 clusters Score -790558.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -790598.250000 Penalty: 3159.560791
	Iteration 35Q: 3 clusters Score -790598.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -790621.000000 Penalty: 3159.560791
	Iteration 36Q: 3 clusters Score -790621 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -790640.500000 Penalty: 3159.560791
	Iteration 37Q: 3 clusters Score -790640.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -790661.125000 Penalty: 3159.560791
	Iteration 38Q: 3 clusters Score -790661.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -790679.812500 Penalty: 3159.560791
	Iteration 39Q: 3 clusters Score -790679.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -790691.000000 Penalty: 3159.560791
	Iteration 40F: 3 clusters Score -790691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -790700.812500 Penalty: 3159.560791
	Iteration 41Q: 3 clusters Score -790700.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -790707.937500 Penalty: 3159.560791
	Iteration 42Q: 3 clusters Score -790707.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -790714.125000 Penalty: 3159.560791
	Iteration 43Q: 3 clusters Score -790714.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -790722.125000 Penalty: 3159.560791
	Iteration 44Q: 3 clusters Score -790722.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -790726.062500 Penalty: 3159.560791
	Iteration 45Q: 3 clusters Score -790726.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -790730.812500 Penalty: 3159.560791
	Iteration 46Q: 3 clusters Score -790730.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -790734.937500 Penalty: 3159.560791
	Iteration 47Q: 3 clusters Score -790734.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -790737.375000 Penalty: 3159.560791
	Iteration 48Q: 3 clusters Score -790737.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -790740.937500 Penalty: 3159.560791
	Iteration 49Q: 3 clusters Score -790740.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -790741.937500 Penalty: 3159.560791
	Iteration 50Q: 3 clusters Score -790741.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -790747.625000 Penalty: 3159.560791
	Iteration 51Q: 3 clusters Score -790747.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -790748.750000 Penalty: 3159.560791
	Iteration 52Q: 3 clusters Score -790748.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -790751.812500 Penalty: 3159.560791
	Iteration 53Q: 3 clusters Score -790751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -790756.625000 Penalty: 3159.560791
	Iteration 54Q: 3 clusters Score -790756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -790754.187500 Penalty: 3159.560791
	Iteration 55Q: 3 clusters Score -790754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -790753.437500 Penalty: 3159.560791
	Iteration 56Q: 3 clusters Score -790753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -790753.375000 Penalty: 3159.560791
	Iteration 57Q: 3 clusters Score -790753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -790754.937500 Penalty: 3159.560791
	Iteration 58Q: 3 clusters Score -790754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -790756.000000 Penalty: 3159.560791
	Iteration 59Q: 3 clusters Score -790756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -790757.312500 Penalty: 3159.560791
	Iteration 60F: 3 clusters Score -790757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -790758.125000 Penalty: 3159.560791
	Iteration 61Q: 3 clusters Score -790758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -790759.250000 Penalty: 3159.560791
	Iteration 62Q: 3 clusters Score -790759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -790759.937500 Penalty: 3159.560791
	Iteration 63Q: 3 clusters Score -790759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -790760.562500 Penalty: 3159.560791
	Iteration 64Q: 3 clusters Score -790760.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -790761.937500 Penalty: 3159.560791
	Iteration 65Q: 3 clusters Score -790761.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -790760.625000 Penalty: 3159.560791
	Iteration 66Q: 3 clusters Score -790760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -790763.500000 Penalty: 3159.560791
	Iteration 67Q: 3 clusters Score -790763.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -790763.687500 Penalty: 3159.560791
	Iteration 68Q: 3 clusters Score -790763.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -790765.250000 Penalty: 3159.560791
	Iteration 69Q: 3 clusters Score -790765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -790764.937500 Penalty: 3159.560791
	Iteration 70Q: 3 clusters Score -790764.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -790766.500000 Penalty: 3159.560791
	Iteration 71Q: 3 clusters Score -790766.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -790769.875000 Penalty: 3159.560791
	Iteration 72Q: 3 clusters Score -790769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -790771.000000 Penalty: 3159.560791
	Iteration 73Q: 3 clusters Score -790771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -790772.687500 Penalty: 3159.560791
	Iteration 74Q: 3 clusters Score -790772.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -790774.500000 Penalty: 3159.560791
	Iteration 75Q: 3 clusters Score -790774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -790775.312500 Penalty: 3159.560791
	Iteration 76Q: 3 clusters Score -790775.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -790778.000000 Penalty: 3159.560791
	Iteration 77Q: 3 clusters Score -790778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -790780.000000 Penalty: 3159.560791
	Iteration 78Q: 3 clusters Score -790780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -790778.875000 Penalty: 3159.560791
	Iteration 79Q: 3 clusters Score -790778.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -790780.812500 Penalty: 3159.560791
	Iteration 80F: 3 clusters Score -790780.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -790783.000000 Penalty: 3159.560791
	Iteration 81Q: 3 clusters Score -790783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -790786.687500 Penalty: 3159.560791
	Iteration 82Q: 3 clusters Score -790786.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -790785.875000 Penalty: 3159.560791
	Iteration 83Q: 3 clusters Score -790785.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -790788.625000 Penalty: 3159.560791
	Iteration 84Q: 3 clusters Score -790788.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -790787.875000 Penalty: 3159.560791
	Iteration 85Q: 3 clusters Score -790787.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -790792.187500 Penalty: 3159.560791
	Iteration 86Q: 3 clusters Score -790792.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -790794.562500 Penalty: 3159.560791
	Iteration 87Q: 3 clusters Score -790794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -790796.937500 Penalty: 3159.560791
	Iteration 88Q: 3 clusters Score -790796.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -790797.062500 Penalty: 3159.560791
	Iteration 89Q: 3 clusters Score -790797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -790796.250000 Penalty: 3159.560791
	Iteration 90Q: 3 clusters Score -790796.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -790799.062500 Penalty: 3159.560791
	Iteration 91Q: 3 clusters Score -790799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -790799.062500 Penalty: 3159.560791
	Iteration 92Q: 3 clusters Score -790799.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -790798.812500 Penalty: 3159.560791
	Iteration 93Q: 3 clusters Score -790798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -790800.750000 Penalty: 3159.560791
	Iteration 94Q: 3 clusters Score -790800.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -790802.062500 Penalty: 3159.560791
	Iteration 95Q: 3 clusters Score -790802.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -790803.125000 Penalty: 3159.560791
	Iteration 96Q: 3 clusters Score -790803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -790803.687500 Penalty: 3159.560791
	Iteration 97Q: 3 clusters Score -790803.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -790803.375000 Penalty: 3159.560791
	Iteration 98Q: 3 clusters Score -790803.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -790803.375000 Penalty: 3159.560791
	Iteration 99F: 3 clusters Score -790803.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Entering Unmasked Estep 
Score: -176635.218750 Penalty: 1327.240845
	Iteration 0F: 2 clusters Score -176635.2 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 1747 members 
Entering Unmasked Estep 
Score: -173577.562500 Penalty: 2654.481689
	Iteration 0F: 3 clusters Score -173577.6 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -174279.765625 Penalty: 2654.481689
	Iteration 1F: 3 clusters Score -174279.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -174467.218750 Penalty: 2654.481689
	Iteration 2F: 3 clusters Score -174467.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -174606.015625 Penalty: 2654.481689
	Iteration 3F: 3 clusters Score -174606 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -174702.140625 Penalty: 2654.481689
	Iteration 4Q: 3 clusters Score -174702.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -174771.109375 Penalty: 2654.481689
	Iteration 5Q: 3 clusters Score -174771.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -174838.078125 Penalty: 2654.481689
	Iteration 6Q: 3 clusters Score -174838.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -174894.390625 Penalty: 2654.481689
	Iteration 7Q: 3 clusters Score -174894.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -174940.828125 Penalty: 2654.481689
	Iteration 8Q: 3 clusters Score -174940.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -174990.140625 Penalty: 2654.481689
	Iteration 9Q: 3 clusters Score -174990.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -175041.062500 Penalty: 2654.481689
	Iteration 10Q: 3 clusters Score -175041.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -175084.781250 Penalty: 2654.481689
	Iteration 11Q: 3 clusters Score -175084.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -175131.000000 Penalty: 2654.481689
	Iteration 12Q: 3 clusters Score -175131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -175167.328125 Penalty: 2654.481689
	Iteration 13Q: 3 clusters Score -175167.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -175201.484375 Penalty: 2654.481689
	Iteration 14Q: 3 clusters Score -175201.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -175232.906250 Penalty: 2654.481689
	Iteration 15Q: 3 clusters Score -175232.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -175259.234375 Penalty: 2654.481689
	Iteration 16Q: 3 clusters Score -175259.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -175283.687500 Penalty: 2654.481689
	Iteration 17Q: 3 clusters Score -175283.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -175314.390625 Penalty: 2654.481689
	Iteration 18Q: 3 clusters Score -175314.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -175344.562500 Penalty: 2654.481689
	Iteration 19Q: 3 clusters Score -175344.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -175365.828125 Penalty: 2654.481689
	Iteration 20F: 3 clusters Score -175365.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -175375.171875 Penalty: 2654.481689
	Iteration 21Q: 3 clusters Score -175375.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -175385.531250 Penalty: 2654.481689
	Iteration 22Q: 3 clusters Score -175385.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -175395.203125 Penalty: 2654.481689
	Iteration 23Q: 3 clusters Score -175395.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -175403.265625 Penalty: 2654.481689
	Iteration 24Q: 3 clusters Score -175403.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -175409.328125 Penalty: 2654.481689
	Iteration 25Q: 3 clusters Score -175409.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -175414.625000 Penalty: 2654.481689
	Iteration 26Q: 3 clusters Score -175414.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -175420.640625 Penalty: 2654.481689
	Iteration 27Q: 3 clusters Score -175420.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -175424.109375 Penalty: 2654.481689
	Iteration 28Q: 3 clusters Score -175424.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -175425.265625 Penalty: 2654.481689
	Iteration 29Q: 3 clusters Score -175425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -175426.421875 Penalty: 2654.481689
	Iteration 30Q: 3 clusters Score -175426.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -175427.265625 Penalty: 2654.481689
	Iteration 31Q: 3 clusters Score -175427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -175427.953125 Penalty: 2654.481689
	Iteration 32Q: 3 clusters Score -175428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -175428.625000 Penalty: 2654.481689
	Iteration 33Q: 3 clusters Score -175428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -175428.515625 Penalty: 2654.481689
	Iteration 34Q: 3 clusters Score -175428.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -175428.625000 Penalty: 2654.481689
	Iteration 35Q: 3 clusters Score -175428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -175429.468750 Penalty: 2654.481689
	Iteration 36Q: 3 clusters Score -175429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -175429.531250 Penalty: 2654.481689
	Iteration 37Q: 3 clusters Score -175429.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -175429.531250 Penalty: 2654.481689
	Iteration 38F: 3 clusters Score -175429.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Entering Unmasked Estep 
Score: -659505.125000 Penalty: 1536.795044
	Iteration 0F: 2 clusters Score -659505.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -650552.187500 Penalty: 3073.590088
	Iteration 0F: 3 clusters Score -650552.2 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -653559.500000 Penalty: 3073.590088
	Iteration 1F: 3 clusters Score -653559.5 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -653883.062500 Penalty: 3073.590088
	Iteration 2F: 3 clusters Score -653883.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -654198.437500 Penalty: 3073.590088
	Iteration 3F: 3 clusters Score -654198.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -654568.187500 Penalty: 3073.590088
	Iteration 4F: 3 clusters Score -654568.2 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -655032.312500 Penalty: 3073.590088
	Iteration 5F: 3 clusters Score -655032.3 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -655589.062500 Penalty: 3073.590088
	Iteration 6F: 3 clusters Score -655589.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -656168.000000 Penalty: 3073.590088
	Iteration 7F: 3 clusters Score -656168 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -656708.562500 Penalty: 3073.590088
	Iteration 8F: 3 clusters Score -656708.6 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -657198.625000 Penalty: 3073.590088
	Iteration 9Q: 3 clusters Score -657198.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -657550.562500 Penalty: 3073.590088
	Iteration 10Q: 3 clusters Score -657550.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -657750.937500 Penalty: 3073.590088
	Iteration 11Q: 3 clusters Score -657750.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -657875.312500 Penalty: 3073.590088
	Iteration 12Q: 3 clusters Score -657875.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -657947.375000 Penalty: 3073.590088
	Iteration 13Q: 3 clusters Score -657947.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -658016.375000 Penalty: 3073.590088
	Iteration 14Q: 3 clusters Score -658016.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -658070.937500 Penalty: 3073.590088
	Iteration 15Q: 3 clusters Score -658070.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -658108.187500 Penalty: 3073.590088
	Iteration 16Q: 3 clusters Score -658108.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -658137.312500 Penalty: 3073.590088
	Iteration 17Q: 3 clusters Score -658137.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -658169.375000 Penalty: 3073.590088
	Iteration 18Q: 3 clusters Score -658169.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -658191.750000 Penalty: 3073.590088
	Iteration 19Q: 3 clusters Score -658191.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -658206.875000 Penalty: 3073.590088
	Iteration 20F: 3 clusters Score -658206.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -658221.750000 Penalty: 3073.590088
	Iteration 21Q: 3 clusters Score -658221.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -658234.812500 Penalty: 3073.590088
	Iteration 22Q: 3 clusters Score -658234.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -658242.437500 Penalty: 3073.590088
	Iteration 23Q: 3 clusters Score -658242.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -658250.312500 Penalty: 3073.590088
	Iteration 24Q: 3 clusters Score -658250.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -658257.562500 Penalty: 3073.590088
	Iteration 25Q: 3 clusters Score -658257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -658265.000000 Penalty: 3073.590088
	Iteration 26Q: 3 clusters Score -658265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -658266.875000 Penalty: 3073.590088
	Iteration 27Q: 3 clusters Score -658266.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -658269.625000 Penalty: 3073.590088
	Iteration 28Q: 3 clusters Score -658269.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -658272.875000 Penalty: 3073.590088
	Iteration 29Q: 3 clusters Score -658272.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -658276.562500 Penalty: 3073.590088
	Iteration 30Q: 3 clusters Score -658276.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -658276.625000 Penalty: 3073.590088
	Iteration 31Q: 3 clusters Score -658276.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -658280.062500 Penalty: 3073.590088
	Iteration 32Q: 3 clusters Score -658280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -658280.562500 Penalty: 3073.590088
	Iteration 33Q: 3 clusters Score -658280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -658280.562500 Penalty: 3073.590088
	Iteration 34Q: 3 clusters Score -658280.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -658282.687500 Penalty: 3073.590088
	Iteration 35Q: 3 clusters Score -658282.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -658282.187500 Penalty: 3073.590088
	Iteration 36Q: 3 clusters Score -658282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -658281.937500 Penalty: 3073.590088
	Iteration 37Q: 3 clusters Score -658281.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -658282.625000 Penalty: 3073.590088
	Iteration 38Q: 3 clusters Score -658282.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -658283.125000 Penalty: 3073.590088
	Iteration 39Q: 3 clusters Score -658283.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -658284.562500 Penalty: 3073.590088
	Iteration 40F: 3 clusters Score -658284.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -658285.500000 Penalty: 3073.590088
	Iteration 41Q: 3 clusters Score -658285.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -658285.312500 Penalty: 3073.590088
	Iteration 42Q: 3 clusters Score -658285.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -658285.875000 Penalty: 3073.590088
	Iteration 43Q: 3 clusters Score -658285.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -658286.687500 Penalty: 3073.590088
	Iteration 44Q: 3 clusters Score -658286.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -658286.375000 Penalty: 3073.590088
	Iteration 45Q: 3 clusters Score -658286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -658285.937500 Penalty: 3073.590088
	Iteration 46Q: 3 clusters Score -658285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -658286.875000 Penalty: 3073.590088
	Iteration 47Q: 3 clusters Score -658286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -658288.937500 Penalty: 3073.590088
	Iteration 48Q: 3 clusters Score -658288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -658287.437500 Penalty: 3073.590088
	Iteration 49Q: 3 clusters Score -658287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -658290.125000 Penalty: 3073.590088
	Iteration 50Q: 3 clusters Score -658290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -658289.375000 Penalty: 3073.590088
	Iteration 51Q: 3 clusters Score -658289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -658290.062500 Penalty: 3073.590088
	Iteration 52Q: 3 clusters Score -658290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -658291.000000 Penalty: 3073.590088
	Iteration 53Q: 3 clusters Score -658291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -658291.375000 Penalty: 3073.590088
	Iteration 54Q: 3 clusters Score -658291.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -658292.437500 Penalty: 3073.590088
	Iteration 55Q: 3 clusters Score -658292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -658291.437500 Penalty: 3073.590088
	Iteration 56Q: 3 clusters Score -658291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -658291.625000 Penalty: 3073.590088
	Iteration 57Q: 3 clusters Score -658291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -658292.500000 Penalty: 3073.590088
	Iteration 58Q: 3 clusters Score -658292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -658293.312500 Penalty: 3073.590088
	Iteration 59Q: 3 clusters Score -658293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -658293.312500 Penalty: 3073.590088
	Iteration 60F: 3 clusters Score -658293.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Entering Unmasked Estep 
Score: -378181.625000 Penalty: 1462.317749
	Iteration 0F: 2 clusters Score -378181.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -372238.781250 Penalty: 2924.635498
	Iteration 0F: 3 clusters Score -372238.8 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -374243.125000 Penalty: 2924.635498
	Iteration 1F: 3 clusters Score -374243.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -374496.875000 Penalty: 2924.635498
	Iteration 2F: 3 clusters Score -374496.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -374689.406250 Penalty: 2924.635498
	Iteration 3Q: 3 clusters Score -374689.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -374850.562500 Penalty: 2924.635498
	Iteration 4Q: 3 clusters Score -374850.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -374993.656250 Penalty: 2924.635498
	Iteration 5Q: 3 clusters Score -374993.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -375155.812500 Penalty: 2924.635498
	Iteration 6Q: 3 clusters Score -375155.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -375313.468750 Penalty: 2924.635498
	Iteration 7Q: 3 clusters Score -375313.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -375444.093750 Penalty: 2924.635498
	Iteration 8Q: 3 clusters Score -375444.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -375563.750000 Penalty: 2924.635498
	Iteration 9Q: 3 clusters Score -375563.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -375662.187500 Penalty: 2924.635498
	Iteration 10Q: 3 clusters Score -375662.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -375743.843750 Penalty: 2924.635498
	Iteration 11Q: 3 clusters Score -375743.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -375815.093750 Penalty: 2924.635498
	Iteration 12Q: 3 clusters Score -375815.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -375872.531250 Penalty: 2924.635498
	Iteration 13Q: 3 clusters Score -375872.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -375929.437500 Penalty: 2924.635498
	Iteration 14Q: 3 clusters Score -375929.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -375972.906250 Penalty: 2924.635498
	Iteration 15Q: 3 clusters Score -375972.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -376006.406250 Penalty: 2924.635498
	Iteration 16Q: 3 clusters Score -376006.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -376037.312500 Penalty: 2924.635498
	Iteration 17Q: 3 clusters Score -376037.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -376059.906250 Penalty: 2924.635498
	Iteration 18Q: 3 clusters Score -376059.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -376080.812500 Penalty: 2924.635498
	Iteration 19Q: 3 clusters Score -376080.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -376097.562500 Penalty: 2924.635498
	Iteration 20F: 3 clusters Score -376097.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -376118.281250 Penalty: 2924.635498
	Iteration 21Q: 3 clusters Score -376118.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -376141.875000 Penalty: 2924.635498
	Iteration 22Q: 3 clusters Score -376141.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -376169.312500 Penalty: 2924.635498
	Iteration 23Q: 3 clusters Score -376169.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -376194.218750 Penalty: 2924.635498
	Iteration 24Q: 3 clusters Score -376194.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -376216.281250 Penalty: 2924.635498
	Iteration 25Q: 3 clusters Score -376216.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -376241.468750 Penalty: 2924.635498
	Iteration 26Q: 3 clusters Score -376241.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -376268.812500 Penalty: 2924.635498
	Iteration 27Q: 3 clusters Score -376268.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -376297.281250 Penalty: 2924.635498
	Iteration 28Q: 3 clusters Score -376297.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -376330.187500 Penalty: 2924.635498
	Iteration 29Q: 3 clusters Score -376330.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -376362.656250 Penalty: 2924.635498
	Iteration 30Q: 3 clusters Score -376362.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -376390.718750 Penalty: 2924.635498
	Iteration 31Q: 3 clusters Score -376390.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -376415.406250 Penalty: 2924.635498
	Iteration 32Q: 3 clusters Score -376415.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -376440.968750 Penalty: 2924.635498
	Iteration 33Q: 3 clusters Score -376441 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -376469.156250 Penalty: 2924.635498
	Iteration 34Q: 3 clusters Score -376469.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -376505.687500 Penalty: 2924.635498
	Iteration 35Q: 3 clusters Score -376505.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -376542.750000 Penalty: 2924.635498
	Iteration 36Q: 3 clusters Score -376542.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -376577.718750 Penalty: 2924.635498
	Iteration 37Q: 3 clusters Score -376577.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -376606.843750 Penalty: 2924.635498
	Iteration 38Q: 3 clusters Score -376606.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -376631.281250 Penalty: 2924.635498
	Iteration 39Q: 3 clusters Score -376631.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -376652.656250 Penalty: 2924.635498
	Iteration 40F: 3 clusters Score -376652.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -376670.250000 Penalty: 2924.635498
	Iteration 41Q: 3 clusters Score -376670.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -376693.875000 Penalty: 2924.635498
	Iteration 42Q: 3 clusters Score -376693.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -376716.437500 Penalty: 2924.635498
	Iteration 43Q: 3 clusters Score -376716.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -376743.656250 Penalty: 2924.635498
	Iteration 44Q: 3 clusters Score -376743.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -376770.093750 Penalty: 2924.635498
	Iteration 45Q: 3 clusters Score -376770.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -376800.687500 Penalty: 2924.635498
	Iteration 46Q: 3 clusters Score -376800.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -376836.250000 Penalty: 2924.635498
	Iteration 47Q: 3 clusters Score -376836.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -376865.718750 Penalty: 2924.635498
	Iteration 48Q: 3 clusters Score -376865.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -376889.968750 Penalty: 2924.635498
	Iteration 49Q: 3 clusters Score -376890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -376910.593750 Penalty: 2924.635498
	Iteration 50Q: 3 clusters Score -376910.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -376928.250000 Penalty: 2924.635498
	Iteration 51Q: 3 clusters Score -376928.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -376942.343750 Penalty: 2924.635498
	Iteration 52Q: 3 clusters Score -376942.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -376956.781250 Penalty: 2924.635498
	Iteration 53Q: 3 clusters Score -376956.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -376973.937500 Penalty: 2924.635498
	Iteration 54Q: 3 clusters Score -376973.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -376991.062500 Penalty: 2924.635498
	Iteration 55Q: 3 clusters Score -376991.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -377005.656250 Penalty: 2924.635498
	Iteration 56Q: 3 clusters Score -377005.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -377020.312500 Penalty: 2924.635498
	Iteration 57Q: 3 clusters Score -377020.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -377033.875000 Penalty: 2924.635498
	Iteration 58Q: 3 clusters Score -377033.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -377046.562500 Penalty: 2924.635498
	Iteration 59Q: 3 clusters Score -377046.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -377056.312500 Penalty: 2924.635498
	Iteration 60F: 3 clusters Score -377056.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -377065.281250 Penalty: 2924.635498
	Iteration 61Q: 3 clusters Score -377065.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -377068.875000 Penalty: 2924.635498
	Iteration 62Q: 3 clusters Score -377068.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -377075.562500 Penalty: 2924.635498
	Iteration 63Q: 3 clusters Score -377075.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -377083.500000 Penalty: 2924.635498
	Iteration 64Q: 3 clusters Score -377083.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -377091.843750 Penalty: 2924.635498
	Iteration 65Q: 3 clusters Score -377091.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -377096.687500 Penalty: 2924.635498
	Iteration 66Q: 3 clusters Score -377096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -377099.687500 Penalty: 2924.635498
	Iteration 67Q: 3 clusters Score -377099.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -377106.937500 Penalty: 2924.635498
	Iteration 68Q: 3 clusters Score -377106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -377112.843750 Penalty: 2924.635498
	Iteration 69Q: 3 clusters Score -377112.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -377120.187500 Penalty: 2924.635498
	Iteration 70Q: 3 clusters Score -377120.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -377126.343750 Penalty: 2924.635498
	Iteration 71Q: 3 clusters Score -377126.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -377130.812500 Penalty: 2924.635498
	Iteration 72Q: 3 clusters Score -377130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -377135.062500 Penalty: 2924.635498
	Iteration 73Q: 3 clusters Score -377135.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -377136.125000 Penalty: 2924.635498
	Iteration 74Q: 3 clusters Score -377136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -377137.656250 Penalty: 2924.635498
	Iteration 75Q: 3 clusters Score -377137.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -377140.187500 Penalty: 2924.635498
	Iteration 76Q: 3 clusters Score -377140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -377140.625000 Penalty: 2924.635498
	Iteration 77Q: 3 clusters Score -377140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -377140.500000 Penalty: 2924.635498
	Iteration 78Q: 3 clusters Score -377140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -377141.843750 Penalty: 2924.635498
	Iteration 79Q: 3 clusters Score -377141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -377143.843750 Penalty: 2924.635498
	Iteration 80F: 3 clusters Score -377143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -377145.062500 Penalty: 2924.635498
	Iteration 81Q: 3 clusters Score -377145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -377145.062500 Penalty: 2924.635498
	Iteration 82F: 3 clusters Score -377145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Entering Unmasked Estep 
Score: -1397504.125000 Penalty: 1660.603882
	Iteration 0F: 2 clusters Score -1397504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1379037.125000 Penalty: 3321.207764
	Iteration 0F: 3 clusters Score -1379037 nChanged 12495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -1386106.875000 Penalty: 3321.207764
	Iteration 1F: 3 clusters Score -1386107 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1386582.250000 Penalty: 3321.207764
	Iteration 2Q: 3 clusters Score -1386582 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1387072.750000 Penalty: 3321.207764
	Iteration 3Q: 3 clusters Score -1387073 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1387709.625000 Penalty: 3321.207764
	Iteration 4F: 3 clusters Score -1387710 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1388547.000000 Penalty: 3321.207764
	Iteration 5F: 3 clusters Score -1388547 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1389505.500000 Penalty: 3321.207764
	Iteration 6F: 3 clusters Score -1389506 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1390533.625000 Penalty: 3321.207764
	Iteration 7F: 3 clusters Score -1390534 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1391638.000000 Penalty: 3321.207764
	Iteration 8F: 3 clusters Score -1391638 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1392706.625000 Penalty: 3321.207764
	Iteration 9F: 3 clusters Score -1392707 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1393632.500000 Penalty: 3321.207764
	Iteration 10Q: 3 clusters Score -1393632 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1394375.125000 Penalty: 3321.207764
	Iteration 11Q: 3 clusters Score -1394375 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1394938.375000 Penalty: 3321.207764
	Iteration 12Q: 3 clusters Score -1394938 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1395384.375000 Penalty: 3321.207764
	Iteration 13Q: 3 clusters Score -1395384 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1395711.875000 Penalty: 3321.207764
	Iteration 14Q: 3 clusters Score -1395712 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1395933.375000 Penalty: 3321.207764
	Iteration 15Q: 3 clusters Score -1395933 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1396049.625000 Penalty: 3321.207764
	Iteration 16Q: 3 clusters Score -1396050 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1396146.625000 Penalty: 3321.207764
	Iteration 17Q: 3 clusters Score -1396147 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1396195.875000 Penalty: 3321.207764
	Iteration 18Q: 3 clusters Score -1396196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1396218.000000 Penalty: 3321.207764
	Iteration 19Q: 3 clusters Score -1396218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1396232.750000 Penalty: 3321.207764
	Iteration 20F: 3 clusters Score -1396233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1396241.625000 Penalty: 3321.207764
	Iteration 21Q: 3 clusters Score -1396242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1396248.625000 Penalty: 3321.207764
	Iteration 22Q: 3 clusters Score -1396249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1396258.625000 Penalty: 3321.207764
	Iteration 23Q: 3 clusters Score -1396259 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1396269.125000 Penalty: 3321.207764
	Iteration 24Q: 3 clusters Score -1396269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1396272.500000 Penalty: 3321.207764
	Iteration 25Q: 3 clusters Score -1396272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1396272.125000 Penalty: 3321.207764
	Iteration 26Q: 3 clusters Score -1396272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1396275.750000 Penalty: 3321.207764
	Iteration 27Q: 3 clusters Score -1396276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1396277.375000 Penalty: 3321.207764
	Iteration 28Q: 3 clusters Score -1396277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1396280.250000 Penalty: 3321.207764
	Iteration 29Q: 3 clusters Score -1396280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1396285.875000 Penalty: 3321.207764
	Iteration 30Q: 3 clusters Score -1396286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1396287.750000 Penalty: 3321.207764
	Iteration 31Q: 3 clusters Score -1396288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1396288.875000 Penalty: 3321.207764
	Iteration 32Q: 3 clusters Score -1396289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1396288.750000 Penalty: 3321.207764
	Iteration 33Q: 3 clusters Score -1396289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1396288.125000 Penalty: 3321.207764
	Iteration 34Q: 3 clusters Score -1396288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1396287.125000 Penalty: 3321.207764
	Iteration 35Q: 3 clusters Score -1396287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1396287.750000 Penalty: 3321.207764
	Iteration 36Q: 3 clusters Score -1396288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1396287.750000 Penalty: 3321.207764
	Iteration 37F: 3 clusters Score -1396288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -184296.640625 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -184296.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -180608.703125 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -180608.7 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -181625.937500 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -181625.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -181836.328125 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -181836.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -181965.515625 Penalty: 2727.942383
	Iteration 3F: 3 clusters Score -181965.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -182046.093750 Penalty: 2727.942383
	Iteration 4Q: 3 clusters Score -182046.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -182119.828125 Penalty: 2727.942383
	Iteration 5Q: 3 clusters Score -182119.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -182199.031250 Penalty: 2727.942383
	Iteration 6Q: 3 clusters Score -182199 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -182280.234375 Penalty: 2727.942383
	Iteration 7Q: 3 clusters Score -182280.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -182372.125000 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -182372.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -182466.453125 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -182466.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -182557.609375 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -182557.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -182648.578125 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -182648.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -182718.562500 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -182718.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -182784.609375 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -182784.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -182831.203125 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -182831.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -182875.078125 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -182875.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -182923.125000 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -182923.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -182975.593750 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -182975.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -183017.734375 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -183017.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -183052.859375 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -183052.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -183086.078125 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -183086.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -183116.250000 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -183116.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -183147.609375 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -183147.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -183178.078125 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -183178.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -183205.531250 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -183205.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -183231.859375 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -183231.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -183247.703125 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -183247.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -183265.406250 Penalty: 2727.942383
	Iteration 27Q: 3 clusters Score -183265.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -183276.531250 Penalty: 2727.942383
	Iteration 28Q: 3 clusters Score -183276.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -183287.578125 Penalty: 2727.942383
	Iteration 29Q: 3 clusters Score -183287.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -183302.734375 Penalty: 2727.942383
	Iteration 30Q: 3 clusters Score -183302.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -183317.125000 Penalty: 2727.942383
	Iteration 31Q: 3 clusters Score -183317.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -183329.937500 Penalty: 2727.942383
	Iteration 32Q: 3 clusters Score -183329.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -183338.468750 Penalty: 2727.942383
	Iteration 33Q: 3 clusters Score -183338.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -183344.468750 Penalty: 2727.942383
	Iteration 34Q: 3 clusters Score -183344.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -183352.718750 Penalty: 2727.942383
	Iteration 35Q: 3 clusters Score -183352.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -183354.500000 Penalty: 2727.942383
	Iteration 36Q: 3 clusters Score -183354.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -183354.500000 Penalty: 2727.942383
	Iteration 37F: 3 clusters Score -183354.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -283453.750000 Penalty: 1415.288086
	Iteration 0F: 2 clusters Score -283453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -278779.687500 Penalty: 2830.576172
	Iteration 0F: 3 clusters Score -278779.7 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -280065.531250 Penalty: 2830.576172
	Iteration 1F: 3 clusters Score -280065.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -280250.062500 Penalty: 2830.576172
	Iteration 2F: 3 clusters Score -280250.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -280380.281250 Penalty: 2830.576172
	Iteration 3F: 3 clusters Score -280380.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -280494.000000 Penalty: 2830.576172
	Iteration 4Q: 3 clusters Score -280494 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -280619.062500 Penalty: 2830.576172
	Iteration 5Q: 3 clusters Score -280619.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -280771.250000 Penalty: 2830.576172
	Iteration 6Q: 3 clusters Score -280771.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -280985.906250 Penalty: 2830.576172
	Iteration 7Q: 3 clusters Score -280985.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -281265.062500 Penalty: 2830.576172
	Iteration 8F: 3 clusters Score -281265.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -281655.781250 Penalty: 2830.576172
	Iteration 9F: 3 clusters Score -281655.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -282034.937500 Penalty: 2830.576172
	Iteration 10F: 3 clusters Score -282034.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -282325.718750 Penalty: 2830.576172
	Iteration 11F: 3 clusters Score -282325.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -282503.593750 Penalty: 2830.576172
	Iteration 12Q: 3 clusters Score -282503.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -282608.468750 Penalty: 2830.576172
	Iteration 13Q: 3 clusters Score -282608.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -282698.937500 Penalty: 2830.576172
	Iteration 14Q: 3 clusters Score -282698.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -282768.062500 Penalty: 2830.576172
	Iteration 15Q: 3 clusters Score -282768.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -282808.843750 Penalty: 2830.576172
	Iteration 16Q: 3 clusters Score -282808.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -282829.875000 Penalty: 2830.576172
	Iteration 17Q: 3 clusters Score -282829.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -282838.718750 Penalty: 2830.576172
	Iteration 18Q: 3 clusters Score -282838.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -282842.562500 Penalty: 2830.576172
	Iteration 19Q: 3 clusters Score -282842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -282845.500000 Penalty: 2830.576172
	Iteration 20F: 3 clusters Score -282845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -282847.125000 Penalty: 2830.576172
	Iteration 21Q: 3 clusters Score -282847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -282848.031250 Penalty: 2830.576172
	Iteration 22Q: 3 clusters Score -282848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -282848.625000 Penalty: 2830.576172
	Iteration 23Q: 3 clusters Score -282848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -282849.531250 Penalty: 2830.576172
	Iteration 24Q: 3 clusters Score -282849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -282849.531250 Penalty: 2830.576172
	Iteration 25F: 3 clusters Score -282849.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Entering Unmasked Estep 
Score: -186659.000000 Penalty: 1327.194702
	Iteration 0F: 2 clusters Score -186659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -183577.703125 Penalty: 2654.389404
	Iteration 0F: 3 clusters Score -183577.7 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -184326.453125 Penalty: 2654.389404
	Iteration 1F: 3 clusters Score -184326.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -184467.343750 Penalty: 2654.389404
	Iteration 2F: 3 clusters Score -184467.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -184548.656250 Penalty: 2654.389404
	Iteration 3Q: 3 clusters Score -184548.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -184616.109375 Penalty: 2654.389404
	Iteration 4Q: 3 clusters Score -184616.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -184651.359375 Penalty: 2654.389404
	Iteration 5Q: 3 clusters Score -184651.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -184669.546875 Penalty: 2654.389404
	Iteration 6Q: 3 clusters Score -184669.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -184684.781250 Penalty: 2654.389404
	Iteration 7Q: 3 clusters Score -184684.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -184695.953125 Penalty: 2654.389404
	Iteration 8Q: 3 clusters Score -184696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -184705.859375 Penalty: 2654.389404
	Iteration 9Q: 3 clusters Score -184705.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -184714.562500 Penalty: 2654.389404
	Iteration 10Q: 3 clusters Score -184714.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -184721.187500 Penalty: 2654.389404
	Iteration 11Q: 3 clusters Score -184721.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -184726.562500 Penalty: 2654.389404
	Iteration 12Q: 3 clusters Score -184726.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -184732.953125 Penalty: 2654.389404
	Iteration 13Q: 3 clusters Score -184733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -184735.343750 Penalty: 2654.389404
	Iteration 14Q: 3 clusters Score -184735.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -184738.906250 Penalty: 2654.389404
	Iteration 15Q: 3 clusters Score -184738.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -184741.828125 Penalty: 2654.389404
	Iteration 16Q: 3 clusters Score -184741.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -184745.625000 Penalty: 2654.389404
	Iteration 17Q: 3 clusters Score -184745.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -184748.578125 Penalty: 2654.389404
	Iteration 18Q: 3 clusters Score -184748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -184751.734375 Penalty: 2654.389404
	Iteration 19Q: 3 clusters Score -184751.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -184754.609375 Penalty: 2654.389404
	Iteration 20F: 3 clusters Score -184754.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -184758.421875 Penalty: 2654.389404
	Iteration 21Q: 3 clusters Score -184758.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -184760.843750 Penalty: 2654.389404
	Iteration 22Q: 3 clusters Score -184760.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -184763.687500 Penalty: 2654.389404
	Iteration 23Q: 3 clusters Score -184763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -184765.703125 Penalty: 2654.389404
	Iteration 24Q: 3 clusters Score -184765.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -184766.296875 Penalty: 2654.389404
	Iteration 25Q: 3 clusters Score -184766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -184767.093750 Penalty: 2654.389404
	Iteration 26Q: 3 clusters Score -184767.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -184768.453125 Penalty: 2654.389404
	Iteration 27Q: 3 clusters Score -184768.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -184770.234375 Penalty: 2654.389404
	Iteration 28Q: 3 clusters Score -184770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -184770.468750 Penalty: 2654.389404
	Iteration 29Q: 3 clusters Score -184770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -184771.234375 Penalty: 2654.389404
	Iteration 30Q: 3 clusters Score -184771.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -184771.781250 Penalty: 2654.389404
	Iteration 31Q: 3 clusters Score -184771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -184771.875000 Penalty: 2654.389404
	Iteration 32Q: 3 clusters Score -184771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -184772.812500 Penalty: 2654.389404
	Iteration 33Q: 3 clusters Score -184772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -184772.953125 Penalty: 2654.389404
	Iteration 34Q: 3 clusters Score -184773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -184773.500000 Penalty: 2654.389404
	Iteration 35Q: 3 clusters Score -184773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -184773.359375 Penalty: 2654.389404
	Iteration 36Q: 3 clusters Score -184773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -184773.359375 Penalty: 2654.389404
	Iteration 37F: 3 clusters Score -184773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372121 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 12175 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7067 members 
Mstep: Class 6 contains 16320 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33558 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48708 members 
Mstep: Class 12 contains 16676 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 27422 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195570.000000 Penalty: 41003.015625
Iteration 199Q: 20 clusters Score -2.819557e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372165 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7039 members 
Mstep: Class 6 contains 16316 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33537 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48711 members 
Mstep: Class 12 contains 16675 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 17 contains 12799 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 27426 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195550.000000 Penalty: 41003.015625
Iteration 200F: 20 clusters Score -2.819555e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372212 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 12181 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 7016 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33511 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48710 members 
Mstep: Class 12 contains 16675 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 17 contains 12800 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 27426 members 
Mstep: Class 21 contains 4418 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195530.000000 Penalty: 41003.015625
Iteration 201Q: 20 clusters Score -2.819553e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372253 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 12188 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 6992 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33488 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48713 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 17 contains 12799 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 27427 members 
Mstep: Class 21 contains 4418 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195568.000000 Penalty: 41003.015625
Iteration 202Q: 20 clusters Score -2.819557e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372296 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 12197 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 6962 members 
Mstep: Class 6 contains 16316 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33461 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48714 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 15 contains 3524 members 
Mstep: Class 17 contains 12799 members 
Mstep: Class 18 contains 8100 members 
Mstep: Class 19 contains 27429 members 
Mstep: Class 21 contains 4420 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195564.000000 Penalty: 41003.015625
Iteration 203Q: 20 clusters Score -2.819556e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372337 members 
Mstep: Class 2 contains 571 members 
Mstep: Class 3 contains 12199 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 6934 members 
Mstep: Class 6 contains 16315 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33433 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48722 members 
Mstep: Class 12 contains 16672 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 17 contains 12799 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 27433 members 
Mstep: Class 21 contains 4420 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195562.000000 Penalty: 41003.015625
Iteration 204Q: 20 clusters Score -2.819556e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372384 members 
Mstep: Class 2 contains 570 members 
Mstep: Class 3 contains 12208 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 6900 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33412 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48727 members 
Mstep: Class 12 contains 16673 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 17 contains 12798 members 
Mstep: Class 18 contains 8099 members 
Mstep: Class 19 contains 27435 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195560.000000 Penalty: 41003.015625
Iteration 205Q: 20 clusters Score -2.819556e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372433 members 
Mstep: Class 2 contains 567 members 
Mstep: Class 3 contains 12217 members 
Mstep: Class 4 contains 8017 members 
Mstep: Class 5 contains 6869 members 
Mstep: Class 6 contains 16317 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33387 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48738 members 
Mstep: Class 12 contains 16672 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 17 contains 12798 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 27436 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6061 members 
Mstep: Class 23 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195612.000000 Penalty: 41003.015625
Iteration 206Q: 20 clusters Score -2.819561e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372480 members 
Mstep: Class 2 contains 566 members 
Mstep: Class 3 contains 12230 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 6831 members 
Mstep: Class 6 contains 16316 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33363 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48749 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 15 contains 3502 members 
Mstep: Class 17 contains 12796 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 27438 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 6063 members 
Mstep: Class 23 contains 3519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195646.000000 Penalty: 41003.015625
Iteration 207Q: 20 clusters Score -2.819565e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372532 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 12240 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 6792 members 
Mstep: Class 6 contains 16315 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33339 members 
Mstep: Class 9 contains 912 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48755 members 
Mstep: Class 12 contains 16672 members 
Mstep: Class 15 contains 3498 members 
Mstep: Class 17 contains 12795 members 
Mstep: Class 18 contains 8097 members 
Mstep: Class 19 contains 27444 members 
Mstep: Class 21 contains 4416 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195612.000000 Penalty: 41003.015625
Iteration 208Q: 20 clusters Score -2.819561e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372574 members 
Mstep: Class 2 contains 564 members 
Mstep: Class 3 contains 12253 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 6752 members 
Mstep: Class 6 contains 16316 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33317 members 
Mstep: Class 9 contains 913 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 48761 members 
Mstep: Class 12 contains 16673 members 
Mstep: Class 15 contains 3493 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 8096 members 
Mstep: Class 19 contains 27447 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195634.000000 Penalty: 41003.015625
Iteration 209Q: 20 clusters Score -2.819563e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372622 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 12262 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 6717 members 
Mstep: Class 6 contains 16316 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33289 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48763 members 
Mstep: Class 12 contains 16673 members 
Mstep: Class 15 contains 3493 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 27450 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195646.000000 Penalty: 41003.015625
Iteration 210Q: 20 clusters Score -2.819565e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372678 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 12275 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 6675 members 
Mstep: Class 6 contains 16316 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33264 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48764 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 15 contains 3492 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 8098 members 
Mstep: Class 19 contains 27450 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195598.000000 Penalty: 41003.015625
Iteration 211Q: 20 clusters Score -2.81956e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372728 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 12291 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 6643 members 
Mstep: Class 6 contains 16316 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33238 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48764 members 
Mstep: Class 12 contains 16668 members 
Mstep: Class 15 contains 3489 members 
Mstep: Class 17 contains 12794 members 
Mstep: Class 18 contains 8096 members 
Mstep: Class 19 contains 27451 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195610.000000 Penalty: 41003.015625
Iteration 212Q: 20 clusters Score -2.819561e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372782 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 12297 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 16316 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33214 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48765 members 
Mstep: Class 12 contains 16670 members 
Mstep: Class 15 contains 3486 members 
Mstep: Class 17 contains 12793 members 
Mstep: Class 18 contains 8091 members 
Mstep: Class 19 contains 27453 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195596.000000 Penalty: 41003.015625
Iteration 213Q: 20 clusters Score -2.81956e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372834 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 12298 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 16315 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33195 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48769 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 15 contains 3483 members 
Mstep: Class 17 contains 12789 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 27456 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 6064 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195662.000000 Penalty: 41003.015625
Iteration 214Q: 20 clusters Score -2.819566e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372870 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 12302 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 5 contains 6563 members 
Mstep: Class 6 contains 16313 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33174 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48777 members 
Mstep: Class 12 contains 16671 members 
Mstep: Class 15 contains 3480 members 
Mstep: Class 17 contains 12785 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 27461 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195688.000000 Penalty: 41003.015625
Iteration 215Q: 20 clusters Score -2.819569e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372910 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12315 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6543 members 
Mstep: Class 6 contains 16312 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33151 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48776 members 
Mstep: Class 12 contains 16668 members 
Mstep: Class 15 contains 3480 members 
Mstep: Class 17 contains 12780 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 27462 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195690.000000 Penalty: 41003.015625
Iteration 216Q: 20 clusters Score -2.819569e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372952 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12330 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6527 members 
Mstep: Class 6 contains 16309 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33119 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48772 members 
Mstep: Class 12 contains 16667 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 17 contains 12776 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 27463 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195726.000000 Penalty: 41003.015625
Iteration 217Q: 20 clusters Score -2.819573e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 372989 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12337 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6514 members 
Mstep: Class 6 contains 16309 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33088 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48777 members 
Mstep: Class 12 contains 16665 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 17 contains 12770 members 
Mstep: Class 18 contains 8089 members 
Mstep: Class 19 contains 27465 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195702.000000 Penalty: 41003.015625
Iteration 218Q: 20 clusters Score -2.81957e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373021 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12346 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6506 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33057 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48778 members 
Mstep: Class 12 contains 16666 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 17 contains 12768 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 27465 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195658.000000 Penalty: 41003.015625
Iteration 219Q: 20 clusters Score -2.819566e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373053 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12352 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 16309 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33032 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48777 members 
Mstep: Class 12 contains 16666 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 17 contains 12764 members 
Mstep: Class 18 contains 8087 members 
Mstep: Class 19 contains 27465 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195684.000000 Penalty: 41003.015625
Iteration 220F: 20 clusters Score -2.819568e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373083 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12357 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 6491 members 
Mstep: Class 6 contains 16309 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 33012 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1239 members 
Mstep: Class 11 contains 48777 members 
Mstep: Class 12 contains 16665 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 8086 members 
Mstep: Class 19 contains 27465 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195696.000000 Penalty: 41003.015625
Iteration 221Q: 20 clusters Score -2.81957e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373113 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12365 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 6482 members 
Mstep: Class 6 contains 16310 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 32986 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1240 members 
Mstep: Class 11 contains 48775 members 
Mstep: Class 12 contains 16662 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 17 contains 12757 members 
Mstep: Class 18 contains 8087 members 
Mstep: Class 19 contains 27465 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195692.000000 Penalty: 41003.015625
Iteration 222Q: 20 clusters Score -2.819569e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373147 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12372 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 6468 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 32966 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48776 members 
Mstep: Class 12 contains 16658 members 
Mstep: Class 15 contains 3477 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 8087 members 
Mstep: Class 19 contains 27465 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195720.000000 Penalty: 41003.015625
Iteration 223Q: 20 clusters Score -2.819572e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373183 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12373 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6454 members 
Mstep: Class 6 contains 16312 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 32947 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48778 members 
Mstep: Class 12 contains 16653 members 
Mstep: Class 15 contains 3476 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 8086 members 
Mstep: Class 19 contains 27466 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195698.000000 Penalty: 41003.015625
Iteration 224Q: 20 clusters Score -2.81957e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373217 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12375 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 32926 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 48780 members 
Mstep: Class 12 contains 16649 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 17 contains 12757 members 
Mstep: Class 18 contains 8085 members 
Mstep: Class 19 contains 27466 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195718.000000 Penalty: 41003.015625
Iteration 225Q: 20 clusters Score -2.819572e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373258 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12380 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6422 members 
Mstep: Class 6 contains 16309 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32904 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48778 members 
Mstep: Class 12 contains 16646 members 
Mstep: Class 15 contains 3475 members 
Mstep: Class 17 contains 12758 members 
Mstep: Class 18 contains 8085 members 
Mstep: Class 19 contains 27468 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195722.000000 Penalty: 41003.015625
Iteration 226Q: 20 clusters Score -2.819572e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373282 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12386 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 16309 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32884 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48779 members 
Mstep: Class 12 contains 16645 members 
Mstep: Class 15 contains 3474 members 
Mstep: Class 17 contains 12760 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 27469 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195728.000000 Penalty: 41003.015625
Iteration 227Q: 20 clusters Score -2.819573e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373310 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12390 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32864 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48780 members 
Mstep: Class 12 contains 16646 members 
Mstep: Class 15 contains 3473 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 27470 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195740.000000 Penalty: 41003.015625
Iteration 228Q: 20 clusters Score -2.819574e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373331 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12395 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32849 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48780 members 
Mstep: Class 12 contains 16644 members 
Mstep: Class 15 contains 3471 members 
Mstep: Class 17 contains 12759 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 27471 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195732.000000 Penalty: 41003.015625
Iteration 229Q: 20 clusters Score -2.819573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373350 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12398 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6385 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32835 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48784 members 
Mstep: Class 12 contains 16642 members 
Mstep: Class 15 contains 3467 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 27471 members 
Mstep: Class 21 contains 4407 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195738.000000 Penalty: 41003.015625
Iteration 230Q: 20 clusters Score -2.819574e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373364 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12404 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32820 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48789 members 
Mstep: Class 12 contains 16638 members 
Mstep: Class 15 contains 3463 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 27472 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195716.000000 Penalty: 41003.015625
Iteration 231Q: 20 clusters Score -2.819572e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373382 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12408 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6371 members 
Mstep: Class 6 contains 16308 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32809 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48794 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 17 contains 12763 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 27473 members 
Mstep: Class 21 contains 4408 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195706.000000 Penalty: 41003.015625
Iteration 232Q: 20 clusters Score -2.819571e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373404 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12410 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 16306 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32797 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48797 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 15 contains 3459 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 8080 members 
Mstep: Class 19 contains 27473 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195724.000000 Penalty: 41003.015625
Iteration 233Q: 20 clusters Score -2.819572e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373438 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 12413 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6343 members 
Mstep: Class 6 contains 16307 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32780 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48799 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 8079 members 
Mstep: Class 19 contains 27473 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195742.000000 Penalty: 41003.015625
Iteration 234Q: 20 clusters Score -2.819574e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373465 members 
Mstep: Class 2 contains 562 members 
Mstep: Class 3 contains 12413 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6329 members 
Mstep: Class 6 contains 16310 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32761 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1242 members 
Mstep: Class 11 contains 48801 members 
Mstep: Class 12 contains 16633 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 17 contains 12761 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 27477 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195728.000000 Penalty: 41003.015625
Iteration 235Q: 20 clusters Score -2.819573e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373487 members 
Mstep: Class 2 contains 563 members 
Mstep: Class 3 contains 12415 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6317 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32743 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1241 members 
Mstep: Class 11 contains 48804 members 
Mstep: Class 12 contains 16632 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 17 contains 12762 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 27479 members 
Mstep: Class 21 contains 4409 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195714.000000 Penalty: 41003.015625
Iteration 236Q: 20 clusters Score -2.819571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373504 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 12419 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 6308 members 
Mstep: Class 6 contains 16310 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32731 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1243 members 
Mstep: Class 11 contains 48807 members 
Mstep: Class 12 contains 16630 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 17 contains 12758 members 
Mstep: Class 18 contains 8075 members 
Mstep: Class 19 contains 27483 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195754.000000 Penalty: 41003.015625
Iteration 237Q: 20 clusters Score -2.819575e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373526 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 12419 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 6298 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32724 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 48806 members 
Mstep: Class 12 contains 16626 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 17 contains 12753 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 27484 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195746.000000 Penalty: 41003.015625
Iteration 238Q: 20 clusters Score -2.819575e+07 nChanged 45
Entering ConstructFrom: 
Score: -28195746.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (373552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373552 members 
Entering Unmasked Estep 
Score: -18646980.000000 Penalty: 2085.007080
	Iteration 0F: 2 clusters Score -1.864698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186687 members 
Mstep: Class 2 contains 186865 members 
Entering Unmasked Estep 
Score: -18394252.000000 Penalty: 4170.014160
	Iteration 0F: 3 clusters Score -1.839425e+07 nChanged 182482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175813 members 
Mstep: Class 2 contains 197739 members 
Entering Unmasked Estep 
Score: -18505502.000000 Penalty: 4170.014160
	Iteration 1F: 3 clusters Score -1.85055e+07 nChanged 13933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168136 members 
Mstep: Class 2 contains 205416 members 
Entering Unmasked Estep 
Score: -18510192.000000 Penalty: 4170.014160
	Iteration 2Q: 3 clusters Score -1.851019e+07 nChanged 18052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156648 members 
Mstep: Class 2 contains 216904 members 
Entering Unmasked Estep 
Score: -18517750.000000 Penalty: 4170.014160
	Iteration 3Q: 3 clusters Score -1.851775e+07 nChanged 22166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141286 members 
Mstep: Class 2 contains 232266 members 
Entering Unmasked Estep 
Score: -18528784.000000 Penalty: 4170.014160
	Iteration 4F: 3 clusters Score -1.852878e+07 nChanged 24987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122221 members 
Mstep: Class 2 contains 251331 members 
Entering Unmasked Estep 
Score: -18543160.000000 Penalty: 4170.014160
	Iteration 5F: 3 clusters Score -1.854316e+07 nChanged 26206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 273329 members 
Entering Unmasked Estep 
Score: -18559972.000000 Penalty: 4170.014160
	Iteration 6F: 3 clusters Score -1.855997e+07 nChanged 25624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 296939 members 
Entering Unmasked Estep 
Score: -18578702.000000 Penalty: 4170.014160
	Iteration 7F: 3 clusters Score -1.85787e+07 nChanged 24352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 320687 members 
Entering Unmasked Estep 
Score: -18598624.000000 Penalty: 4170.014160
	Iteration 8F: 3 clusters Score -1.859862e+07 nChanged 21335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 341938 members 
Entering Unmasked Estep 
Score: -18617538.000000 Penalty: 4170.014160
	Iteration 9F: 3 clusters Score -1.861754e+07 nChanged 15390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 357326 members 
Entering Unmasked Estep 
Score: -18631452.000000 Penalty: 4170.014160
	Iteration 10Q: 3 clusters Score -1.863145e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 366297 members 
Entering Unmasked Estep 
Score: -18639032.000000 Penalty: 4170.014160
	Iteration 11Q: 3 clusters Score -1.863903e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 370586 members 
Entering Unmasked Estep 
Score: -18642730.000000 Penalty: 4170.014160
	Iteration 12Q: 3 clusters Score -1.864273e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 372381 members 
Entering Unmasked Estep 
Score: -18644158.000000 Penalty: 4170.014160
	Iteration 13Q: 3 clusters Score -1.864416e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 373015 members 
Entering Unmasked Estep 
Score: -18644728.000000 Penalty: 4170.014160
	Iteration 14Q: 3 clusters Score -1.864473e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 373205 members 
Entering Unmasked Estep 
Score: -18644940.000000 Penalty: 4170.014160
	Iteration 15Q: 3 clusters Score -1.864494e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 373270 members 
Entering Unmasked Estep 
Score: -18645004.000000 Penalty: 4170.014160
	Iteration 16Q: 3 clusters Score -1.8645e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 373296 members 
Entering Unmasked Estep 
Score: -18645042.000000 Penalty: 4170.014160
	Iteration 17Q: 3 clusters Score -1.864504e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 373311 members 
Entering Unmasked Estep 
Score: -18645062.000000 Penalty: 4170.014160
	Iteration 18Q: 3 clusters Score -1.864506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 373319 members 
Entering Unmasked Estep 
Score: -18645082.000000 Penalty: 4170.014160
	Iteration 19Q: 3 clusters Score -1.864508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 373326 members 
Entering Unmasked Estep 
Score: -18645084.000000 Penalty: 4170.014160
	Iteration 20F: 3 clusters Score -1.864508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 373331 members 
Entering Unmasked Estep 
Score: -18645094.000000 Penalty: 4170.014160
	Iteration 21Q: 3 clusters Score -1.864509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 373336 members 
Entering Unmasked Estep 
Score: -18645116.000000 Penalty: 4170.014160
	Iteration 22Q: 3 clusters Score -1.864512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 373338 members 
Entering Unmasked Estep 
Score: -18645108.000000 Penalty: 4170.014160
	Iteration 23Q: 3 clusters Score -1.864511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 373338 members 
Entering Unmasked Estep 
Score: -18645116.000000 Penalty: 4170.014160
	Iteration 24Q: 3 clusters Score -1.864512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 373340 members 
Entering Unmasked Estep 
Score: -18645120.000000 Penalty: 4170.014160
	Iteration 25Q: 3 clusters Score -1.864512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 373340 members 
Entering Unmasked Estep 
Score: -18645120.000000 Penalty: 4170.014160
	Iteration 26F: 3 clusters Score -1.864512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -26345.021484 Penalty: 1028.579712
	Iteration 0F: 2 clusters Score -26345.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25219.148438 Penalty: 2057.159424
	Iteration 0F: 3 clusters Score -25219.15 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -25324.240234 Penalty: 2057.159424
	Iteration 1F: 3 clusters Score -25324.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -25360.314453 Penalty: 2057.159424
	Iteration 2Q: 3 clusters Score -25360.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25397.035156 Penalty: 2057.159424
	Iteration 3Q: 3 clusters Score -25397.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -25420.777344 Penalty: 2057.159424
	Iteration 4Q: 3 clusters Score -25420.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25439.994141 Penalty: 2057.159424
	Iteration 5Q: 3 clusters Score -25439.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25447.875000 Penalty: 2057.159424
	Iteration 6Q: 3 clusters Score -25447.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -25453.984375 Penalty: 2057.159424
	Iteration 7Q: 3 clusters Score -25453.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -25455.761719 Penalty: 2057.159424
	Iteration 8Q: 3 clusters Score -25455.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -25458.238281 Penalty: 2057.159424
	Iteration 9Q: 3 clusters Score -25458.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -25458.771484 Penalty: 2057.159424
	Iteration 10Q: 3 clusters Score -25458.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25459.474609 Penalty: 2057.159424
	Iteration 11Q: 3 clusters Score -25459.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -25459.474609 Penalty: 2057.159424
	Iteration 12F: 3 clusters Score -25459.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Entering Unmasked Estep 
Score: -644876.437500 Penalty: 1531.897705
	Iteration 0F: 2 clusters Score -644876.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -635977.625000 Penalty: 3063.795410
	Iteration 0F: 3 clusters Score -635977.6 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -638857.000000 Penalty: 3063.795410
	Iteration 1F: 3 clusters Score -638857 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -639114.937500 Penalty: 3063.795410
	Iteration 2F: 3 clusters Score -639114.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -639320.375000 Penalty: 3063.795410
	Iteration 3Q: 3 clusters Score -639320.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -639489.062500 Penalty: 3063.795410
	Iteration 4Q: 3 clusters Score -639489.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -639640.625000 Penalty: 3063.795410
	Iteration 5Q: 3 clusters Score -639640.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -639797.562500 Penalty: 3063.795410
	Iteration 6Q: 3 clusters Score -639797.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -639981.125000 Penalty: 3063.795410
	Iteration 7Q: 3 clusters Score -639981.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -640214.562500 Penalty: 3063.795410
	Iteration 8Q: 3 clusters Score -640214.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -640527.437500 Penalty: 3063.795410
	Iteration 9Q: 3 clusters Score -640527.4 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -640945.000000 Penalty: 3063.795410
	Iteration 10F: 3 clusters Score -640945 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -641475.562500 Penalty: 3063.795410
	Iteration 11F: 3 clusters Score -641475.6 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -642063.875000 Penalty: 3063.795410
	Iteration 12F: 3 clusters Score -642063.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -642559.312500 Penalty: 3063.795410
	Iteration 13Q: 3 clusters Score -642559.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -642943.875000 Penalty: 3063.795410
	Iteration 14Q: 3 clusters Score -642943.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -643176.375000 Penalty: 3063.795410
	Iteration 15Q: 3 clusters Score -643176.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -643324.000000 Penalty: 3063.795410
	Iteration 16Q: 3 clusters Score -643324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -643401.125000 Penalty: 3063.795410
	Iteration 17Q: 3 clusters Score -643401.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -643455.375000 Penalty: 3063.795410
	Iteration 18Q: 3 clusters Score -643455.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -643484.125000 Penalty: 3063.795410
	Iteration 19Q: 3 clusters Score -643484.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -643506.375000 Penalty: 3063.795410
	Iteration 20F: 3 clusters Score -643506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -643514.750000 Penalty: 3063.795410
	Iteration 21Q: 3 clusters Score -643514.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -643524.125000 Penalty: 3063.795410
	Iteration 22Q: 3 clusters Score -643524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -643534.937500 Penalty: 3063.795410
	Iteration 23Q: 3 clusters Score -643534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -643536.812500 Penalty: 3063.795410
	Iteration 24Q: 3 clusters Score -643536.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -643539.625000 Penalty: 3063.795410
	Iteration 25Q: 3 clusters Score -643539.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -643541.437500 Penalty: 3063.795410
	Iteration 26Q: 3 clusters Score -643541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -643541.437500 Penalty: 3063.795410
	Iteration 27F: 3 clusters Score -643541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Entering Unmasked Estep 
Score: -353124.500000 Penalty: 1460.845459
	Iteration 0F: 2 clusters Score -353124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -347263.843750 Penalty: 2921.690918
	Iteration 0F: 3 clusters Score -347263.8 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -349346.812500 Penalty: 2921.690918
	Iteration 1F: 3 clusters Score -349346.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -349855.968750 Penalty: 2921.690918
	Iteration 2F: 3 clusters Score -349856 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -350466.281250 Penalty: 2921.690918
	Iteration 3F: 3 clusters Score -350466.3 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -351194.250000 Penalty: 2921.690918
	Iteration 4F: 3 clusters Score -351194.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -351829.781250 Penalty: 2921.690918
	Iteration 5F: 3 clusters Score -351829.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -352227.406250 Penalty: 2921.690918
	Iteration 6F: 3 clusters Score -352227.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -352437.375000 Penalty: 2921.690918
	Iteration 7Q: 3 clusters Score -352437.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -352554.437500 Penalty: 2921.690918
	Iteration 8Q: 3 clusters Score -352554.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -352642.437500 Penalty: 2921.690918
	Iteration 9Q: 3 clusters Score -352642.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -352729.062500 Penalty: 2921.690918
	Iteration 10Q: 3 clusters Score -352729.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -352814.750000 Penalty: 2921.690918
	Iteration 11Q: 3 clusters Score -352814.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -352874.531250 Penalty: 2921.690918
	Iteration 12Q: 3 clusters Score -352874.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -352923.000000 Penalty: 2921.690918
	Iteration 13Q: 3 clusters Score -352923 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -352974.781250 Penalty: 2921.690918
	Iteration 14Q: 3 clusters Score -352974.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -353019.375000 Penalty: 2921.690918
	Iteration 15Q: 3 clusters Score -353019.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -353050.468750 Penalty: 2921.690918
	Iteration 16Q: 3 clusters Score -353050.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -353079.406250 Penalty: 2921.690918
	Iteration 17Q: 3 clusters Score -353079.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -353110.906250 Penalty: 2921.690918
	Iteration 18Q: 3 clusters Score -353110.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -353127.562500 Penalty: 2921.690918
	Iteration 19Q: 3 clusters Score -353127.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -353144.843750 Penalty: 2921.690918
	Iteration 20F: 3 clusters Score -353144.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -353156.968750 Penalty: 2921.690918
	Iteration 21Q: 3 clusters Score -353157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -353168.156250 Penalty: 2921.690918
	Iteration 22Q: 3 clusters Score -353168.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -353176.625000 Penalty: 2921.690918
	Iteration 23Q: 3 clusters Score -353176.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -353179.718750 Penalty: 2921.690918
	Iteration 24Q: 3 clusters Score -353179.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -353181.843750 Penalty: 2921.690918
	Iteration 25Q: 3 clusters Score -353181.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -353182.500000 Penalty: 2921.690918
	Iteration 26Q: 3 clusters Score -353182.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -353183.187500 Penalty: 2921.690918
	Iteration 27Q: 3 clusters Score -353183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -353184.062500 Penalty: 2921.690918
	Iteration 28Q: 3 clusters Score -353184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -353185.156250 Penalty: 2921.690918
	Iteration 29Q: 3 clusters Score -353185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -353185.218750 Penalty: 2921.690918
	Iteration 30Q: 3 clusters Score -353185.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -353185.843750 Penalty: 2921.690918
	Iteration 31Q: 3 clusters Score -353185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -353186.750000 Penalty: 2921.690918
	Iteration 32Q: 3 clusters Score -353186.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -353186.218750 Penalty: 2921.690918
	Iteration 33Q: 3 clusters Score -353186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -353186.218750 Penalty: 2921.690918
	Iteration 34F: 3 clusters Score -353186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373552 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 12420 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32713 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 48807 members 
Mstep: Class 12 contains 16622 members 
Mstep: Class 13 contains 4674 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 17 contains 12752 members 
Mstep: Class 18 contains 8069 members 
Mstep: Class 19 contains 27485 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
Score: -28195176.000000 Penalty: 43161.070312
Splitting cluster 4 changes total score from -28195746.000000 to -28195176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (6287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Entering Unmasked Estep 
Score: -324557.593750 Penalty: 1421.263916
	Iteration 0F: 2 clusters Score -324557.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -319726.468750 Penalty: 2842.527832
	Iteration 0F: 3 clusters Score -319726.5 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -321192.437500 Penalty: 2842.527832
	Iteration 1F: 3 clusters Score -321192.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -321416.062500 Penalty: 2842.527832
	Iteration 2F: 3 clusters Score -321416.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -321593.125000 Penalty: 2842.527832
	Iteration 3F: 3 clusters Score -321593.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -321734.750000 Penalty: 2842.527832
	Iteration 4Q: 3 clusters Score -321734.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -321854.125000 Penalty: 2842.527832
	Iteration 5Q: 3 clusters Score -321854.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -321967.781250 Penalty: 2842.527832
	Iteration 6Q: 3 clusters Score -321967.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -322068.187500 Penalty: 2842.527832
	Iteration 7Q: 3 clusters Score -322068.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -322178.875000 Penalty: 2842.527832
	Iteration 8Q: 3 clusters Score -322178.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -322316.375000 Penalty: 2842.527832
	Iteration 9Q: 3 clusters Score -322316.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -322481.500000 Penalty: 2842.527832
	Iteration 10Q: 3 clusters Score -322481.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -322626.968750 Penalty: 2842.527832
	Iteration 11Q: 3 clusters Score -322627 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -322789.375000 Penalty: 2842.527832
	Iteration 12Q: 3 clusters Score -322789.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -322934.593750 Penalty: 2842.527832
	Iteration 13Q: 3 clusters Score -322934.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -323052.281250 Penalty: 2842.527832
	Iteration 14Q: 3 clusters Score -323052.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -323121.343750 Penalty: 2842.527832
	Iteration 15Q: 3 clusters Score -323121.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -323173.062500 Penalty: 2842.527832
	Iteration 16Q: 3 clusters Score -323173.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -323215.093750 Penalty: 2842.527832
	Iteration 17Q: 3 clusters Score -323215.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -323248.187500 Penalty: 2842.527832
	Iteration 18Q: 3 clusters Score -323248.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -323265.562500 Penalty: 2842.527832
	Iteration 19Q: 3 clusters Score -323265.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -323280.218750 Penalty: 2842.527832
	Iteration 20F: 3 clusters Score -323280.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -323285.437500 Penalty: 2842.527832
	Iteration 21Q: 3 clusters Score -323285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -323287.750000 Penalty: 2842.527832
	Iteration 22Q: 3 clusters Score -323287.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -323288.937500 Penalty: 2842.527832
	Iteration 23Q: 3 clusters Score -323288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -323290.562500 Penalty: 2842.527832
	Iteration 24Q: 3 clusters Score -323290.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -323292.562500 Penalty: 2842.527832
	Iteration 25Q: 3 clusters Score -323292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -323293.437500 Penalty: 2842.527832
	Iteration 26Q: 3 clusters Score -323293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -323293.437500 Penalty: 2842.527832
	Iteration 27F: 3 clusters Score -323293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Entering Unmasked Estep 
Score: -795660.062500 Penalty: 1576.184204
	Iteration 0F: 2 clusters Score -795660.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -784405.375000 Penalty: 3152.368408
	Iteration 0F: 3 clusters Score -784405.4 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -788438.125000 Penalty: 3152.368408
	Iteration 1F: 3 clusters Score -788438.1 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -789007.250000 Penalty: 3152.368408
	Iteration 2F: 3 clusters Score -789007.2 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -789734.187500 Penalty: 3152.368408
	Iteration 3F: 3 clusters Score -789734.2 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -790689.312500 Penalty: 3152.368408
	Iteration 4F: 3 clusters Score -790689.3 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -791690.187500 Penalty: 3152.368408
	Iteration 5F: 3 clusters Score -791690.2 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -792597.500000 Penalty: 3152.368408
	Iteration 6F: 3 clusters Score -792597.5 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -793351.125000 Penalty: 3152.368408
	Iteration 7F: 3 clusters Score -793351.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -793909.312500 Penalty: 3152.368408
	Iteration 8Q: 3 clusters Score -793909.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -794178.562500 Penalty: 3152.368408
	Iteration 9Q: 3 clusters Score -794178.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -794328.312500 Penalty: 3152.368408
	Iteration 10Q: 3 clusters Score -794328.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -794457.875000 Penalty: 3152.368408
	Iteration 11Q: 3 clusters Score -794457.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -794588.312500 Penalty: 3152.368408
	Iteration 12Q: 3 clusters Score -794588.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -794713.812500 Penalty: 3152.368408
	Iteration 13Q: 3 clusters Score -794713.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -794800.312500 Penalty: 3152.368408
	Iteration 14Q: 3 clusters Score -794800.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -794866.187500 Penalty: 3152.368408
	Iteration 15Q: 3 clusters Score -794866.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -794915.500000 Penalty: 3152.368408
	Iteration 16Q: 3 clusters Score -794915.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -794941.312500 Penalty: 3152.368408
	Iteration 17Q: 3 clusters Score -794941.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -794965.812500 Penalty: 3152.368408
	Iteration 18Q: 3 clusters Score -794965.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -794977.625000 Penalty: 3152.368408
	Iteration 19Q: 3 clusters Score -794977.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -794984.625000 Penalty: 3152.368408
	Iteration 20F: 3 clusters Score -794984.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -794990.000000 Penalty: 3152.368408
	Iteration 21Q: 3 clusters Score -794990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -794994.062500 Penalty: 3152.368408
	Iteration 22Q: 3 clusters Score -794994.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -794997.187500 Penalty: 3152.368408
	Iteration 23Q: 3 clusters Score -794997.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -794998.937500 Penalty: 3152.368408
	Iteration 24Q: 3 clusters Score -794998.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -795003.437500 Penalty: 3152.368408
	Iteration 25Q: 3 clusters Score -795003.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -795006.250000 Penalty: 3152.368408
	Iteration 26Q: 3 clusters Score -795006.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -795009.062500 Penalty: 3152.368408
	Iteration 27Q: 3 clusters Score -795009.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -795011.000000 Penalty: 3152.368408
	Iteration 28Q: 3 clusters Score -795011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -795012.625000 Penalty: 3152.368408
	Iteration 29Q: 3 clusters Score -795012.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -795018.750000 Penalty: 3152.368408
	Iteration 30Q: 3 clusters Score -795018.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -795025.312500 Penalty: 3152.368408
	Iteration 31Q: 3 clusters Score -795025.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -795028.875000 Penalty: 3152.368408
	Iteration 32Q: 3 clusters Score -795028.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -795033.812500 Penalty: 3152.368408
	Iteration 33Q: 3 clusters Score -795033.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -795038.000000 Penalty: 3152.368408
	Iteration 34Q: 3 clusters Score -795038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -795037.375000 Penalty: 3152.368408
	Iteration 35Q: 3 clusters Score -795037.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -795041.562500 Penalty: 3152.368408
	Iteration 36Q: 3 clusters Score -795041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -795042.562500 Penalty: 3152.368408
	Iteration 37Q: 3 clusters Score -795042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -795042.562500 Penalty: 3152.368408
	Iteration 38Q: 3 clusters Score -795042.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -795042.187500 Penalty: 3152.368408
	Iteration 39Q: 3 clusters Score -795042.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -795044.687500 Penalty: 3152.368408
	Iteration 40F: 3 clusters Score -795044.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -795044.250000 Penalty: 3152.368408
	Iteration 41Q: 3 clusters Score -795044.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -795045.500000 Penalty: 3152.368408
	Iteration 42Q: 3 clusters Score -795045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -795047.125000 Penalty: 3152.368408
	Iteration 43Q: 3 clusters Score -795047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -795046.500000 Penalty: 3152.368408
	Iteration 44Q: 3 clusters Score -795046.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -795044.375000 Penalty: 3152.368408
	Iteration 45Q: 3 clusters Score -795044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -795044.750000 Penalty: 3152.368408
	Iteration 46Q: 3 clusters Score -795044.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -795046.250000 Penalty: 3152.368408
	Iteration 47Q: 3 clusters Score -795046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -795048.812500 Penalty: 3152.368408
	Iteration 48Q: 3 clusters Score -795048.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -795047.312500 Penalty: 3152.368408
	Iteration 49Q: 3 clusters Score -795047.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -795047.375000 Penalty: 3152.368408
	Iteration 50Q: 3 clusters Score -795047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -795047.375000 Penalty: 3152.368408
	Iteration 51F: 3 clusters Score -795047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -104022.132812 Penalty: 1261.214355
	Iteration 0F: 2 clusters Score -104022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -101699.234375 Penalty: 2522.428711
	Iteration 0F: 3 clusters Score -101699.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -102223.882812 Penalty: 2522.428711
	Iteration 1F: 3 clusters Score -102223.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -102457.085938 Penalty: 2522.428711
	Iteration 2F: 3 clusters Score -102457.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -102738.156250 Penalty: 2522.428711
	Iteration 3F: 3 clusters Score -102738.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -103190.421875 Penalty: 2522.428711
	Iteration 4F: 3 clusters Score -103190.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -103783.750000 Penalty: 2522.428711
	Iteration 5F: 3 clusters Score -103783.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -104238.132812 Penalty: 2522.428711
	Iteration 6F: 3 clusters Score -104238.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -104431.679688 Penalty: 2522.428711
	Iteration 7F: 3 clusters Score -104431.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -104539.703125 Penalty: 2522.428711
	Iteration 8Q: 3 clusters Score -104539.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -104606.671875 Penalty: 2522.428711
	Iteration 9Q: 3 clusters Score -104606.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104671.640625 Penalty: 2522.428711
	Iteration 10Q: 3 clusters Score -104671.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104716.398438 Penalty: 2522.428711
	Iteration 11Q: 3 clusters Score -104716.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -104745.109375 Penalty: 2522.428711
	Iteration 12Q: 3 clusters Score -104745.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -104759.914062 Penalty: 2522.428711
	Iteration 13Q: 3 clusters Score -104759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -104782.617188 Penalty: 2522.428711
	Iteration 14Q: 3 clusters Score -104782.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104796.601562 Penalty: 2522.428711
	Iteration 15Q: 3 clusters Score -104796.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -104804.101562 Penalty: 2522.428711
	Iteration 16Q: 3 clusters Score -104804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104805.890625 Penalty: 2522.428711
	Iteration 17Q: 3 clusters Score -104805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104805.890625 Penalty: 2522.428711
	Iteration 18F: 3 clusters Score -104805.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373552 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 12420 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 8 contains 32713 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 48807 members 
Mstep: Class 12 contains 16622 members 
Mstep: Class 13 contains 557 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 17 contains 12752 members 
Mstep: Class 18 contains 8069 members 
Mstep: Class 19 contains 27485 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
Score: -28195622.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28195746.000000 to -28195622.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (32713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Entering Unmasked Estep 
Score: -1632314.000000 Penalty: 1689.273315
	Iteration 0F: 2 clusters Score -1632314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1610352.125000 Penalty: 3378.546631
	Iteration 0F: 3 clusters Score -1610352 nChanged 15090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1618891.625000 Penalty: 3378.546631
	Iteration 1F: 3 clusters Score -1618892 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -1619456.875000 Penalty: 3378.546631
	Iteration 2Q: 3 clusters Score -1619457 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1620065.625000 Penalty: 3378.546631
	Iteration 3Q: 3 clusters Score -1620066 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1620817.250000 Penalty: 3378.546631
	Iteration 4Q: 3 clusters Score -1620817 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1621844.375000 Penalty: 3378.546631
	Iteration 5F: 3 clusters Score -1621844 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1623286.500000 Penalty: 3378.546631
	Iteration 6F: 3 clusters Score -1623286 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1625149.250000 Penalty: 3378.546631
	Iteration 7F: 3 clusters Score -1625149 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1627149.875000 Penalty: 3378.546631
	Iteration 8F: 3 clusters Score -1627150 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1628879.250000 Penalty: 3378.546631
	Iteration 9Q: 3 clusters Score -1628879 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1629861.375000 Penalty: 3378.546631
	Iteration 10Q: 3 clusters Score -1629861 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1630354.125000 Penalty: 3378.546631
	Iteration 11Q: 3 clusters Score -1630354 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1630607.375000 Penalty: 3378.546631
	Iteration 12Q: 3 clusters Score -1630607 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1630714.250000 Penalty: 3378.546631
	Iteration 13Q: 3 clusters Score -1630714 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1630776.500000 Penalty: 3378.546631
	Iteration 14Q: 3 clusters Score -1630776 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1630821.375000 Penalty: 3378.546631
	Iteration 15Q: 3 clusters Score -1630821 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1630858.125000 Penalty: 3378.546631
	Iteration 16Q: 3 clusters Score -1630858 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1630870.750000 Penalty: 3378.546631
	Iteration 17Q: 3 clusters Score -1630871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1630887.375000 Penalty: 3378.546631
	Iteration 18Q: 3 clusters Score -1630887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1630892.375000 Penalty: 3378.546631
	Iteration 19Q: 3 clusters Score -1630892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1630894.625000 Penalty: 3378.546631
	Iteration 20F: 3 clusters Score -1630895 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1630899.000000 Penalty: 3378.546631
	Iteration 21Q: 3 clusters Score -1630899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1630901.625000 Penalty: 3378.546631
	Iteration 22Q: 3 clusters Score -1630902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1630900.375000 Penalty: 3378.546631
	Iteration 23Q: 3 clusters Score -1630900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1630903.250000 Penalty: 3378.546631
	Iteration 24Q: 3 clusters Score -1630903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1630903.500000 Penalty: 3378.546631
	Iteration 25Q: 3 clusters Score -1630904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1630908.750000 Penalty: 3378.546631
	Iteration 26Q: 3 clusters Score -1630909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1630907.875000 Penalty: 3378.546631
	Iteration 27Q: 3 clusters Score -1630908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1630913.250000 Penalty: 3378.546631
	Iteration 28Q: 3 clusters Score -1630913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1630909.375000 Penalty: 3378.546631
	Iteration 29Q: 3 clusters Score -1630909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1630912.500000 Penalty: 3378.546631
	Iteration 30Q: 3 clusters Score -1630912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1630910.250000 Penalty: 3378.546631
	Iteration 31Q: 3 clusters Score -1630910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1630912.500000 Penalty: 3378.546631
	Iteration 32Q: 3 clusters Score -1630912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1630913.000000 Penalty: 3378.546631
	Iteration 33Q: 3 clusters Score -1630913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1630912.250000 Penalty: 3378.546631
	Iteration 34Q: 3 clusters Score -1630912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1630914.375000 Penalty: 3378.546631
	Iteration 35Q: 3 clusters Score -1630914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1630915.250000 Penalty: 3378.546631
	Iteration 36Q: 3 clusters Score -1630915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1630916.250000 Penalty: 3378.546631
	Iteration 37Q: 3 clusters Score -1630916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1630914.250000 Penalty: 3378.546631
	Iteration 38Q: 3 clusters Score -1630914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1630916.375000 Penalty: 3378.546631
	Iteration 39Q: 3 clusters Score -1630916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1630912.875000 Penalty: 3378.546631
	Iteration 40F: 3 clusters Score -1630913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1630913.250000 Penalty: 3378.546631
	Iteration 41Q: 3 clusters Score -1630913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1630914.125000 Penalty: 3378.546631
	Iteration 42Q: 3 clusters Score -1630914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1630909.625000 Penalty: 3378.546631
	Iteration 43Q: 3 clusters Score -1630910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1630910.875000 Penalty: 3378.546631
	Iteration 44Q: 3 clusters Score -1630911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1630911.000000 Penalty: 3378.546631
	Iteration 45Q: 3 clusters Score -1630911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1630912.250000 Penalty: 3378.546631
	Iteration 46Q: 3 clusters Score -1630912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1630915.000000 Penalty: 3378.546631
	Iteration 47Q: 3 clusters Score -1630915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1630915.625000 Penalty: 3378.546631
	Iteration 48Q: 3 clusters Score -1630916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1630918.125000 Penalty: 3378.546631
	Iteration 49Q: 3 clusters Score -1630918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1630914.500000 Penalty: 3378.546631
	Iteration 50Q: 3 clusters Score -1630914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1630912.625000 Penalty: 3378.546631
	Iteration 51Q: 3 clusters Score -1630913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1630911.875000 Penalty: 3378.546631
	Iteration 52Q: 3 clusters Score -1630912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1630911.000000 Penalty: 3378.546631
	Iteration 53Q: 3 clusters Score -1630911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1630913.875000 Penalty: 3378.546631
	Iteration 54Q: 3 clusters Score -1630914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1630916.125000 Penalty: 3378.546631
	Iteration 55Q: 3 clusters Score -1630916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1630911.500000 Penalty: 3378.546631
	Iteration 56Q: 3 clusters Score -1630912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1630917.500000 Penalty: 3378.546631
	Iteration 57Q: 3 clusters Score -1630918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1630917.750000 Penalty: 3378.546631
	Iteration 58Q: 3 clusters Score -1630918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1630917.500000 Penalty: 3378.546631
	Iteration 59Q: 3 clusters Score -1630918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1630918.500000 Penalty: 3378.546631
	Iteration 60F: 3 clusters Score -1630918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1630919.625000 Penalty: 3378.546631
	Iteration 61Q: 3 clusters Score -1630920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1630919.625000 Penalty: 3378.546631
	Iteration 62F: 3 clusters Score -1630920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -44731.371094 Penalty: 1107.897461
	Iteration 0F: 2 clusters Score -44731.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -43313.648438 Penalty: 2215.794922
	Iteration 0F: 3 clusters Score -43313.65 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43539.968750 Penalty: 2215.794922
	Iteration 1F: 3 clusters Score -43539.97 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -43613.363281 Penalty: 2215.794922
	Iteration 2F: 3 clusters Score -43613.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -43647.855469 Penalty: 2215.794922
	Iteration 3Q: 3 clusters Score -43647.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -43673.699219 Penalty: 2215.794922
	Iteration 4Q: 3 clusters Score -43673.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -43706.332031 Penalty: 2215.794922
	Iteration 5Q: 3 clusters Score -43706.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -43740.269531 Penalty: 2215.794922
	Iteration 6Q: 3 clusters Score -43740.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -43749.003906 Penalty: 2215.794922
	Iteration 7Q: 3 clusters Score -43749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -43753.234375 Penalty: 2215.794922
	Iteration 8Q: 3 clusters Score -43753.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -43755.585938 Penalty: 2215.794922
	Iteration 9Q: 3 clusters Score -43755.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -43758.062500 Penalty: 2215.794922
	Iteration 10Q: 3 clusters Score -43758.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -43759.894531 Penalty: 2215.794922
	Iteration 11Q: 3 clusters Score -43759.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -43761.937500 Penalty: 2215.794922
	Iteration 12Q: 3 clusters Score -43761.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -43762.570312 Penalty: 2215.794922
	Iteration 13Q: 3 clusters Score -43762.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -43766.453125 Penalty: 2215.794922
	Iteration 14Q: 3 clusters Score -43766.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -43767.558594 Penalty: 2215.794922
	Iteration 15Q: 3 clusters Score -43767.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43769.851562 Penalty: 2215.794922
	Iteration 16Q: 3 clusters Score -43769.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -43775.804688 Penalty: 2215.794922
	Iteration 17Q: 3 clusters Score -43775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43779.355469 Penalty: 2215.794922
	Iteration 18Q: 3 clusters Score -43779.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -43780.855469 Penalty: 2215.794922
	Iteration 19Q: 3 clusters Score -43780.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -43783.000000 Penalty: 2215.794922
	Iteration 20F: 3 clusters Score -43783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -43784.628906 Penalty: 2215.794922
	Iteration 21Q: 3 clusters Score -43784.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -43786.406250 Penalty: 2215.794922
	Iteration 22Q: 3 clusters Score -43786.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -43786.406250 Penalty: 2215.794922
	Iteration 23F: 3 clusters Score -43786.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -49416.382812 Penalty: 1158.250244
	Iteration 0F: 2 clusters Score -49416.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -47810.875000 Penalty: 2316.500488
	Iteration 0F: 3 clusters Score -47810.88 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -48108.531250 Penalty: 2316.500488
	Iteration 1F: 3 clusters Score -48108.53 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -48201.011719 Penalty: 2316.500488
	Iteration 2F: 3 clusters Score -48201.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -48270.082031 Penalty: 2316.500488
	Iteration 3F: 3 clusters Score -48270.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -48321.175781 Penalty: 2316.500488
	Iteration 4Q: 3 clusters Score -48321.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -48379.839844 Penalty: 2316.500488
	Iteration 5Q: 3 clusters Score -48379.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -48445.527344 Penalty: 2316.500488
	Iteration 6Q: 3 clusters Score -48445.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -48472.574219 Penalty: 2316.500488
	Iteration 7Q: 3 clusters Score -48472.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -48501.421875 Penalty: 2316.500488
	Iteration 8Q: 3 clusters Score -48501.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -48524.585938 Penalty: 2316.500488
	Iteration 9Q: 3 clusters Score -48524.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -48534.738281 Penalty: 2316.500488
	Iteration 10Q: 3 clusters Score -48534.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -48539.773438 Penalty: 2316.500488
	Iteration 11Q: 3 clusters Score -48539.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -48544.488281 Penalty: 2316.500488
	Iteration 12Q: 3 clusters Score -48544.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -48548.644531 Penalty: 2316.500488
	Iteration 13Q: 3 clusters Score -48548.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -48555.679688 Penalty: 2316.500488
	Iteration 14Q: 3 clusters Score -48555.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -48563.078125 Penalty: 2316.500488
	Iteration 15Q: 3 clusters Score -48563.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -48568.644531 Penalty: 2316.500488
	Iteration 16Q: 3 clusters Score -48568.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -48570.218750 Penalty: 2316.500488
	Iteration 17Q: 3 clusters Score -48570.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -48570.937500 Penalty: 2316.500488
	Iteration 18Q: 3 clusters Score -48570.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -48573.914062 Penalty: 2316.500488
	Iteration 19Q: 3 clusters Score -48573.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -48574.402344 Penalty: 2316.500488
	Iteration 20F: 3 clusters Score -48574.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Entering Unmasked Estep 
Score: -2430428.750000 Penalty: 1754.289795
	Iteration 0F: 2 clusters Score -2430429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -2398088.250000 Penalty: 3508.579590
	Iteration 0F: 3 clusters Score -2398088 nChanged 22656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -2411230.250000 Penalty: 3508.579590
	Iteration 1F: 3 clusters Score -2411230 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2411940.000000 Penalty: 3508.579590
	Iteration 2Q: 3 clusters Score -2411940 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -2412911.000000 Penalty: 3508.579590
	Iteration 3Q: 3 clusters Score -2412911 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -2414212.000000 Penalty: 3508.579590
	Iteration 4F: 3 clusters Score -2414212 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -2416084.000000 Penalty: 3508.579590
	Iteration 5F: 3 clusters Score -2416084 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -2418264.000000 Penalty: 3508.579590
	Iteration 6F: 3 clusters Score -2418264 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -2420326.500000 Penalty: 3508.579590
	Iteration 7F: 3 clusters Score -2420326 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -2421997.750000 Penalty: 3508.579590
	Iteration 8Q: 3 clusters Score -2421998 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -2423107.250000 Penalty: 3508.579590
	Iteration 9Q: 3 clusters Score -2423107 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -2423907.750000 Penalty: 3508.579590
	Iteration 10Q: 3 clusters Score -2423908 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -2424526.000000 Penalty: 3508.579590
	Iteration 11Q: 3 clusters Score -2424526 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -2425089.250000 Penalty: 3508.579590
	Iteration 12Q: 3 clusters Score -2425089 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -2425640.500000 Penalty: 3508.579590
	Iteration 13Q: 3 clusters Score -2425640 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -2426219.000000 Penalty: 3508.579590
	Iteration 14Q: 3 clusters Score -2426219 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -2426794.500000 Penalty: 3508.579590
	Iteration 15Q: 3 clusters Score -2426794 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -2427316.750000 Penalty: 3508.579590
	Iteration 16Q: 3 clusters Score -2427317 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -2427762.250000 Penalty: 3508.579590
	Iteration 17Q: 3 clusters Score -2427762 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -2428110.750000 Penalty: 3508.579590
	Iteration 18Q: 3 clusters Score -2428111 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -2428370.250000 Penalty: 3508.579590
	Iteration 19Q: 3 clusters Score -2428370 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -2428566.500000 Penalty: 3508.579590
	Iteration 20F: 3 clusters Score -2428566 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -2428714.500000 Penalty: 3508.579590
	Iteration 21Q: 3 clusters Score -2428714 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -2428793.000000 Penalty: 3508.579590
	Iteration 22Q: 3 clusters Score -2428793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -2428841.500000 Penalty: 3508.579590
	Iteration 23Q: 3 clusters Score -2428842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -2428877.750000 Penalty: 3508.579590
	Iteration 24Q: 3 clusters Score -2428878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -2428911.000000 Penalty: 3508.579590
	Iteration 25Q: 3 clusters Score -2428911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -2428934.500000 Penalty: 3508.579590
	Iteration 26Q: 3 clusters Score -2428934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -2428961.250000 Penalty: 3508.579590
	Iteration 27Q: 3 clusters Score -2428961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -2428976.000000 Penalty: 3508.579590
	Iteration 28Q: 3 clusters Score -2428976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -2428979.250000 Penalty: 3508.579590
	Iteration 29Q: 3 clusters Score -2428979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -2428990.000000 Penalty: 3508.579590
	Iteration 30Q: 3 clusters Score -2428990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -2429000.750000 Penalty: 3508.579590
	Iteration 31Q: 3 clusters Score -2429001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -2429004.000000 Penalty: 3508.579590
	Iteration 32Q: 3 clusters Score -2429004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -2429005.000000 Penalty: 3508.579590
	Iteration 33Q: 3 clusters Score -2429005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -2429008.000000 Penalty: 3508.579590
	Iteration 34Q: 3 clusters Score -2429008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -2429014.750000 Penalty: 3508.579590
	Iteration 35Q: 3 clusters Score -2429015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -2429022.750000 Penalty: 3508.579590
	Iteration 36Q: 3 clusters Score -2429023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -2429032.250000 Penalty: 3508.579590
	Iteration 37Q: 3 clusters Score -2429032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -2429033.750000 Penalty: 3508.579590
	Iteration 38Q: 3 clusters Score -2429034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -2429033.750000 Penalty: 3508.579590
	Iteration 39Q: 3 clusters Score -2429034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -2429037.000000 Penalty: 3508.579590
	Iteration 40F: 3 clusters Score -2429037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -2429040.000000 Penalty: 3508.579590
	Iteration 41Q: 3 clusters Score -2429040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -2429040.250000 Penalty: 3508.579590
	Iteration 42Q: 3 clusters Score -2429040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -2429043.750000 Penalty: 3508.579590
	Iteration 43Q: 3 clusters Score -2429044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -2429043.750000 Penalty: 3508.579590
	Iteration 44F: 3 clusters Score -2429044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Entering Unmasked Estep 
Score: -789325.250000 Penalty: 1579.253296
	Iteration 0F: 2 clusters Score -789325.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -777860.375000 Penalty: 3158.506592
	Iteration 0F: 3 clusters Score -777860.4 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -781943.062500 Penalty: 3158.506592
	Iteration 1F: 3 clusters Score -781943.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -782215.500000 Penalty: 3158.506592
	Iteration 2Q: 3 clusters Score -782215.5 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -782438.562500 Penalty: 3158.506592
	Iteration 3Q: 3 clusters Score -782438.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -782654.625000 Penalty: 3158.506592
	Iteration 4Q: 3 clusters Score -782654.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -782872.875000 Penalty: 3158.506592
	Iteration 5Q: 3 clusters Score -782872.9 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -783162.187500 Penalty: 3158.506592
	Iteration 6Q: 3 clusters Score -783162.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -783579.062500 Penalty: 3158.506592
	Iteration 7Q: 3 clusters Score -783579.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -784195.875000 Penalty: 3158.506592
	Iteration 8F: 3 clusters Score -784195.9 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -785041.312500 Penalty: 3158.506592
	Iteration 9F: 3 clusters Score -785041.3 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -786020.500000 Penalty: 3158.506592
	Iteration 10F: 3 clusters Score -786020.5 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -786779.250000 Penalty: 3158.506592
	Iteration 11F: 3 clusters Score -786779.2 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -787315.437500 Penalty: 3158.506592
	Iteration 12Q: 3 clusters Score -787315.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -787671.750000 Penalty: 3158.506592
	Iteration 13Q: 3 clusters Score -787671.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -787923.375000 Penalty: 3158.506592
	Iteration 14Q: 3 clusters Score -787923.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -788091.000000 Penalty: 3158.506592
	Iteration 15Q: 3 clusters Score -788091 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -788216.375000 Penalty: 3158.506592
	Iteration 16Q: 3 clusters Score -788216.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -788314.687500 Penalty: 3158.506592
	Iteration 17Q: 3 clusters Score -788314.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -788396.562500 Penalty: 3158.506592
	Iteration 18Q: 3 clusters Score -788396.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -788480.875000 Penalty: 3158.506592
	Iteration 19Q: 3 clusters Score -788480.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -788537.937500 Penalty: 3158.506592
	Iteration 20F: 3 clusters Score -788537.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -788582.750000 Penalty: 3158.506592
	Iteration 21Q: 3 clusters Score -788582.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -788620.125000 Penalty: 3158.506592
	Iteration 22Q: 3 clusters Score -788620.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -788653.875000 Penalty: 3158.506592
	Iteration 23Q: 3 clusters Score -788653.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -788672.625000 Penalty: 3158.506592
	Iteration 24Q: 3 clusters Score -788672.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -788688.687500 Penalty: 3158.506592
	Iteration 25Q: 3 clusters Score -788688.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -788699.937500 Penalty: 3158.506592
	Iteration 26Q: 3 clusters Score -788699.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -788708.687500 Penalty: 3158.506592
	Iteration 27Q: 3 clusters Score -788708.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -788720.312500 Penalty: 3158.506592
	Iteration 28Q: 3 clusters Score -788720.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -788727.687500 Penalty: 3158.506592
	Iteration 29Q: 3 clusters Score -788727.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -788736.937500 Penalty: 3158.506592
	Iteration 30Q: 3 clusters Score -788736.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -788739.000000 Penalty: 3158.506592
	Iteration 31Q: 3 clusters Score -788739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -788746.312500 Penalty: 3158.506592
	Iteration 32Q: 3 clusters Score -788746.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -788750.812500 Penalty: 3158.506592
	Iteration 33Q: 3 clusters Score -788750.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -788754.750000 Penalty: 3158.506592
	Iteration 34Q: 3 clusters Score -788754.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -788761.187500 Penalty: 3158.506592
	Iteration 35Q: 3 clusters Score -788761.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -788761.375000 Penalty: 3158.506592
	Iteration 36Q: 3 clusters Score -788761.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -788762.875000 Penalty: 3158.506592
	Iteration 37Q: 3 clusters Score -788762.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -788763.812500 Penalty: 3158.506592
	Iteration 38Q: 3 clusters Score -788763.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -788764.375000 Penalty: 3158.506592
	Iteration 39Q: 3 clusters Score -788764.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -788764.625000 Penalty: 3158.506592
	Iteration 40F: 3 clusters Score -788764.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -788766.375000 Penalty: 3158.506592
	Iteration 41Q: 3 clusters Score -788766.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -788769.375000 Penalty: 3158.506592
	Iteration 42Q: 3 clusters Score -788769.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -788770.312500 Penalty: 3158.506592
	Iteration 43Q: 3 clusters Score -788770.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -788770.687500 Penalty: 3158.506592
	Iteration 44Q: 3 clusters Score -788770.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -788772.250000 Penalty: 3158.506592
	Iteration 45Q: 3 clusters Score -788772.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -788771.750000 Penalty: 3158.506592
	Iteration 46Q: 3 clusters Score -788771.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -788771.875000 Penalty: 3158.506592
	Iteration 47Q: 3 clusters Score -788771.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -788773.812500 Penalty: 3158.506592
	Iteration 48Q: 3 clusters Score -788773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -788773.812500 Penalty: 3158.506592
	Iteration 49Q: 3 clusters Score -788773.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -788775.437500 Penalty: 3158.506592
	Iteration 50Q: 3 clusters Score -788775.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -788776.187500 Penalty: 3158.506592
	Iteration 51Q: 3 clusters Score -788776.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -788775.500000 Penalty: 3158.506592
	Iteration 52Q: 3 clusters Score -788775.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -788775.062500 Penalty: 3158.506592
	Iteration 53Q: 3 clusters Score -788775.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -788775.937500 Penalty: 3158.506592
	Iteration 54Q: 3 clusters Score -788775.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -788779.125000 Penalty: 3158.506592
	Iteration 55Q: 3 clusters Score -788779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -788780.062500 Penalty: 3158.506592
	Iteration 56Q: 3 clusters Score -788780.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -788779.250000 Penalty: 3158.506592
	Iteration 57Q: 3 clusters Score -788779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -788780.500000 Penalty: 3158.506592
	Iteration 58Q: 3 clusters Score -788780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -788781.000000 Penalty: 3158.506592
	Iteration 59Q: 3 clusters Score -788781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -788780.312500 Penalty: 3158.506592
	Iteration 60F: 3 clusters Score -788780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -788779.562500 Penalty: 3158.506592
	Iteration 61Q: 3 clusters Score -788779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -788779.125000 Penalty: 3158.506592
	Iteration 62Q: 3 clusters Score -788779.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -788779.125000 Penalty: 3158.506592
	Iteration 63F: 3 clusters Score -788779.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -173064.078125 Penalty: 1324.028442
	Iteration 0F: 2 clusters Score -173064.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -170050.703125 Penalty: 2648.056885
	Iteration 0F: 3 clusters Score -170050.7 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -170769.578125 Penalty: 2648.056885
	Iteration 1F: 3 clusters Score -170769.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -170883.843750 Penalty: 2648.056885
	Iteration 2F: 3 clusters Score -170883.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -170951.562500 Penalty: 2648.056885
	Iteration 3Q: 3 clusters Score -170951.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -171003.859375 Penalty: 2648.056885
	Iteration 4Q: 3 clusters Score -171003.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -171043.640625 Penalty: 2648.056885
	Iteration 5Q: 3 clusters Score -171043.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -171083.187500 Penalty: 2648.056885
	Iteration 6Q: 3 clusters Score -171083.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -171114.328125 Penalty: 2648.056885
	Iteration 7Q: 3 clusters Score -171114.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -171151.390625 Penalty: 2648.056885
	Iteration 8Q: 3 clusters Score -171151.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -171187.937500 Penalty: 2648.056885
	Iteration 9Q: 3 clusters Score -171187.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -171221.609375 Penalty: 2648.056885
	Iteration 10Q: 3 clusters Score -171221.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -171253.671875 Penalty: 2648.056885
	Iteration 11Q: 3 clusters Score -171253.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -171289.843750 Penalty: 2648.056885
	Iteration 12Q: 3 clusters Score -171289.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -171331.187500 Penalty: 2648.056885
	Iteration 13Q: 3 clusters Score -171331.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -171381.531250 Penalty: 2648.056885
	Iteration 14Q: 3 clusters Score -171381.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -171419.375000 Penalty: 2648.056885
	Iteration 15Q: 3 clusters Score -171419.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -171453.062500 Penalty: 2648.056885
	Iteration 16Q: 3 clusters Score -171453.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -171481.296875 Penalty: 2648.056885
	Iteration 17Q: 3 clusters Score -171481.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -171521.359375 Penalty: 2648.056885
	Iteration 18Q: 3 clusters Score -171521.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -171555.796875 Penalty: 2648.056885
	Iteration 19Q: 3 clusters Score -171555.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -171587.203125 Penalty: 2648.056885
	Iteration 20F: 3 clusters Score -171587.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -171618.343750 Penalty: 2648.056885
	Iteration 21Q: 3 clusters Score -171618.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -171648.250000 Penalty: 2648.056885
	Iteration 22Q: 3 clusters Score -171648.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -171677.578125 Penalty: 2648.056885
	Iteration 23Q: 3 clusters Score -171677.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -171703.406250 Penalty: 2648.056885
	Iteration 24Q: 3 clusters Score -171703.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -171729.656250 Penalty: 2648.056885
	Iteration 25Q: 3 clusters Score -171729.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -171749.859375 Penalty: 2648.056885
	Iteration 26Q: 3 clusters Score -171749.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -171769.828125 Penalty: 2648.056885
	Iteration 27Q: 3 clusters Score -171769.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -171789.281250 Penalty: 2648.056885
	Iteration 28Q: 3 clusters Score -171789.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -171799.453125 Penalty: 2648.056885
	Iteration 29Q: 3 clusters Score -171799.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -171805.140625 Penalty: 2648.056885
	Iteration 30Q: 3 clusters Score -171805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -171811.015625 Penalty: 2648.056885
	Iteration 31Q: 3 clusters Score -171811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -171818.828125 Penalty: 2648.056885
	Iteration 32Q: 3 clusters Score -171818.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -171828.687500 Penalty: 2648.056885
	Iteration 33Q: 3 clusters Score -171828.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -171838.828125 Penalty: 2648.056885
	Iteration 34Q: 3 clusters Score -171838.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -171851.500000 Penalty: 2648.056885
	Iteration 35Q: 3 clusters Score -171851.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -171861.453125 Penalty: 2648.056885
	Iteration 36Q: 3 clusters Score -171861.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -171868.250000 Penalty: 2648.056885
	Iteration 37Q: 3 clusters Score -171868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -171872.781250 Penalty: 2648.056885
	Iteration 38Q: 3 clusters Score -171872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -171874.187500 Penalty: 2648.056885
	Iteration 39Q: 3 clusters Score -171874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -171874.437500 Penalty: 2648.056885
	Iteration 40F: 3 clusters Score -171874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -171874.906250 Penalty: 2648.056885
	Iteration 41Q: 3 clusters Score -171874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -171877.703125 Penalty: 2648.056885
	Iteration 42Q: 3 clusters Score -171877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -171879.750000 Penalty: 2648.056885
	Iteration 43Q: 3 clusters Score -171879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -171880.468750 Penalty: 2648.056885
	Iteration 44Q: 3 clusters Score -171880.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -171880.468750 Penalty: 2648.056885
	Iteration 45F: 3 clusters Score -171880.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Entering Unmasked Estep 
Score: -657059.687500 Penalty: 1536.184570
	Iteration 0F: 2 clusters Score -657059.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -648080.500000 Penalty: 3072.369141
	Iteration 0F: 3 clusters Score -648080.5 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -651153.250000 Penalty: 3072.369141
	Iteration 1F: 3 clusters Score -651153.2 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -651509.625000 Penalty: 3072.369141
	Iteration 2F: 3 clusters Score -651509.6 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -651868.750000 Penalty: 3072.369141
	Iteration 3F: 3 clusters Score -651868.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -652263.062500 Penalty: 3072.369141
	Iteration 4F: 3 clusters Score -652263.1 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -652675.062500 Penalty: 3072.369141
	Iteration 5F: 3 clusters Score -652675.1 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -653096.312500 Penalty: 3072.369141
	Iteration 6F: 3 clusters Score -653096.3 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -653487.187500 Penalty: 3072.369141
	Iteration 7F: 3 clusters Score -653487.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -653887.312500 Penalty: 3072.369141
	Iteration 8Q: 3 clusters Score -653887.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -654189.125000 Penalty: 3072.369141
	Iteration 9Q: 3 clusters Score -654189.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -654396.125000 Penalty: 3072.369141
	Iteration 10Q: 3 clusters Score -654396.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -654517.750000 Penalty: 3072.369141
	Iteration 11Q: 3 clusters Score -654517.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -654616.812500 Penalty: 3072.369141
	Iteration 12Q: 3 clusters Score -654616.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -654707.187500 Penalty: 3072.369141
	Iteration 13Q: 3 clusters Score -654707.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -654807.937500 Penalty: 3072.369141
	Iteration 14Q: 3 clusters Score -654807.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -654907.687500 Penalty: 3072.369141
	Iteration 15Q: 3 clusters Score -654907.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -654998.937500 Penalty: 3072.369141
	Iteration 16Q: 3 clusters Score -654998.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -655082.187500 Penalty: 3072.369141
	Iteration 17Q: 3 clusters Score -655082.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -655157.812500 Penalty: 3072.369141
	Iteration 18Q: 3 clusters Score -655157.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -655218.562500 Penalty: 3072.369141
	Iteration 19Q: 3 clusters Score -655218.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -655257.687500 Penalty: 3072.369141
	Iteration 20F: 3 clusters Score -655257.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -655283.875000 Penalty: 3072.369141
	Iteration 21Q: 3 clusters Score -655283.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -655306.750000 Penalty: 3072.369141
	Iteration 22Q: 3 clusters Score -655306.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -655326.812500 Penalty: 3072.369141
	Iteration 23Q: 3 clusters Score -655326.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -655341.750000 Penalty: 3072.369141
	Iteration 24Q: 3 clusters Score -655341.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -655356.125000 Penalty: 3072.369141
	Iteration 25Q: 3 clusters Score -655356.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -655366.187500 Penalty: 3072.369141
	Iteration 26Q: 3 clusters Score -655366.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -655370.125000 Penalty: 3072.369141
	Iteration 27Q: 3 clusters Score -655370.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -655380.187500 Penalty: 3072.369141
	Iteration 28Q: 3 clusters Score -655380.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -655383.937500 Penalty: 3072.369141
	Iteration 29Q: 3 clusters Score -655383.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -655388.000000 Penalty: 3072.369141
	Iteration 30Q: 3 clusters Score -655388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -655390.000000 Penalty: 3072.369141
	Iteration 31Q: 3 clusters Score -655390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -655392.062500 Penalty: 3072.369141
	Iteration 32Q: 3 clusters Score -655392.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -655394.437500 Penalty: 3072.369141
	Iteration 33Q: 3 clusters Score -655394.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -655398.437500 Penalty: 3072.369141
	Iteration 34Q: 3 clusters Score -655398.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -655404.062500 Penalty: 3072.369141
	Iteration 35Q: 3 clusters Score -655404.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -655407.062500 Penalty: 3072.369141
	Iteration 36Q: 3 clusters Score -655407.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -655411.375000 Penalty: 3072.369141
	Iteration 37Q: 3 clusters Score -655411.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -655416.062500 Penalty: 3072.369141
	Iteration 38Q: 3 clusters Score -655416.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -655419.375000 Penalty: 3072.369141
	Iteration 39Q: 3 clusters Score -655419.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -655424.000000 Penalty: 3072.369141
	Iteration 40F: 3 clusters Score -655424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -655430.187500 Penalty: 3072.369141
	Iteration 41Q: 3 clusters Score -655430.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -655434.062500 Penalty: 3072.369141
	Iteration 42Q: 3 clusters Score -655434.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -655437.812500 Penalty: 3072.369141
	Iteration 43Q: 3 clusters Score -655437.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -655442.500000 Penalty: 3072.369141
	Iteration 44Q: 3 clusters Score -655442.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -655447.500000 Penalty: 3072.369141
	Iteration 45Q: 3 clusters Score -655447.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -655454.687500 Penalty: 3072.369141
	Iteration 46Q: 3 clusters Score -655454.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -655460.750000 Penalty: 3072.369141
	Iteration 47Q: 3 clusters Score -655460.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -655464.875000 Penalty: 3072.369141
	Iteration 48Q: 3 clusters Score -655464.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -655469.875000 Penalty: 3072.369141
	Iteration 49Q: 3 clusters Score -655469.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -655482.062500 Penalty: 3072.369141
	Iteration 50Q: 3 clusters Score -655482.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -655492.000000 Penalty: 3072.369141
	Iteration 51Q: 3 clusters Score -655492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -655502.500000 Penalty: 3072.369141
	Iteration 52Q: 3 clusters Score -655502.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -655509.875000 Penalty: 3072.369141
	Iteration 53Q: 3 clusters Score -655509.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -655516.937500 Penalty: 3072.369141
	Iteration 54Q: 3 clusters Score -655516.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -655524.250000 Penalty: 3072.369141
	Iteration 55Q: 3 clusters Score -655524.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -655532.750000 Penalty: 3072.369141
	Iteration 56Q: 3 clusters Score -655532.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -655538.562500 Penalty: 3072.369141
	Iteration 57Q: 3 clusters Score -655538.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -655546.750000 Penalty: 3072.369141
	Iteration 58Q: 3 clusters Score -655546.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -655554.562500 Penalty: 3072.369141
	Iteration 59Q: 3 clusters Score -655554.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -655558.000000 Penalty: 3072.369141
	Iteration 60F: 3 clusters Score -655558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -655562.875000 Penalty: 3072.369141
	Iteration 61Q: 3 clusters Score -655562.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -655569.500000 Penalty: 3072.369141
	Iteration 62Q: 3 clusters Score -655569.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -655578.437500 Penalty: 3072.369141
	Iteration 63Q: 3 clusters Score -655578.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -655581.687500 Penalty: 3072.369141
	Iteration 64Q: 3 clusters Score -655581.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -655587.375000 Penalty: 3072.369141
	Iteration 65Q: 3 clusters Score -655587.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -655591.375000 Penalty: 3072.369141
	Iteration 66Q: 3 clusters Score -655591.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -655598.937500 Penalty: 3072.369141
	Iteration 67Q: 3 clusters Score -655598.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -655603.875000 Penalty: 3072.369141
	Iteration 68Q: 3 clusters Score -655603.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -655610.000000 Penalty: 3072.369141
	Iteration 69Q: 3 clusters Score -655610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -655614.625000 Penalty: 3072.369141
	Iteration 70Q: 3 clusters Score -655614.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -655619.375000 Penalty: 3072.369141
	Iteration 71Q: 3 clusters Score -655619.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -655621.750000 Penalty: 3072.369141
	Iteration 72Q: 3 clusters Score -655621.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -655624.437500 Penalty: 3072.369141
	Iteration 73Q: 3 clusters Score -655624.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -655627.812500 Penalty: 3072.369141
	Iteration 74Q: 3 clusters Score -655627.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -655630.312500 Penalty: 3072.369141
	Iteration 75Q: 3 clusters Score -655630.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -655633.312500 Penalty: 3072.369141
	Iteration 76Q: 3 clusters Score -655633.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -655637.000000 Penalty: 3072.369141
	Iteration 77Q: 3 clusters Score -655637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -655642.812500 Penalty: 3072.369141
	Iteration 78Q: 3 clusters Score -655642.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -655646.875000 Penalty: 3072.369141
	Iteration 79Q: 3 clusters Score -655646.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -655652.375000 Penalty: 3072.369141
	Iteration 80F: 3 clusters Score -655652.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -655657.875000 Penalty: 3072.369141
	Iteration 81Q: 3 clusters Score -655657.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -655662.687500 Penalty: 3072.369141
	Iteration 82Q: 3 clusters Score -655662.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -655666.437500 Penalty: 3072.369141
	Iteration 83Q: 3 clusters Score -655666.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -655669.562500 Penalty: 3072.369141
	Iteration 84Q: 3 clusters Score -655669.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -655673.312500 Penalty: 3072.369141
	Iteration 85Q: 3 clusters Score -655673.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -655677.125000 Penalty: 3072.369141
	Iteration 86Q: 3 clusters Score -655677.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -655678.437500 Penalty: 3072.369141
	Iteration 87Q: 3 clusters Score -655678.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -655681.250000 Penalty: 3072.369141
	Iteration 88Q: 3 clusters Score -655681.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -655680.875000 Penalty: 3072.369141
	Iteration 89Q: 3 clusters Score -655680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -655683.437500 Penalty: 3072.369141
	Iteration 90Q: 3 clusters Score -655683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -655682.062500 Penalty: 3072.369141
	Iteration 91Q: 3 clusters Score -655682.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -655684.437500 Penalty: 3072.369141
	Iteration 92Q: 3 clusters Score -655684.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -655687.312500 Penalty: 3072.369141
	Iteration 93Q: 3 clusters Score -655687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -655687.625000 Penalty: 3072.369141
	Iteration 94Q: 3 clusters Score -655687.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -655689.375000 Penalty: 3072.369141
	Iteration 95Q: 3 clusters Score -655689.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -655690.500000 Penalty: 3072.369141
	Iteration 96Q: 3 clusters Score -655690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -655694.062500 Penalty: 3072.369141
	Iteration 97Q: 3 clusters Score -655694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -655692.812500 Penalty: 3072.369141
	Iteration 98Q: 3 clusters Score -655692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -655695.062500 Penalty: 3072.369141
	Iteration 99Q: 3 clusters Score -655695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -655695.937500 Penalty: 3072.369141
	Iteration 100F: 3 clusters Score -655695.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -655698.000000 Penalty: 3072.369141
	Iteration 101Q: 3 clusters Score -655698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -655699.375000 Penalty: 3072.369141
	Iteration 102Q: 3 clusters Score -655699.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -655703.250000 Penalty: 3072.369141
	Iteration 103Q: 3 clusters Score -655703.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -655702.937500 Penalty: 3072.369141
	Iteration 104Q: 3 clusters Score -655702.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -655703.937500 Penalty: 3072.369141
	Iteration 105Q: 3 clusters Score -655703.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -655707.687500 Penalty: 3072.369141
	Iteration 106Q: 3 clusters Score -655707.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -655709.312500 Penalty: 3072.369141
	Iteration 107Q: 3 clusters Score -655709.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -655713.750000 Penalty: 3072.369141
	Iteration 108Q: 3 clusters Score -655713.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -655714.750000 Penalty: 3072.369141
	Iteration 109Q: 3 clusters Score -655714.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -655719.187500 Penalty: 3072.369141
	Iteration 110Q: 3 clusters Score -655719.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -655721.312500 Penalty: 3072.369141
	Iteration 111Q: 3 clusters Score -655721.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -655719.687500 Penalty: 3072.369141
	Iteration 112Q: 3 clusters Score -655719.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -655720.687500 Penalty: 3072.369141
	Iteration 113Q: 3 clusters Score -655720.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -655720.000000 Penalty: 3072.369141
	Iteration 114Q: 3 clusters Score -655720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -655725.000000 Penalty: 3072.369141
	Iteration 115Q: 3 clusters Score -655725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -655728.000000 Penalty: 3072.369141
	Iteration 116Q: 3 clusters Score -655728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -655728.750000 Penalty: 3072.369141
	Iteration 117Q: 3 clusters Score -655728.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -655732.062500 Penalty: 3072.369141
	Iteration 118Q: 3 clusters Score -655732.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -655736.812500 Penalty: 3072.369141
	Iteration 119Q: 3 clusters Score -655736.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -655738.812500 Penalty: 3072.369141
	Iteration 120F: 3 clusters Score -655738.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -655740.062500 Penalty: 3072.369141
	Iteration 121Q: 3 clusters Score -655740.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -655743.062500 Penalty: 3072.369141
	Iteration 122Q: 3 clusters Score -655743.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -655741.625000 Penalty: 3072.369141
	Iteration 123Q: 3 clusters Score -655741.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -655741.500000 Penalty: 3072.369141
	Iteration 124Q: 3 clusters Score -655741.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -655742.625000 Penalty: 3072.369141
	Iteration 125Q: 3 clusters Score -655742.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -655742.687500 Penalty: 3072.369141
	Iteration 126Q: 3 clusters Score -655742.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -655744.312500 Penalty: 3072.369141
	Iteration 127Q: 3 clusters Score -655744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -655744.875000 Penalty: 3072.369141
	Iteration 128Q: 3 clusters Score -655744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -655745.187500 Penalty: 3072.369141
	Iteration 129Q: 3 clusters Score -655745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -655745.500000 Penalty: 3072.369141
	Iteration 130Q: 3 clusters Score -655745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -655745.062500 Penalty: 3072.369141
	Iteration 131Q: 3 clusters Score -655745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -655745.062500 Penalty: 3072.369141
	Iteration 132Q: 3 clusters Score -655745.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -655748.125000 Penalty: 3072.369141
	Iteration 133Q: 3 clusters Score -655748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -655747.562500 Penalty: 3072.369141
	Iteration 134Q: 3 clusters Score -655747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -655747.937500 Penalty: 3072.369141
	Iteration 135Q: 3 clusters Score -655747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -655749.625000 Penalty: 3072.369141
	Iteration 136Q: 3 clusters Score -655749.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -655751.812500 Penalty: 3072.369141
	Iteration 137Q: 3 clusters Score -655751.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -655753.312500 Penalty: 3072.369141
	Iteration 138Q: 3 clusters Score -655753.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -655755.812500 Penalty: 3072.369141
	Iteration 139Q: 3 clusters Score -655755.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -655758.562500 Penalty: 3072.369141
	Iteration 140F: 3 clusters Score -655758.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -655760.500000 Penalty: 3072.369141
	Iteration 141Q: 3 clusters Score -655760.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -655764.187500 Penalty: 3072.369141
	Iteration 142Q: 3 clusters Score -655764.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -655765.562500 Penalty: 3072.369141
	Iteration 143Q: 3 clusters Score -655765.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -655769.812500 Penalty: 3072.369141
	Iteration 144Q: 3 clusters Score -655769.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -655772.437500 Penalty: 3072.369141
	Iteration 145Q: 3 clusters Score -655772.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -655774.687500 Penalty: 3072.369141
	Iteration 146Q: 3 clusters Score -655774.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -655774.500000 Penalty: 3072.369141
	Iteration 147Q: 3 clusters Score -655774.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -655777.062500 Penalty: 3072.369141
	Iteration 148Q: 3 clusters Score -655777.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -655779.000000 Penalty: 3072.369141
	Iteration 149Q: 3 clusters Score -655779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -655780.437500 Penalty: 3072.369141
	Iteration 150Q: 3 clusters Score -655780.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -655782.625000 Penalty: 3072.369141
	Iteration 151Q: 3 clusters Score -655782.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -655783.562500 Penalty: 3072.369141
	Iteration 152Q: 3 clusters Score -655783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -655785.937500 Penalty: 3072.369141
	Iteration 153Q: 3 clusters Score -655785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -655787.312500 Penalty: 3072.369141
	Iteration 154Q: 3 clusters Score -655787.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -655786.750000 Penalty: 3072.369141
	Iteration 155Q: 3 clusters Score -655786.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -655787.687500 Penalty: 3072.369141
	Iteration 156Q: 3 clusters Score -655787.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -655790.000000 Penalty: 3072.369141
	Iteration 157Q: 3 clusters Score -655790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -655789.187500 Penalty: 3072.369141
	Iteration 158Q: 3 clusters Score -655789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -655790.437500 Penalty: 3072.369141
	Iteration 159Q: 3 clusters Score -655790.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -655790.875000 Penalty: 3072.369141
	Iteration 160F: 3 clusters Score -655790.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -655792.875000 Penalty: 3072.369141
	Iteration 161Q: 3 clusters Score -655792.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -655793.312500 Penalty: 3072.369141
	Iteration 162Q: 3 clusters Score -655793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -655793.750000 Penalty: 3072.369141
	Iteration 163Q: 3 clusters Score -655793.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -655793.875000 Penalty: 3072.369141
	Iteration 164Q: 3 clusters Score -655793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -655792.750000 Penalty: 3072.369141
	Iteration 165Q: 3 clusters Score -655792.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -655792.187500 Penalty: 3072.369141
	Iteration 166Q: 3 clusters Score -655792.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -655792.750000 Penalty: 3072.369141
	Iteration 167Q: 3 clusters Score -655792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -655793.437500 Penalty: 3072.369141
	Iteration 168Q: 3 clusters Score -655793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -655795.250000 Penalty: 3072.369141
	Iteration 169Q: 3 clusters Score -655795.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -655795.187500 Penalty: 3072.369141
	Iteration 170Q: 3 clusters Score -655795.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -655795.937500 Penalty: 3072.369141
	Iteration 171Q: 3 clusters Score -655795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -655797.000000 Penalty: 3072.369141
	Iteration 172Q: 3 clusters Score -655797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -655798.250000 Penalty: 3072.369141
	Iteration 173Q: 3 clusters Score -655798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -655797.125000 Penalty: 3072.369141
	Iteration 174Q: 3 clusters Score -655797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -655796.000000 Penalty: 3072.369141
	Iteration 175Q: 3 clusters Score -655796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -655798.625000 Penalty: 3072.369141
	Iteration 176Q: 3 clusters Score -655798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -655797.187500 Penalty: 3072.369141
	Iteration 177Q: 3 clusters Score -655797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -655797.937500 Penalty: 3072.369141
	Iteration 178Q: 3 clusters Score -655797.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -655798.375000 Penalty: 3072.369141
	Iteration 179Q: 3 clusters Score -655798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -655798.625000 Penalty: 3072.369141
	Iteration 180F: 3 clusters Score -655798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -655798.750000 Penalty: 3072.369141
	Iteration 181Q: 3 clusters Score -655798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -655801.375000 Penalty: 3072.369141
	Iteration 182Q: 3 clusters Score -655801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -655801.000000 Penalty: 3072.369141
	Iteration 183Q: 3 clusters Score -655801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -655800.500000 Penalty: 3072.369141
	Iteration 184Q: 3 clusters Score -655800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -655802.812500 Penalty: 3072.369141
	Iteration 185Q: 3 clusters Score -655802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -655802.812500 Penalty: 3072.369141
	Iteration 186F: 3 clusters Score -655802.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Entering Unmasked Estep 
Score: -377201.250000 Penalty: 1461.815063
	Iteration 0F: 2 clusters Score -377201.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -371292.437500 Penalty: 2923.630127
	Iteration 0F: 3 clusters Score -371292.4 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -373090.187500 Penalty: 2923.630127
	Iteration 1F: 3 clusters Score -373090.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -373390.875000 Penalty: 2923.630127
	Iteration 2F: 3 clusters Score -373390.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -373626.656250 Penalty: 2923.630127
	Iteration 3F: 3 clusters Score -373626.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -373839.937500 Penalty: 2923.630127
	Iteration 4F: 3 clusters Score -373839.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -374021.812500 Penalty: 2923.630127
	Iteration 5Q: 3 clusters Score -374021.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -374184.531250 Penalty: 2923.630127
	Iteration 6Q: 3 clusters Score -374184.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -374313.781250 Penalty: 2923.630127
	Iteration 7Q: 3 clusters Score -374313.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -374436.875000 Penalty: 2923.630127
	Iteration 8Q: 3 clusters Score -374436.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -374537.437500 Penalty: 2923.630127
	Iteration 9Q: 3 clusters Score -374537.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -374644.312500 Penalty: 2923.630127
	Iteration 10Q: 3 clusters Score -374644.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -374755.250000 Penalty: 2923.630127
	Iteration 11Q: 3 clusters Score -374755.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -374884.562500 Penalty: 2923.630127
	Iteration 12Q: 3 clusters Score -374884.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -375016.968750 Penalty: 2923.630127
	Iteration 13Q: 3 clusters Score -375017 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -375141.125000 Penalty: 2923.630127
	Iteration 14Q: 3 clusters Score -375141.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -375275.031250 Penalty: 2923.630127
	Iteration 15Q: 3 clusters Score -375275 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -375415.625000 Penalty: 2923.630127
	Iteration 16Q: 3 clusters Score -375415.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -375555.531250 Penalty: 2923.630127
	Iteration 17Q: 3 clusters Score -375555.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -375700.656250 Penalty: 2923.630127
	Iteration 18Q: 3 clusters Score -375700.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -375827.812500 Penalty: 2923.630127
	Iteration 19Q: 3 clusters Score -375827.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -375897.843750 Penalty: 2923.630127
	Iteration 20F: 3 clusters Score -375897.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -375952.843750 Penalty: 2923.630127
	Iteration 21Q: 3 clusters Score -375952.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -375989.125000 Penalty: 2923.630127
	Iteration 22Q: 3 clusters Score -375989.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -376010.593750 Penalty: 2923.630127
	Iteration 23Q: 3 clusters Score -376010.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -376027.656250 Penalty: 2923.630127
	Iteration 24Q: 3 clusters Score -376027.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -376045.968750 Penalty: 2923.630127
	Iteration 25Q: 3 clusters Score -376046 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -376057.000000 Penalty: 2923.630127
	Iteration 26Q: 3 clusters Score -376057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -376069.906250 Penalty: 2923.630127
	Iteration 27Q: 3 clusters Score -376069.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -376083.281250 Penalty: 2923.630127
	Iteration 28Q: 3 clusters Score -376083.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -376087.406250 Penalty: 2923.630127
	Iteration 29Q: 3 clusters Score -376087.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -376091.906250 Penalty: 2923.630127
	Iteration 30Q: 3 clusters Score -376091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -376094.375000 Penalty: 2923.630127
	Iteration 31Q: 3 clusters Score -376094.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -376097.718750 Penalty: 2923.630127
	Iteration 32Q: 3 clusters Score -376097.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -376100.562500 Penalty: 2923.630127
	Iteration 33Q: 3 clusters Score -376100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -376102.281250 Penalty: 2923.630127
	Iteration 34Q: 3 clusters Score -376102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -376106.500000 Penalty: 2923.630127
	Iteration 35Q: 3 clusters Score -376106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -376109.093750 Penalty: 2923.630127
	Iteration 36Q: 3 clusters Score -376109.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -376109.625000 Penalty: 2923.630127
	Iteration 37Q: 3 clusters Score -376109.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -376110.093750 Penalty: 2923.630127
	Iteration 38Q: 3 clusters Score -376110.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -376114.625000 Penalty: 2923.630127
	Iteration 39Q: 3 clusters Score -376114.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -376115.968750 Penalty: 2923.630127
	Iteration 40F: 3 clusters Score -376116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -376118.031250 Penalty: 2923.630127
	Iteration 41Q: 3 clusters Score -376118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -376118.562500 Penalty: 2923.630127
	Iteration 42Q: 3 clusters Score -376118.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -376120.031250 Penalty: 2923.630127
	Iteration 43Q: 3 clusters Score -376120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -376121.906250 Penalty: 2923.630127
	Iteration 44Q: 3 clusters Score -376121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -376126.437500 Penalty: 2923.630127
	Iteration 45Q: 3 clusters Score -376126.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -376132.687500 Penalty: 2923.630127
	Iteration 46Q: 3 clusters Score -376132.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -376139.031250 Penalty: 2923.630127
	Iteration 47Q: 3 clusters Score -376139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -376142.000000 Penalty: 2923.630127
	Iteration 48Q: 3 clusters Score -376142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -376143.468750 Penalty: 2923.630127
	Iteration 49Q: 3 clusters Score -376143.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -376144.750000 Penalty: 2923.630127
	Iteration 50Q: 3 clusters Score -376144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -376146.468750 Penalty: 2923.630127
	Iteration 51Q: 3 clusters Score -376146.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -376146.750000 Penalty: 2923.630127
	Iteration 52Q: 3 clusters Score -376146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -376147.156250 Penalty: 2923.630127
	Iteration 53Q: 3 clusters Score -376147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -376148.375000 Penalty: 2923.630127
	Iteration 54Q: 3 clusters Score -376148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -376147.531250 Penalty: 2923.630127
	Iteration 55Q: 3 clusters Score -376147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -376147.531250 Penalty: 2923.630127
	Iteration 56F: 3 clusters Score -376147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Entering Unmasked Estep 
Score: -1400659.125000 Penalty: 1660.976807
	Iteration 0F: 2 clusters Score -1400659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1382066.250000 Penalty: 3321.953613
	Iteration 0F: 3 clusters Score -1382066 nChanged 12590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1389067.875000 Penalty: 3321.953613
	Iteration 1F: 3 clusters Score -1389068 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1389537.750000 Penalty: 3321.953613
	Iteration 2Q: 3 clusters Score -1389538 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1390130.250000 Penalty: 3321.953613
	Iteration 3Q: 3 clusters Score -1390130 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1390978.250000 Penalty: 3321.953613
	Iteration 4F: 3 clusters Score -1390978 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1392186.875000 Penalty: 3321.953613
	Iteration 5F: 3 clusters Score -1392187 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1393930.500000 Penalty: 3321.953613
	Iteration 6F: 3 clusters Score -1393930 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1395866.500000 Penalty: 3321.953613
	Iteration 7F: 3 clusters Score -1395866 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1397476.750000 Penalty: 3321.953613
	Iteration 8F: 3 clusters Score -1397477 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1398371.000000 Penalty: 3321.953613
	Iteration 9Q: 3 clusters Score -1398371 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1398770.875000 Penalty: 3321.953613
	Iteration 10Q: 3 clusters Score -1398771 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1398965.000000 Penalty: 3321.953613
	Iteration 11Q: 3 clusters Score -1398965 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1399052.125000 Penalty: 3321.953613
	Iteration 12Q: 3 clusters Score -1399052 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1399106.375000 Penalty: 3321.953613
	Iteration 13Q: 3 clusters Score -1399106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1399144.000000 Penalty: 3321.953613
	Iteration 14Q: 3 clusters Score -1399144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1399173.000000 Penalty: 3321.953613
	Iteration 15Q: 3 clusters Score -1399173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1399190.625000 Penalty: 3321.953613
	Iteration 16Q: 3 clusters Score -1399191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1399213.625000 Penalty: 3321.953613
	Iteration 17Q: 3 clusters Score -1399214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1399226.875000 Penalty: 3321.953613
	Iteration 18Q: 3 clusters Score -1399227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1399239.000000 Penalty: 3321.953613
	Iteration 19Q: 3 clusters Score -1399239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1399244.125000 Penalty: 3321.953613
	Iteration 20F: 3 clusters Score -1399244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1399244.125000 Penalty: 3321.953613
	Iteration 21Q: 3 clusters Score -1399244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1399244.125000 Penalty: 3321.953613
	Iteration 22F: 3 clusters Score -1399244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Entering Unmasked Estep 
Score: -184137.468750 Penalty: 1363.823975
	Iteration 0F: 2 clusters Score -184137.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -180559.343750 Penalty: 2727.647949
	Iteration 0F: 3 clusters Score -180559.3 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -181495.062500 Penalty: 2727.647949
	Iteration 1F: 3 clusters Score -181495.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -181675.625000 Penalty: 2727.647949
	Iteration 2F: 3 clusters Score -181675.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -181818.312500 Penalty: 2727.647949
	Iteration 3F: 3 clusters Score -181818.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -181959.015625 Penalty: 2727.647949
	Iteration 4Q: 3 clusters Score -181959 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -182081.078125 Penalty: 2727.647949
	Iteration 5Q: 3 clusters Score -182081.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -182206.250000 Penalty: 2727.647949
	Iteration 6Q: 3 clusters Score -182206.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -182327.734375 Penalty: 2727.647949
	Iteration 7Q: 3 clusters Score -182327.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -182439.125000 Penalty: 2727.647949
	Iteration 8Q: 3 clusters Score -182439.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -182526.953125 Penalty: 2727.647949
	Iteration 9Q: 3 clusters Score -182527 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -182601.343750 Penalty: 2727.647949
	Iteration 10Q: 3 clusters Score -182601.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -182667.812500 Penalty: 2727.647949
	Iteration 11Q: 3 clusters Score -182667.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -182722.750000 Penalty: 2727.647949
	Iteration 12Q: 3 clusters Score -182722.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -182758.406250 Penalty: 2727.647949
	Iteration 13Q: 3 clusters Score -182758.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -182788.156250 Penalty: 2727.647949
	Iteration 14Q: 3 clusters Score -182788.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -182825.765625 Penalty: 2727.647949
	Iteration 15Q: 3 clusters Score -182825.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -182857.203125 Penalty: 2727.647949
	Iteration 16Q: 3 clusters Score -182857.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -182883.875000 Penalty: 2727.647949
	Iteration 17Q: 3 clusters Score -182883.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -182911.531250 Penalty: 2727.647949
	Iteration 18Q: 3 clusters Score -182911.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -182936.546875 Penalty: 2727.647949
	Iteration 19Q: 3 clusters Score -182936.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -182959.859375 Penalty: 2727.647949
	Iteration 20F: 3 clusters Score -182959.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -182975.421875 Penalty: 2727.647949
	Iteration 21Q: 3 clusters Score -182975.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -182985.468750 Penalty: 2727.647949
	Iteration 22Q: 3 clusters Score -182985.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -182992.859375 Penalty: 2727.647949
	Iteration 23Q: 3 clusters Score -182992.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -183003.281250 Penalty: 2727.647949
	Iteration 24Q: 3 clusters Score -183003.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -183013.765625 Penalty: 2727.647949
	Iteration 25Q: 3 clusters Score -183013.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -183030.906250 Penalty: 2727.647949
	Iteration 26Q: 3 clusters Score -183030.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -183054.421875 Penalty: 2727.647949
	Iteration 27Q: 3 clusters Score -183054.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -183075.734375 Penalty: 2727.647949
	Iteration 28Q: 3 clusters Score -183075.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -183089.187500 Penalty: 2727.647949
	Iteration 29Q: 3 clusters Score -183089.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -183107.171875 Penalty: 2727.647949
	Iteration 30Q: 3 clusters Score -183107.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -183119.765625 Penalty: 2727.647949
	Iteration 31Q: 3 clusters Score -183119.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -183128.000000 Penalty: 2727.647949
	Iteration 32Q: 3 clusters Score -183128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -183135.265625 Penalty: 2727.647949
	Iteration 33Q: 3 clusters Score -183135.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -183138.218750 Penalty: 2727.647949
	Iteration 34Q: 3 clusters Score -183138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -183142.359375 Penalty: 2727.647949
	Iteration 35Q: 3 clusters Score -183142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -183145.921875 Penalty: 2727.647949
	Iteration 36Q: 3 clusters Score -183145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -183149.921875 Penalty: 2727.647949
	Iteration 37Q: 3 clusters Score -183149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -183154.015625 Penalty: 2727.647949
	Iteration 38Q: 3 clusters Score -183154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -183156.468750 Penalty: 2727.647949
	Iteration 39Q: 3 clusters Score -183156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -183156.515625 Penalty: 2727.647949
	Iteration 40F: 3 clusters Score -183156.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -183157.171875 Penalty: 2727.647949
	Iteration 41Q: 3 clusters Score -183157.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -183158.359375 Penalty: 2727.647949
	Iteration 42Q: 3 clusters Score -183158.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -183161.843750 Penalty: 2727.647949
	Iteration 43Q: 3 clusters Score -183161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -183164.593750 Penalty: 2727.647949
	Iteration 44Q: 3 clusters Score -183164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -183166.906250 Penalty: 2727.647949
	Iteration 45Q: 3 clusters Score -183166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -183168.546875 Penalty: 2727.647949
	Iteration 46Q: 3 clusters Score -183168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -183169.062500 Penalty: 2727.647949
	Iteration 47Q: 3 clusters Score -183169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -183169.218750 Penalty: 2727.647949
	Iteration 48Q: 3 clusters Score -183169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -183169.468750 Penalty: 2727.647949
	Iteration 49Q: 3 clusters Score -183169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -183169.468750 Penalty: 2727.647949
	Iteration 50F: 3 clusters Score -183169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -283685.093750 Penalty: 1415.422119
	Iteration 0F: 2 clusters Score -283685.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -279034.843750 Penalty: 2830.844238
	Iteration 0F: 3 clusters Score -279034.8 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -280567.625000 Penalty: 2830.844238
	Iteration 1F: 3 clusters Score -280567.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -280932.968750 Penalty: 2830.844238
	Iteration 2F: 3 clusters Score -280933 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -281254.781250 Penalty: 2830.844238
	Iteration 3F: 3 clusters Score -281254.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -281505.968750 Penalty: 2830.844238
	Iteration 4F: 3 clusters Score -281506 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -281710.843750 Penalty: 2830.844238
	Iteration 5F: 3 clusters Score -281710.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -281894.093750 Penalty: 2830.844238
	Iteration 6F: 3 clusters Score -281894.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -282069.968750 Penalty: 2830.844238
	Iteration 7Q: 3 clusters Score -282070 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -282247.031250 Penalty: 2830.844238
	Iteration 8Q: 3 clusters Score -282247 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -282381.187500 Penalty: 2830.844238
	Iteration 9Q: 3 clusters Score -282381.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -282479.093750 Penalty: 2830.844238
	Iteration 10Q: 3 clusters Score -282479.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -282551.375000 Penalty: 2830.844238
	Iteration 11Q: 3 clusters Score -282551.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -282604.062500 Penalty: 2830.844238
	Iteration 12Q: 3 clusters Score -282604.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -282645.906250 Penalty: 2830.844238
	Iteration 13Q: 3 clusters Score -282645.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -282685.875000 Penalty: 2830.844238
	Iteration 14Q: 3 clusters Score -282685.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -282726.906250 Penalty: 2830.844238
	Iteration 15Q: 3 clusters Score -282726.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -282774.156250 Penalty: 2830.844238
	Iteration 16Q: 3 clusters Score -282774.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -282814.375000 Penalty: 2830.844238
	Iteration 17Q: 3 clusters Score -282814.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -282854.375000 Penalty: 2830.844238
	Iteration 18Q: 3 clusters Score -282854.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -282892.687500 Penalty: 2830.844238
	Iteration 19Q: 3 clusters Score -282892.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -282940.125000 Penalty: 2830.844238
	Iteration 20F: 3 clusters Score -282940.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -282972.718750 Penalty: 2830.844238
	Iteration 21Q: 3 clusters Score -282972.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -282998.281250 Penalty: 2830.844238
	Iteration 22Q: 3 clusters Score -282998.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -283015.781250 Penalty: 2830.844238
	Iteration 23Q: 3 clusters Score -283015.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -283029.937500 Penalty: 2830.844238
	Iteration 24Q: 3 clusters Score -283029.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -283042.937500 Penalty: 2830.844238
	Iteration 25Q: 3 clusters Score -283042.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -283054.375000 Penalty: 2830.844238
	Iteration 26Q: 3 clusters Score -283054.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -283062.093750 Penalty: 2830.844238
	Iteration 27Q: 3 clusters Score -283062.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -283063.906250 Penalty: 2830.844238
	Iteration 28Q: 3 clusters Score -283063.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -283065.875000 Penalty: 2830.844238
	Iteration 29Q: 3 clusters Score -283065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -283066.875000 Penalty: 2830.844238
	Iteration 30Q: 3 clusters Score -283066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -283068.906250 Penalty: 2830.844238
	Iteration 31Q: 3 clusters Score -283068.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -283071.031250 Penalty: 2830.844238
	Iteration 32Q: 3 clusters Score -283071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -283073.406250 Penalty: 2830.844238
	Iteration 33Q: 3 clusters Score -283073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -283077.093750 Penalty: 2830.844238
	Iteration 34Q: 3 clusters Score -283077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -283077.937500 Penalty: 2830.844238
	Iteration 35Q: 3 clusters Score -283077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -283077.968750 Penalty: 2830.844238
	Iteration 36Q: 3 clusters Score -283078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -283077.968750 Penalty: 2830.844238
	Iteration 37F: 3 clusters Score -283078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -186160.609375 Penalty: 1326.733032
	Iteration 0F: 2 clusters Score -186160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -183106.421875 Penalty: 2653.466064
	Iteration 0F: 3 clusters Score -183106.4 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -183858.609375 Penalty: 2653.466064
	Iteration 1F: 3 clusters Score -183858.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -183985.671875 Penalty: 2653.466064
	Iteration 2F: 3 clusters Score -183985.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -184067.046875 Penalty: 2653.466064
	Iteration 3Q: 3 clusters Score -184067 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -184102.640625 Penalty: 2653.466064
	Iteration 4Q: 3 clusters Score -184102.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -184125.312500 Penalty: 2653.466064
	Iteration 5Q: 3 clusters Score -184125.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -184151.187500 Penalty: 2653.466064
	Iteration 6Q: 3 clusters Score -184151.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -184180.031250 Penalty: 2653.466064
	Iteration 7Q: 3 clusters Score -184180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -184206.359375 Penalty: 2653.466064
	Iteration 8Q: 3 clusters Score -184206.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -184231.859375 Penalty: 2653.466064
	Iteration 9Q: 3 clusters Score -184231.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -184250.734375 Penalty: 2653.466064
	Iteration 10Q: 3 clusters Score -184250.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -184273.921875 Penalty: 2653.466064
	Iteration 11Q: 3 clusters Score -184273.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -184301.859375 Penalty: 2653.466064
	Iteration 12Q: 3 clusters Score -184301.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -184330.578125 Penalty: 2653.466064
	Iteration 13Q: 3 clusters Score -184330.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -184356.546875 Penalty: 2653.466064
	Iteration 14Q: 3 clusters Score -184356.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -184380.578125 Penalty: 2653.466064
	Iteration 15Q: 3 clusters Score -184380.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -184413.437500 Penalty: 2653.466064
	Iteration 16Q: 3 clusters Score -184413.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -184453.359375 Penalty: 2653.466064
	Iteration 17Q: 3 clusters Score -184453.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -184498.265625 Penalty: 2653.466064
	Iteration 18Q: 3 clusters Score -184498.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -184540.796875 Penalty: 2653.466064
	Iteration 19Q: 3 clusters Score -184540.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -184581.875000 Penalty: 2653.466064
	Iteration 20F: 3 clusters Score -184581.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -184610.515625 Penalty: 2653.466064
	Iteration 21Q: 3 clusters Score -184610.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -184635.781250 Penalty: 2653.466064
	Iteration 22Q: 3 clusters Score -184635.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -184664.703125 Penalty: 2653.466064
	Iteration 23Q: 3 clusters Score -184664.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -184688.703125 Penalty: 2653.466064
	Iteration 24Q: 3 clusters Score -184688.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -184716.984375 Penalty: 2653.466064
	Iteration 25Q: 3 clusters Score -184717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -184740.875000 Penalty: 2653.466064
	Iteration 26Q: 3 clusters Score -184740.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -184765.828125 Penalty: 2653.466064
	Iteration 27Q: 3 clusters Score -184765.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -184789.031250 Penalty: 2653.466064
	Iteration 28Q: 3 clusters Score -184789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -184806.125000 Penalty: 2653.466064
	Iteration 29Q: 3 clusters Score -184806.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -184821.640625 Penalty: 2653.466064
	Iteration 30Q: 3 clusters Score -184821.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -184832.156250 Penalty: 2653.466064
	Iteration 31Q: 3 clusters Score -184832.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -184844.015625 Penalty: 2653.466064
	Iteration 32Q: 3 clusters Score -184844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -184853.593750 Penalty: 2653.466064
	Iteration 33Q: 3 clusters Score -184853.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -184862.515625 Penalty: 2653.466064
	Iteration 34Q: 3 clusters Score -184862.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -184865.171875 Penalty: 2653.466064
	Iteration 35Q: 3 clusters Score -184865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -184867.234375 Penalty: 2653.466064
	Iteration 36Q: 3 clusters Score -184867.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -184871.453125 Penalty: 2653.466064
	Iteration 37Q: 3 clusters Score -184871.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -184875.734375 Penalty: 2653.466064
	Iteration 38Q: 3 clusters Score -184875.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -184878.484375 Penalty: 2653.466064
	Iteration 39Q: 3 clusters Score -184878.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -184880.281250 Penalty: 2653.466064
	Iteration 40F: 3 clusters Score -184880.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -184884.953125 Penalty: 2653.466064
	Iteration 41Q: 3 clusters Score -184885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -184888.484375 Penalty: 2653.466064
	Iteration 42Q: 3 clusters Score -184888.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -184892.093750 Penalty: 2653.466064
	Iteration 43Q: 3 clusters Score -184892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -184894.390625 Penalty: 2653.466064
	Iteration 44Q: 3 clusters Score -184894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -184895.796875 Penalty: 2653.466064
	Iteration 45Q: 3 clusters Score -184895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -184897.937500 Penalty: 2653.466064
	Iteration 46Q: 3 clusters Score -184897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -184899.187500 Penalty: 2653.466064
	Iteration 47Q: 3 clusters Score -184899.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -184900.984375 Penalty: 2653.466064
	Iteration 48Q: 3 clusters Score -184901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -184905.765625 Penalty: 2653.466064
	Iteration 49Q: 3 clusters Score -184905.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -184908.515625 Penalty: 2653.466064
	Iteration 50Q: 3 clusters Score -184908.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -184910.750000 Penalty: 2653.466064
	Iteration 51Q: 3 clusters Score -184910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -184911.437500 Penalty: 2653.466064
	Iteration 52Q: 3 clusters Score -184911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -184911.437500 Penalty: 2653.466064
	Iteration 53F: 3 clusters Score -184911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373552 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 12420 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32713 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1246 members 
Mstep: Class 11 contains 48807 members 
Mstep: Class 12 contains 16622 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 17 contains 12752 members 
Mstep: Class 18 contains 8069 members 
Mstep: Class 19 contains 27485 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195738.000000 Penalty: 41003.015625
Iteration 239Q: 20 clusters Score -2.819574e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373562 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 12421 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6279 members 
Mstep: Class 6 contains 16312 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32711 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48807 members 
Mstep: Class 12 contains 16617 members 
Mstep: Class 15 contains 3455 members 
Mstep: Class 17 contains 12753 members 
Mstep: Class 18 contains 8068 members 
Mstep: Class 19 contains 27487 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195740.000000 Penalty: 41003.015625
Iteration 240F: 20 clusters Score -2.819574e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373584 members 
Mstep: Class 2 contains 561 members 
Mstep: Class 3 contains 12422 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6271 members 
Mstep: Class 6 contains 16312 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32704 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48807 members 
Mstep: Class 12 contains 16615 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 17 contains 12750 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 27489 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195742.000000 Penalty: 41003.015625
Iteration 241Q: 20 clusters Score -2.819574e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373591 members 
Mstep: Class 2 contains 560 members 
Mstep: Class 3 contains 12421 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6270 members 
Mstep: Class 6 contains 16312 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32696 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48812 members 
Mstep: Class 12 contains 16614 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27490 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 6067 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195722.000000 Penalty: 41003.015625
Iteration 242Q: 20 clusters Score -2.819572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373604 members 
Mstep: Class 2 contains 558 members 
Mstep: Class 3 contains 12423 members 
Mstep: Class 4 contains 8019 members 
Mstep: Class 5 contains 6264 members 
Mstep: Class 6 contains 16311 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32686 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1253 members 
Mstep: Class 11 contains 48813 members 
Mstep: Class 12 contains 16614 members 
Mstep: Class 15 contains 3453 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 27491 members 
Mstep: Class 21 contains 4416 members 
Mstep: Class 22 contains 6067 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195738.000000 Penalty: 41003.015625
Iteration 243Q: 20 clusters Score -2.819574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373613 members 
Mstep: Class 2 contains 556 members 
Mstep: Class 3 contains 12424 members 
Mstep: Class 4 contains 8020 members 
Mstep: Class 5 contains 6259 members 
Mstep: Class 6 contains 16310 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32678 members 
Mstep: Class 9 contains 916 members 
Mstep: Class 10 contains 1253 members 
Mstep: Class 11 contains 48820 members 
Mstep: Class 12 contains 16613 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12744 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 27491 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195744.000000 Penalty: 41003.015625
Iteration 244Q: 20 clusters Score -2.819574e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373620 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12425 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 16307 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32672 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 1252 members 
Mstep: Class 11 contains 48823 members 
Mstep: Class 12 contains 16611 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 27492 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195790.000000 Penalty: 41003.015625
Iteration 245Q: 20 clusters Score -2.819579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373626 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12426 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 16305 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32666 members 
Mstep: Class 9 contains 918 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48825 members 
Mstep: Class 12 contains 16608 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 27494 members 
Mstep: Class 21 contains 4420 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195760.000000 Penalty: 41003.015625
Iteration 246Q: 20 clusters Score -2.819576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373639 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12431 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6252 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32657 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48825 members 
Mstep: Class 12 contains 16605 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 27496 members 
Mstep: Class 21 contains 4418 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195780.000000 Penalty: 41003.015625
Iteration 247Q: 20 clusters Score -2.819578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373647 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12434 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6245 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32649 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48827 members 
Mstep: Class 12 contains 16603 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12748 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 27497 members 
Mstep: Class 21 contains 4418 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195794.000000 Penalty: 41003.015625
Iteration 248Q: 20 clusters Score -2.819579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373652 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6243 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32645 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48826 members 
Mstep: Class 12 contains 16604 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 27498 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195814.000000 Penalty: 41003.015625
Iteration 249Q: 20 clusters Score -2.819581e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373660 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6239 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32640 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48827 members 
Mstep: Class 12 contains 16603 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 27500 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195792.000000 Penalty: 41003.015625
Iteration 250Q: 20 clusters Score -2.819579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373665 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6236 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32636 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48825 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12747 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27502 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195790.000000 Penalty: 41003.015625
Iteration 251Q: 20 clusters Score -2.819579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373668 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12444 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32631 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48826 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27503 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195782.000000 Penalty: 41003.015625
Iteration 252Q: 20 clusters Score -2.819578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373670 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12445 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6232 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32629 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48826 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27503 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195780.000000 Penalty: 41003.015625
Iteration 253Q: 20 clusters Score -2.819578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373672 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12444 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6231 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32629 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48826 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27503 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195800.000000 Penalty: 41003.015625
Iteration 254Q: 20 clusters Score -2.81958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373682 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6225 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32629 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48826 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27503 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195770.000000 Penalty: 41003.015625
Iteration 255Q: 20 clusters Score -2.819577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373688 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12438 members 
Mstep: Class 4 contains 8021 members 
Mstep: Class 5 contains 6219 members 
Mstep: Class 6 contains 16304 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32629 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48827 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 27503 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195770.000000 Penalty: 41003.015625
Iteration 256Q: 20 clusters Score -2.819577e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373694 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 8022 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 16303 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32629 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1251 members 
Mstep: Class 11 contains 48827 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 27503 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195778.000000 Penalty: 41003.015625
Iteration 257Q: 20 clusters Score -2.819578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373701 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 8023 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 6 contains 16303 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32629 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 48827 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27504 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195784.000000 Penalty: 41003.015625
Iteration 258Q: 20 clusters Score -2.819578e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373711 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 8024 members 
Mstep: Class 5 contains 6198 members 
Mstep: Class 6 contains 16302 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32627 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48827 members 
Mstep: Class 12 contains 16601 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27505 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195784.000000 Penalty: 41003.015625
Iteration 259Q: 20 clusters Score -2.819578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373719 members 
Mstep: Class 2 contains 553 members 
Mstep: Class 3 contains 12436 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 6195 members 
Mstep: Class 6 contains 16299 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32622 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48828 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12749 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27506 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195792.000000 Penalty: 41003.015625
Iteration 260F: 20 clusters Score -2.819579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373725 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12437 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 6191 members 
Mstep: Class 6 contains 16299 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32620 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1250 members 
Mstep: Class 11 contains 48828 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12747 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27506 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195794.000000 Penalty: 41003.015625
Iteration 261Q: 20 clusters Score -2.819579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373729 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 6189 members 
Mstep: Class 6 contains 16299 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32615 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48828 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 27507 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 6067 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195808.000000 Penalty: 41003.015625
Iteration 262Q: 20 clusters Score -2.819581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373730 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16299 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32613 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48829 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 27508 members 
Mstep: Class 21 contains 4415 members 
Mstep: Class 22 contains 6067 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195824.000000 Penalty: 41003.015625
Iteration 263Q: 20 clusters Score -2.819582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373729 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16298 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32613 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48829 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12747 members 
Mstep: Class 18 contains 8059 members 
Mstep: Class 19 contains 27509 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 6067 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195828.000000 Penalty: 41003.015625
Iteration 264Q: 20 clusters Score -2.819583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373731 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12441 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16295 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 32613 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 27512 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 6067 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195830.000000 Penalty: 41003.015625
Iteration 265Q: 20 clusters Score -2.819583e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373729 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16293 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12746 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 27517 members 
Mstep: Class 21 contains 4418 members 
Mstep: Class 22 contains 6067 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195846.000000 Penalty: 41003.015625
Iteration 266Q: 20 clusters Score -2.819585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373729 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16294 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 27518 members 
Mstep: Class 21 contains 4418 members 
Mstep: Class 22 contains 6069 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195836.000000 Penalty: 41003.015625
Iteration 267Q: 20 clusters Score -2.819584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373731 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8025 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16292 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48829 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 27518 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6070 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195826.000000 Penalty: 41003.015625
Iteration 268Q: 20 clusters Score -2.819583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373731 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16292 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 16599 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8056 members 
Mstep: Class 19 contains 27518 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6070 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195814.000000 Penalty: 41003.015625
Iteration 269Q: 20 clusters Score -2.819581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373731 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16292 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 27518 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6070 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195804.000000 Penalty: 41003.015625
Iteration 270Q: 20 clusters Score -2.81958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373732 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16289 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 16600 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 27518 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6070 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195810.000000 Penalty: 41003.015625
Iteration 271Q: 20 clusters Score -2.819581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373732 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16288 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 27518 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6070 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195810.000000 Penalty: 41003.015625
Iteration 272Q: 20 clusters Score -2.819581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373732 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16288 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 27518 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6070 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -28195810.000000 Penalty: 41003.015625
Iteration 273F: 20 clusters Score -2.819581e+07 nChanged 0
Entering ConstructFrom: 
Score: -28195810.000000 Penalty: 41003.015625
Entering ConstructFrom: 
Trying to split cluster 1 (373732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373732 members 
Entering Unmasked Estep 
Score: -18655434.000000 Penalty: 2085.085205
	Iteration 0F: 2 clusters Score -1.865543e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186707 members 
Mstep: Class 2 contains 187025 members 
Entering Unmasked Estep 
Score: -18401904.000000 Penalty: 4170.170410
	Iteration 0F: 3 clusters Score -1.84019e+07 nChanged 182996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183755 members 
Mstep: Class 2 contains 189977 members 
Entering Unmasked Estep 
Score: -18511720.000000 Penalty: 4170.170410
	Iteration 1F: 3 clusters Score -1.851172e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180732 members 
Mstep: Class 2 contains 193000 members 
Entering Unmasked Estep 
Score: -18513494.000000 Penalty: 4170.170410
	Iteration 2Q: 3 clusters Score -1.851349e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175617 members 
Mstep: Class 2 contains 198115 members 
Entering Unmasked Estep 
Score: -18516024.000000 Penalty: 4170.170410
	Iteration 3Q: 3 clusters Score -1.851602e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167437 members 
Mstep: Class 2 contains 206295 members 
Entering Unmasked Estep 
Score: -18520364.000000 Penalty: 4170.170410
	Iteration 4Q: 3 clusters Score -1.852036e+07 nChanged 17266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154757 members 
Mstep: Class 2 contains 218975 members 
Entering Unmasked Estep 
Score: -18527436.000000 Penalty: 4170.170410
	Iteration 5Q: 3 clusters Score -1.852744e+07 nChanged 22334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136403 members 
Mstep: Class 2 contains 237329 members 
Entering Unmasked Estep 
Score: -18539816.000000 Penalty: 4170.170410
	Iteration 6F: 3 clusters Score -1.853982e+07 nChanged 27164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112523 members 
Mstep: Class 2 contains 261209 members 
Entering Unmasked Estep 
Score: -18558370.000000 Penalty: 4170.170410
	Iteration 7F: 3 clusters Score -1.855837e+07 nChanged 29204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85639 members 
Mstep: Class 2 contains 288093 members 
Entering Unmasked Estep 
Score: -18581184.000000 Penalty: 4170.170410
	Iteration 8F: 3 clusters Score -1.858118e+07 nChanged 26774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60223 members 
Mstep: Class 2 contains 313509 members 
Entering Unmasked Estep 
Score: -18604026.000000 Penalty: 4170.170410
	Iteration 9F: 3 clusters Score -1.860403e+07 nChanged 20601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 333600 members 
Entering Unmasked Estep 
Score: -18622190.000000 Penalty: 4170.170410
	Iteration 10F: 3 clusters Score -1.862219e+07 nChanged 13974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 347380 members 
Entering Unmasked Estep 
Score: -18634564.000000 Penalty: 4170.170410
	Iteration 11Q: 3 clusters Score -1.863456e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 355825 members 
Entering Unmasked Estep 
Score: -18642356.000000 Penalty: 4170.170410
	Iteration 12Q: 3 clusters Score -1.864236e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 360477 members 
Entering Unmasked Estep 
Score: -18646836.000000 Penalty: 4170.170410
	Iteration 13Q: 3 clusters Score -1.864684e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 362995 members 
Entering Unmasked Estep 
Score: -18649406.000000 Penalty: 4170.170410
	Iteration 14Q: 3 clusters Score -1.864941e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 364527 members 
Entering Unmasked Estep 
Score: -18651030.000000 Penalty: 4170.170410
	Iteration 15Q: 3 clusters Score -1.865103e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 365491 members 
Entering Unmasked Estep 
Score: -18651962.000000 Penalty: 4170.170410
	Iteration 16Q: 3 clusters Score -1.865196e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 366173 members 
Entering Unmasked Estep 
Score: -18652542.000000 Penalty: 4170.170410
	Iteration 17Q: 3 clusters Score -1.865254e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 366760 members 
Entering Unmasked Estep 
Score: -18653012.000000 Penalty: 4170.170410
	Iteration 18Q: 3 clusters Score -1.865301e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 367204 members 
Entering Unmasked Estep 
Score: -18653290.000000 Penalty: 4170.170410
	Iteration 19Q: 3 clusters Score -1.865329e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 367559 members 
Entering Unmasked Estep 
Score: -18653482.000000 Penalty: 4170.170410
	Iteration 20F: 3 clusters Score -1.865348e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 367819 members 
Entering Unmasked Estep 
Score: -18653632.000000 Penalty: 4170.170410
	Iteration 21Q: 3 clusters Score -1.865363e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 368011 members 
Entering Unmasked Estep 
Score: -18653694.000000 Penalty: 4170.170410
	Iteration 22Q: 3 clusters Score -1.865369e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 368187 members 
Entering Unmasked Estep 
Score: -18653776.000000 Penalty: 4170.170410
	Iteration 23Q: 3 clusters Score -1.865378e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 368325 members 
Entering Unmasked Estep 
Score: -18653766.000000 Penalty: 4170.170410
	Iteration 24Q: 3 clusters Score -1.865377e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 368456 members 
Entering Unmasked Estep 
Score: -18653812.000000 Penalty: 4170.170410
	Iteration 25Q: 3 clusters Score -1.865381e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 368554 members 
Entering Unmasked Estep 
Score: -18653818.000000 Penalty: 4170.170410
	Iteration 26Q: 3 clusters Score -1.865382e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 368641 members 
Entering Unmasked Estep 
Score: -18653844.000000 Penalty: 4170.170410
	Iteration 27Q: 3 clusters Score -1.865384e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 368726 members 
Entering Unmasked Estep 
Score: -18653872.000000 Penalty: 4170.170410
	Iteration 28Q: 3 clusters Score -1.865387e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 368821 members 
Entering Unmasked Estep 
Score: -18653912.000000 Penalty: 4170.170410
	Iteration 29Q: 3 clusters Score -1.865391e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 368902 members 
Entering Unmasked Estep 
Score: -18653976.000000 Penalty: 4170.170410
	Iteration 30Q: 3 clusters Score -1.865398e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 368986 members 
Entering Unmasked Estep 
Score: -18653990.000000 Penalty: 4170.170410
	Iteration 31Q: 3 clusters Score -1.865399e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 369058 members 
Entering Unmasked Estep 
Score: -18653958.000000 Penalty: 4170.170410
	Iteration 32Q: 3 clusters Score -1.865396e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 369125 members 
Entering Unmasked Estep 
Score: -18653978.000000 Penalty: 4170.170410
	Iteration 33Q: 3 clusters Score -1.865398e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 369191 members 
Entering Unmasked Estep 
Score: -18654002.000000 Penalty: 4170.170410
	Iteration 34Q: 3 clusters Score -1.8654e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 369249 members 
Entering Unmasked Estep 
Score: -18654014.000000 Penalty: 4170.170410
	Iteration 35Q: 3 clusters Score -1.865401e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 369291 members 
Entering Unmasked Estep 
Score: -18654030.000000 Penalty: 4170.170410
	Iteration 36Q: 3 clusters Score -1.865403e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 369323 members 
Entering Unmasked Estep 
Score: -18654044.000000 Penalty: 4170.170410
	Iteration 37Q: 3 clusters Score -1.865404e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 369358 members 
Entering Unmasked Estep 
Score: -18654052.000000 Penalty: 4170.170410
	Iteration 38Q: 3 clusters Score -1.865405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 369392 members 
Entering Unmasked Estep 
Score: -18654040.000000 Penalty: 4170.170410
	Iteration 39Q: 3 clusters Score -1.865404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 369422 members 
Entering Unmasked Estep 
Score: -18654060.000000 Penalty: 4170.170410
	Iteration 40F: 3 clusters Score -1.865406e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 369452 members 
Entering Unmasked Estep 
Score: -18654072.000000 Penalty: 4170.170410
	Iteration 41Q: 3 clusters Score -1.865407e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 369475 members 
Entering Unmasked Estep 
Score: -18654066.000000 Penalty: 4170.170410
	Iteration 42Q: 3 clusters Score -1.865407e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 369496 members 
Entering Unmasked Estep 
Score: -18654070.000000 Penalty: 4170.170410
	Iteration 43Q: 3 clusters Score -1.865407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 369514 members 
Entering Unmasked Estep 
Score: -18654066.000000 Penalty: 4170.170410
	Iteration 44Q: 3 clusters Score -1.865407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 369536 members 
Entering Unmasked Estep 
Score: -18654060.000000 Penalty: 4170.170410
	Iteration 45Q: 3 clusters Score -1.865406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 369555 members 
Entering Unmasked Estep 
Score: -18654084.000000 Penalty: 4170.170410
	Iteration 46Q: 3 clusters Score -1.865408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 369567 members 
Entering Unmasked Estep 
Score: -18654082.000000 Penalty: 4170.170410
	Iteration 47Q: 3 clusters Score -1.865408e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 369582 members 
Entering Unmasked Estep 
Score: -18654082.000000 Penalty: 4170.170410
	Iteration 48Q: 3 clusters Score -1.865408e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 369595 members 
Entering Unmasked Estep 
Score: -18654078.000000 Penalty: 4170.170410
	Iteration 49Q: 3 clusters Score -1.865408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 369611 members 
Entering Unmasked Estep 
Score: -18654070.000000 Penalty: 4170.170410
	Iteration 50Q: 3 clusters Score -1.865407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 369628 members 
Entering Unmasked Estep 
Score: -18654072.000000 Penalty: 4170.170410
	Iteration 51Q: 3 clusters Score -1.865407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 369642 members 
Entering Unmasked Estep 
Score: -18654084.000000 Penalty: 4170.170410
	Iteration 52Q: 3 clusters Score -1.865408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 369653 members 
Entering Unmasked Estep 
Score: -18654086.000000 Penalty: 4170.170410
	Iteration 53Q: 3 clusters Score -1.865409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 369658 members 
Entering Unmasked Estep 
Score: -18654084.000000 Penalty: 4170.170410
	Iteration 54Q: 3 clusters Score -1.865408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 369660 members 
Entering Unmasked Estep 
Score: -18654084.000000 Penalty: 4170.170410
	Iteration 55Q: 3 clusters Score -1.865408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 369660 members 
Entering Unmasked Estep 
Score: -18654080.000000 Penalty: 4170.170410
	Iteration 56Q: 3 clusters Score -1.865408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 369666 members 
Entering Unmasked Estep 
Score: -18654074.000000 Penalty: 4170.170410
	Iteration 57Q: 3 clusters Score -1.865407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 369672 members 
Entering Unmasked Estep 
Score: -18654078.000000 Penalty: 4170.170410
	Iteration 58Q: 3 clusters Score -1.865408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 369678 members 
Entering Unmasked Estep 
Score: -18654076.000000 Penalty: 4170.170410
	Iteration 59Q: 3 clusters Score -1.865408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 369681 members 
Entering Unmasked Estep 
Score: -18654078.000000 Penalty: 4170.170410
	Iteration 60F: 3 clusters Score -1.865408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 369682 members 
Entering Unmasked Estep 
Score: -18654082.000000 Penalty: 4170.170410
	Iteration 61Q: 3 clusters Score -1.865408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 369682 members 
Entering Unmasked Estep 
Score: -18654082.000000 Penalty: 4170.170410
	Iteration 62F: 3 clusters Score -1.865408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -26031.669922 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -26031.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24892.402344 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -24892.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -25039.470703 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -25039.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -25097.353516 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -25097.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25126.289062 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -25126.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -25137.240234 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -25137.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -25143.894531 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -25143.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25146.324219 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -25146.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -25146.324219 Penalty: 2053.078613
	Iteration 7F: 3 clusters Score -25146.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Entering Unmasked Estep 
Score: -645848.687500 Penalty: 1532.159302
	Iteration 0F: 2 clusters Score -645848.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -637004.125000 Penalty: 3064.318604
	Iteration 0F: 3 clusters Score -637004.1 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -639992.937500 Penalty: 3064.318604
	Iteration 1F: 3 clusters Score -639992.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -640195.437500 Penalty: 3064.318604
	Iteration 2Q: 3 clusters Score -640195.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -640395.000000 Penalty: 3064.318604
	Iteration 3Q: 3 clusters Score -640395 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -640617.062500 Penalty: 3064.318604
	Iteration 4Q: 3 clusters Score -640617.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -640839.375000 Penalty: 3064.318604
	Iteration 5Q: 3 clusters Score -640839.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -641110.750000 Penalty: 3064.318604
	Iteration 6Q: 3 clusters Score -641110.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -641441.250000 Penalty: 3064.318604
	Iteration 7Q: 3 clusters Score -641441.2 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -641835.250000 Penalty: 3064.318604
	Iteration 8Q: 3 clusters Score -641835.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -642269.375000 Penalty: 3064.318604
	Iteration 9Q: 3 clusters Score -642269.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -642741.875000 Penalty: 3064.318604
	Iteration 10Q: 3 clusters Score -642741.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -643191.187500 Penalty: 3064.318604
	Iteration 11Q: 3 clusters Score -643191.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -643545.687500 Penalty: 3064.318604
	Iteration 12Q: 3 clusters Score -643545.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -643817.500000 Penalty: 3064.318604
	Iteration 13Q: 3 clusters Score -643817.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -644025.250000 Penalty: 3064.318604
	Iteration 14Q: 3 clusters Score -644025.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -644186.500000 Penalty: 3064.318604
	Iteration 15Q: 3 clusters Score -644186.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -644293.625000 Penalty: 3064.318604
	Iteration 16Q: 3 clusters Score -644293.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -644358.062500 Penalty: 3064.318604
	Iteration 17Q: 3 clusters Score -644358.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -644414.437500 Penalty: 3064.318604
	Iteration 18Q: 3 clusters Score -644414.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -644462.812500 Penalty: 3064.318604
	Iteration 19Q: 3 clusters Score -644462.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -644486.937500 Penalty: 3064.318604
	Iteration 20F: 3 clusters Score -644486.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -644502.500000 Penalty: 3064.318604
	Iteration 21Q: 3 clusters Score -644502.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -644515.437500 Penalty: 3064.318604
	Iteration 22Q: 3 clusters Score -644515.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -644523.875000 Penalty: 3064.318604
	Iteration 23Q: 3 clusters Score -644523.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -644532.687500 Penalty: 3064.318604
	Iteration 24Q: 3 clusters Score -644532.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -644539.437500 Penalty: 3064.318604
	Iteration 25Q: 3 clusters Score -644539.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -644550.687500 Penalty: 3064.318604
	Iteration 26Q: 3 clusters Score -644550.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -644556.500000 Penalty: 3064.318604
	Iteration 27Q: 3 clusters Score -644556.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -644564.250000 Penalty: 3064.318604
	Iteration 28Q: 3 clusters Score -644564.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -644566.312500 Penalty: 3064.318604
	Iteration 29Q: 3 clusters Score -644566.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -644570.125000 Penalty: 3064.318604
	Iteration 30Q: 3 clusters Score -644570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -644575.750000 Penalty: 3064.318604
	Iteration 31Q: 3 clusters Score -644575.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -644579.937500 Penalty: 3064.318604
	Iteration 32Q: 3 clusters Score -644579.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -644585.125000 Penalty: 3064.318604
	Iteration 33Q: 3 clusters Score -644585.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -644589.500000 Penalty: 3064.318604
	Iteration 34Q: 3 clusters Score -644589.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -644592.937500 Penalty: 3064.318604
	Iteration 35Q: 3 clusters Score -644592.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -644592.937500 Penalty: 3064.318604
	Iteration 36F: 3 clusters Score -644592.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Entering Unmasked Estep 
Score: -353414.875000 Penalty: 1460.967041
	Iteration 0F: 2 clusters Score -353414.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -347599.531250 Penalty: 2921.934082
	Iteration 0F: 3 clusters Score -347599.5 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -349943.656250 Penalty: 2921.934082
	Iteration 1F: 3 clusters Score -349943.7 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -350814.062500 Penalty: 2921.934082
	Iteration 2F: 3 clusters Score -350814.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -351809.625000 Penalty: 2921.934082
	Iteration 3F: 3 clusters Score -351809.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -352453.562500 Penalty: 2921.934082
	Iteration 4F: 3 clusters Score -352453.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -352746.406250 Penalty: 2921.934082
	Iteration 5F: 3 clusters Score -352746.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -352885.125000 Penalty: 2921.934082
	Iteration 6Q: 3 clusters Score -352885.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -352967.906250 Penalty: 2921.934082
	Iteration 7Q: 3 clusters Score -352967.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -353010.031250 Penalty: 2921.934082
	Iteration 8Q: 3 clusters Score -353010 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -353036.593750 Penalty: 2921.934082
	Iteration 9Q: 3 clusters Score -353036.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -353062.781250 Penalty: 2921.934082
	Iteration 10Q: 3 clusters Score -353062.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -353078.187500 Penalty: 2921.934082
	Iteration 11Q: 3 clusters Score -353078.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -353094.156250 Penalty: 2921.934082
	Iteration 12Q: 3 clusters Score -353094.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -353107.031250 Penalty: 2921.934082
	Iteration 13Q: 3 clusters Score -353107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -353113.312500 Penalty: 2921.934082
	Iteration 14Q: 3 clusters Score -353113.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -353118.656250 Penalty: 2921.934082
	Iteration 15Q: 3 clusters Score -353118.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -353129.187500 Penalty: 2921.934082
	Iteration 16Q: 3 clusters Score -353129.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -353145.781250 Penalty: 2921.934082
	Iteration 17Q: 3 clusters Score -353145.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -353164.843750 Penalty: 2921.934082
	Iteration 18Q: 3 clusters Score -353164.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -353190.750000 Penalty: 2921.934082
	Iteration 19Q: 3 clusters Score -353190.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -353218.687500 Penalty: 2921.934082
	Iteration 20F: 3 clusters Score -353218.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -353245.281250 Penalty: 2921.934082
	Iteration 21Q: 3 clusters Score -353245.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -353275.218750 Penalty: 2921.934082
	Iteration 22Q: 3 clusters Score -353275.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -353318.218750 Penalty: 2921.934082
	Iteration 23Q: 3 clusters Score -353318.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -353363.000000 Penalty: 2921.934082
	Iteration 24Q: 3 clusters Score -353363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -353397.187500 Penalty: 2921.934082
	Iteration 25Q: 3 clusters Score -353397.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -353421.593750 Penalty: 2921.934082
	Iteration 26Q: 3 clusters Score -353421.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -353435.531250 Penalty: 2921.934082
	Iteration 27Q: 3 clusters Score -353435.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -353452.218750 Penalty: 2921.934082
	Iteration 28Q: 3 clusters Score -353452.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -353469.437500 Penalty: 2921.934082
	Iteration 29Q: 3 clusters Score -353469.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -353478.531250 Penalty: 2921.934082
	Iteration 30Q: 3 clusters Score -353478.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -353483.093750 Penalty: 2921.934082
	Iteration 31Q: 3 clusters Score -353483.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -353486.906250 Penalty: 2921.934082
	Iteration 32Q: 3 clusters Score -353486.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -353490.343750 Penalty: 2921.934082
	Iteration 33Q: 3 clusters Score -353490.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -353493.750000 Penalty: 2921.934082
	Iteration 34Q: 3 clusters Score -353493.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -353495.343750 Penalty: 2921.934082
	Iteration 35Q: 3 clusters Score -353495.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -353497.437500 Penalty: 2921.934082
	Iteration 36Q: 3 clusters Score -353497.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -353499.812500 Penalty: 2921.934082
	Iteration 37Q: 3 clusters Score -353499.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -353501.437500 Penalty: 2921.934082
	Iteration 38Q: 3 clusters Score -353501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -353502.281250 Penalty: 2921.934082
	Iteration 39Q: 3 clusters Score -353502.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -353504.812500 Penalty: 2921.934082
	Iteration 40F: 3 clusters Score -353504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -353506.375000 Penalty: 2921.934082
	Iteration 41Q: 3 clusters Score -353506.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -353507.875000 Penalty: 2921.934082
	Iteration 42Q: 3 clusters Score -353507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -353508.562500 Penalty: 2921.934082
	Iteration 43Q: 3 clusters Score -353508.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -353508.187500 Penalty: 2921.934082
	Iteration 44Q: 3 clusters Score -353508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -353508.218750 Penalty: 2921.934082
	Iteration 45Q: 3 clusters Score -353508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -353508.218750 Penalty: 2921.934082
	Iteration 46F: 3 clusters Score -353508.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373732 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 1487 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16288 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 6540 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 27518 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6070 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
Score: -28195282.000000 Penalty: 43161.070312
Splitting cluster 4 changes total score from -28195810.000000 to -28195282.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -319379.156250 Penalty: 1418.684692
	Iteration 0F: 2 clusters Score -319379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -314631.531250 Penalty: 2837.369385
	Iteration 0F: 3 clusters Score -314631.5 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -315928.593750 Penalty: 2837.369385
	Iteration 1F: 3 clusters Score -315928.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -316118.375000 Penalty: 2837.369385
	Iteration 2F: 3 clusters Score -316118.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -316254.093750 Penalty: 2837.369385
	Iteration 3F: 3 clusters Score -316254.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -316360.281250 Penalty: 2837.369385
	Iteration 4Q: 3 clusters Score -316360.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -316439.937500 Penalty: 2837.369385
	Iteration 5Q: 3 clusters Score -316439.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -316518.562500 Penalty: 2837.369385
	Iteration 6Q: 3 clusters Score -316518.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -316603.750000 Penalty: 2837.369385
	Iteration 7Q: 3 clusters Score -316603.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -316702.218750 Penalty: 2837.369385
	Iteration 8Q: 3 clusters Score -316702.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -316821.625000 Penalty: 2837.369385
	Iteration 9Q: 3 clusters Score -316821.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -316966.968750 Penalty: 2837.369385
	Iteration 10Q: 3 clusters Score -316967 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -317167.718750 Penalty: 2837.369385
	Iteration 11Q: 3 clusters Score -317167.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -317351.093750 Penalty: 2837.369385
	Iteration 12Q: 3 clusters Score -317351.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -317486.562500 Penalty: 2837.369385
	Iteration 13Q: 3 clusters Score -317486.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -317623.968750 Penalty: 2837.369385
	Iteration 14Q: 3 clusters Score -317624 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -317730.406250 Penalty: 2837.369385
	Iteration 15Q: 3 clusters Score -317730.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -317819.968750 Penalty: 2837.369385
	Iteration 16Q: 3 clusters Score -317820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -317876.781250 Penalty: 2837.369385
	Iteration 17Q: 3 clusters Score -317876.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -317931.406250 Penalty: 2837.369385
	Iteration 18Q: 3 clusters Score -317931.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -317977.843750 Penalty: 2837.369385
	Iteration 19Q: 3 clusters Score -317977.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -318007.906250 Penalty: 2837.369385
	Iteration 20F: 3 clusters Score -318007.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -318028.781250 Penalty: 2837.369385
	Iteration 21Q: 3 clusters Score -318028.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -318045.093750 Penalty: 2837.369385
	Iteration 22Q: 3 clusters Score -318045.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -318058.781250 Penalty: 2837.369385
	Iteration 23Q: 3 clusters Score -318058.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -318073.843750 Penalty: 2837.369385
	Iteration 24Q: 3 clusters Score -318073.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -318083.718750 Penalty: 2837.369385
	Iteration 25Q: 3 clusters Score -318083.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -318088.937500 Penalty: 2837.369385
	Iteration 26Q: 3 clusters Score -318088.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -318093.156250 Penalty: 2837.369385
	Iteration 27Q: 3 clusters Score -318093.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -318101.531250 Penalty: 2837.369385
	Iteration 28Q: 3 clusters Score -318101.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -318109.218750 Penalty: 2837.369385
	Iteration 29Q: 3 clusters Score -318109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -318114.093750 Penalty: 2837.369385
	Iteration 30Q: 3 clusters Score -318114.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -318119.000000 Penalty: 2837.369385
	Iteration 31Q: 3 clusters Score -318119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -318120.125000 Penalty: 2837.369385
	Iteration 32Q: 3 clusters Score -318120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -318124.781250 Penalty: 2837.369385
	Iteration 33Q: 3 clusters Score -318124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -318129.406250 Penalty: 2837.369385
	Iteration 34Q: 3 clusters Score -318129.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -318133.406250 Penalty: 2837.369385
	Iteration 35Q: 3 clusters Score -318133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -318139.375000 Penalty: 2837.369385
	Iteration 36Q: 3 clusters Score -318139.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -318141.843750 Penalty: 2837.369385
	Iteration 37Q: 3 clusters Score -318141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -318143.125000 Penalty: 2837.369385
	Iteration 38Q: 3 clusters Score -318143.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -318143.531250 Penalty: 2837.369385
	Iteration 39Q: 3 clusters Score -318143.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -318143.531250 Penalty: 2837.369385
	Iteration 40F: 3 clusters Score -318143.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Entering Unmasked Estep 
Score: -794662.500000 Penalty: 1575.954956
	Iteration 0F: 2 clusters Score -794662.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -783516.562500 Penalty: 3151.909912
	Iteration 0F: 3 clusters Score -783516.6 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -787525.687500 Penalty: 3151.909912
	Iteration 1F: 3 clusters Score -787525.7 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -788001.437500 Penalty: 3151.909912
	Iteration 2F: 3 clusters Score -788001.4 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -788478.875000 Penalty: 3151.909912
	Iteration 3F: 3 clusters Score -788478.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -788961.750000 Penalty: 3151.909912
	Iteration 4F: 3 clusters Score -788961.8 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -789532.625000 Penalty: 3151.909912
	Iteration 5F: 3 clusters Score -789532.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -790096.500000 Penalty: 3151.909912
	Iteration 6F: 3 clusters Score -790096.5 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -790603.812500 Penalty: 3151.909912
	Iteration 7F: 3 clusters Score -790603.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -791034.687500 Penalty: 3151.909912
	Iteration 8Q: 3 clusters Score -791034.7 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -791422.500000 Penalty: 3151.909912
	Iteration 9Q: 3 clusters Score -791422.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -791762.500000 Penalty: 3151.909912
	Iteration 10Q: 3 clusters Score -791762.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -792108.062500 Penalty: 3151.909912
	Iteration 11Q: 3 clusters Score -792108.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -792472.875000 Penalty: 3151.909912
	Iteration 12Q: 3 clusters Score -792472.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -792748.375000 Penalty: 3151.909912
	Iteration 13Q: 3 clusters Score -792748.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -792936.875000 Penalty: 3151.909912
	Iteration 14Q: 3 clusters Score -792936.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -793113.125000 Penalty: 3151.909912
	Iteration 15Q: 3 clusters Score -793113.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -793231.687500 Penalty: 3151.909912
	Iteration 16Q: 3 clusters Score -793231.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -793300.000000 Penalty: 3151.909912
	Iteration 17Q: 3 clusters Score -793300 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -793340.375000 Penalty: 3151.909912
	Iteration 18Q: 3 clusters Score -793340.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -793373.125000 Penalty: 3151.909912
	Iteration 19Q: 3 clusters Score -793373.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -793395.062500 Penalty: 3151.909912
	Iteration 20F: 3 clusters Score -793395.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -793413.125000 Penalty: 3151.909912
	Iteration 21Q: 3 clusters Score -793413.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -793430.000000 Penalty: 3151.909912
	Iteration 22Q: 3 clusters Score -793430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -793449.125000 Penalty: 3151.909912
	Iteration 23Q: 3 clusters Score -793449.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -793461.937500 Penalty: 3151.909912
	Iteration 24Q: 3 clusters Score -793461.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -793472.625000 Penalty: 3151.909912
	Iteration 25Q: 3 clusters Score -793472.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -793483.437500 Penalty: 3151.909912
	Iteration 26Q: 3 clusters Score -793483.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -793484.562500 Penalty: 3151.909912
	Iteration 27Q: 3 clusters Score -793484.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -793486.562500 Penalty: 3151.909912
	Iteration 28Q: 3 clusters Score -793486.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -793489.937500 Penalty: 3151.909912
	Iteration 29Q: 3 clusters Score -793489.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -793493.187500 Penalty: 3151.909912
	Iteration 30Q: 3 clusters Score -793493.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -793494.250000 Penalty: 3151.909912
	Iteration 31Q: 3 clusters Score -793494.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -793494.812500 Penalty: 3151.909912
	Iteration 32Q: 3 clusters Score -793494.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -793497.875000 Penalty: 3151.909912
	Iteration 33Q: 3 clusters Score -793497.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -793500.937500 Penalty: 3151.909912
	Iteration 34Q: 3 clusters Score -793500.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -793502.375000 Penalty: 3151.909912
	Iteration 35Q: 3 clusters Score -793502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -793505.125000 Penalty: 3151.909912
	Iteration 36Q: 3 clusters Score -793505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -793504.562500 Penalty: 3151.909912
	Iteration 37Q: 3 clusters Score -793504.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -793505.875000 Penalty: 3151.909912
	Iteration 38Q: 3 clusters Score -793505.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -793508.875000 Penalty: 3151.909912
	Iteration 39Q: 3 clusters Score -793508.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -793509.437500 Penalty: 3151.909912
	Iteration 40F: 3 clusters Score -793509.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -793509.187500 Penalty: 3151.909912
	Iteration 41Q: 3 clusters Score -793509.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -793509.812500 Penalty: 3151.909912
	Iteration 42Q: 3 clusters Score -793509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -793513.437500 Penalty: 3151.909912
	Iteration 43Q: 3 clusters Score -793513.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -793514.812500 Penalty: 3151.909912
	Iteration 44Q: 3 clusters Score -793514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -793515.875000 Penalty: 3151.909912
	Iteration 45Q: 3 clusters Score -793515.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -793514.812500 Penalty: 3151.909912
	Iteration 46Q: 3 clusters Score -793514.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -793512.812500 Penalty: 3151.909912
	Iteration 47Q: 3 clusters Score -793512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -793514.250000 Penalty: 3151.909912
	Iteration 48Q: 3 clusters Score -793514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -793513.625000 Penalty: 3151.909912
	Iteration 49Q: 3 clusters Score -793513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -793513.625000 Penalty: 3151.909912
	Iteration 50F: 3 clusters Score -793513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Entering Unmasked Estep 
Score: -103843.171875 Penalty: 1260.867920
	Iteration 0F: 2 clusters Score -103843.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -101579.804688 Penalty: 2521.735840
	Iteration 0F: 3 clusters Score -101579.8 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -102146.460938 Penalty: 2521.735840
	Iteration 1F: 3 clusters Score -102146.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -102379.539062 Penalty: 2521.735840
	Iteration 2F: 3 clusters Score -102379.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -102661.695312 Penalty: 2521.735840
	Iteration 3F: 3 clusters Score -102661.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -103106.195312 Penalty: 2521.735840
	Iteration 4F: 3 clusters Score -103106.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -103677.554688 Penalty: 2521.735840
	Iteration 5F: 3 clusters Score -103677.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -104179.968750 Penalty: 2521.735840
	Iteration 6F: 3 clusters Score -104180 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -104347.906250 Penalty: 2521.735840
	Iteration 7Q: 3 clusters Score -104347.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104431.265625 Penalty: 2521.735840
	Iteration 8Q: 3 clusters Score -104431.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -104471.531250 Penalty: 2521.735840
	Iteration 9Q: 3 clusters Score -104471.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -104503.828125 Penalty: 2521.735840
	Iteration 10Q: 3 clusters Score -104503.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -104534.875000 Penalty: 2521.735840
	Iteration 11Q: 3 clusters Score -104534.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104555.914062 Penalty: 2521.735840
	Iteration 12Q: 3 clusters Score -104555.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104573.375000 Penalty: 2521.735840
	Iteration 13Q: 3 clusters Score -104573.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104583.359375 Penalty: 2521.735840
	Iteration 14Q: 3 clusters Score -104583.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -104593.187500 Penalty: 2521.735840
	Iteration 15Q: 3 clusters Score -104593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -104598.750000 Penalty: 2521.735840
	Iteration 16Q: 3 clusters Score -104598.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104611.085938 Penalty: 2521.735840
	Iteration 17Q: 3 clusters Score -104611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -104617.250000 Penalty: 2521.735840
	Iteration 18Q: 3 clusters Score -104617.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -104619.406250 Penalty: 2521.735840
	Iteration 19Q: 3 clusters Score -104619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -104619.781250 Penalty: 2521.735840
	Iteration 20F: 3 clusters Score -104619.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 373732 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 12440 members 
Mstep: Class 4 contains 8027 members 
Mstep: Class 5 contains 6188 members 
Mstep: Class 6 contains 16288 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 32612 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1249 members 
Mstep: Class 11 contains 48830 members 
Mstep: Class 12 contains 16602 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 15 contains 3452 members 
Mstep: Class 17 contains 12745 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 27518 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 6070 members 
Mstep: Class 23 contains 3514 members 
Entering Unmasked Estep 
Score: -28195672.000000 Penalty: 43161.070312
Splitting cluster 7 changes total score from -28195810.000000 to -28195672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (32612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Entering Unmasked Estep 
Score: -1627317.500000 Penalty: 1688.770874
	Iteration 0F: 2 clusters Score -1627318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -1605424.375000 Penalty: 3377.541748
	Iteration 0F: 3 clusters Score -1605424 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1614255.375000 Penalty: 3377.541748
	Iteration 1F: 3 clusters Score -1614255 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1615023.000000 Penalty: 3377.541748
	Iteration 2F: 3 clusters Score -1615023 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1615898.125000 Penalty: 3377.541748
	Iteration 3F: 3 clusters Score -1615898 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1616952.750000 Penalty: 3377.541748
	Iteration 4F: 3 clusters Score -1616953 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1618260.000000 Penalty: 3377.541748
	Iteration 5F: 3 clusters Score -1618260 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1619590.000000 Penalty: 3377.541748
	Iteration 6F: 3 clusters Score -1619590 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1620873.250000 Penalty: 3377.541748
	Iteration 7F: 3 clusters Score -1620873 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1622007.750000 Penalty: 3377.541748
	Iteration 8F: 3 clusters Score -1622008 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1622950.000000 Penalty: 3377.541748
	Iteration 9Q: 3 clusters Score -1622950 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1623743.875000 Penalty: 3377.541748
	Iteration 10Q: 3 clusters Score -1623744 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1624364.875000 Penalty: 3377.541748
	Iteration 11Q: 3 clusters Score -1624365 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1624788.250000 Penalty: 3377.541748
	Iteration 12Q: 3 clusters Score -1624788 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1625045.875000 Penalty: 3377.541748
	Iteration 13Q: 3 clusters Score -1625046 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1625229.750000 Penalty: 3377.541748
	Iteration 14Q: 3 clusters Score -1625230 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1625386.875000 Penalty: 3377.541748
	Iteration 15Q: 3 clusters Score -1625387 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1625495.750000 Penalty: 3377.541748
	Iteration 16Q: 3 clusters Score -1625496 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1625588.375000 Penalty: 3377.541748
	Iteration 17Q: 3 clusters Score -1625588 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1625649.375000 Penalty: 3377.541748
	Iteration 18Q: 3 clusters Score -1625649 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1625709.125000 Penalty: 3377.541748
	Iteration 19Q: 3 clusters Score -1625709 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1625767.375000 Penalty: 3377.541748
	Iteration 20F: 3 clusters Score -1625767 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1625810.750000 Penalty: 3377.541748
	Iteration 21Q: 3 clusters Score -1625811 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1625848.500000 Penalty: 3377.541748
	Iteration 22Q: 3 clusters Score -1625848 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1625875.375000 Penalty: 3377.541748
	Iteration 23Q: 3 clusters Score -1625875 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1625913.250000 Penalty: 3377.541748
	Iteration 24Q: 3 clusters Score -1625913 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1625938.625000 Penalty: 3377.541748
	Iteration 25Q: 3 clusters Score -1625939 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1625961.125000 Penalty: 3377.541748
	Iteration 26Q: 3 clusters Score -1625961 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1625987.875000 Penalty: 3377.541748
	Iteration 27Q: 3 clusters Score -1625988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1626004.500000 Penalty: 3377.541748
	Iteration 28Q: 3 clusters Score -1626004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1626017.000000 Penalty: 3377.541748
	Iteration 29Q: 3 clusters Score -1626017 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1626036.375000 Penalty: 3377.541748
	Iteration 30Q: 3 clusters Score -1626036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1626051.625000 Penalty: 3377.541748
	Iteration 31Q: 3 clusters Score -1626052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1626065.375000 Penalty: 3377.541748
	Iteration 32Q: 3 clusters Score -1626065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1626079.500000 Penalty: 3377.541748
	Iteration 33Q: 3 clusters Score -1626080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1626097.375000 Penalty: 3377.541748
	Iteration 34Q: 3 clusters Score -1626097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1626102.875000 Penalty: 3377.541748
	Iteration 35Q: 3 clusters Score -1626103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1626114.875000 Penalty: 3377.541748
	Iteration 36Q: 3 clusters Score -1626115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1626128.375000 Penalty: 3377.541748
	Iteration 37Q: 3 clusters Score -1626128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1626138.750000 Penalty: 3377.541748
	Iteration 38Q: 3 clusters Score -1626139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1626138.875000 Penalty: 3377.541748
	Iteration 39Q: 3 clusters Score -1626139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1626145.125000 Penalty: 3377.541748
	Iteration 40F: 3 clusters Score -1626145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1626153.000000 Penalty: 3377.541748
	Iteration 41Q: 3 clusters Score -1626153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1626153.000000 Penalty: 3377.541748
	Iteration 42Q: 3 clusters Score -1626153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1626153.375000 Penalty: 3377.541748
	Iteration 43Q: 3 clusters Score -1626153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1626158.500000 Penalty: 3377.541748
	Iteration 44Q: 3 clusters Score -1626158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1626158.375000 Penalty: 3377.541748
	Iteration 45Q: 3 clusters Score -1626158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1626162.875000 Penalty: 3377.541748
	Iteration 46Q: 3 clusters Score -1626163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1626165.750000 Penalty: 3377.541748
	Iteration 47Q: 3 clusters Score -1626166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1626166.125000 Penalty: 3377.541748
	Iteration 48Q: 3 clusters Score -1626166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1626170.250000 Penalty: 3377.541748
	Iteration 49Q: 3 clusters Score -1626170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1626167.375000 Penalty: 3377.541748
	Iteration 50Q: 3 clusters Score -1626167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1626174.500000 Penalty: 3377.541748
	Iteration 51Q: 3 clusters Score -1626174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1626172.125000 Penalty: 3377.541748
	Iteration 52Q: 3 clusters Score -1626172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1626175.125000 Penalty: 3377.541748
	Iteration 53Q: 3 clusters Score -1626175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1626178.500000 Penalty: 3377.541748
	Iteration 54Q: 3 clusters Score -1626178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1626176.750000 Penalty: 3377.541748
	Iteration 55Q: 3 clusters Score -1626177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1626175.000000 Penalty: 3377.541748
	Iteration 56Q: 3 clusters Score -1626175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1626177.875000 Penalty: 3377.541748
	Iteration 57Q: 3 clusters Score -1626178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31215 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1626177.875000 Penalty: 3377.541748
	Iteration 58F: 3 clusters Score -1626178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Entering Unmasked Estep 
Score: -44979.187500 Penalty: 1108.960693
	Iteration 0F: 2 clusters Score -44979.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43601.375000 Penalty: 2217.921387
	Iteration 0F: 3 clusters Score -43601.38 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -43859.410156 Penalty: 2217.921387
	Iteration 1F: 3 clusters Score -43859.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43975.597656 Penalty: 2217.921387
	Iteration 2F: 3 clusters Score -43975.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -44033.570312 Penalty: 2217.921387
	Iteration 3Q: 3 clusters Score -44033.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -44087.812500 Penalty: 2217.921387
	Iteration 4Q: 3 clusters Score -44087.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44116.812500 Penalty: 2217.921387
	Iteration 5Q: 3 clusters Score -44116.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44130.203125 Penalty: 2217.921387
	Iteration 6Q: 3 clusters Score -44130.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -44137.785156 Penalty: 2217.921387
	Iteration 7Q: 3 clusters Score -44137.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -44144.835938 Penalty: 2217.921387
	Iteration 8Q: 3 clusters Score -44144.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -44150.148438 Penalty: 2217.921387
	Iteration 9Q: 3 clusters Score -44150.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44153.996094 Penalty: 2217.921387
	Iteration 10Q: 3 clusters Score -44154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44165.785156 Penalty: 2217.921387
	Iteration 11Q: 3 clusters Score -44165.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -44172.054688 Penalty: 2217.921387
	Iteration 12Q: 3 clusters Score -44172.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44175.328125 Penalty: 2217.921387
	Iteration 13Q: 3 clusters Score -44175.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44180.410156 Penalty: 2217.921387
	Iteration 14Q: 3 clusters Score -44180.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44185.187500 Penalty: 2217.921387
	Iteration 15Q: 3 clusters Score -44185.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -44190.468750 Penalty: 2217.921387
	Iteration 16Q: 3 clusters Score -44190.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44194.273438 Penalty: 2217.921387
	Iteration 17Q: 3 clusters Score -44194.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44197.566406 Penalty: 2217.921387
	Iteration 18Q: 3 clusters Score -44197.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44199.144531 Penalty: 2217.921387
	Iteration 19Q: 3 clusters Score -44199.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44201.500000 Penalty: 2217.921387
	Iteration 20F: 3 clusters Score -44201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44202.121094 Penalty: 2217.921387
	Iteration 21Q: 3 clusters Score -44202.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44203.117188 Penalty: 2217.921387
	Iteration 22Q: 3 clusters Score -44203.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44203.117188 Penalty: 2217.921387
	Iteration 23F: 3 clusters Score -44203.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -49541.480469 Penalty: 1158.640991
	Iteration 0F: 2 clusters Score -49541.48 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 610 members 
Entering Unmasked Estep 
Score: -47949.671875 Penalty: 2317.281982
	Iteration 0F: 3 clusters Score -47949.67 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -48359.285156 Penalty: 2317.281982
	Iteration 1F: 3 clusters Score -48359.29 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -48505.253906 Penalty: 2317.281982
	Iteration 2F: 3 clusters Score -48505.25 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -48590.738281 Penalty: 2317.281982
	Iteration 3F: 3 clusters Score -48590.74 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -48649.179688 Penalty: 2317.281982
	Iteration 4Q: 3 clusters Score -48649.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -48682.765625 Penalty: 2317.281982
	Iteration 5Q: 3 clusters Score -48682.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -48709.851562 Penalty: 2317.281982
	Iteration 6Q: 3 clusters Score -48709.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -48727.410156 Penalty: 2317.281982
	Iteration 7Q: 3 clusters Score -48727.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -48738.847656 Penalty: 2317.281982
	Iteration 8Q: 3 clusters Score -48738.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -48747.429688 Penalty: 2317.281982
	Iteration 9Q: 3 clusters Score -48747.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -48751.730469 Penalty: 2317.281982
	Iteration 10Q: 3 clusters Score -48751.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -48755.546875 Penalty: 2317.281982
	Iteration 11Q: 3 clusters Score -48755.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -48762.246094 Penalty: 2317.281982
	Iteration 12Q: 3 clusters Score -48762.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -48769.886719 Penalty: 2317.281982
	Iteration 13Q: 3 clusters Score -48769.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -48774.632812 Penalty: 2317.281982
	Iteration 14Q: 3 clusters Score -48774.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -48778.914062 Penalty: 2317.281982
	Iteration 15Q: 3 clusters Score -48778.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -48784.207031 Penalty: 2317.281982
	Iteration 16Q: 3 clusters Score -48784.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -48790.128906 Penalty: 2317.281982
	Iteration 17Q: 3 clusters Score -48790.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -48795.476562 Penalty: 2317.281982
	Iteration 18Q: 3 clusters Score -48795.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -48800.148438 Penalty: 2317.281982
	Iteration 19Q: 3 clusters Score -48800.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -48803.593750 Penalty: 2317.281982
	Iteration 20F: 3 clusters Score -48803.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -48814.105469 Penalty: 2317.281982
	Iteration 21Q: 3 clusters Score -48814.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -48819.570312 Penalty: 2317.281982
	Iteration 22Q: 3 clusters Score -48819.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -48823.375000 Penalty: 2317.281982
	Iteration 23Q: 3 clusters Score -48823.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -48830.265625 Penalty: 2317.281982
	Iteration 24Q: 3 clusters Score -48830.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -48837.835938 Penalty: 2317.281982
	Iteration 25Q: 3 clusters Score -48837.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -48844.261719 Penalty: 2317.281982
	Iteration 26Q: 3 clusters Score -48844.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -48850.550781 Penalty: 2317.281982
	Iteration 27Q: 3 clusters Score -48850.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -48852.113281 Penalty: 2317.281982
	Iteration 28Q: 3 clusters Score -48852.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -48857.707031 Penalty: 2317.281982
	Iteration 29Q: 3 clusters Score -48857.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -48865.480469 Penalty: 2317.281982
	Iteration 30Q: 3 clusters Score -48865.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -48869.175781 Penalty: 2317.281982
	Iteration 31Q: 3 clusters Score -48869.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -48873.511719 Penalty: 2317.281982
	Iteration 32Q: 3 clusters Score -48873.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -48879.187500 Penalty: 2317.281982
	Iteration 33Q: 3 clusters Score -48879.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -48883.207031 Penalty: 2317.281982
	Iteration 34Q: 3 clusters Score -48883.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -48885.820312 Penalty: 2317.281982
	Iteration 35Q: 3 clusters Score -48885.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -48889.433594 Penalty: 2317.281982
	Iteration 36Q: 3 clusters Score -48889.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -48890.972656 Penalty: 2317.281982
	Iteration 37Q: 3 clusters Score -48890.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -48890.972656 Penalty: 2317.281982
	Iteration 38F: 3 clusters Score -48890.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48830 members 
Entering Unmasked Estep 
Score: -2431556.000000 Penalty: 1754.366333
	Iteration 0F: 2 clusters Score -2431556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -2398883.750000 Penalty: 3508.732666
	Iteration 0F: 3 clusters Score -2398884 nChanged 22861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -2412240.000000 Penalty: 3508.732666
	Iteration 1F: 3 clusters Score -2412240 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -2412990.500000 Penalty: 3508.732666
	Iteration 2Q: 3 clusters Score -2412990 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -2414028.750000 Penalty: 3508.732666
	Iteration 3Q: 3 clusters Score -2414029 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -2415613.750000 Penalty: 3508.732666
	Iteration 4F: 3 clusters Score -2415614 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -2418077.250000 Penalty: 3508.732666
	Iteration 5F: 3 clusters Score -2418077 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -2421256.750000 Penalty: 3508.732666
	Iteration 6F: 3 clusters Score -2421257 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -2424625.500000 Penalty: 3508.732666
	Iteration 7F: 3 clusters Score -2424626 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -2427247.250000 Penalty: 3508.732666
	Iteration 8Q: 3 clusters Score -2427247 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -2428634.500000 Penalty: 3508.732666
	Iteration 9Q: 3 clusters Score -2428634 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -2429281.250000 Penalty: 3508.732666
	Iteration 10Q: 3 clusters Score -2429281 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -2429602.750000 Penalty: 3508.732666
	Iteration 11Q: 3 clusters Score -2429603 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -2429779.500000 Penalty: 3508.732666
	Iteration 12Q: 3 clusters Score -2429780 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -2429905.250000 Penalty: 3508.732666
	Iteration 13Q: 3 clusters Score -2429905 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -2429995.500000 Penalty: 3508.732666
	Iteration 14Q: 3 clusters Score -2429996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -2430059.500000 Penalty: 3508.732666
	Iteration 15Q: 3 clusters Score -2430060 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -2430111.250000 Penalty: 3508.732666
	Iteration 16Q: 3 clusters Score -2430111 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -2430150.750000 Penalty: 3508.732666
	Iteration 17Q: 3 clusters Score -2430151 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -2430175.500000 Penalty: 3508.732666
	Iteration 18Q: 3 clusters Score -2430176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -2430196.250000 Penalty: 3508.732666
	Iteration 19Q: 3 clusters Score -2430196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -2430209.500000 Penalty: 3508.732666
	Iteration 20F: 3 clusters Score -2430210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -2430222.250000 Penalty: 3508.732666
	Iteration 21Q: 3 clusters Score -2430222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -2430227.500000 Penalty: 3508.732666
	Iteration 22Q: 3 clusters Score -2430228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -2430241.750000 Penalty: 3508.732666
	Iteration 23Q: 3 clusters Score -2430242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -2430249.750000 Penalty: 3508.732666
	Iteration 24Q: 3 clusters Score -2430250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -2430246.500000 Penalty: 3508.732666
	Iteration 25Q: 3 clusters Score -2430246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -2430256.000000 Penalty: 3508.732666
	Iteration 26Q: 3 clusters Score -2430256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -2430267.250000 Penalty: 3508.732666
	Iteration 27Q: 3 clusters Score -2430267 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -2430278.500000 Penalty: 3508.732666
	Iteration 28Q: 3 clusters Score -2430278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -2430294.500000 Penalty: 3508.732666
	Iteration 29Q: 3 clusters Score -2430294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -2430301.000000 Penalty: 3508.732666
	Iteration 30Q: 3 clusters Score -2430301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -2430307.000000 Penalty: 3508.732666
	Iteration 31Q: 3 clusters Score -2430307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -2430313.500000 Penalty: 3508.732666
	Iteration 32Q: 3 clusters Score -2430314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -2430315.000000 Penalty: 3508.732666
	Iteration 33Q: 3 clusters Score -2430315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -2430316.000000 Penalty: 3508.732666
	Iteration 34Q: 3 clusters Score -2430316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -2430315.250000 Penalty: 3508.732666
	Iteration 35Q: 3 clusters Score -2430315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -2430315.500000 Penalty: 3508.732666
	Iteration 36Q: 3 clusters Score -2430316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -2430316.500000 Penalty: 3508.732666
	Iteration 37Q: 3 clusters Score -2430316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 47455 members 
Entering Unmasked Estep 
Score: -2430319.500000 Penalty: 3508.732666
	Iteration 38Q: 3 clusters Score -2430320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -2430320.250000 Penalty: 3508.732666
	Iteration 39Q: 3 clusters Score -2430320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -2430321.750000 Penalty: 3508.732666
	Iteration 40F: 3 clusters Score -2430322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -2430321.750000 Penalty: 3508.732666
	Iteration 41Q: 3 clusters Score -2430322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -2430321.750000 Penalty: 3508.732666
	Iteration 42F: 3 clusters Score -2430322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Entering Unmasked Estep 
Score: -788320.187500 Penalty: 1579.057739
	Iteration 0F: 2 clusters Score -788320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -776805.125000 Penalty: 3158.115479
	Iteration 0F: 3 clusters Score -776805.1 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -780940.500000 Penalty: 3158.115479
	Iteration 1F: 3 clusters Score -780940.5 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -781306.000000 Penalty: 3158.115479
	Iteration 2F: 3 clusters Score -781306 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -781677.500000 Penalty: 3158.115479
	Iteration 3F: 3 clusters Score -781677.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -782131.562500 Penalty: 3158.115479
	Iteration 4F: 3 clusters Score -782131.6 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -782778.625000 Penalty: 3158.115479
	Iteration 5F: 3 clusters Score -782778.6 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -783595.437500 Penalty: 3158.115479
	Iteration 6F: 3 clusters Score -783595.4 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -784564.125000 Penalty: 3158.115479
	Iteration 7F: 3 clusters Score -784564.1 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -785403.062500 Penalty: 3158.115479
	Iteration 8F: 3 clusters Score -785403.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -785980.625000 Penalty: 3158.115479
	Iteration 9Q: 3 clusters Score -785980.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -786379.937500 Penalty: 3158.115479
	Iteration 10Q: 3 clusters Score -786379.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -786611.937500 Penalty: 3158.115479
	Iteration 11Q: 3 clusters Score -786611.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -786767.437500 Penalty: 3158.115479
	Iteration 12Q: 3 clusters Score -786767.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -786835.312500 Penalty: 3158.115479
	Iteration 13Q: 3 clusters Score -786835.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -786873.062500 Penalty: 3158.115479
	Iteration 14Q: 3 clusters Score -786873.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -786896.312500 Penalty: 3158.115479
	Iteration 15Q: 3 clusters Score -786896.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -786913.750000 Penalty: 3158.115479
	Iteration 16Q: 3 clusters Score -786913.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -786932.812500 Penalty: 3158.115479
	Iteration 17Q: 3 clusters Score -786932.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -786952.937500 Penalty: 3158.115479
	Iteration 18Q: 3 clusters Score -786952.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -786968.250000 Penalty: 3158.115479
	Iteration 19Q: 3 clusters Score -786968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -786979.375000 Penalty: 3158.115479
	Iteration 20F: 3 clusters Score -786979.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -786984.500000 Penalty: 3158.115479
	Iteration 21Q: 3 clusters Score -786984.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -786992.437500 Penalty: 3158.115479
	Iteration 22Q: 3 clusters Score -786992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -786998.062500 Penalty: 3158.115479
	Iteration 23Q: 3 clusters Score -786998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -786999.375000 Penalty: 3158.115479
	Iteration 24Q: 3 clusters Score -786999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -786999.375000 Penalty: 3158.115479
	Iteration 25Q: 3 clusters Score -786999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -786999.375000 Penalty: 3158.115479
	Iteration 26F: 3 clusters Score -786999.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Entering Unmasked Estep 
Score: -172855.984375 Penalty: 1323.840332
	Iteration 0F: 2 clusters Score -172856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -169814.953125 Penalty: 2647.680664
	Iteration 0F: 3 clusters Score -169815 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -170529.500000 Penalty: 2647.680664
	Iteration 1F: 3 clusters Score -170529.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -170673.812500 Penalty: 2647.680664
	Iteration 2F: 3 clusters Score -170673.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -170762.468750 Penalty: 2647.680664
	Iteration 3F: 3 clusters Score -170762.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -170820.171875 Penalty: 2647.680664
	Iteration 4Q: 3 clusters Score -170820.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -170862.906250 Penalty: 2647.680664
	Iteration 5Q: 3 clusters Score -170862.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -170913.125000 Penalty: 2647.680664
	Iteration 6Q: 3 clusters Score -170913.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -170957.875000 Penalty: 2647.680664
	Iteration 7Q: 3 clusters Score -170957.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -171003.562500 Penalty: 2647.680664
	Iteration 8Q: 3 clusters Score -171003.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -171057.625000 Penalty: 2647.680664
	Iteration 9Q: 3 clusters Score -171057.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -171115.671875 Penalty: 2647.680664
	Iteration 10Q: 3 clusters Score -171115.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -171172.046875 Penalty: 2647.680664
	Iteration 11Q: 3 clusters Score -171172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -171216.000000 Penalty: 2647.680664
	Iteration 12Q: 3 clusters Score -171216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -171269.531250 Penalty: 2647.680664
	Iteration 13Q: 3 clusters Score -171269.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -171313.312500 Penalty: 2647.680664
	Iteration 14Q: 3 clusters Score -171313.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -171356.109375 Penalty: 2647.680664
	Iteration 15Q: 3 clusters Score -171356.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -171386.234375 Penalty: 2647.680664
	Iteration 16Q: 3 clusters Score -171386.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -171408.421875 Penalty: 2647.680664
	Iteration 17Q: 3 clusters Score -171408.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -171424.406250 Penalty: 2647.680664
	Iteration 18Q: 3 clusters Score -171424.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -171443.437500 Penalty: 2647.680664
	Iteration 19Q: 3 clusters Score -171443.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -171456.500000 Penalty: 2647.680664
	Iteration 20F: 3 clusters Score -171456.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -171467.578125 Penalty: 2647.680664
	Iteration 21Q: 3 clusters Score -171467.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -171476.312500 Penalty: 2647.680664
	Iteration 22Q: 3 clusters Score -171476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -171480.265625 Penalty: 2647.680664
	Iteration 23Q: 3 clusters Score -171480.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -171485.781250 Penalty: 2647.680664
	Iteration 24Q: 3 clusters Score -171485.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -171492.453125 Penalty: 2647.680664
	Iteration 25Q: 3 clusters Score -171492.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -171499.375000 Penalty: 2647.680664
	Iteration 26Q: 3 clusters Score -171499.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -171505.156250 Penalty: 2647.680664
	Iteration 27Q: 3 clusters Score -171505.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -171510.390625 Penalty: 2647.680664
	Iteration 28Q: 3 clusters Score -171510.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -171516.250000 Penalty: 2647.680664
	Iteration 29Q: 3 clusters Score -171516.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -171520.625000 Penalty: 2647.680664
	Iteration 30Q: 3 clusters Score -171520.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -171525.468750 Penalty: 2647.680664
	Iteration 31Q: 3 clusters Score -171525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -171529.593750 Penalty: 2647.680664
	Iteration 32Q: 3 clusters Score -171529.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -171535.078125 Penalty: 2647.680664
	Iteration 33Q: 3 clusters Score -171535.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -171540.515625 Penalty: 2647.680664
	Iteration 34Q: 3 clusters Score -171540.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -171545.859375 Penalty: 2647.680664
	Iteration 35Q: 3 clusters Score -171545.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -171549.421875 Penalty: 2647.680664
	Iteration 36Q: 3 clusters Score -171549.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -171553.234375 Penalty: 2647.680664
	Iteration 37Q: 3 clusters Score -171553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -171554.546875 Penalty: 2647.680664
	Iteration 38Q: 3 clusters Score -171554.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -171555.375000 Penalty: 2647.680664
	Iteration 39Q: 3 clusters Score -171555.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -171556.484375 Penalty: 2647.680664
	Iteration 40F: 3 clusters Score -171556.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -171557.953125 Penalty: 2647.680664
	Iteration 41Q: 3 clusters Score -171558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -171559.468750 Penalty: 2647.680664
	Iteration 42Q: 3 clusters Score -171559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -171561.281250 Penalty: 2647.680664
	Iteration 43Q: 3 clusters Score -171561.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -171564.218750 Penalty: 2647.680664
	Iteration 44Q: 3 clusters Score -171564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -171567.359375 Penalty: 2647.680664
	Iteration 45Q: 3 clusters Score -171567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -171569.953125 Penalty: 2647.680664
	Iteration 46Q: 3 clusters Score -171570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -171572.078125 Penalty: 2647.680664
	Iteration 47Q: 3 clusters Score -171572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -171573.312500 Penalty: 2647.680664
	Iteration 48Q: 3 clusters Score -171573.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -171575.312500 Penalty: 2647.680664
	Iteration 49Q: 3 clusters Score -171575.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -171578.328125 Penalty: 2647.680664
	Iteration 50Q: 3 clusters Score -171578.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -171579.937500 Penalty: 2647.680664
	Iteration 51Q: 3 clusters Score -171579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -171581.078125 Penalty: 2647.680664
	Iteration 52Q: 3 clusters Score -171581.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -171581.828125 Penalty: 2647.680664
	Iteration 53Q: 3 clusters Score -171581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -171582.250000 Penalty: 2647.680664
	Iteration 54Q: 3 clusters Score -171582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -171582.625000 Penalty: 2647.680664
	Iteration 55Q: 3 clusters Score -171582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -171583.093750 Penalty: 2647.680664
	Iteration 56Q: 3 clusters Score -171583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -171583.781250 Penalty: 2647.680664
	Iteration 57Q: 3 clusters Score -171583.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -171584.031250 Penalty: 2647.680664
	Iteration 58Q: 3 clusters Score -171584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -171584.031250 Penalty: 2647.680664
	Iteration 59F: 3 clusters Score -171584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Entering Unmasked Estep 
Score: -656699.750000 Penalty: 1536.095337
	Iteration 0F: 2 clusters Score -656699.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -647805.812500 Penalty: 3072.190674
	Iteration 0F: 3 clusters Score -647805.8 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -650901.250000 Penalty: 3072.190674
	Iteration 1F: 3 clusters Score -650901.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -651284.812500 Penalty: 3072.190674
	Iteration 2F: 3 clusters Score -651284.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -651702.937500 Penalty: 3072.190674
	Iteration 3F: 3 clusters Score -651702.9 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -652305.250000 Penalty: 3072.190674
	Iteration 4F: 3 clusters Score -652305.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -653067.375000 Penalty: 3072.190674
	Iteration 5F: 3 clusters Score -653067.4 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -653867.437500 Penalty: 3072.190674
	Iteration 6F: 3 clusters Score -653867.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -654538.000000 Penalty: 3072.190674
	Iteration 7F: 3 clusters Score -654538 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -654903.500000 Penalty: 3072.190674
	Iteration 8Q: 3 clusters Score -654903.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -655074.187500 Penalty: 3072.190674
	Iteration 9Q: 3 clusters Score -655074.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -655172.375000 Penalty: 3072.190674
	Iteration 10Q: 3 clusters Score -655172.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -655232.000000 Penalty: 3072.190674
	Iteration 11Q: 3 clusters Score -655232 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -655276.625000 Penalty: 3072.190674
	Iteration 12Q: 3 clusters Score -655276.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -655311.000000 Penalty: 3072.190674
	Iteration 13Q: 3 clusters Score -655311 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -655330.687500 Penalty: 3072.190674
	Iteration 14Q: 3 clusters Score -655330.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -655348.562500 Penalty: 3072.190674
	Iteration 15Q: 3 clusters Score -655348.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -655366.687500 Penalty: 3072.190674
	Iteration 16Q: 3 clusters Score -655366.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -655384.625000 Penalty: 3072.190674
	Iteration 17Q: 3 clusters Score -655384.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -655399.437500 Penalty: 3072.190674
	Iteration 18Q: 3 clusters Score -655399.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -655415.062500 Penalty: 3072.190674
	Iteration 19Q: 3 clusters Score -655415.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -655428.562500 Penalty: 3072.190674
	Iteration 20F: 3 clusters Score -655428.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -655444.562500 Penalty: 3072.190674
	Iteration 21Q: 3 clusters Score -655444.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -655449.500000 Penalty: 3072.190674
	Iteration 22Q: 3 clusters Score -655449.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -655450.875000 Penalty: 3072.190674
	Iteration 23Q: 3 clusters Score -655450.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -655453.937500 Penalty: 3072.190674
	Iteration 24Q: 3 clusters Score -655453.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -655457.750000 Penalty: 3072.190674
	Iteration 25Q: 3 clusters Score -655457.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -655458.687500 Penalty: 3072.190674
	Iteration 26Q: 3 clusters Score -655458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -655460.500000 Penalty: 3072.190674
	Iteration 27Q: 3 clusters Score -655460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -655461.437500 Penalty: 3072.190674
	Iteration 28Q: 3 clusters Score -655461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -655461.750000 Penalty: 3072.190674
	Iteration 29Q: 3 clusters Score -655461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -655461.625000 Penalty: 3072.190674
	Iteration 30Q: 3 clusters Score -655461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -655461.062500 Penalty: 3072.190674
	Iteration 31Q: 3 clusters Score -655461.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -655461.062500 Penalty: 3072.190674
	Iteration 32F: 3 clusters Score -655461.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Entering Unmasked Estep 
Score: -376638.406250 Penalty: 1461.532837
	Iteration 0F: 2 clusters Score -376638.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -370717.281250 Penalty: 2923.065674
	Iteration 0F: 3 clusters Score -370717.3 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -372634.656250 Penalty: 2923.065674
	Iteration 1F: 3 clusters Score -372634.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -372920.875000 Penalty: 2923.065674
	Iteration 2F: 3 clusters Score -372920.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -373165.656250 Penalty: 2923.065674
	Iteration 3F: 3 clusters Score -373165.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -373368.687500 Penalty: 2923.065674
	Iteration 4Q: 3 clusters Score -373368.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -373572.031250 Penalty: 2923.065674
	Iteration 5Q: 3 clusters Score -373572 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -373795.750000 Penalty: 2923.065674
	Iteration 6Q: 3 clusters Score -373795.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -374035.937500 Penalty: 2923.065674
	Iteration 7Q: 3 clusters Score -374035.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -374238.562500 Penalty: 2923.065674
	Iteration 8Q: 3 clusters Score -374238.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -374419.000000 Penalty: 2923.065674
	Iteration 9Q: 3 clusters Score -374419 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -374555.625000 Penalty: 2923.065674
	Iteration 10Q: 3 clusters Score -374555.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -374645.875000 Penalty: 2923.065674
	Iteration 11Q: 3 clusters Score -374645.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -374706.093750 Penalty: 2923.065674
	Iteration 12Q: 3 clusters Score -374706.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -374756.812500 Penalty: 2923.065674
	Iteration 13Q: 3 clusters Score -374756.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -374792.250000 Penalty: 2923.065674
	Iteration 14Q: 3 clusters Score -374792.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -374815.125000 Penalty: 2923.065674
	Iteration 15Q: 3 clusters Score -374815.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -374845.500000 Penalty: 2923.065674
	Iteration 16Q: 3 clusters Score -374845.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -374871.718750 Penalty: 2923.065674
	Iteration 17Q: 3 clusters Score -374871.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -374895.343750 Penalty: 2923.065674
	Iteration 18Q: 3 clusters Score -374895.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -374919.093750 Penalty: 2923.065674
	Iteration 19Q: 3 clusters Score -374919.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -374940.468750 Penalty: 2923.065674
	Iteration 20F: 3 clusters Score -374940.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -374965.000000 Penalty: 2923.065674
	Iteration 21Q: 3 clusters Score -374965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -374991.687500 Penalty: 2923.065674
	Iteration 22Q: 3 clusters Score -374991.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -375011.781250 Penalty: 2923.065674
	Iteration 23Q: 3 clusters Score -375011.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -375034.250000 Penalty: 2923.065674
	Iteration 24Q: 3 clusters Score -375034.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -375055.406250 Penalty: 2923.065674
	Iteration 25Q: 3 clusters Score -375055.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -375078.531250 Penalty: 2923.065674
	Iteration 26Q: 3 clusters Score -375078.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -375099.812500 Penalty: 2923.065674
	Iteration 27Q: 3 clusters Score -375099.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -375123.875000 Penalty: 2923.065674
	Iteration 28Q: 3 clusters Score -375123.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -375152.312500 Penalty: 2923.065674
	Iteration 29Q: 3 clusters Score -375152.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -375186.656250 Penalty: 2923.065674
	Iteration 30Q: 3 clusters Score -375186.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -375221.718750 Penalty: 2923.065674
	Iteration 31Q: 3 clusters Score -375221.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -375264.906250 Penalty: 2923.065674
	Iteration 32Q: 3 clusters Score -375264.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -375306.187500 Penalty: 2923.065674
	Iteration 33Q: 3 clusters Score -375306.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -375340.531250 Penalty: 2923.065674
	Iteration 34Q: 3 clusters Score -375340.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -375369.687500 Penalty: 2923.065674
	Iteration 35Q: 3 clusters Score -375369.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -375405.000000 Penalty: 2923.065674
	Iteration 36Q: 3 clusters Score -375405 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -375438.437500 Penalty: 2923.065674
	Iteration 37Q: 3 clusters Score -375438.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -375456.000000 Penalty: 2923.065674
	Iteration 38Q: 3 clusters Score -375456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -375469.937500 Penalty: 2923.065674
	Iteration 39Q: 3 clusters Score -375469.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -375479.500000 Penalty: 2923.065674
	Iteration 40F: 3 clusters Score -375479.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -375487.531250 Penalty: 2923.065674
	Iteration 41Q: 3 clusters Score -375487.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -375493.968750 Penalty: 2923.065674
	Iteration 42Q: 3 clusters Score -375494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -375501.875000 Penalty: 2923.065674
	Iteration 43Q: 3 clusters Score -375501.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -375509.218750 Penalty: 2923.065674
	Iteration 44Q: 3 clusters Score -375509.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -375514.125000 Penalty: 2923.065674
	Iteration 45Q: 3 clusters Score -375514.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -375521.562500 Penalty: 2923.065674
	Iteration 46Q: 3 clusters Score -375521.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -375525.625000 Penalty: 2923.065674
	Iteration 47Q: 3 clusters Score -375525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -375527.187500 Penalty: 2923.065674
	Iteration 48Q: 3 clusters Score -375527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -375527.375000 Penalty: 2923.065674
	Iteration 49Q: 3 clusters Score -375527.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -375528.156250 Penalty: 2923.065674
	Iteration 50Q: 3 clusters Score -375528.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -375530.281250 Penalty: 2923.065674
	Iteration 51Q: 3 clusters Score -375530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -375530.968750 Penalty: 2923.065674
	Iteration 52Q: 3 clusters Score -375531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -375531.437500 Penalty: 2923.065674
	Iteration 53Q: 3 clusters Score -375531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -375532.281250 Penalty: 2923.065674
	Iteration 54Q: 3 clusters Score -375532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -375534.593750 Penalty: 2923.065674
	Iteration 55Q: 3 clusters Score -375534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -375535.437500 Penalty: 2923.065674
	Iteration 56Q: 3 clusters Score -375535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -375537.218750 Penalty: 2923.065674
	Iteration 57Q: 3 clusters Score -375537.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -375538.937500 Penalty: 2923.065674
	Iteration 58Q: 3 clusters Score -375538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -375541.843750 Penalty: 2923.065674
	Iteration 59Q: 3 clusters Score -375541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -375542.500000 Penalty: 2923.065674
	Iteration 60F: 3 clusters Score -375542.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -375543.750000 Penalty: 2923.065674
	Iteration 61Q: 3 clusters Score -375543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -375544.406250 Penalty: 2923.065674
	Iteration 62Q: 3 clusters Score -375544.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -375544.968750 Penalty: 2923.065674
	Iteration 63Q: 3 clusters Score -375545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -375546.281250 Penalty: 2923.065674
	Iteration 64Q: 3 clusters Score -375546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -375547.625000 Penalty: 2923.065674
	Iteration 65Q: 3 clusters Score -375547.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -375547.625000 Penalty: 2923.065674
	Iteration 66Q: 3 clusters Score -375547.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -375548.656250 Penalty: 2923.065674
	Iteration 67Q: 3 clusters Score -375548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -375549.437500 Penalty: 2923.065674
	Iteration 68Q: 3 clusters Score -375549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -375549.031250 Penalty: 2923.065674
	Iteration 69Q: 3 clusters Score -375549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -375549.031250 Penalty: 2923.065674
	Iteration 70F: 3 clusters Score -375549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Entering Unmasked Estep 
Score: -1402302.250000 Penalty: 1661.171753
	Iteration 0F: 2 clusters Score -1402302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1383782.000000 Penalty: 3322.343506
	Iteration 0F: 3 clusters Score -1383782 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1390653.125000 Penalty: 3322.343506
	Iteration 1F: 3 clusters Score -1390653 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1391114.750000 Penalty: 3322.343506
	Iteration 2Q: 3 clusters Score -1391115 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -1391697.125000 Penalty: 3322.343506
	Iteration 3Q: 3 clusters Score -1391697 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -1392435.875000 Penalty: 3322.343506
	Iteration 4Q: 3 clusters Score -1392436 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -1393446.500000 Penalty: 3322.343506
	Iteration 5F: 3 clusters Score -1393446 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -1394636.125000 Penalty: 3322.343506
	Iteration 6F: 3 clusters Score -1394636 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -1396015.250000 Penalty: 3322.343506
	Iteration 7F: 3 clusters Score -1396015 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -1397393.500000 Penalty: 3322.343506
	Iteration 8F: 3 clusters Score -1397394 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -1398571.750000 Penalty: 3322.343506
	Iteration 9F: 3 clusters Score -1398572 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -1399429.000000 Penalty: 3322.343506
	Iteration 10Q: 3 clusters Score -1399429 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -1399997.625000 Penalty: 3322.343506
	Iteration 11Q: 3 clusters Score -1399998 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -1400345.375000 Penalty: 3322.343506
	Iteration 12Q: 3 clusters Score -1400345 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -1400556.000000 Penalty: 3322.343506
	Iteration 13Q: 3 clusters Score -1400556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -1400691.125000 Penalty: 3322.343506
	Iteration 14Q: 3 clusters Score -1400691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -1400765.125000 Penalty: 3322.343506
	Iteration 15Q: 3 clusters Score -1400765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -1400792.625000 Penalty: 3322.343506
	Iteration 16Q: 3 clusters Score -1400793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -1400807.125000 Penalty: 3322.343506
	Iteration 17Q: 3 clusters Score -1400807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -1400810.000000 Penalty: 3322.343506
	Iteration 18Q: 3 clusters Score -1400810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -1400820.875000 Penalty: 3322.343506
	Iteration 19Q: 3 clusters Score -1400821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -1400824.750000 Penalty: 3322.343506
	Iteration 20F: 3 clusters Score -1400825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -1400830.500000 Penalty: 3322.343506
	Iteration 21Q: 3 clusters Score -1400830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -1400835.000000 Penalty: 3322.343506
	Iteration 22Q: 3 clusters Score -1400835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -1400836.875000 Penalty: 3322.343506
	Iteration 23Q: 3 clusters Score -1400837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -1400840.875000 Penalty: 3322.343506
	Iteration 24Q: 3 clusters Score -1400841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -1400844.750000 Penalty: 3322.343506
	Iteration 25Q: 3 clusters Score -1400845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -1400846.125000 Penalty: 3322.343506
	Iteration 26Q: 3 clusters Score -1400846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -1400846.500000 Penalty: 3322.343506
	Iteration 27Q: 3 clusters Score -1400846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -1400849.250000 Penalty: 3322.343506
	Iteration 28Q: 3 clusters Score -1400849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -1400850.125000 Penalty: 3322.343506
	Iteration 29Q: 3 clusters Score -1400850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -1400850.125000 Penalty: 3322.343506
	Iteration 30F: 3 clusters Score -1400850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -184256.250000 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -184256.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -180602.296875 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -180602.3 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -181583.531250 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -181583.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -181777.984375 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -181778 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -181937.609375 Penalty: 2727.942383
	Iteration 3F: 3 clusters Score -181937.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -182053.421875 Penalty: 2727.942383
	Iteration 4Q: 3 clusters Score -182053.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -182144.671875 Penalty: 2727.942383
	Iteration 5Q: 3 clusters Score -182144.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -182222.984375 Penalty: 2727.942383
	Iteration 6Q: 3 clusters Score -182223 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -182302.296875 Penalty: 2727.942383
	Iteration 7Q: 3 clusters Score -182302.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -182399.000000 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -182399 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -182490.781250 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -182490.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -182572.859375 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -182572.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -182656.906250 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -182656.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -182727.687500 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -182727.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -182786.609375 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -182786.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -182838.828125 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -182838.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -182899.921875 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -182899.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -182961.859375 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -182961.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -183027.187500 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -183027.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -183086.062500 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -183086.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -183126.250000 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -183126.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -183157.453125 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -183157.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -183176.109375 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -183176.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -183188.421875 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -183188.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -183196.734375 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -183196.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -183207.250000 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -183207.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -183225.453125 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -183225.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -183249.437500 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -183249.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -183263.078125 Penalty: 2727.942383
	Iteration 27Q: 3 clusters Score -183263.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -183272.484375 Penalty: 2727.942383
	Iteration 28Q: 3 clusters Score -183272.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -183276.000000 Penalty: 2727.942383
	Iteration 29Q: 3 clusters Score -183276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -183282.843750 Penalty: 2727.942383
	Iteration 30Q: 3 clusters Score -183282.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -183287.375000 Penalty: 2727.942383
	Iteration 31Q: 3 clusters Score -183287.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -183290.734375 Penalty: 2727.942383
	Iteration 32Q: 3 clusters Score -183290.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -183294.781250 Penalty: 2727.942383
	Iteration 33Q: 3 clusters Score -183294.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -183298.437500 Penalty: 2727.942383
	Iteration 34Q: 3 clusters Score -183298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -183300.578125 Penalty: 2727.942383
	Iteration 35Q: 3 clusters Score -183300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -183301.531250 Penalty: 2727.942383
	Iteration 36Q: 3 clusters Score -183301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -183304.609375 Penalty: 2727.942383
	Iteration 37Q: 3 clusters Score -183304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -183309.265625 Penalty: 2727.942383
	Iteration 38Q: 3 clusters Score -183309.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -183310.125000 Penalty: 2727.942383
	Iteration 39Q: 3 clusters Score -183310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -183310.125000 Penalty: 2727.942383
	Iteration 40F: 3 clusters Score -183310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Entering Unmasked Estep 
Score: -283910.781250 Penalty: 1415.556030
	Iteration 0F: 2 clusters Score -283910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -279240.562500 Penalty: 2831.112061
	Iteration 0F: 3 clusters Score -279240.6 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -280808.031250 Penalty: 2831.112061
	Iteration 1F: 3 clusters Score -280808 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -281209.656250 Penalty: 2831.112061
	Iteration 2F: 3 clusters Score -281209.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -281590.687500 Penalty: 2831.112061
	Iteration 3F: 3 clusters Score -281590.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -281943.375000 Penalty: 2831.112061
	Iteration 4F: 3 clusters Score -281943.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -282227.562500 Penalty: 2831.112061
	Iteration 5F: 3 clusters Score -282227.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -282451.375000 Penalty: 2831.112061
	Iteration 6F: 3 clusters Score -282451.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -282613.250000 Penalty: 2831.112061
	Iteration 7Q: 3 clusters Score -282613.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -282730.500000 Penalty: 2831.112061
	Iteration 8Q: 3 clusters Score -282730.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -282828.343750 Penalty: 2831.112061
	Iteration 9Q: 3 clusters Score -282828.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -282899.343750 Penalty: 2831.112061
	Iteration 10Q: 3 clusters Score -282899.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -282959.781250 Penalty: 2831.112061
	Iteration 11Q: 3 clusters Score -282959.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -283015.468750 Penalty: 2831.112061
	Iteration 12Q: 3 clusters Score -283015.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -283055.218750 Penalty: 2831.112061
	Iteration 13Q: 3 clusters Score -283055.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -283097.281250 Penalty: 2831.112061
	Iteration 14Q: 3 clusters Score -283097.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -283128.968750 Penalty: 2831.112061
	Iteration 15Q: 3 clusters Score -283129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -283161.812500 Penalty: 2831.112061
	Iteration 16Q: 3 clusters Score -283161.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -283193.312500 Penalty: 2831.112061
	Iteration 17Q: 3 clusters Score -283193.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -283223.875000 Penalty: 2831.112061
	Iteration 18Q: 3 clusters Score -283223.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -283244.156250 Penalty: 2831.112061
	Iteration 19Q: 3 clusters Score -283244.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -283260.625000 Penalty: 2831.112061
	Iteration 20F: 3 clusters Score -283260.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -283273.343750 Penalty: 2831.112061
	Iteration 21Q: 3 clusters Score -283273.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -283280.531250 Penalty: 2831.112061
	Iteration 22Q: 3 clusters Score -283280.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -283286.000000 Penalty: 2831.112061
	Iteration 23Q: 3 clusters Score -283286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -283292.375000 Penalty: 2831.112061
	Iteration 24Q: 3 clusters Score -283292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -283295.437500 Penalty: 2831.112061
	Iteration 25Q: 3 clusters Score -283295.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -283299.406250 Penalty: 2831.112061
	Iteration 26Q: 3 clusters Score -283299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -283302.093750 Penalty: 2831.112061
	Iteration 27Q: 3 clusters Score -283302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -283304.312500 Penalty: 2831.112061
	Iteration 28Q: 3 clusters Score -283304.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -283309.562500 Penalty: 2831.112061
	Iteration 29Q: 3 clusters Score -283309.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -283311.343750 Penalty: 2831.112061
	Iteration 30Q: 3 clusters Score -283311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -283312.906250 Penalty: 2831.112061
	Iteration 31Q: 3 clusters Score -283312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -283313.906250 Penalty: 2831.112061
	Iteration 32Q: 3 clusters Score -283313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -283314.656250 Penalty: 2831.112061
	Iteration 33Q: 3 clusters Score -283314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -283315.406250 Penalty: 2831.112061
	Iteration 34Q: 3 clusters Score -283315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -283318.625000 Penalty: 2831.112061
	Iteration 35Q: 3 clusters Score -283318.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -283319.218750 Penalty: 2831.112061
	Iteration 36Q: 3 clusters Score -283319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -283319.375000 Penalty: 2831.112061
	Iteration 37Q: 3 clusters Score -283319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -283319.375000 Penalty: 2831.112061
	Iteration 38F: 3 clusters Score -283319.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -186160.609375 Penalty: 1326.733032
	Iteration 0F: 2 clusters Score -186160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -183107.906250 Penalty: 2653.466064
	Iteration 0F: 3 clusters Score -183107.9 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -183814.265625 Penalty: 2653.466064
	Iteration 1F: 3 clusters Score -183814.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -183959.593750 Penalty: 2653.466064
	Iteration 2F: 3 clusters Score -183959.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -184057.500000 Penalty: 2653.466064
	Iteration 3F: 3 clusters Score -184057.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -184122.171875 Penalty: 2653.466064
	Iteration 4Q: 3 clusters Score -184122.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -184177.890625 Penalty: 2653.466064
	Iteration 5Q: 3 clusters Score -184177.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -184224.531250 Penalty: 2653.466064
	Iteration 6Q: 3 clusters Score -184224.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -184267.000000 Penalty: 2653.466064
	Iteration 7Q: 3 clusters Score -184267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -184305.187500 Penalty: 2653.466064
	Iteration 8Q: 3 clusters Score -184305.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -184337.843750 Penalty: 2653.466064
	Iteration 9Q: 3 clusters Score -184337.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -184367.578125 Penalty: 2653.466064
	Iteration 10Q: 3 clusters Score -184367.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -184394.734375 Penalty: 2653.466064
	Iteration 11Q: 3 clusters Score -184394.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -184417.281250 Penalty: 2653.466064
	Iteration 12Q: 3 clusters Score -184417.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -184435.406250 Penalty: 2653.466064
	Iteration 13Q: 3 clusters Score -184435.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -184459.437500 Penalty: 2653.466064
	Iteration 14Q: 3 clusters Score -184459.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -184483.765625 Penalty: 2653.466064
	Iteration 15Q: 3 clusters Score -184483.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -184507.187500 Penalty: 2653.466064
	Iteration 16Q: 3 clusters Score -184507.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -184530.015625 Penalty: 2653.466064
	Iteration 17Q: 3 clusters Score -184530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -184550.156250 Penalty: 2653.466064
	Iteration 18Q: 3 clusters Score -184550.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -184568.296875 Penalty: 2653.466064
	Iteration 19Q: 3 clusters Score -184568.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -184587.828125 Penalty: 2653.466064
	Iteration 20F: 3 clusters Score -184587.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -184606.531250 Penalty: 2653.466064
	Iteration 21Q: 3 clusters Score -184606.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -184617.718750 Penalty: 2653.466064
	Iteration 22Q: 3 clusters Score -184617.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -184624.718750 Penalty: 2653.466064
	Iteration 23Q: 3 clusters Score -184624.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -184634.625000 Penalty: 2653.466064
	Iteration 24Q: 3 clusters Score -184634.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -184654.296875 Penalty: 2653.466064
	Iteration 25Q: 3 clusters Score -184654.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -184674.765625 Penalty: 2653.466064
	Iteration 26Q: 3 clusters Score -184674.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -184697.531250 Penalty: 2653.466064
	Iteration 27Q: 3 clusters Score -184697.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -184716.250000 Penalty: 2653.466064
	Iteration 28Q: 3 clusters Score -184716.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -184738.781250 Penalty: 2653.466064
	Iteration 29Q: 3 clusters Score -184738.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -184758.625000 Penalty: 2653.466064
	Iteration 30Q: 3 clusters Score -184758.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -184774.218750 Penalty: 2653.466064
	Iteration 31Q: 3 clusters Score -184774.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -184784.437500 Penalty: 2653.466064
	Iteration 32Q: 3 clusters Score -184784.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -184798.359375 Penalty: 2653.466064
	Iteration 33Q: 3 clusters Score -184798.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -184812.734375 Penalty: 2653.466064
	Iteration 34Q: 3 clusters Score -184812.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -184822.781250 Penalty: 2653.466064
	Iteration 35Q: 3 clusters Score -184822.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -184831.359375 Penalty: 2653.466064
	Iteration 36Q: 3 clusters Score -184831.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -184847.343750 Penalty: 2653.466064
	Iteration 37Q: 3 clusters Score -184847.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -184854.531250 Penalty: 2653.466064
	Iteration 38Q: 3 clusters Score -184854.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -184863.812500 Penalty: 2653.466064
	Iteration 39Q: 3 clusters Score -184863.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -184879.343750 Penalty: 2653.466064
	Iteration 40F: 3 clusters Score -184879.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -184897.906250 Penalty: 2653.466064
	Iteration 41Q: 3 clusters Score -184897.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -184909.750000 Penalty: 2653.466064
	Iteration 42Q: 3 clusters Score -184909.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -184920.671875 Penalty: 2653.466064
	Iteration 43Q: 3 clusters Score -184920.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -184934.796875 Penalty: 2653.466064
	Iteration 44Q: 3 clusters Score -184934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -184954.015625 Penalty: 2653.466064
	Iteration 45Q: 3 clusters Score -184954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -184964.500000 Penalty: 2653.466064
	Iteration 46Q: 3 clusters Score -184964.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -184970.875000 Penalty: 2653.466064
	Iteration 47Q: 3 clusters Score -184970.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -184979.687500 Penalty: 2653.466064
	Iteration 48Q: 3 clusters Score -184979.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -184983.312500 Penalty: 2653.466064
	Iteration 49Q: 3 clusters Score -184983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -184986.000000 Penalty: 2653.466064
	Iteration 50Q: 3 clusters Score -184986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -184987.046875 Penalty: 2653.466064
	Iteration 51Q: 3 clusters Score -184987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -184987.718750 Penalty: 2653.466064
	Iteration 52Q: 3 clusters Score -184987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -184988.578125 Penalty: 2653.466064
	Iteration 53Q: 3 clusters Score -184988.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -184989.265625 Penalty: 2653.466064
	Iteration 54Q: 3 clusters Score -184989.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -184989.265625 Penalty: 2653.466064
	Iteration 55F: 3 clusters Score -184989.3 nChanged 0
--- Evaluating fit on full set of 1756689 points ---
Entering Unmasked Estep 
Score: -84613728.000000 Penalty: 44394.980469
25->20 Clusters: Score -84613728.000000, best is -84643344.000000

Main iterations: 0 (time per=infms)
Total iterations: 41251 (time per=173.249623ms)
Iterations metric 2: 1379085844480.000000 (time per=5.182216ns)
Iterations metric 3: 33099584897024.000000 (time per=215.915705ps)

That took 7146.720215 seconds.
